Nameexact_genome_1512568488_44_1174_0
Workunit2577182
Created6 Dec 2017, 18:28:59 UTC
Sent6 Dec 2017, 18:32:53 UTC
Report deadline9 Dec 2017, 15:03:09 UTC
Received6 Dec 2017, 20:05:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 32 min 43 sec
CPU time1 hours 32 min 38 sec
Validate stateValid
Credit713.59
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.07 MB
Peak swap size150.61 MB
Peak disk usage0.84 MB

Stderr output

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

epoch time: 50.7903022766s, input_fired_time: 0.6035367250, output_fired_time: 0.4663209617, propagate_forward_time: 20.1916446686, propagate_backward_time: 27.3478870392, weight_update_time: 0.0840180814, other_time: 2.1809120178
epoch time: 4.4297289848s, input_fired_time: 0.0650152564, output_fired_time: 0.0000000000, propagate_forward_time: 3.9640779495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006357193
validation[          , genome  1174] predictions:    9385/  10000 (93.85%), best:    9385/10000 (93.85%), error:      2210.84937, best error:      2210.84937 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.3516235352s, input_fired_time: 0.6015882492, output_fired_time: 0.4603359401, propagate_forward_time: 19.9996109009, propagate_backward_time: 27.1241302490, weight_update_time: 0.0831445009, other_time: 2.1659584045
epoch time: 4.5014486313s, input_fired_time: 0.0657320321, output_fired_time: 0.0000000000, propagate_forward_time: 4.0307426453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049739838
validation[          , genome  1174] predictions:    9320/  10000 (93.20%), best:    9385/10000 (93.85%), error:      2334.02661, best error:      2210.84937 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.3371925354s, input_fired_time: 0.5969687700, output_fired_time: 0.4504732490, propagate_forward_time: 19.9905643463, propagate_backward_time: 27.1371459961, weight_update_time: 0.0834405795, other_time: 2.1620388031
epoch time: 4.4651970863s, input_fired_time: 0.0653266981, output_fired_time: 0.0000000000, propagate_forward_time: 3.9992845058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005858898
validation[          , genome  1174] predictions:    9372/  10000 (93.72%), best:    9372/10000 (93.72%), error:      2174.84546, best error:      2174.84546 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.3363227844s, input_fired_time: 0.5974470973, output_fired_time: 0.4510493279, propagate_forward_time: 19.9868583679, propagate_backward_time: 27.1317062378, weight_update_time: 0.0834872052, other_time: 2.1692619324
epoch time: 4.4540925026s, input_fired_time: 0.0649471506, output_fired_time: 0.0000000000, propagate_forward_time: 3.9933969975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957483768
validation[          , genome  1174] predictions:    9317/  10000 (93.17%), best:    9372/10000 (93.72%), error:      2388.46191, best error:      2174.84546 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.3362731934s, input_fired_time: 0.5971783400, output_fired_time: 0.4507427216, propagate_forward_time: 19.9852790833, propagate_backward_time: 27.1302089691, weight_update_time: 0.0831442550, other_time: 2.1728649139
epoch time: 4.4590492249s, input_fired_time: 0.0652079582, output_fired_time: 0.0000000000, propagate_forward_time: 3.9928677082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009735584
validation[          , genome  1174] predictions:    9376/  10000 (93.76%), best:    9376/10000 (93.76%), error:      2172.39087, best error:      2172.39087 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 50.4333572388s, input_fired_time: 0.5994449258, output_fired_time: 0.4562706947, propagate_forward_time: 20.0422992706, propagate_backward_time: 27.1584815979, weight_update_time: 0.0835601985, other_time: 2.1768589020
epoch time: 4.4916052818s, input_fired_time: 0.0645615086, output_fired_time: 0.0000000000, propagate_forward_time: 4.0234284401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036154747
validation[          , genome  1174] predictions:    9347/  10000 (93.47%), best:    9376/10000 (93.76%), error:      2259.61230, best error:      2172.39087 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 50.4114799500s, input_fired_time: 0.5987328887, output_fired_time: 0.4602419138, propagate_forward_time: 20.0584392548, propagate_backward_time: 27.1130104065, weight_update_time: 0.0834616944, other_time: 2.1810550690
epoch time: 4.4655618668s, input_fired_time: 0.0647770539, output_fired_time: 0.0000000000, propagate_forward_time: 3.9982750416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025099277
validation[          , genome  1174] predictions:    9349/  10000 (93.49%), best:    9376/10000 (93.76%), error:      2193.45459, best error:      2172.39087 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 50.2929801941s, input_fired_time: 0.5983661413, output_fired_time: 0.4536581635, propagate_forward_time: 19.9810981750, propagate_backward_time: 27.0960636139, weight_update_time: 0.0831574351, other_time: 2.1637935638
epoch time: 4.4676527977s, input_fired_time: 0.0650308058, output_fired_time: 0.0000000000, propagate_forward_time: 4.0001144409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025077820
validation[          , genome  1174] predictions:    9378/  10000 (93.78%), best:    9378/10000 (93.78%), error:      2171.71802, best error:      2171.71802 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.2128829956s, input_fired_time: 0.5955554247, output_fired_time: 0.4504342675, propagate_forward_time: 19.9453659058, propagate_backward_time: 27.0717563629, weight_update_time: 0.0832684636, other_time: 2.1497707367
epoch time: 4.4921984673s, input_fired_time: 0.0657233447, output_fired_time: 0.0000000000, propagate_forward_time: 4.0225014687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039735794
validation[          , genome  1174] predictions:    9365/  10000 (93.65%), best:    9378/10000 (93.78%), error:      2179.12134, best error:      2171.71802 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 48.7516174316s, input_fired_time: 0.5874156356, output_fired_time: 0.4454382956, propagate_forward_time: 19.3474578857, propagate_backward_time: 26.2553195953, weight_update_time: 0.0809628889, other_time: 2.1159877777
epoch time: 4.4851112366s, input_fired_time: 0.0650817752, output_fired_time: 0.0000000000, propagate_forward_time: 4.0261845589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938450813
validation[          , genome  1174] predictions:    9395/  10000 (93.95%), best:    9395/10000 (93.95%), error:      2159.78394, best error:      2159.78394 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.1291770935s, input_fired_time: 0.5983443856, output_fired_time: 0.4544010162, propagate_forward_time: 19.9637660980, propagate_backward_time: 26.9664955139, weight_update_time: 0.0828558952, other_time: 2.1461696625
epoch time: 4.4320416451s, input_fired_time: 0.0652108267, output_fired_time: 0.0000000000, propagate_forward_time: 3.9678258896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990049362
validation[          , genome  1174] predictions:    9361/  10000 (93.61%), best:    9395/10000 (93.95%), error:      2218.52222, best error:      2159.78394 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.6195793152s, input_fired_time: 0.5949736834, output_fired_time: 0.4497249722, propagate_forward_time: 19.6902465820, propagate_backward_time: 26.7182846069, weight_update_time: 0.0823200941, other_time: 2.1663475037
epoch time: 4.4613780975s, input_fired_time: 0.0642750710, output_fired_time: 0.0000000000, propagate_forward_time: 3.9957683086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013345242
validation[          , genome  1174] predictions:    9365/  10000 (93.65%), best:    9395/10000 (93.95%), error:      2188.61377, best error:      2159.78394 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.7566795349s, input_fired_time: 0.5941898823, output_fired_time: 0.4481847584, propagate_forward_time: 19.7726554871, propagate_backward_time: 26.7937240601, weight_update_time: 0.0825658366, other_time: 2.1479263306
epoch time: 4.1619610786s, input_fired_time: 0.0612564944, output_fired_time: 0.0000000000, propagate_forward_time: 3.7177338600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829708099
validation[          , genome  1174] predictions:    9386/  10000 (93.86%), best:    9386/10000 (93.86%), error:      2148.01196, best error:      2148.01196 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.1037254333s, input_fired_time: 0.5997156501, output_fired_time: 0.4577780366, propagate_forward_time: 19.8723926544, propagate_backward_time: 27.0230903625, weight_update_time: 0.0832527876, other_time: 2.1507472992
epoch time: 4.4083786011s, input_fired_time: 0.0651089847, output_fired_time: 0.0000000000, propagate_forward_time: 3.9411325455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021372795
validation[          , genome  1174] predictions:    9386/  10000 (93.86%), best:    9386/10000 (93.86%), error:      2209.93530, best error:      2148.01196 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.6384353638s, input_fired_time: 0.5958665013, output_fired_time: 0.4535581470, propagate_forward_time: 19.6784591675, propagate_backward_time: 26.7167453766, weight_update_time: 0.0821786076, other_time: 2.1938037872
epoch time: 4.4701681137s, input_fired_time: 0.0656000674, output_fired_time: 0.0000000000, propagate_forward_time: 4.0022511482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023170471
validation[          , genome  1174] predictions:    9385/  10000 (93.85%), best:    9385/10000 (93.85%), error:      2146.59546, best error:      2146.59546 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 49.6633377075s, input_fired_time: 0.5927770734, output_fired_time: 0.4486531019, propagate_forward_time: 19.7402687073, propagate_backward_time: 26.6977901459, weight_update_time: 0.0820035711, other_time: 2.1838474274
epoch time: 4.4607105255s, input_fired_time: 0.0645162314, output_fired_time: 0.0000000000, propagate_forward_time: 3.9953708649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008235931
validation[          , genome  1174] predictions:    9378/  10000 (93.78%), best:    9385/10000 (93.85%), error:      2175.20557, best error:      2146.59546 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.2539176941s, input_fired_time: 0.6000661850, output_fired_time: 0.4540379643, propagate_forward_time: 19.9841041565, propagate_backward_time: 27.0568981171, weight_update_time: 0.0832043439, other_time: 2.1588115692
epoch time: 4.2737317085s, input_fired_time: 0.0629704297, output_fired_time: 0.0000000000, propagate_forward_time: 3.8199062347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908548355
validation[          , genome  1174] predictions:    9390/  10000 (93.90%), best:    9385/10000 (93.85%), error:      2151.86279, best error:      2146.59546 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 50.5063934326s, input_fired_time: 0.6143820882, output_fired_time: 0.4574978352, propagate_forward_time: 20.0691299438, propagate_backward_time: 27.1850414276, weight_update_time: 0.0859496221, other_time: 2.1803417206
epoch time: 4.4933223724s, input_fired_time: 0.0657292530, output_fired_time: 0.0000000000, propagate_forward_time: 4.0252556801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023375511
validation[          , genome  1174] predictions:    9390/  10000 (93.90%), best:    9390/10000 (93.90%), error:      2137.94263, best error:      2137.94263 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 50.2560462952s, input_fired_time: 0.6008548141, output_fired_time: 0.4599155188, propagate_forward_time: 19.9684391022, propagate_backward_time: 27.0489997864, weight_update_time: 0.0831227675, other_time: 2.1778392792
epoch time: 4.4890022278s, input_fired_time: 0.0658591986, output_fired_time: 0.0000000000, propagate_forward_time: 4.0238471031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992958069
validation[          , genome  1174] predictions:    9248/  10000 (92.48%), best:    9390/10000 (93.90%), error:      2558.48071, best error:      2137.94263 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.5593948364s, input_fired_time: 0.6054547429, output_fired_time: 0.4607838094, propagate_forward_time: 20.1126956940, propagate_backward_time: 27.2039012909, weight_update_time: 0.0838501379, other_time: 2.1765594482
epoch time: 4.4939956665s, input_fired_time: 0.0656414255, output_fired_time: 0.0000000000, propagate_forward_time: 4.0249981880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033560753
validation[          , genome  1174] predictions:    9364/  10000 (93.64%), best:    9390/10000 (93.90%), error:      2155.23877, best error:      2137.94263 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 50.5718498230s, input_fired_time: 0.6052451730, output_fired_time: 0.4611870050, propagate_forward_time: 20.1161003113, propagate_backward_time: 27.2103214264, weight_update_time: 0.0838602036, other_time: 2.1789989471
epoch time: 4.4931435585s, input_fired_time: 0.0662593469, output_fired_time: 0.0000000000, propagate_forward_time: 4.0229086876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039754868
validation[          , genome  1174] predictions:    9345/  10000 (93.45%), best:    9390/10000 (93.90%), error:      2195.22681, best error:      2137.94263 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 50.5671463013s, input_fired_time: 0.6062161922, output_fired_time: 0.4604013562, propagate_forward_time: 20.1130046844, propagate_backward_time: 27.2127285004, weight_update_time: 0.0835483372, other_time: 2.1747970581
epoch time: 4.4947385788s, input_fired_time: 0.0662344471, output_fired_time: 0.0000000000, propagate_forward_time: 4.0244259834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040780067
validation[          , genome  1174] predictions:    9396/  10000 (93.96%), best:    9396/10000 (93.96%), error:      2111.67847, best error:      2111.67847 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 50.5565032959s, input_fired_time: 0.6060098410, output_fired_time: 0.4598589838, propagate_forward_time: 20.1119079590, propagate_backward_time: 27.2044887543, weight_update_time: 0.0835732445, other_time: 2.1742382050
epoch time: 4.4937500954s, input_fired_time: 0.0661666170, output_fired_time: 0.0000000000, propagate_forward_time: 4.0230932236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044904709
validation[          , genome  1174] predictions:    9392/  10000 (93.92%), best:    9396/10000 (93.96%), error:      2113.13110, best error:      2111.67847 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 50.5702552795s, input_fired_time: 0.6074084640, output_fired_time: 0.4607914686, propagate_forward_time: 20.1155281067, propagate_backward_time: 27.2135581970, weight_update_time: 0.0836012065, other_time: 2.1729698181
epoch time: 4.4948945045s, input_fired_time: 0.0659946054, output_fired_time: 0.0000000000, propagate_forward_time: 4.0253028870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035968781
validation[          , genome  1174] predictions:    9414/  10000 (94.14%), best:    9414/10000 (94.14%), error:      2073.82275, best error:      2073.82275 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 50.5617332458s, input_fired_time: 0.6071708202, output_fired_time: 0.4599123001, propagate_forward_time: 20.1140060425, propagate_backward_time: 27.2123851776, weight_update_time: 0.0838436708, other_time: 2.1682605743
epoch time: 4.4933915138s, input_fired_time: 0.0663978904, output_fired_time: 0.0000000000, propagate_forward_time: 4.0233831406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036107063
validation[          , genome  1174] predictions:    9407/  10000 (94.07%), best:    9407/10000 (94.07%), error:      2068.31177, best error:      2068.31177 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.5315093994s, input_fired_time: 0.6071930528, output_fired_time: 0.4598773718, propagate_forward_time: 20.1017417908, propagate_backward_time: 27.1950168610, weight_update_time: 0.0834695622, other_time: 2.1676807404
epoch time: 4.4859561920s, input_fired_time: 0.0660678893, output_fired_time: 0.0000000000, propagate_forward_time: 4.0219435692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979449272
validation[          , genome  1174] predictions:    9342/  10000 (93.42%), best:    9407/10000 (94.07%), error:      2228.14014, best error:      2068.31177 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.5131340027s, input_fired_time: 0.6060187221, output_fired_time: 0.4601312876, propagate_forward_time: 20.1054573059, propagate_backward_time: 27.1997032166, weight_update_time: 0.0835914686, other_time: 2.1418228149
epoch time: 4.4851603508s, input_fired_time: 0.0660347939, output_fired_time: 0.0000000000, propagate_forward_time: 4.0215811729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975443840
validation[          , genome  1174] predictions:    9396/  10000 (93.96%), best:    9407/10000 (94.07%), error:      2112.88428, best error:      2068.31177 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.5402488708s, input_fired_time: 0.6054999828, output_fired_time: 0.4606178105, propagate_forward_time: 20.1022357941, propagate_backward_time: 27.1952152252, weight_update_time: 0.0836317763, other_time: 2.1766815186
epoch time: 4.4914488792s, input_fired_time: 0.0665504411, output_fired_time: 0.0000000000, propagate_forward_time: 4.0211682320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037303925
validation[          , genome  1174] predictions:    9416/  10000 (94.16%), best:    9407/10000 (94.07%), error:      2070.58862, best error:      2068.31177 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.5203742981s, input_fired_time: 0.6062053442, output_fired_time: 0.4605908096, propagate_forward_time: 20.1093750000, propagate_backward_time: 27.2013206482, weight_update_time: 0.0835445002, other_time: 2.1428833008
epoch time: 4.4881944656s, input_fired_time: 0.0662273392, output_fired_time: 0.0000000000, propagate_forward_time: 4.0249438286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970232010
validation[          , genome  1174] predictions:    9401/  10000 (94.01%), best:    9407/10000 (94.07%), error:      2087.65967, best error:      2068.31177 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.5963211060s, input_fired_time: 0.6086084843, output_fired_time: 0.4620083570, propagate_forward_time: 20.1149120331, propagate_backward_time: 27.2298412323, weight_update_time: 0.0836263970, other_time: 2.1809501648
epoch time: 4.4531321526s, input_fired_time: 0.0660823211, output_fired_time: 0.0000000000, propagate_forward_time: 3.9918680191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951816559
validation[          , genome  1174] predictions:    9349/  10000 (93.49%), best:    9407/10000 (94.07%), error:      2241.13770, best error:      2068.31177 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 48.6942176819s, input_fired_time: 0.5913711190, output_fired_time: 0.4501897395, propagate_forward_time: 19.2761421204, propagate_backward_time: 26.2849597931, weight_update_time: 0.0811343044, other_time: 2.0915546417
epoch time: 4.4741740227s, input_fired_time: 0.0661562979, output_fired_time: 0.0000000000, propagate_forward_time: 4.0126881599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953294754
validation[          , genome  1174] predictions:    9415/  10000 (94.15%), best:    9407/10000 (94.07%), error:      2069.66064, best error:      2068.31177 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.5124168396s, input_fired_time: 0.6074914336, output_fired_time: 0.4647588432, propagate_forward_time: 20.0314407349, propagate_backward_time: 27.2391071320, weight_update_time: 0.0838610306, other_time: 2.1696186066
epoch time: 4.4734292030s, input_fired_time: 0.0661939159, output_fired_time: 0.0000000000, propagate_forward_time: 4.0046749115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025602341
validation[          , genome  1174] predictions:    9409/  10000 (94.09%), best:    9407/10000 (94.07%), error:      2097.39038, best error:      2068.31177 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 50.2968711853s, input_fired_time: 0.6053590178, output_fired_time: 0.4601784945, propagate_forward_time: 19.9609241486, propagate_backward_time: 27.1092090607, weight_update_time: 0.0834875181, other_time: 2.1612014771
epoch time: 3.9941608906s, input_fired_time: 0.0607643686, output_fired_time: 0.0000000000, propagate_forward_time: 3.5597548485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736417294
validation[          , genome  1174] predictions:    9391/  10000 (93.91%), best:    9407/10000 (94.07%), error:      2094.60327, best error:      2068.31177 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.6851997375s, input_fired_time: 0.6053109169, output_fired_time: 0.4641978443, propagate_forward_time: 19.6930732727, propagate_backward_time: 26.7805747986, weight_update_time: 0.0823939145, other_time: 2.1420402527
epoch time: 4.4657645226s, input_fired_time: 0.0659497306, output_fired_time: 0.0000000000, propagate_forward_time: 4.0006475449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991670609
validation[          , genome  1174] predictions:    9406/  10000 (94.06%), best:    9407/10000 (94.07%), error:      2094.35010, best error:      2068.31177 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.0165710449s, input_fired_time: 0.5991112590, output_fired_time: 0.4519178271, propagate_forward_time: 19.8379955292, propagate_backward_time: 26.9826507568, weight_update_time: 0.0829960555, other_time: 2.1448955536
epoch time: 4.4597105980s, input_fired_time: 0.0656376481, output_fired_time: 0.0000000000, propagate_forward_time: 3.9924936295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015793800
validation[          , genome  1174] predictions:    9411/  10000 (94.11%), best:    9411/10000 (94.11%), error:      2063.04053, best error:      2063.04053 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.6368865967s, input_fired_time: 0.5968617797, output_fired_time: 0.4536002576, propagate_forward_time: 19.7359867096, propagate_backward_time: 26.7176876068, weight_update_time: 0.0821174458, other_time: 2.1327476501
epoch time: 4.4528903961s, input_fired_time: 0.0646187216, output_fired_time: 0.0000000000, propagate_forward_time: 3.9897847176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984870911
validation[          , genome  1174] predictions:    9397/  10000 (93.97%), best:    9411/10000 (94.11%), error:      2071.55054, best error:      2063.04053 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 50.2066078186s, input_fired_time: 0.6015364528, output_fired_time: 0.4601308107, propagate_forward_time: 19.9865531921, propagate_backward_time: 27.0110301971, weight_update_time: 0.0830048844, other_time: 2.1473560333
epoch time: 4.4647192955s, input_fired_time: 0.0654902011, output_fired_time: 0.0000000000, propagate_forward_time: 3.9992291927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999998569
validation[          , genome  1174] predictions:    9377/  10000 (93.77%), best:    9411/10000 (94.11%), error:      2140.61450, best error:      2063.04053 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.2410011292s, input_fired_time: 0.6025058627, output_fired_time: 0.4603689313, propagate_forward_time: 19.9954357147, propagate_backward_time: 27.0287628174, weight_update_time: 0.0833053961, other_time: 2.1539287567
epoch time: 4.4612798691s, input_fired_time: 0.0660670400, output_fired_time: 0.0000000000, propagate_forward_time: 4.0024242401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927884102
validation[          , genome  1174] predictions:    9418/  10000 (94.18%), best:    9418/10000 (94.18%), error:      2044.77600, best error:      2044.77600 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 50.1749801636s, input_fired_time: 0.6015177965, output_fired_time: 0.4553296566, propagate_forward_time: 19.9579658508, propagate_backward_time: 27.0019359589, weight_update_time: 0.0829986408, other_time: 2.1582317352
epoch time: 4.4676027298s, input_fired_time: 0.0663994178, output_fired_time: 0.0000000000, propagate_forward_time: 4.0087432861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924598694
validation[          , genome  1174] predictions:    9405/  10000 (94.05%), best:    9418/10000 (94.18%), error:      2090.28760, best error:      2044.77600 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 49.3526611328s, input_fired_time: 0.5939245820, output_fired_time: 0.4480964243, propagate_forward_time: 19.5753707886, propagate_backward_time: 26.6007785797, weight_update_time: 0.0817297250, other_time: 2.1344890594
epoch time: 4.4551320076s, input_fired_time: 0.0657617077, output_fired_time: 0.0000000000, propagate_forward_time: 3.9888672829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005031586
validation[          , genome  1174] predictions:    9412/  10000 (94.12%), best:    9412/10000 (94.12%), error:      2027.16638, best error:      2027.16638 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 50.2475051880s, input_fired_time: 0.6042319536, output_fired_time: 0.4557919204, propagate_forward_time: 19.9612388611, propagate_backward_time: 27.0638446808, weight_update_time: 0.0831983685, other_time: 2.1623973846
epoch time: 4.4571170807s, input_fired_time: 0.0657169819, output_fired_time: 0.0000000000, propagate_forward_time: 3.9900965691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013037682
validation[          , genome  1174] predictions:    9416/  10000 (94.16%), best:    9412/10000 (94.12%), error:      2032.37769, best error:      2027.16638 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.7365493774s, input_fired_time: 0.5978532434, output_fired_time: 0.4485204816, propagate_forward_time: 19.7357082367, propagate_backward_time: 26.8089199066, weight_update_time: 0.0823073611, other_time: 2.1455459595
epoch time: 4.3815159798s, input_fired_time: 0.0651416257, output_fired_time: 0.0000000000, propagate_forward_time: 3.9234769344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928973675
validation[          , genome  1174] predictions:    9406/  10000 (94.06%), best:    9412/10000 (94.12%), error:      2113.07056, best error:      2027.16638 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.3888473511s, input_fired_time: 0.6070539355, output_fired_time: 0.4634583294, propagate_forward_time: 19.9997310638, propagate_backward_time: 27.1630916595, weight_update_time: 0.0836267099, other_time: 2.1555099487
epoch time: 4.4768548012s, input_fired_time: 0.0659560040, output_fired_time: 0.0000000000, propagate_forward_time: 4.0102910995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006075859
validation[          , genome  1174] predictions:    9328/  10000 (93.28%), best:    9412/10000 (94.12%), error:      2312.34058, best error:      2027.16638 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 50.0386199951s, input_fired_time: 0.5997325778, output_fired_time: 0.4516165555, propagate_forward_time: 19.9320831299, propagate_backward_time: 26.9109210968, weight_update_time: 0.0827951506, other_time: 2.1442661285
epoch time: 4.4424262047s, input_fired_time: 0.0653801188, output_fired_time: 0.0000000000, propagate_forward_time: 3.9770526886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999934196
validation[          , genome  1174] predictions:    9377/  10000 (93.77%), best:    9412/10000 (94.12%), error:      2204.66968, best error:      2027.16638 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.0343780518s, input_fired_time: 0.6020440459, output_fired_time: 0.4583119452, propagate_forward_time: 19.8778228760, propagate_backward_time: 26.9655399323, weight_update_time: 0.0831239149, other_time: 2.1306591034
epoch time: 4.4381532669s, input_fired_time: 0.0655150637, output_fired_time: 0.0000000000, propagate_forward_time: 3.9794018269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932363987
validation[          , genome  1174] predictions:    9405/  10000 (94.05%), best:    9412/10000 (94.12%), error:      2066.99902, best error:      2027.16638 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.0459060669s, input_fired_time: 0.6030988693, output_fired_time: 0.4591094255, propagate_forward_time: 19.8868656158, propagate_backward_time: 26.9590454102, weight_update_time: 0.0829247385, other_time: 2.1377849579
epoch time: 4.4399900436s, input_fired_time: 0.0660504699, output_fired_time: 0.0000000000, propagate_forward_time: 3.9748973846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990421295
validation[          , genome  1174] predictions:    9409/  10000 (94.09%), best:    9412/10000 (94.12%), error:      2039.83667, best error:      2027.16638 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.9173812866s, input_fired_time: 0.6014467478, output_fired_time: 0.4575391710, propagate_forward_time: 19.8580684662, propagate_backward_time: 26.8671607971, weight_update_time: 0.0827186257, other_time: 2.1331653595
epoch time: 4.4535751343s, input_fired_time: 0.0653118715, output_fired_time: 0.0000000000, propagate_forward_time: 3.9950745106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931887150
validation[          , genome  1174] predictions:    9382/  10000 (93.82%), best:    9412/10000 (94.12%), error:      2151.40381, best error:      2027.16638 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.1710739136s, input_fired_time: 0.6054109335, output_fired_time: 0.4598504007, propagate_forward_time: 19.9796600342, propagate_backward_time: 27.0021553040, weight_update_time: 0.0830139816, other_time: 2.1239967346
epoch time: 4.4601354599s, input_fired_time: 0.0659204274, output_fired_time: 0.0000000000, propagate_forward_time: 3.9948232174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993918896
validation[          , genome  1174] predictions:    9387/  10000 (93.87%), best:    9412/10000 (94.12%), error:      2184.85107, best error:      2027.16638 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 50.1882362366s, input_fired_time: 0.6035286188, output_fired_time: 0.4599336982, propagate_forward_time: 19.9766521454, propagate_backward_time: 26.9968776703, weight_update_time: 0.0830016434, other_time: 2.1512451172
epoch time: 4.4531683922s, input_fired_time: 0.0656452104, output_fired_time: 0.0000000000, propagate_forward_time: 3.9957833290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917398453
validation[          , genome  1174] predictions:    9415/  10000 (94.15%), best:    9412/10000 (94.12%), error:      2050.74243, best error:      2027.16638 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.0759925842s, input_fired_time: 0.6029710770, output_fired_time: 0.4590782821, propagate_forward_time: 19.9214134216, propagate_backward_time: 26.9718475342, weight_update_time: 0.0828988105, other_time: 2.1206817627
epoch time: 4.4362039566s, input_fired_time: 0.0657388717, output_fired_time: 0.0000000000, propagate_forward_time: 3.9774739742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929913044
validation[          , genome  1174] predictions:    9380/  10000 (93.80%), best:    9412/10000 (94.12%), error:      2146.94263, best error:      2027.16638 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 50.0432701111s, input_fired_time: 0.6018840075, output_fired_time: 0.4560683072, propagate_forward_time: 19.9046516418, propagate_backward_time: 26.9298439026, weight_update_time: 0.0828990415, other_time: 2.1508216858
epoch time: 4.4678363800s, input_fired_time: 0.0664974004, output_fired_time: 0.0000000000, propagate_forward_time: 4.0096487999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916902542
validation[          , genome  1174] predictions:    9428/  10000 (94.28%), best:    9412/10000 (94.12%), error:      2060.34180, best error:      2027.16638 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.1711120605s, input_fired_time: 0.6086837053, output_fired_time: 0.4574038684, propagate_forward_time: 19.9145507812, propagate_backward_time: 27.0324859619, weight_update_time: 0.0833709165, other_time: 2.1579856873
epoch time: 4.4700489044s, input_fired_time: 0.0666400790, output_fired_time: 0.0000000000, propagate_forward_time: 4.0020561218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013528824
validation[          , genome  1174] predictions:    9429/  10000 (94.29%), best:    9412/10000 (94.12%), error:      2054.70557, best error:      2027.16638 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.4492034912s, input_fired_time: 0.6088575721, output_fired_time: 0.4613527656, propagate_forward_time: 20.0072040558, propagate_backward_time: 27.2138500214, weight_update_time: 0.0835443437, other_time: 2.1579399109
epoch time: 4.4701824188s, input_fired_time: 0.0662576929, output_fired_time: 0.0000000000, propagate_forward_time: 4.0029263496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009985924
validation[          , genome  1174] predictions:    9397/  10000 (93.97%), best:    9412/10000 (94.12%), error:      2127.46777, best error:      2027.16638 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.4512176514s, input_fired_time: 0.6075447202, output_fired_time: 0.4612751901, propagate_forward_time: 20.0044460297, propagate_backward_time: 27.2205467224, weight_update_time: 0.0839045271, other_time: 2.1574039459
epoch time: 4.4305548668s, input_fired_time: 0.0653060451, output_fired_time: 0.0000000000, propagate_forward_time: 3.9668629169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983857632
validation[          , genome  1174] predictions:    9411/  10000 (94.11%), best:    9412/10000 (94.12%), error:      2050.10620, best error:      2027.16638 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 50.3400955200s, input_fired_time: 0.6055251360, output_fired_time: 0.4603726268, propagate_forward_time: 19.9648990631, propagate_backward_time: 27.1521778107, weight_update_time: 0.0836997032, other_time: 2.1571197510
epoch time: 4.4668836594s, input_fired_time: 0.0661023408, output_fired_time: 0.0000000000, propagate_forward_time: 4.0009078979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998732567
validation[          , genome  1174] predictions:    9430/  10000 (94.30%), best:    9430/10000 (94.30%), error:      2004.52283, best error:      2004.52283 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 50.3529701233s, input_fired_time: 0.6067354083, output_fired_time: 0.4637844265, propagate_forward_time: 19.9860725403, propagate_backward_time: 27.1435260773, weight_update_time: 0.0837908536, other_time: 2.1528530121
epoch time: 4.4606728554s, input_fired_time: 0.0659227818, output_fired_time: 0.0000000000, propagate_forward_time: 3.9944517612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002983570
validation[          , genome  1174] predictions:    9415/  10000 (94.15%), best:    9430/10000 (94.30%), error:      2083.49292, best error:      2004.52283 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 50.5168304443s, input_fired_time: 0.6127462983, output_fired_time: 0.4636945724, propagate_forward_time: 20.0578765869, propagate_backward_time: 27.2157707214, weight_update_time: 0.0836840495, other_time: 2.1667404175
epoch time: 4.6744890213s, input_fired_time: 0.0663648099, output_fired_time: 0.0000000000, propagate_forward_time: 4.1711044312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370198250
validation[          , genome  1174] predictions:    9418/  10000 (94.18%), best:    9430/10000 (94.30%), error:      2053.19995, best error:      2004.52283 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.4095573425s, input_fired_time: 0.6094427109, output_fired_time: 0.4591417909, propagate_forward_time: 20.0300407410, propagate_backward_time: 27.1369667053, weight_update_time: 0.0833500326, other_time: 2.1739654541
epoch time: 4.4848494530s, input_fired_time: 0.0665331036, output_fired_time: 0.0000000000, propagate_forward_time: 4.0298314095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884849548
validation[          , genome  1174] predictions:    9415/  10000 (94.15%), best:    9430/10000 (94.30%), error:      2074.16846, best error:      2004.52283 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 50.7826576233s, input_fired_time: 0.6115738153, output_fired_time: 0.4656133652, propagate_forward_time: 20.1886138916, propagate_backward_time: 27.3332271576, weight_update_time: 0.0833945721, other_time: 2.1836299896
epoch time: 4.5035657883s, input_fired_time: 0.0669497475, output_fired_time: 0.0000000000, propagate_forward_time: 4.0334544182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031615257
validation[          , genome  1174] predictions:    9419/  10000 (94.19%), best:    9430/10000 (94.30%), error:      2041.51611, best error:      2004.52283 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 50.7427291870s, input_fired_time: 0.6114223003, output_fired_time: 0.4654068947, propagate_forward_time: 20.1806049347, propagate_backward_time: 27.3375339508, weight_update_time: 0.0839060247, other_time: 2.1477584839
epoch time: 4.4986753464s, input_fired_time: 0.0668559894, output_fired_time: 0.0000000000, propagate_forward_time: 4.0341544151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976650238
validation[          , genome  1174] predictions:    9432/  10000 (94.32%), best:    9430/10000 (94.30%), error:      2042.44592, best error:      2004.52283 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.7869949341s, input_fired_time: 0.6124587655, output_fired_time: 0.4669711888, propagate_forward_time: 20.1885299683, propagate_backward_time: 27.3400268555, weight_update_time: 0.0838283226, other_time: 2.1790084839
epoch time: 4.5043482780s, input_fired_time: 0.0669606701, output_fired_time: 0.0000000000, propagate_forward_time: 4.0333395004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040479660
validation[          , genome  1174] predictions:    9434/  10000 (94.34%), best:    9430/10000 (94.30%), error:      2018.01990, best error:      2004.52283 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.1577491760s, input_fired_time: 0.6050368547, output_fired_time: 0.4531120062, propagate_forward_time: 19.9148254395, propagate_backward_time: 27.0272159576, weight_update_time: 0.0833804160, other_time: 2.1575565338
epoch time: 4.3124513626s, input_fired_time: 0.0655199215, output_fired_time: 0.0000000000, propagate_forward_time: 3.8533861637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935453892
validation[          , genome  1174] predictions:    9418/  10000 (94.18%), best:    9430/10000 (94.30%), error:      2057.06494, best error:      2004.52283 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.4941711426s, input_fired_time: 0.6085962057, output_fired_time: 0.4633533955, propagate_forward_time: 20.0885543823, propagate_backward_time: 27.1673336029, weight_update_time: 0.0836429596, other_time: 2.1663341522
epoch time: 4.4941043854s, input_fired_time: 0.0664878562, output_fired_time: 0.0000000000, propagate_forward_time: 4.0256695747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019470215
validation[          , genome  1174] predictions:    9417/  10000 (94.17%), best:    9430/10000 (94.30%), error:      2031.03235, best error:      2004.52283 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 50.3438720703s, input_fired_time: 0.6016663909, output_fired_time: 0.4482983947, propagate_forward_time: 20.1525726318, propagate_backward_time: 27.0047969818, weight_update_time: 0.0830839053, other_time: 2.1365375519
epoch time: 4.4900593758s, input_fired_time: 0.0657947585, output_fired_time: 0.0000000000, propagate_forward_time: 4.0221681595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020962715
validation[          , genome  1174] predictions:    9411/  10000 (94.11%), best:    9430/10000 (94.30%), error:      2069.67407, best error:      2004.52283 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 50.5530929565s, input_fired_time: 0.6093679667, output_fired_time: 0.4636206329, propagate_forward_time: 20.1231346130, propagate_backward_time: 27.1941070557, weight_update_time: 0.0836568624, other_time: 2.1628646851
epoch time: 4.4643936157s, input_fired_time: 0.0670166463, output_fired_time: 0.0000000000, propagate_forward_time: 3.9972286224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001483917
validation[          , genome  1174] predictions:    9426/  10000 (94.26%), best:    9430/10000 (94.30%), error:      2039.55127, best error:      2004.52283 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 49.9591560364s, input_fired_time: 0.6047995090, output_fired_time: 0.4564789832, propagate_forward_time: 19.8029651642, propagate_backward_time: 26.9467468262, weight_update_time: 0.0831327811, other_time: 2.1481647491
epoch time: 4.4726672173s, input_fired_time: 0.0675237477, output_fired_time: 0.0000000000, propagate_forward_time: 4.0086994171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964438438
validation[          , genome  1174] predictions:    9432/  10000 (94.32%), best:    9430/10000 (94.30%), error:      2018.06897, best error:      2004.52283 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.1804237366s, input_fired_time: 0.6052174568, output_fired_time: 0.4529046118, propagate_forward_time: 19.9703636169, propagate_backward_time: 26.9989166260, weight_update_time: 0.0830471069, other_time: 2.1530227661
epoch time: 4.3825592995s, input_fired_time: 0.0655787587, output_fired_time: 0.0000000000, propagate_forward_time: 3.9268188477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901615143
validation[          , genome  1174] predictions:    9417/  10000 (94.17%), best:    9430/10000 (94.30%), error:      2058.34180, best error:      2004.52283 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.4880638123s, input_fired_time: 0.6135529280, output_fired_time: 0.4621954858, propagate_forward_time: 20.0346565247, propagate_backward_time: 27.2069740295, weight_update_time: 0.0834316462, other_time: 2.1706848145
epoch time: 4.4874053001s, input_fired_time: 0.0670303926, output_fired_time: 0.0000000000, propagate_forward_time: 4.0244302750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959445953
validation[          , genome  1174] predictions:    9417/  10000 (94.17%), best:    9430/10000 (94.30%), error:      2030.96033, best error:      2004.52283 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.3954315186s, input_fired_time: 0.6061841846, output_fired_time: 0.4529954791, propagate_forward_time: 20.1293525696, propagate_backward_time: 27.0569572449, weight_update_time: 0.0833503008, other_time: 2.1499404907
epoch time: 4.4838347435s, input_fired_time: 0.0668004528, output_fired_time: 0.0000000000, propagate_forward_time: 4.0159788132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010553360
validation[          , genome  1174] predictions:    9396/  10000 (93.96%), best:    9430/10000 (94.30%), error:      2150.93604, best error:      2004.52283 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.4811134338s, input_fired_time: 0.6101135015, output_fired_time: 0.4628119469, propagate_forward_time: 20.0838375092, propagate_backward_time: 27.1582946777, weight_update_time: 0.0835318640, other_time: 2.1660556793
epoch time: 4.4871339798s, input_fired_time: 0.0667925775, output_fired_time: 0.0000000000, propagate_forward_time: 4.0188980103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014434814
validation[          , genome  1174] predictions:    9417/  10000 (94.17%), best:    9430/10000 (94.30%), error:      2057.50757, best error:      2004.52283 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.3563385010s, input_fired_time: 0.6170364618, output_fired_time: 0.4607191980, propagate_forward_time: 20.0151367188, propagate_backward_time: 27.0984420776, weight_update_time: 0.0834630802, other_time: 2.1650047302
epoch time: 4.5147047043s, input_fired_time: 0.0665427819, output_fired_time: 0.0000000000, propagate_forward_time: 4.0455031395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026589394
validation[          , genome  1174] predictions:    9423/  10000 (94.23%), best:    9430/10000 (94.30%), error:      2054.97729, best error:      2004.52283 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 49.9849624634s, input_fired_time: 0.6159715056, output_fired_time: 0.4472059608, propagate_forward_time: 19.8888092041, propagate_backward_time: 26.8256587982, weight_update_time: 0.0818381533, other_time: 2.2073192596
epoch time: 4.5198135376s, input_fired_time: 0.0674387366, output_fired_time: 0.0000000000, propagate_forward_time: 4.0472826958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050922394
validation[          , genome  1174] predictions:    9408/  10000 (94.08%), best:    9430/10000 (94.30%), error:      2108.06812, best error:      2004.52283 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 50.6182365417s, input_fired_time: 0.6126766205, output_fired_time: 0.4608872533, propagate_forward_time: 20.1478900909, propagate_backward_time: 27.2272071838, weight_update_time: 0.0834084228, other_time: 2.1695766449
epoch time: 4.4971523285s, input_fired_time: 0.0672488362, output_fired_time: 0.0000000000, propagate_forward_time: 4.0280256271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018778801
validation[          , genome  1174] predictions:    9430/  10000 (94.30%), best:    9430/10000 (94.30%), error:      2042.33435, best error:      2004.52283 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.5654182434s, input_fired_time: 0.6086571217, output_fired_time: 0.4633319974, propagate_forward_time: 20.1264019012, propagate_backward_time: 27.1971263885, weight_update_time: 0.0834696069, other_time: 2.1698989868
epoch time: 4.4941020012s, input_fired_time: 0.0670620650, output_fired_time: 0.0000000000, propagate_forward_time: 4.0263004303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007396698
validation[          , genome  1174] predictions:    9415/  10000 (94.15%), best:    9430/10000 (94.30%), error:      2049.49243, best error:      2004.52283 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.5614662170s, input_fired_time: 0.6093608737, output_fired_time: 0.4634677768, propagate_forward_time: 20.1238269806, propagate_backward_time: 27.1966552734, weight_update_time: 0.0834289715, other_time: 2.1681575775
epoch time: 4.4932522774s, input_fired_time: 0.0662820712, output_fired_time: 0.0000000000, propagate_forward_time: 4.0250544548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019155502
validation[          , genome  1174] predictions:    9426/  10000 (94.26%), best:    9430/10000 (94.30%), error:      2046.74976, best error:      2004.52283 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 50.5400276184s, input_fired_time: 0.6099773049, output_fired_time: 0.4635204077, propagate_forward_time: 20.1216468811, propagate_backward_time: 27.1877632141, weight_update_time: 0.0835719258, other_time: 2.1571197510
epoch time: 4.4954605103s, input_fired_time: 0.0666059926, output_fired_time: 0.0000000000, propagate_forward_time: 4.0263481140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025063515
validation[          , genome  1174] predictions:    9432/  10000 (94.32%), best:    9430/10000 (94.30%), error:      2028.55432, best error:      2004.52283 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.5460700989s, input_fired_time: 0.6097528338, output_fired_time: 0.4630626142, propagate_forward_time: 20.1239433289, propagate_backward_time: 27.1863994598, weight_update_time: 0.0836957246, other_time: 2.1629123688
epoch time: 4.4880447388s, input_fired_time: 0.0665180907, output_fired_time: 0.0000000000, propagate_forward_time: 4.0261502266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953762054
validation[          , genome  1174] predictions:    9418/  10000 (94.18%), best:    9430/10000 (94.30%), error:      2057.72607, best error:      2004.52283 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.5661201477s, input_fired_time: 0.6093990803, output_fired_time: 0.4635875821, propagate_forward_time: 20.1217327118, propagate_backward_time: 27.2004909515, weight_update_time: 0.0840893909, other_time: 2.1709098816
epoch time: 4.4973144531s, input_fired_time: 0.0668816715, output_fired_time: 0.0000000000, propagate_forward_time: 4.0289735794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014592171
validation[          , genome  1174] predictions:    9426/  10000 (94.26%), best:    9430/10000 (94.30%), error:      2037.72449, best error:      2004.52283 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.5617713928s, input_fired_time: 0.6101706028, output_fired_time: 0.4631018341, propagate_forward_time: 20.1261901855, propagate_backward_time: 27.1962471008, weight_update_time: 0.0834525302, other_time: 2.1660614014
epoch time: 4.4911546707s, input_fired_time: 0.0664125830, output_fired_time: 0.0000000000, propagate_forward_time: 4.0230703354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016718864
validation[          , genome  1174] predictions:    9428/  10000 (94.28%), best:    9430/10000 (94.30%), error:      2041.91516, best error:      2004.52283 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.5210723877s, input_fired_time: 0.6088804603, output_fired_time: 0.4633883238, propagate_forward_time: 20.1197433472, propagate_backward_time: 27.1943740845, weight_update_time: 0.0833123103, other_time: 2.1346893311
epoch time: 4.4838438034s, input_fired_time: 0.0667677522, output_fired_time: 0.0000000000, propagate_forward_time: 4.0217123032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953638077
validation[          , genome  1174] predictions:    9425/  10000 (94.25%), best:    9430/10000 (94.30%), error:      2062.83447, best error:      2004.52283 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.9950637817s, input_fired_time: 0.6026078463, output_fired_time: 0.4501197338, propagate_forward_time: 19.9234600067, propagate_backward_time: 26.8745784760, weight_update_time: 0.0824967623, other_time: 2.1442985535
epoch time: 4.4849362373s, input_fired_time: 0.0666166842, output_fired_time: 0.0000000000, propagate_forward_time: 4.0170946121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012250900
validation[          , genome  1174] predictions:    9440/  10000 (94.40%), best:    9430/10000 (94.30%), error:      2042.37146, best error:      2004.52283 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 49.8678092957s, input_fired_time: 0.6027926207, output_fired_time: 0.4550881982, propagate_forward_time: 19.7886657715, propagate_backward_time: 26.8669948578, weight_update_time: 0.0827499628, other_time: 2.1542682648
epoch time: 4.4693322182s, input_fired_time: 0.0670672357, output_fired_time: 0.0000000000, propagate_forward_time: 3.9999837875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022812843
validation[          , genome  1174] predictions:    9422/  10000 (94.22%), best:    9430/10000 (94.30%), error:      2044.19458, best error:      2004.52283 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.2974700928s, input_fired_time: 0.6067610383, output_fired_time: 0.4565143883, propagate_forward_time: 19.9289875031, propagate_backward_time: 27.1671066284, weight_update_time: 0.0837834179, other_time: 2.1380977631
epoch time: 4.4558639526s, input_fired_time: 0.0663409755, output_fired_time: 0.0000000000, propagate_forward_time: 3.9958143234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937087059
validation[          , genome  1174] predictions:    9427/  10000 (94.27%), best:    9430/10000 (94.30%), error:      2065.00757, best error:      2004.52283 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 50.4189872742s, input_fired_time: 0.6076512337, output_fired_time: 0.4631958008, propagate_forward_time: 19.9942779541, propagate_backward_time: 27.2084903717, weight_update_time: 0.0842087120, other_time: 2.1453723907
epoch time: 4.4627366066s, input_fired_time: 0.0664849877, output_fired_time: 0.0000000000, propagate_forward_time: 3.9952065945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010450840
validation[          , genome  1174] predictions:    9417/  10000 (94.17%), best:    9430/10000 (94.30%), error:      2061.28149, best error:      2004.52283 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.1923446655s, input_fired_time: 0.5974618196, output_fired_time: 0.4496089220, propagate_forward_time: 19.4970741272, propagate_backward_time: 26.5219631195, weight_update_time: 0.0816349238, other_time: 2.1262378693
epoch time: 4.4613742828s, input_fired_time: 0.0669761449, output_fired_time: 0.0000000000, propagate_forward_time: 3.9933261871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010720253
validation[          , genome  1174] predictions:    9393/  10000 (93.93%), best:    9430/10000 (94.30%), error:      2135.16333, best error:      2004.52283 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.2534751892s, input_fired_time: 0.5974324346, output_fired_time: 0.4474478960, propagate_forward_time: 19.5741291046, propagate_backward_time: 26.5106067657, weight_update_time: 0.0815340281, other_time: 2.1238594055
epoch time: 4.4958505630s, input_fired_time: 0.0673845783, output_fired_time: 0.0000000000, propagate_forward_time: 4.0318441391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966217041
validation[          , genome  1174] predictions:    9414/  10000 (94.14%), best:    9430/10000 (94.30%), error:      2104.17139, best error:      2004.52283 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.6288871765s, input_fired_time: 0.6104364991, output_fired_time: 0.4653760195, propagate_forward_time: 20.1655673981, propagate_backward_time: 27.2408466339, weight_update_time: 0.0833776295, other_time: 2.1466598511
epoch time: 4.4993066788s, input_fired_time: 0.0678700805, output_fired_time: 0.0000000000, propagate_forward_time: 4.0348534584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965830803
validation[          , genome  1174] predictions:    9383/  10000 (93.83%), best:    9430/10000 (94.30%), error:      2178.52759, best error:      2004.52283 on epoch:    68, 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: 21.8803405762s, input_fired_time: 0.3285703659, output_fired_time: 0.0000000000, propagate_forward_time: 19.5270709991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0246982574
best training[          , genome  1174] predictions:   47720/  50000 (95.44%), best:    9430/10000 (94.30%), error:      8455.13672, best error:      2004.52283 on epoch:    68, 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: 4.4845108986s, input_fired_time: 0.0662398636, output_fired_time: 0.0000000000, propagate_forward_time: 4.0161390305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021320343
   testing[          , genome  1174] predictions:    9472/  10000 (94.72%), best:    9430/10000 (94.30%), error:      1882.55945, best error:      2004.52283 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:05:39 (68668): called boinc_finish(0)

</stderr_txt>
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