Nameexact_genome_1512568488_43_4472_0
Workunit2593658
Created7 Dec 2017, 10:09:20 UTC
Sent7 Dec 2017, 10:12:25 UTC
Report deadline11 Dec 2017, 22:30:59 UTC
Received7 Dec 2017, 22:00:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 hours 39 min 30 sec
CPU time1 hours 24 min 32 sec
Validate stateValid
Credit1,128.23
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.83 MB
Peak swap size158.80 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0846461207, output_fired_time: 0.0000000000, propagate_forward_time: 3.1919913292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202114105
validation[          , genome  4472] predictions:    9574/  10000 (95.74%), best:    9597/10000 (95.97%), error:      1407.81580, best error:      1351.79285 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 45.5529365540s, input_fired_time: 0.7785277963, output_fired_time: 0.6203390956, propagate_forward_time: 15.9749116898, propagate_backward_time: 26.4206600189, weight_update_time: 0.0765545368, other_time: 1.7585010529
epoch time: 3.6105153561s, input_fired_time: 0.0862349272, output_fired_time: 0.0000000000, propagate_forward_time: 3.2031855583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210949898
validation[          , genome  4472] predictions:    9585/  10000 (95.85%), best:    9597/10000 (95.97%), error:      1389.77161, best error:      1351.79285 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 45.5569534302s, input_fired_time: 0.7799766660, output_fired_time: 0.6203427315, propagate_forward_time: 15.9746341705, propagate_backward_time: 26.4214076996, weight_update_time: 0.0764910206, other_time: 1.7605934143
epoch time: 3.5973467827s, input_fired_time: 0.0861969963, output_fired_time: 0.0000000000, propagate_forward_time: 3.1918523312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192975521
validation[          , genome  4472] predictions:    9592/  10000 (95.92%), best:    9597/10000 (95.97%), error:      1437.18457, best error:      1351.79285 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 45.5600433350s, input_fired_time: 0.7795119286, output_fired_time: 0.6204549670, propagate_forward_time: 15.9745340347, propagate_backward_time: 26.4245357513, weight_update_time: 0.0765033439, other_time: 1.7610073090
epoch time: 3.6008434296s, input_fired_time: 0.0870085359, output_fired_time: 0.0000000000, propagate_forward_time: 3.1937036514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201313019
validation[          , genome  4472] predictions:    9565/  10000 (95.65%), best:    9597/10000 (95.97%), error:      1528.67126, best error:      1351.79285 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 45.5585823059s, input_fired_time: 0.7837571502, output_fired_time: 0.6206464767, propagate_forward_time: 15.9821996689, propagate_backward_time: 26.4164390564, weight_update_time: 0.0763865858, other_time: 1.7555389404
epoch time: 3.5960979462s, input_fired_time: 0.0845877379, output_fired_time: 0.0000000000, propagate_forward_time: 3.1913022995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202078342
validation[          , genome  4472] predictions:    9432/  10000 (94.32%), best:    9597/10000 (95.97%), error:      1863.75391, best error:      1351.79285 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 45.5630187988s, input_fired_time: 0.7815395594, output_fired_time: 0.6209185123, propagate_forward_time: 15.9746303558, propagate_backward_time: 26.4247398376, weight_update_time: 0.0765002295, other_time: 1.7611904144
epoch time: 3.5971996784s, input_fired_time: 0.0863362700, output_fired_time: 0.0000000000, propagate_forward_time: 3.1917872429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190760612
validation[          , genome  4472] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1323.00134, best error:      1323.00134 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 45.5842361450s, input_fired_time: 0.7849403620, output_fired_time: 0.6209262609, propagate_forward_time: 15.9875078201, propagate_backward_time: 26.4331455231, weight_update_time: 0.0766635835, other_time: 1.7577190399
epoch time: 3.5998148918s, input_fired_time: 0.0868620872, output_fired_time: 0.0000000000, propagate_forward_time: 3.1931581497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197946548
validation[          , genome  4472] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1316.84167, best error:      1316.84167 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 45.5554733276s, input_fired_time: 0.7823216319, output_fired_time: 0.6207039952, propagate_forward_time: 15.9742479324, propagate_backward_time: 26.4190387726, weight_update_time: 0.0765345618, other_time: 1.7591609955
epoch time: 3.5990388393s, input_fired_time: 0.0859809741, output_fired_time: 0.0000000000, propagate_forward_time: 3.1934118271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196461201
validation[          , genome  4472] predictions:    9592/  10000 (95.92%), best:    9603/10000 (96.03%), error:      1319.10657, best error:      1316.84167 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 58.7042694092s, input_fired_time: 1.0509766340, output_fired_time: 0.6350848079, propagate_forward_time: 20.6316795349, propagate_backward_time: 34.0916709900, weight_update_time: 0.0779779553, other_time: 2.2948570251
epoch time: 4.7012724876s, input_fired_time: 0.0884406567, output_fired_time: 0.0000000000, propagate_forward_time: 4.2835474014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292846680
validation[          , genome  4472] predictions:    9554/  10000 (95.54%), best:    9603/10000 (96.03%), error:      1461.08752, best error:      1316.84167 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.2251853943s, input_fired_time: 1.0534194708, output_fired_time: 0.6349207163, propagate_forward_time: 22.3988456726, propagate_backward_time: 36.3309631348, weight_update_time: 0.0789031386, other_time: 1.8070335388
epoch time: 5.0490083694s, input_fired_time: 0.0911425352, output_fired_time: 0.0000000000, propagate_forward_time: 4.1210718155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8367938995
validation[          , genome  4472] predictions:    9596/  10000 (95.96%), best:    9603/10000 (96.03%), error:      1364.47046, best error:      1316.84167 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.1508216858s, input_fired_time: 1.3017957211, output_fired_time: 0.6361076236, propagate_forward_time: 22.3563289642, propagate_backward_time: 35.0536231995, weight_update_time: 0.0783992857, other_time: 2.8029670715
epoch time: 4.9916992188s, input_fired_time: 0.0901128650, output_fired_time: 0.0000000000, propagate_forward_time: 4.5679855347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336009979
validation[          , genome  4472] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1309.37256, best error:      1309.37256 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.9150848389s, input_fired_time: 1.0616127253, output_fired_time: 0.8948372006, propagate_forward_time: 23.3277053833, propagate_backward_time: 35.8132629395, weight_update_time: 0.0789993778, other_time: 1.8176689148
epoch time: 4.9244012833s, input_fired_time: 0.3383243382, output_fired_time: 0.0000000000, propagate_forward_time: 4.2601532936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259234428
validation[          , genome  4472] predictions:    9621/  10000 (96.21%), best:    9621/10000 (96.21%), error:      1259.26660, best error:      1259.26660 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.3080291748s, input_fired_time: 1.3052988052, output_fired_time: 1.3861336708, propagate_forward_time: 20.6638202667, propagate_backward_time: 36.1489791870, weight_update_time: 0.0785068497, other_time: 2.8037948608
epoch time: 5.0169882774s, input_fired_time: 0.0905101970, output_fired_time: 0.0000000000, propagate_forward_time: 4.5894012451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370766640
validation[          , genome  4472] predictions:    9592/  10000 (95.92%), best:    9621/10000 (96.21%), error:      1328.65454, best error:      1259.26660 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.5796813965s, input_fired_time: 1.0580132008, output_fired_time: 0.6363950372, propagate_forward_time: 22.4619426727, propagate_backward_time: 36.3762817383, weight_update_time: 0.0784090459, other_time: 2.0470504761
epoch time: 4.7065987587s, input_fired_time: 0.0894513875, output_fired_time: 0.0000000000, propagate_forward_time: 4.2857055664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314418793
validation[          , genome  4472] predictions:    9608/  10000 (96.08%), best:    9621/10000 (96.21%), error:      1315.95166, best error:      1259.26660 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.1809539795s, input_fired_time: 1.0520216227, output_fired_time: 1.1336293221, propagate_forward_time: 21.3697700500, propagate_backward_time: 36.5733108521, weight_update_time: 0.0787715837, other_time: 2.0522232056
epoch time: 5.0219349861s, input_fired_time: 0.0915746391, output_fired_time: 0.0000000000, propagate_forward_time: 4.5923714638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379888535
validation[          , genome  4472] predictions:    9560/  10000 (95.60%), best:    9621/10000 (96.21%), error:      1469.40894, best error:      1259.26660 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.1900787354s, input_fired_time: 1.3028728962, output_fired_time: 1.1335022449, propagate_forward_time: 19.5920715332, propagate_backward_time: 37.6095581055, weight_update_time: 0.0787772015, other_time: 2.5520744324
epoch time: 4.9949660301s, input_fired_time: 0.0905383602, output_fired_time: 0.0000000000, propagate_forward_time: 4.5751132965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293142319
validation[          , genome  4472] predictions:    9604/  10000 (96.04%), best:    9621/10000 (96.21%), error:      1335.91455, best error:      1259.26660 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.2122077942s, input_fired_time: 1.0522395372, output_fired_time: 0.6370561719, propagate_forward_time: 20.8116455078, propagate_backward_time: 37.6647796631, weight_update_time: 0.0782549456, other_time: 2.0464897156
epoch time: 4.9386777878s, input_fired_time: 0.0896120816, output_fired_time: 0.0000000000, propagate_forward_time: 4.2707109451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783548355
validation[          , genome  4472] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1184.27429, best error:      1184.27429 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.3848266602s, input_fired_time: 1.5558309555, output_fired_time: 1.6347920895, propagate_forward_time: 20.1154899597, propagate_backward_time: 37.0283966064, weight_update_time: 0.0787864104, other_time: 2.0503158569
epoch time: 5.1267776489s, input_fired_time: 0.0953451321, output_fired_time: 0.0000000000, propagate_forward_time: 4.6865339279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448987007
validation[          , genome  4472] predictions:    9552/  10000 (95.52%), best:    9637/10000 (96.37%), error:      1491.41736, best error:      1184.27429 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 63.3450202942s, input_fired_time: 0.8257246017, output_fired_time: 0.8992950320, propagate_forward_time: 23.7385025024, propagate_backward_time: 35.3105697632, weight_update_time: 0.0794556141, other_time: 2.5709266663
epoch time: 4.9916038513s, input_fired_time: 0.0907181129, output_fired_time: 0.0000000000, propagate_forward_time: 4.5699858665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308997154
validation[          , genome  4472] predictions:    9586/  10000 (95.86%), best:    9637/10000 (96.37%), error:      1370.18701, best error:      1184.27429 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 63.4043807983s, input_fired_time: 1.8238073587, output_fired_time: 0.6512101889, propagate_forward_time: 22.5259342194, propagate_backward_time: 34.8263168335, weight_update_time: 0.3299670219, other_time: 3.5771102905
epoch time: 5.1635189056s, input_fired_time: 0.0947941840, output_fired_time: 0.0000000000, propagate_forward_time: 4.7233033180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454213142
validation[          , genome  4472] predictions:    9551/  10000 (95.51%), best:    9637/10000 (96.37%), error:      1461.51428, best error:      1184.27429 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.7929039001s, input_fired_time: 0.8166670203, output_fired_time: 0.8939552307, propagate_forward_time: 22.8880786896, propagate_backward_time: 36.1352272034, weight_update_time: 0.0792436078, other_time: 2.0589790344
epoch time: 5.0493149757s, input_fired_time: 0.0915808156, output_fired_time: 0.0000000000, propagate_forward_time: 4.3709998131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5867342949
validation[          , genome  4472] predictions:    9631/  10000 (96.31%), best:    9637/10000 (96.37%), error:      1263.41040, best error:      1184.27429 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.6213645935s, input_fired_time: 0.8135029674, output_fired_time: 1.1415433884, propagate_forward_time: 20.7701358795, propagate_backward_time: 37.3353004456, weight_update_time: 0.3293764591, other_time: 2.5608787537
epoch time: 4.9529261589s, input_fired_time: 0.0903453454, output_fired_time: 0.0000000000, propagate_forward_time: 4.2835459709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790348053
validation[          , genome  4472] predictions:    9631/  10000 (96.31%), best:    9637/10000 (96.37%), error:      1210.66052, best error:      1184.27429 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.4315032959s, input_fired_time: 1.0743671656, output_fired_time: 0.8970089555, propagate_forward_time: 22.4675979614, propagate_backward_time: 36.9201431274, weight_update_time: 0.0798396096, other_time: 2.0723838806
epoch time: 5.0284810066s, input_fired_time: 0.0917436406, output_fired_time: 0.0000000000, propagate_forward_time: 4.1011857986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8355517387
validation[          , genome  4472] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1156.90808, best error:      1156.90808 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.7839965820s, input_fired_time: 1.0707188845, output_fired_time: 0.8931286335, propagate_forward_time: 22.6838493347, propagate_backward_time: 35.8231391907, weight_update_time: 0.0794243440, other_time: 2.3131599426
epoch time: 5.0268630981s, input_fired_time: 0.0913416967, output_fired_time: 0.0000000000, propagate_forward_time: 4.5998239517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356976509
validation[          , genome  4472] predictions:    9605/  10000 (96.05%), best:    9649/10000 (96.49%), error:      1314.70007, best error:      1156.90808 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.1231536865s, input_fired_time: 1.0723886490, output_fired_time: 1.1458946466, propagate_forward_time: 22.4233589172, propagate_backward_time: 35.6543426514, weight_update_time: 0.0791135654, other_time: 2.8271713257
epoch time: 4.9545760155s, input_fired_time: 0.3405218124, output_fired_time: 0.0000000000, propagate_forward_time: 4.0350861549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789680481
validation[          , genome  4472] predictions:    9645/  10000 (96.45%), best:    9649/10000 (96.49%), error:      1196.42017, best error:      1156.90808 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 63.7823562622s, input_fired_time: 0.8289418817, output_fired_time: 0.9020187855, propagate_forward_time: 23.2877998352, propagate_backward_time: 36.4407081604, weight_update_time: 0.0798580945, other_time: 2.3228874207
epoch time: 5.0345754623s, input_fired_time: 0.0916499048, output_fired_time: 0.0000000000, propagate_forward_time: 4.3577580452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851674080
validation[          , genome  4472] predictions:    9664/  10000 (96.64%), best:    9649/10000 (96.49%), error:      1157.81494, best error:      1156.90808 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 62.8511047363s, input_fired_time: 0.8187324405, output_fired_time: 1.3949428797, propagate_forward_time: 22.3650226593, propagate_backward_time: 35.7196502686, weight_update_time: 0.0788580701, other_time: 2.5527572632
epoch time: 4.9924044609s, input_fired_time: 0.0910739377, output_fired_time: 0.0000000000, propagate_forward_time: 4.5692763329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320541382
validation[          , genome  4472] predictions:    9588/  10000 (95.88%), best:    9649/10000 (96.49%), error:      1338.59790, best error:      1156.90808 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.0189552307s, input_fired_time: 1.0636745691, output_fired_time: 0.6401821971, propagate_forward_time: 21.9811038971, propagate_backward_time: 35.2883338928, weight_update_time: 0.0788130611, other_time: 2.0456581116
epoch time: 3.5841176510s, input_fired_time: 0.0883152634, output_fired_time: 0.0000000000, propagate_forward_time: 3.1772720814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185303211
validation[          , genome  4472] predictions:    9495/  10000 (94.95%), best:    9649/10000 (96.49%), error:      1661.87195, best error:      1156.90808 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 44.9635848999s, input_fired_time: 0.7791815400, output_fired_time: 0.6127965450, propagate_forward_time: 15.7738466263, propagate_backward_time: 26.0807495117, weight_update_time: 0.0751971975, other_time: 1.7170104980
epoch time: 3.5555250645s, input_fired_time: 0.0867413431, output_fired_time: 0.0000000000, propagate_forward_time: 3.1522076130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165760040
validation[          , genome  4472] predictions:    9555/  10000 (95.55%), best:    9649/10000 (96.49%), error:      1406.45593, best error:      1156.90808 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 44.9089622498s, input_fired_time: 0.7784280181, output_fired_time: 0.6115218401, propagate_forward_time: 15.7420406342, propagate_backward_time: 26.0535984039, weight_update_time: 0.0752176642, other_time: 1.7233734131
epoch time: 3.5862522125s, input_fired_time: 0.0873776898, output_fired_time: 0.0000000000, propagate_forward_time: 3.1797461510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191282749
validation[          , genome  4472] predictions:    9639/  10000 (96.39%), best:    9649/10000 (96.49%), error:      1159.33118, best error:      1156.90808 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 45.3253097534s, input_fired_time: 0.7867146134, output_fired_time: 0.6173454523, propagate_forward_time: 15.8896932602, propagate_backward_time: 26.2938537598, weight_update_time: 0.0759365261, other_time: 1.7377014160
epoch time: 3.6319015026s, input_fired_time: 0.0884780362, output_fired_time: 0.0000000000, propagate_forward_time: 3.2207632065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226602077
validation[          , genome  4472] predictions:    9626/  10000 (96.26%), best:    9649/10000 (96.49%), error:      1228.02209, best error:      1156.90808 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 45.5477027893s, input_fired_time: 0.7912875414, output_fired_time: 0.6205040216, propagate_forward_time: 15.9776306152, propagate_backward_time: 26.4173889160, weight_update_time: 0.0762017295, other_time: 1.7408943176
epoch time: 3.6551082134s, input_fired_time: 0.0891615674, output_fired_time: 0.0000000000, propagate_forward_time: 3.2408208847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251256943
validation[          , genome  4472] predictions:    9578/  10000 (95.78%), best:    9649/10000 (96.49%), error:      1343.80701, best error:      1156.90808 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 45.6028404236s, input_fired_time: 0.7917861938, output_fired_time: 0.6209450960, propagate_forward_time: 15.9957504272, propagate_backward_time: 26.4484329224, weight_update_time: 0.0762007535, other_time: 1.7459259033
epoch time: 3.6571419239s, input_fired_time: 0.0894836113, output_fired_time: 0.0000000000, propagate_forward_time: 3.2421889305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254694939
validation[          , genome  4472] predictions:    9594/  10000 (95.94%), best:    9649/10000 (96.49%), error:      1347.63733, best error:      1156.90808 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 45.6080741882s, input_fired_time: 0.7936680317, output_fired_time: 0.6209414601, propagate_forward_time: 15.9923028946, propagate_backward_time: 26.4444923401, weight_update_time: 0.0766102970, other_time: 1.7566719055
epoch time: 3.6510620117s, input_fired_time: 0.0882599056, output_fired_time: 0.0000000000, propagate_forward_time: 3.2415370941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212649822
validation[          , genome  4472] predictions:    9635/  10000 (96.35%), best:    9649/10000 (96.49%), error:      1258.79004, best error:      1156.90808 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 45.6004447937s, input_fired_time: 0.7887042165, output_fired_time: 0.6209386587, propagate_forward_time: 15.9849681854, propagate_backward_time: 26.4434471130, weight_update_time: 0.0767634064, other_time: 1.7623882294
epoch time: 3.6016924381s, input_fired_time: 0.0884052813, output_fired_time: 0.0000000000, propagate_forward_time: 3.1933312416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199558258
validation[          , genome  4472] predictions:    9635/  10000 (96.35%), best:    9649/10000 (96.49%), error:      1215.87524, best error:      1156.90808 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 45.8372077942s, input_fired_time: 0.7925249338, output_fired_time: 0.6245218515, propagate_forward_time: 16.0816993713, propagate_backward_time: 26.5709648132, weight_update_time: 0.0769907087, other_time: 1.7674942017
epoch time: 3.6076543331s, input_fired_time: 0.0878589973, output_fired_time: 0.0000000000, propagate_forward_time: 3.1990482807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207471371
validation[          , genome  4472] predictions:    9576/  10000 (95.76%), best:    9649/10000 (96.49%), error:      1344.12659, best error:      1156.90808 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 45.5837326050s, input_fired_time: 0.7912927270, output_fired_time: 0.6208698153, propagate_forward_time: 15.9730777740, propagate_backward_time: 26.4293384552, weight_update_time: 0.0768637583, other_time: 1.7691535950
epoch time: 3.6007933617s, input_fired_time: 0.0885384530, output_fired_time: 0.0000000000, propagate_forward_time: 3.1928665638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193883896
validation[          , genome  4472] predictions:    9587/  10000 (95.87%), best:    9649/10000 (96.49%), error:      1311.07275, best error:      1156.90808 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 45.5853996277s, input_fired_time: 0.7967801690, output_fired_time: 0.6203359365, propagate_forward_time: 15.9781332016, propagate_backward_time: 26.4250164032, weight_update_time: 0.0767060816, other_time: 1.7651348114
epoch time: 3.6117320061s, input_fired_time: 0.0878605470, output_fired_time: 0.0000000000, propagate_forward_time: 3.2031481266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207232952
validation[          , genome  4472] predictions:    9616/  10000 (96.16%), best:    9649/10000 (96.49%), error:      1233.14404, best error:      1156.90808 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 45.7033958435s, input_fired_time: 0.7942898870, output_fired_time: 0.6222699881, propagate_forward_time: 16.0243587494, propagate_backward_time: 26.4944648743, weight_update_time: 0.0770091787, other_time: 1.7680149078
epoch time: 3.6028990746s, input_fired_time: 0.0878395438, output_fired_time: 0.0000000000, propagate_forward_time: 3.1946780682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203814030
validation[          , genome  4472] predictions:    9651/  10000 (96.51%), best:    9649/10000 (96.49%), error:      1167.27759, best error:      1156.90808 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 45.6060638428s, input_fired_time: 0.7924906611, output_fired_time: 0.6204902530, propagate_forward_time: 15.9781455994, propagate_backward_time: 26.4446620941, weight_update_time: 0.0768120363, other_time: 1.7702732086
epoch time: 3.6018388271s, input_fired_time: 0.0893940330, output_fired_time: 0.0000000000, propagate_forward_time: 3.1923286915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201160431
validation[          , genome  4472] predictions:    9539/  10000 (95.39%), best:    9649/10000 (96.49%), error:      1504.04810, best error:      1156.90808 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 45.7725028992s, input_fired_time: 0.7941225767, output_fired_time: 0.6235167980, propagate_forward_time: 16.0617351532, propagate_backward_time: 26.5258464813, weight_update_time: 0.0769441500, other_time: 1.7672843933
epoch time: 3.6186661720s, input_fired_time: 0.0876240060, output_fired_time: 0.0000000000, propagate_forward_time: 3.2107264996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203155994
validation[          , genome  4472] predictions:    9597/  10000 (95.97%), best:    9649/10000 (96.49%), error:      1322.85950, best error:      1156.90808 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 45.5887107849s, input_fired_time: 0.7909017801, output_fired_time: 0.6208823919, propagate_forward_time: 15.9781455994, propagate_backward_time: 26.4258327484, weight_update_time: 0.0768555626, other_time: 1.7729473114
epoch time: 3.6035413742s, input_fired_time: 0.0879219696, output_fired_time: 0.0000000000, propagate_forward_time: 3.1950912476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205282688
validation[          , genome  4472] predictions:    9561/  10000 (95.61%), best:    9649/10000 (96.49%), error:      1440.79248, best error:      1156.90808 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 45.5980072021s, input_fired_time: 0.7909030318, output_fired_time: 0.6209028959, propagate_forward_time: 15.9799728394, propagate_backward_time: 26.4331951141, weight_update_time: 0.0768637210, other_time: 1.7730350494
epoch time: 3.6024646759s, input_fired_time: 0.0880023763, output_fired_time: 0.0000000000, propagate_forward_time: 3.1943905354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200716972
validation[          , genome  4472] predictions:    9619/  10000 (96.19%), best:    9649/10000 (96.49%), error:      1208.98535, best error:      1156.90808 on epoch:    36, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 45.6029167175s, input_fired_time: 0.7899647355, output_fired_time: 0.6210781932, propagate_forward_time: 15.9851408005, propagate_backward_time: 26.4460201263, weight_update_time: 0.0769282654, other_time: 1.7607097626
epoch time: 3.6035864353s, input_fired_time: 0.0871939287, output_fired_time: 0.0000000000, propagate_forward_time: 3.1959931850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203992844
validation[          , genome  4472] predictions:    9615/  10000 (96.15%), best:    9649/10000 (96.49%), error:      1246.99707, best error:      1156.90808 on epoch:    36, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 45.5929870605s, input_fired_time: 0.7946993113, output_fired_time: 0.6205154061, propagate_forward_time: 15.9793338776, propagate_backward_time: 26.4299526215, weight_update_time: 0.0767639428, other_time: 1.7684860229
epoch time: 3.6027784348s, input_fired_time: 0.0891277641, output_fired_time: 0.0000000000, propagate_forward_time: 3.1932885647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203620911
validation[          , genome  4472] predictions:    9651/  10000 (96.51%), best:    9649/10000 (96.49%), error:      1179.34167, best error:      1156.90808 on epoch:    36, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 45.5814361572s, input_fired_time: 0.7917900085, output_fired_time: 0.6207394600, propagate_forward_time: 15.9753093719, propagate_backward_time: 26.4248352051, weight_update_time: 0.0768135637, other_time: 1.7687625885
epoch time: 3.6011748314s, input_fired_time: 0.0880909562, output_fired_time: 0.0000000000, propagate_forward_time: 3.1927368641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203470707
validation[          , genome  4472] predictions:    9619/  10000 (96.19%), best:    9649/10000 (96.49%), error:      1234.68616, best error:      1156.90808 on epoch:    36, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 45.5784797668s, input_fired_time: 0.7909514308, output_fired_time: 0.6205052137, propagate_forward_time: 15.9766130447, propagate_backward_time: 26.4266757965, weight_update_time: 0.0767214447, other_time: 1.7637348175
epoch time: 3.6269791126s, input_fired_time: 0.0882752612, output_fired_time: 0.0000000000, propagate_forward_time: 3.2178552151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208487034
validation[          , genome  4472] predictions:    9582/  10000 (95.82%), best:    9649/10000 (96.49%), error:      1370.57410, best error:      1156.90808 on epoch:    36, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 45.7593917847s, input_fired_time: 0.7935015559, output_fired_time: 0.6237587333, propagate_forward_time: 16.0445384979, propagate_backward_time: 26.5285377502, weight_update_time: 0.0772677511, other_time: 1.7690525055
epoch time: 3.6163039207s, input_fired_time: 0.0879112110, output_fired_time: 0.0000000000, propagate_forward_time: 3.2081587315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202340603
validation[          , genome  4472] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1136.83423, best error:      1136.83423 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 45.5678024292s, input_fired_time: 0.7902978659, output_fired_time: 0.6204143167, propagate_forward_time: 15.9709501266, propagate_backward_time: 26.4224872589, weight_update_time: 0.0766543746, other_time: 1.7636508942
epoch time: 3.6029949188s, input_fired_time: 0.0874750316, output_fired_time: 0.0000000000, propagate_forward_time: 3.1952109337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203089237
validation[          , genome  4472] predictions:    9580/  10000 (95.80%), best:    9647/10000 (96.47%), error:      1399.06250, best error:      1136.83423 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 45.6590423584s, input_fired_time: 0.7910006642, output_fired_time: 0.6216229796, propagate_forward_time: 16.0085391998, propagate_backward_time: 26.4683227539, weight_update_time: 0.0770783126, other_time: 1.7695560455
epoch time: 3.6050801277s, input_fired_time: 0.0894032195, output_fired_time: 0.0000000000, propagate_forward_time: 3.1943514347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213255405
validation[          , genome  4472] predictions:    9622/  10000 (96.22%), best:    9647/10000 (96.47%), error:      1212.59229, best error:      1136.83423 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 45.6348838806s, input_fired_time: 0.7918283343, output_fired_time: 0.6209657788, propagate_forward_time: 15.9903421402, propagate_backward_time: 26.4458541870, weight_update_time: 0.0774663836, other_time: 1.7858963013
epoch time: 3.6045854092s, input_fired_time: 0.0876107290, output_fired_time: 0.0000000000, propagate_forward_time: 3.1961612701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208134174
validation[          , genome  4472] predictions:    9613/  10000 (96.13%), best:    9647/10000 (96.47%), error:      1287.17627, best error:      1136.83423 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 45.6185836792s, input_fired_time: 0.7926024795, output_fired_time: 0.6209658384, propagate_forward_time: 15.9821796417, propagate_backward_time: 26.4358539581, weight_update_time: 0.0776051283, other_time: 1.7869834900
epoch time: 3.6045491695s, input_fired_time: 0.0887135565, output_fired_time: 0.0000000000, propagate_forward_time: 3.1947309971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211045265
validation[          , genome  4472] predictions:    9623/  10000 (96.23%), best:    9647/10000 (96.47%), error:      1224.94336, best error:      1136.83423 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 45.7038917542s, input_fired_time: 0.7960277200, output_fired_time: 0.6215724945, propagate_forward_time: 16.0171070099, propagate_backward_time: 26.4714374542, weight_update_time: 0.0778693259, other_time: 1.7977485657
epoch time: 3.6089830399s, input_fired_time: 0.0894610882, output_fired_time: 0.0000000000, propagate_forward_time: 3.1975150108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220069408
validation[          , genome  4472] predictions:    9607/  10000 (96.07%), best:    9647/10000 (96.47%), error:      1258.20959, best error:      1136.83423 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.0386619568s, input_fired_time: 1.0432933569, output_fired_time: 0.6222066283, propagate_forward_time: 17.0292205811, propagate_backward_time: 30.0359058380, weight_update_time: 0.0784120560, other_time: 2.3080348969
epoch time: 4.8605747223s, input_fired_time: 0.0891938284, output_fired_time: 0.0000000000, propagate_forward_time: 4.4489140511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224668503
validation[          , genome  4472] predictions:    9618/  10000 (96.18%), best:    9647/10000 (96.47%), error:      1207.00684, best error:      1136.83423 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.0373191833s, input_fired_time: 0.7962933183, output_fired_time: 0.8718836308, propagate_forward_time: 21.5386238098, propagate_backward_time: 35.2705764771, weight_update_time: 0.0784960240, other_time: 2.5599403381
epoch time: 4.6126480103s, input_fired_time: 0.0898988843, output_fired_time: 0.0000000000, propagate_forward_time: 4.1988768578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238720894
validation[          , genome  4472] predictions:    9641/  10000 (96.41%), best:    9647/10000 (96.47%), error:      1207.36182, best error:      1136.83423 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 60.7574653625s, input_fired_time: 0.7947901487, output_fired_time: 0.6222801805, propagate_forward_time: 22.5326862335, propagate_backward_time: 34.4832992554, weight_update_time: 0.0782686695, other_time: 2.3244094849
epoch time: 4.8801388741s, input_fired_time: 0.0896781981, output_fired_time: 0.0000000000, propagate_forward_time: 4.4662485123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242120743
validation[          , genome  4472] predictions:    9639/  10000 (96.39%), best:    9647/10000 (96.47%), error:      1175.11670, best error:      1136.83423 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.0914802551s, input_fired_time: 0.7956291437, output_fired_time: 1.1230232716, propagate_forward_time: 21.0611915588, propagate_backward_time: 36.0493774414, weight_update_time: 0.0786429867, other_time: 2.0622596741
epoch time: 4.6088023186s, input_fired_time: 0.0880315527, output_fired_time: 0.0000000000, propagate_forward_time: 3.6980013847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8227691650
validation[          , genome  4472] predictions:    9645/  10000 (96.45%), best:    9647/10000 (96.47%), error:      1182.52808, best error:      1136.83423 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 61.2887840271s, input_fired_time: 0.7975794673, output_fired_time: 0.8742555380, propagate_forward_time: 20.6188507080, propagate_backward_time: 36.6792144775, weight_update_time: 0.0788984597, other_time: 2.3188819885
epoch time: 4.6251358986s, input_fired_time: 0.0894621238, output_fired_time: 0.0000000000, propagate_forward_time: 4.2125601768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231134415
validation[          , genome  4472] predictions:    9623/  10000 (96.23%), best:    9647/10000 (96.47%), error:      1249.98315, best error:      1136.83423 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.6896095276s, input_fired_time: 0.7953152061, output_fired_time: 0.6212832332, propagate_forward_time: 21.2482433319, propagate_backward_time: 35.7227020264, weight_update_time: 0.0780746490, other_time: 2.3020629883
epoch time: 4.8871507645s, input_fired_time: 0.0895716697, output_fired_time: 0.0000000000, propagate_forward_time: 4.2254080772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721712112
validation[          , genome  4472] predictions:    9628/  10000 (96.28%), best:    9647/10000 (96.47%), error:      1230.17236, best error:      1136.83423 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.8107261658s, input_fired_time: 1.0569078922, output_fired_time: 1.1304574013, propagate_forward_time: 22.2601585388, propagate_backward_time: 35.2920074463, weight_update_time: 0.0791565403, other_time: 2.0711936951
epoch time: 4.6502056122s, input_fired_time: 0.3393355906, output_fired_time: 0.0000000000, propagate_forward_time: 3.7359380722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749320984
validation[          , genome  4472] predictions:    9643/  10000 (96.43%), best:    9647/10000 (96.47%), error:      1182.15076, best error:      1136.83423 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.7008361816s, input_fired_time: 1.0549845695, output_fired_time: 0.8814170957, propagate_forward_time: 21.2756195068, propagate_backward_time: 35.9107437134, weight_update_time: 0.0795328766, other_time: 2.5780715942
epoch time: 4.9182100296s, input_fired_time: 0.3412595689, output_fired_time: 0.0000000000, propagate_forward_time: 4.2502050400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267455101
validation[          , genome  4472] predictions:    9607/  10000 (96.07%), best:    9647/10000 (96.47%), error:      1291.24976, best error:      1136.83423 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.8448982239s, input_fired_time: 1.5591166019, output_fired_time: 0.8786809444, propagate_forward_time: 21.5267715454, propagate_backward_time: 35.8096275330, weight_update_time: 0.0789409727, other_time: 2.0707015991
epoch time: 4.9234972000s, input_fired_time: 0.0913058445, output_fired_time: 0.0000000000, propagate_forward_time: 4.5025091171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296823502
validation[          , genome  4472] predictions:    9624/  10000 (96.24%), best:    9647/10000 (96.47%), error:      1200.19519, best error:      1136.83423 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.7557220459s, input_fired_time: 1.5602933168, output_fired_time: 0.8822426796, propagate_forward_time: 20.6009330750, propagate_backward_time: 35.6116561890, weight_update_time: 0.0797125772, other_time: 3.1005935669
epoch time: 4.9588932991s, input_fired_time: 0.0911568850, output_fired_time: 0.0000000000, propagate_forward_time: 4.5382738113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294625282
validation[          , genome  4472] predictions:    9570/  10000 (95.70%), best:    9647/10000 (96.47%), error:      1408.42407, best error:      1136.83423 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.2183456421s, input_fired_time: 0.8133307099, output_fired_time: 1.1356407404, propagate_forward_time: 22.8918151855, propagate_backward_time: 34.7985076904, weight_update_time: 0.0794013068, other_time: 2.5790519714
epoch time: 4.9701085091s, input_fired_time: 0.0930349007, output_fired_time: 0.0000000000, propagate_forward_time: 4.2946782112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823955536
validation[          , genome  4472] predictions:    9607/  10000 (96.07%), best:    9647/10000 (96.47%), error:      1237.57129, best error:      1136.83423 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 62.3386116028s, input_fired_time: 1.0632092953, output_fired_time: 0.6326497793, propagate_forward_time: 20.8917369843, propagate_backward_time: 36.4187583923, weight_update_time: 0.0795696825, other_time: 3.3322563171
epoch time: 5.0557622910s, input_fired_time: 0.0943415761, output_fired_time: 0.0000000000, propagate_forward_time: 4.6273498535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340706825
validation[          , genome  4472] predictions:    9632/  10000 (96.32%), best:    9647/10000 (96.47%), error:      1208.85168, best error:      1136.83423 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 62.4289054871s, input_fired_time: 1.0688669682, output_fired_time: 0.6369345784, propagate_forward_time: 22.4626693726, propagate_backward_time: 35.9187088013, weight_update_time: 0.0802307576, other_time: 2.3417243958
epoch time: 4.7323865891s, input_fired_time: 0.0903657973, output_fired_time: 0.0000000000, propagate_forward_time: 4.0623211861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5796995163
validation[          , genome  4472] predictions:    9605/  10000 (96.05%), best:    9647/10000 (96.47%), error:      1304.17969, best error:      1136.83423 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 62.3033981323s, input_fired_time: 1.5683497190, output_fired_time: 0.8916286826, propagate_forward_time: 22.2397117615, propagate_backward_time: 35.2613449097, weight_update_time: 0.0800807253, other_time: 2.3423652649
epoch time: 4.9470152855s, input_fired_time: 0.0914430767, output_fired_time: 0.0000000000, propagate_forward_time: 4.2771730423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783991814
validation[          , genome  4472] predictions:    9591/  10000 (95.91%), best:    9647/10000 (96.47%), error:      1300.25085, best error:      1136.83423 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.3027000427s, input_fired_time: 1.3258758783, output_fired_time: 0.8975338340, propagate_forward_time: 21.6361694336, propagate_backward_time: 36.0802841187, weight_update_time: 0.3308748901, other_time: 3.3628387451
epoch time: 4.9743800163s, input_fired_time: 0.0916580930, output_fired_time: 0.0000000000, propagate_forward_time: 4.5498547554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328671455
validation[          , genome  4472] predictions:    9614/  10000 (96.14%), best:    9647/10000 (96.47%), error:      1256.91541, best error:      1136.83423 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.7804870605s, input_fired_time: 1.0757838488, output_fired_time: 0.8925326467, propagate_forward_time: 23.1171169281, propagate_backward_time: 35.8460273743, weight_update_time: 0.0805246457, other_time: 1.8490257263
epoch time: 4.9914083481s, input_fired_time: 0.0917298272, output_fired_time: 0.0000000000, propagate_forward_time: 4.0667257309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8329529762
validation[          , genome  4472] predictions:    9594/  10000 (95.94%), best:    9647/10000 (96.47%), error:      1320.77808, best error:      1136.83423 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.8114128113s, input_fired_time: 1.5676667690, output_fired_time: 1.1410567760, propagate_forward_time: 21.0199470520, propagate_backward_time: 36.9856262207, weight_update_time: 0.0804447830, other_time: 2.0971183777
epoch time: 5.0371580124s, input_fired_time: 0.0927814841, output_fired_time: 0.0000000000, propagate_forward_time: 4.6087255478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356509209
validation[          , genome  4472] predictions:    9627/  10000 (96.27%), best:    9647/10000 (96.47%), error:      1255.91724, best error:      1136.83423 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.8137969971s, input_fired_time: 0.8243005872, output_fired_time: 0.6420547962, propagate_forward_time: 21.8680458069, propagate_backward_time: 36.6259689331, weight_update_time: 0.0805538371, other_time: 2.8534278870
epoch time: 4.9641184807s, input_fired_time: 0.0922341570, output_fired_time: 0.0000000000, propagate_forward_time: 4.5430226326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288617134
validation[          , genome  4472] predictions:    9658/  10000 (96.58%), best:    9647/10000 (96.47%), error:      1148.26953, best error:      1136.83423 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 62.5137023926s, input_fired_time: 0.8170632720, output_fired_time: 0.8904367685, propagate_forward_time: 22.4283370972, propagate_backward_time: 35.7800025940, weight_update_time: 0.0801949203, other_time: 2.5978622437
epoch time: 4.9666862488s, input_fired_time: 0.0921122581, output_fired_time: 0.0000000000, propagate_forward_time: 4.5440597534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305144310
validation[          , genome  4472] predictions:    9491/  10000 (94.91%), best:    9647/10000 (96.47%), error:      1613.89551, best error:      1136.83423 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.5996932983s, input_fired_time: 1.0698472261, output_fired_time: 0.6358222961, propagate_forward_time: 21.0071830750, propagate_backward_time: 37.5435066223, weight_update_time: 0.0801529437, other_time: 2.3433341980
epoch time: 5.0007576942s, input_fired_time: 0.0923575386, output_fired_time: 0.0000000000, propagate_forward_time: 4.5759572983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324427605
validation[          , genome  4472] predictions:    9612/  10000 (96.12%), best:    9647/10000 (96.47%), error:      1204.63538, best error:      1136.83423 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 62.9516792297s, input_fired_time: 0.8250617981, output_fired_time: 0.8902462125, propagate_forward_time: 21.6491680145, propagate_backward_time: 37.4684753418, weight_update_time: 0.0815148875, other_time: 2.1187286377
epoch time: 4.9692111015s, input_fired_time: 0.0913836509, output_fired_time: 0.0000000000, propagate_forward_time: 4.5466060638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312215805
validation[          , genome  4472] predictions:    9608/  10000 (96.08%), best:    9647/10000 (96.47%), error:      1252.02917, best error:      1136.83423 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 62.2364959717s, input_fired_time: 1.0619189739, output_fired_time: 1.1355303526, propagate_forward_time: 21.3474941254, propagate_backward_time: 36.3460807800, weight_update_time: 0.0801518708, other_time: 2.3454704285
epoch time: 4.9115114212s, input_fired_time: 0.0904195979, output_fired_time: 0.0000000000, propagate_forward_time: 4.4956426620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254489899
validation[          , genome  4472] predictions:    9623/  10000 (96.23%), best:    9647/10000 (96.47%), error:      1226.97803, best error:      1136.83423 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.9231414795s, input_fired_time: 1.0616511106, output_fired_time: 0.6328065991, propagate_forward_time: 21.3358592987, propagate_backward_time: 37.0534057617, weight_update_time: 0.0801201537, other_time: 1.8394241333
epoch time: 4.9377703667s, input_fired_time: 0.0915813521, output_fired_time: 0.0000000000, propagate_forward_time: 4.2695183754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766706467
validation[          , genome  4472] predictions:    9617/  10000 (96.17%), best:    9647/10000 (96.47%), error:      1254.85449, best error:      1136.83423 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 62.2168693542s, input_fired_time: 0.8096235991, output_fired_time: 1.3861037493, propagate_forward_time: 22.1138534546, propagate_backward_time: 36.0609016418, weight_update_time: 0.0803868696, other_time: 1.8463859558
epoch time: 5.0297451019s, input_fired_time: 0.0923150480, output_fired_time: 0.0000000000, propagate_forward_time: 4.6031627655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342671394
validation[          , genome  4472] predictions:    9599/  10000 (95.99%), best:    9647/10000 (96.47%), error:      1312.89270, best error:      1136.83423 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.8021888733s, input_fired_time: 0.8137893081, output_fired_time: 1.1318027973, propagate_forward_time: 22.5994071960, propagate_backward_time: 35.1779136658, weight_update_time: 0.0795620605, other_time: 2.0792770386
epoch time: 4.9197278023s, input_fired_time: 0.0900939181, output_fired_time: 0.0000000000, propagate_forward_time: 4.5026216507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270120621
validation[          , genome  4472] predictions:    9649/  10000 (96.49%), best:    9647/10000 (96.47%), error:      1195.23279, best error:      1136.83423 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.4045448303s, input_fired_time: 1.0610779524, output_fired_time: 0.8873417974, propagate_forward_time: 21.9349193573, propagate_backward_time: 35.9292602539, weight_update_time: 0.0798635930, other_time: 2.5919494629
epoch time: 4.9484658241s, input_fired_time: 0.0897646919, output_fired_time: 0.0000000000, propagate_forward_time: 4.5285449028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301563263
validation[          , genome  4472] predictions:    9628/  10000 (96.28%), best:    9647/10000 (96.47%), error:      1212.36914, best error:      1136.83423 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 62.0178527832s, input_fired_time: 1.3127048016, output_fired_time: 0.8868671656, propagate_forward_time: 21.8806915283, propagate_backward_time: 35.3478240967, weight_update_time: 0.3299621642, other_time: 2.5897636414
epoch time: 5.0813655853s, input_fired_time: 0.0937200114, output_fired_time: 0.0000000000, propagate_forward_time: 4.6516594887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359861374
validation[          , genome  4472] predictions:    9570/  10000 (95.70%), best:    9647/10000 (96.47%), error:      1377.15955, best error:      1136.83423 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 62.1136550903s, input_fired_time: 0.8148548007, output_fired_time: 0.8851211667, propagate_forward_time: 22.6834373474, propagate_backward_time: 35.1256408691, weight_update_time: 0.0804355443, other_time: 2.6046028137
epoch time: 4.9551229477s, input_fired_time: 0.0910575092, output_fired_time: 0.0000000000, propagate_forward_time: 4.5309352875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331303596
validation[          , genome  4472] predictions:    9650/  10000 (96.50%), best:    9647/10000 (96.47%), error:      1196.19824, best error:      1136.83423 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.9140205383s, input_fired_time: 1.0624737740, output_fired_time: 0.6359488964, propagate_forward_time: 21.5642681122, propagate_backward_time: 36.2995071411, weight_update_time: 0.0802732185, other_time: 2.3518218994
epoch time: 4.9529085159s, input_fired_time: 0.3411390185, output_fired_time: 0.0000000000, propagate_forward_time: 4.2800722122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316974640
validation[          , genome  4472] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1161.89380, best error:      1136.83423 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 62.1904067993s, input_fired_time: 0.8086675406, output_fired_time: 1.1331461668, propagate_forward_time: 21.8107948303, propagate_backward_time: 36.3346405029, weight_update_time: 0.3305758238, other_time: 2.1031608582
epoch time: 4.6911997795s, input_fired_time: 0.0909827873, output_fired_time: 0.0000000000, propagate_forward_time: 4.2712697983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289470673
validation[          , genome  4472] predictions:    9640/  10000 (96.40%), best:    9647/10000 (96.47%), error:      1198.28333, best error:      1136.83423 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.8220481873s, input_fired_time: 0.8092739582, output_fired_time: 0.6318671703, propagate_forward_time: 21.5664291382, propagate_backward_time: 36.4693107605, weight_update_time: 0.0799342766, other_time: 2.3451690674
epoch time: 4.6488919258s, input_fired_time: 0.0897350237, output_fired_time: 0.0000000000, propagate_forward_time: 4.2299723625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291845322
validation[          , genome  4472] predictions:    9654/  10000 (96.54%), best:    9647/10000 (96.47%), error:      1173.51709, best error:      1136.83423 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.7767944336s, input_fired_time: 1.0623617172, output_fired_time: 0.8832133412, propagate_forward_time: 21.7929019928, propagate_backward_time: 34.9425773621, weight_update_time: 0.3299909234, other_time: 3.0957374573
epoch time: 4.6953101158s, input_fired_time: 0.0910739303, output_fired_time: 0.0000000000, propagate_forward_time: 4.0243182182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799179077
validation[          , genome  4472] predictions:    9632/  10000 (96.32%), best:    9647/10000 (96.47%), error:      1208.54211, best error:      1136.83423 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.8867073059s, input_fired_time: 1.3125865459, output_fired_time: 0.6358556747, propagate_forward_time: 22.8475055695, propagate_backward_time: 35.2364425659, weight_update_time: 0.0803781897, other_time: 1.8543167114
epoch time: 4.9340224266s, input_fired_time: 0.0910186321, output_fired_time: 0.0000000000, propagate_forward_time: 4.5164823532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265213966
validation[          , genome  4472] predictions:    9630/  10000 (96.30%), best:    9647/10000 (96.47%), error:      1268.19031, best error:      1136.83423 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.8162269592s, input_fired_time: 0.8163124323, output_fired_time: 0.8845810294, propagate_forward_time: 23.1012878418, propagate_backward_time: 34.6652412415, weight_update_time: 0.0799281225, other_time: 2.3488044739
epoch time: 4.9796633720s, input_fired_time: 0.0929023400, output_fired_time: 0.0000000000, propagate_forward_time: 4.3025054932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842556953
validation[          , genome  4472] predictions:    9627/  10000 (96.27%), best:    9647/10000 (96.47%), error:      1241.69446, best error:      1136.83423 on epoch:    61, 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: 24.8152637482s, input_fired_time: 0.7010331750, output_fired_time: 0.0000000000, propagate_forward_time: 22.3931846619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7210464478
best training[          , genome  4472] predictions:   49053/  50000 (98.11%), best:    9647/10000 (96.47%), error:      3452.28516, best error:      1136.83423 on epoch:    61, 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: 4.9380717278s, input_fired_time: 0.0885922238, output_fired_time: 0.0000000000, propagate_forward_time: 4.2709851265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784945488
   testing[          , genome  4472] predictions:    9678/  10000 (96.78%), best:    9647/10000 (96.47%), error:      1078.50598, best error:      1136.83423 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:30:45 (10760): called boinc_finish(0)

</stderr_txt>
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