Nameexact_genome_1512568488_42_6804_0
Workunit2605241
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline21 Dec 2017, 16:06:12 UTC
Received8 Dec 2017, 15:59:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time6 hours 38 min 14 sec
CPU time6 hours 32 min 45 sec
Validate stateValid
Credit3,437.82
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size156.74 MB
Peak swap size158.49 MB
Peak disk usage1.73 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
92s, input_fired_time: 0.3104006350, output_fired_time: 0.0000000000, propagate_forward_time: 17.2809906006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8702812195
validation[          , genome  6804] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       775.50830, best error:       775.50830 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 216.5015869141s, input_fired_time: 2.7527074814, output_fired_time: 2.1185517311, propagate_forward_time: 86.4728698730, propagate_backward_time: 120.2232131958, weight_update_time: 0.2945751548, other_time: 4.9342575073
epoch time: 18.4104328156s, input_fired_time: 0.3078605533, output_fired_time: 0.0000000000, propagate_forward_time: 17.2173385620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8852329254
validation[          , genome  6804] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       847.12335, best error:       775.50830 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 215.8050384521s, input_fired_time: 2.7330646515, output_fired_time: 2.0997896194, propagate_forward_time: 86.1065139771, propagate_backward_time: 119.9366912842, weight_update_time: 0.2837543488, other_time: 4.9289779663
epoch time: 18.4257717133s, input_fired_time: 0.3092221320, output_fired_time: 0.0000000000, propagate_forward_time: 17.2448558807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8716945648
validation[          , genome  6804] predictions:    9720/  10000 (97.20%), best:    9764/10000 (97.64%), error:       913.72595, best error:       775.50830 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 216.6673431396s, input_fired_time: 2.8114600182, output_fired_time: 2.0962138176, propagate_forward_time: 86.6696014404, propagate_backward_time: 120.1758499146, weight_update_time: 0.2830227911, other_time: 4.9142227173
epoch time: 18.5255508423s, input_fired_time: 0.3098095059, output_fired_time: 0.0000000000, propagate_forward_time: 17.3181800842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8975620270
validation[          , genome  6804] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       825.46423, best error:       775.50830 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 216.6044464111s, input_fired_time: 2.7598869801, output_fired_time: 2.0930275917, propagate_forward_time: 86.3589477539, propagate_backward_time: 120.4263916016, weight_update_time: 0.2839422524, other_time: 4.9661865234
epoch time: 18.4255599976s, input_fired_time: 0.3094846904, output_fired_time: 0.0000000000, propagate_forward_time: 17.2436790466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8723964691
validation[          , genome  6804] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       829.85571, best error:       775.50830 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 217.0207061768s, input_fired_time: 2.7557792664, output_fired_time: 2.1464757919, propagate_forward_time: 86.4397430420, propagate_backward_time: 120.6902694702, weight_update_time: 0.2827621698, other_time: 4.9884414673
epoch time: 18.7917289734s, input_fired_time: 0.3238905072, output_fired_time: 0.0000000000, propagate_forward_time: 17.5492553711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9185829163
validation[          , genome  6804] predictions:    9759/  10000 (97.59%), best:    9764/10000 (97.64%), error:       778.16382, best error:       775.50830 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 220.9583282471s, input_fired_time: 2.8493349552, output_fired_time: 2.1614048481, propagate_forward_time: 87.9182662964, propagate_backward_time: 122.9416275024, weight_update_time: 0.2881868780, other_time: 5.0876998901
epoch time: 18.4998874664s, input_fired_time: 0.3091535270, output_fired_time: 0.0000000000, propagate_forward_time: 17.3046989441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8860359192
validation[          , genome  6804] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       721.06085, best error:       721.06085 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 217.2435607910s, input_fired_time: 2.7823994160, output_fired_time: 2.1598124504, propagate_forward_time: 86.7631683350, propagate_backward_time: 120.6031265259, weight_update_time: 0.2872191668, other_time: 4.9350662231
epoch time: 18.9934806824s, input_fired_time: 0.3110176325, output_fired_time: 0.0000000000, propagate_forward_time: 17.7675743103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9148883820
validation[          , genome  6804] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       738.22791, best error:       721.06085 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 216.9906158447s, input_fired_time: 2.7543563843, output_fired_time: 2.1181755066, propagate_forward_time: 86.3869094849, propagate_backward_time: 120.7677841187, weight_update_time: 0.2819579244, other_time: 4.9633941650
epoch time: 18.4108238220s, input_fired_time: 0.3133837283, output_fired_time: 0.0000000000, propagate_forward_time: 17.2013072968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8961334229
validation[          , genome  6804] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       806.92236, best error:       721.06085 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 217.3826751709s, input_fired_time: 2.7981495857, output_fired_time: 2.0974030495, propagate_forward_time: 86.6124038696, propagate_backward_time: 120.8731918335, weight_update_time: 0.2893435955, other_time: 5.0015258789
epoch time: 18.5275897980s, input_fired_time: 0.3380262256, output_fired_time: 0.0000000000, propagate_forward_time: 17.3071441650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8824195862
validation[          , genome  6804] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       781.56201, best error:       721.06085 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 216.3587036133s, input_fired_time: 2.7652418613, output_fired_time: 2.1130335331, propagate_forward_time: 86.3238220215, propagate_backward_time: 120.1833496094, weight_update_time: 0.2827829123, other_time: 4.9732513428
epoch time: 18.3046398163s, input_fired_time: 0.3108104169, output_fired_time: 0.0000000000, propagate_forward_time: 17.1079692841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8858604431
validation[          , genome  6804] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       768.67767, best error:       721.06085 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 216.6343536377s, input_fired_time: 2.7552235126, output_fired_time: 2.1116440296, propagate_forward_time: 86.1990585327, propagate_backward_time: 120.6575622559, weight_update_time: 0.2836098969, other_time: 4.9108657837
epoch time: 18.3023376465s, input_fired_time: 0.3089831471, output_fired_time: 0.0000000000, propagate_forward_time: 17.1251525879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8682022095
validation[          , genome  6804] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       768.50897, best error:       721.06085 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 217.0508117676s, input_fired_time: 2.7455434799, output_fired_time: 2.1179826260, propagate_forward_time: 87.0834960938, propagate_backward_time: 120.1370162964, weight_update_time: 0.3016268313, other_time: 4.9667739868
epoch time: 18.3139019012s, input_fired_time: 0.3473973870, output_fired_time: 0.0000000000, propagate_forward_time: 17.0892848969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8772201538
validation[          , genome  6804] predictions:    9779/  10000 (97.79%), best:    9790/10000 (97.90%), error:       779.18127, best error:       721.06085 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 216.3435668945s, input_fired_time: 2.7551395893, output_fired_time: 2.1126270294, propagate_forward_time: 86.1655578613, propagate_backward_time: 120.3195419312, weight_update_time: 0.2795723379, other_time: 4.9906997681
epoch time: 18.3502254486s, input_fired_time: 0.3128782213, output_fired_time: 0.0000000000, propagate_forward_time: 17.1619758606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8753719330
validation[          , genome  6804] predictions:    9729/  10000 (97.29%), best:    9790/10000 (97.90%), error:       899.53784, best error:       721.06085 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 216.9184570312s, input_fired_time: 2.7797667980, output_fired_time: 2.0911064148, propagate_forward_time: 86.5180664062, propagate_backward_time: 120.5616607666, weight_update_time: 0.2821906209, other_time: 4.9678497314
epoch time: 18.3975124359s, input_fired_time: 0.3118840158, output_fired_time: 0.0000000000, propagate_forward_time: 17.1809387207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9046897888
validation[          , genome  6804] predictions:    9780/  10000 (97.80%), best:    9790/10000 (97.90%), error:       728.00134, best error:       721.06085 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 216.8122406006s, input_fired_time: 2.7980737686, output_fired_time: 2.0960707664, propagate_forward_time: 86.4087371826, propagate_backward_time: 120.5543823242, weight_update_time: 0.2833340764, other_time: 4.9549713135
epoch time: 18.5355243683s, input_fired_time: 0.3127992153, output_fired_time: 0.0000000000, propagate_forward_time: 17.3493652344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8733596802
validation[          , genome  6804] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       735.10980, best error:       721.06085 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 216.7016754150s, input_fired_time: 2.7566585541, output_fired_time: 2.1105875969, propagate_forward_time: 86.5448989868, propagate_backward_time: 120.2450027466, weight_update_time: 0.2878180444, other_time: 5.0445404053
epoch time: 18.4827213287s, input_fired_time: 0.3121949136, output_fired_time: 0.0000000000, propagate_forward_time: 17.2827777863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8877487183
validation[          , genome  6804] predictions:    9785/  10000 (97.85%), best:    9790/10000 (97.90%), error:       722.40405, best error:       721.06085 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 216.5435943604s, input_fired_time: 2.7613909245, output_fired_time: 2.1079003811, propagate_forward_time: 86.0822753906, propagate_backward_time: 120.6197814941, weight_update_time: 0.2868517041, other_time: 4.9722442627
epoch time: 18.4520969391s, input_fired_time: 0.3163370192, output_fired_time: 0.0000000000, propagate_forward_time: 17.2354183197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9003410339
validation[          , genome  6804] predictions:    9754/  10000 (97.54%), best:    9790/10000 (97.90%), error:       810.87146, best error:       721.06085 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 217.2132568359s, input_fired_time: 2.7904906273, output_fired_time: 2.0925056934, propagate_forward_time: 86.4880981445, propagate_backward_time: 120.8551940918, weight_update_time: 0.2799213231, other_time: 4.9869689941
epoch time: 18.4336395264s, input_fired_time: 0.3128225803, output_fired_time: 0.0000000000, propagate_forward_time: 17.2366352081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8841819763
validation[          , genome  6804] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       700.32416, best error:       700.32416 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 216.1815185547s, input_fired_time: 2.7520122528, output_fired_time: 2.0970220566, propagate_forward_time: 86.1733474731, propagate_backward_time: 120.1934509277, weight_update_time: 0.2802570462, other_time: 4.9656906128
epoch time: 18.3277206421s, input_fired_time: 0.3113857806, output_fired_time: 0.0000000000, propagate_forward_time: 17.1387386322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8775959015
validation[          , genome  6804] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       693.05774, best error:       693.05774 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 217.1297760010s, input_fired_time: 2.8478171825, output_fired_time: 2.1081109047, propagate_forward_time: 86.5923995972, propagate_backward_time: 120.6191864014, weight_update_time: 0.2962701917, other_time: 4.9622573853
epoch time: 18.5695896149s, input_fired_time: 0.3533742726, output_fired_time: 0.0000000000, propagate_forward_time: 17.3257083893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8905067444
validation[          , genome  6804] predictions:    9780/  10000 (97.80%), best:    9803/10000 (98.03%), error:       739.11768, best error:       693.05774 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 216.2045898438s, input_fired_time: 2.8228375912, output_fired_time: 2.1487464905, propagate_forward_time: 86.2348556519, propagate_backward_time: 120.0975799561, weight_update_time: 0.2801903188, other_time: 4.9005813599
epoch time: 18.4205436707s, input_fired_time: 0.3223988712, output_fired_time: 0.0000000000, propagate_forward_time: 17.2258625031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8722820282
validation[          , genome  6804] predictions:    9776/  10000 (97.76%), best:    9803/10000 (98.03%), error:       708.09735, best error:       693.05774 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 216.2937622070s, input_fired_time: 2.8320379257, output_fired_time: 2.1284084320, propagate_forward_time: 86.2477264404, propagate_backward_time: 120.1220245361, weight_update_time: 0.2999817729, other_time: 4.9635772705
epoch time: 18.4447746277s, input_fired_time: 0.3196694255, output_fired_time: 0.0000000000, propagate_forward_time: 17.2385406494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8865642548
validation[          , genome  6804] predictions:    9764/  10000 (97.64%), best:    9803/10000 (98.03%), error:       803.12726, best error:       693.05774 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 217.0864410400s, input_fired_time: 2.7750661373, output_fired_time: 2.1177983284, propagate_forward_time: 86.1910781860, propagate_backward_time: 121.0301055908, weight_update_time: 0.2882477641, other_time: 4.9723892212
epoch time: 18.3766288757s, input_fired_time: 0.3183553219, output_fired_time: 0.0000000000, propagate_forward_time: 17.1877689362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8705043793
validation[          , genome  6804] predictions:    9766/  10000 (97.66%), best:    9803/10000 (98.03%), error:       751.78223, best error:       693.05774 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 216.4878387451s, input_fired_time: 2.7729835510, output_fired_time: 2.0783123970, propagate_forward_time: 86.4796371460, propagate_backward_time: 120.2475204468, weight_update_time: 0.2805436552, other_time: 4.9093933105
epoch time: 18.3008003235s, input_fired_time: 0.3117210567, output_fired_time: 0.0000000000, propagate_forward_time: 17.1145401001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8745384216
validation[          , genome  6804] predictions:    9759/  10000 (97.59%), best:    9803/10000 (98.03%), error:       759.18689, best error:       693.05774 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 216.3917846680s, input_fired_time: 2.7771387100, output_fired_time: 2.0974371433, propagate_forward_time: 86.0342254639, propagate_backward_time: 120.5166549683, weight_update_time: 0.2855832577, other_time: 4.9663162231
epoch time: 18.3967533112s, input_fired_time: 0.3125998378, output_fired_time: 0.0000000000, propagate_forward_time: 17.1945476532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8896064758
validation[          , genome  6804] predictions:    9718/  10000 (97.18%), best:    9803/10000 (98.03%), error:       886.48413, best error:       693.05774 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 216.5252685547s, input_fired_time: 2.8074786663, output_fired_time: 2.1153917313, propagate_forward_time: 86.3472976685, propagate_backward_time: 120.3267440796, weight_update_time: 0.2811736763, other_time: 4.9283599854
epoch time: 18.3682098389s, input_fired_time: 0.3117360175, output_fired_time: 0.0000000000, propagate_forward_time: 17.1965045929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8599700928
validation[          , genome  6804] predictions:    9762/  10000 (97.62%), best:    9803/10000 (98.03%), error:       782.29962, best error:       693.05774 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 216.4029846191s, input_fired_time: 2.7768054008, output_fired_time: 2.1290888786, propagate_forward_time: 86.1102828979, propagate_backward_time: 120.4806365967, weight_update_time: 0.2794252038, other_time: 4.9061660767
epoch time: 18.3600883484s, input_fired_time: 0.3138457239, output_fired_time: 0.0000000000, propagate_forward_time: 17.1738204956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8724212646
validation[          , genome  6804] predictions:    9760/  10000 (97.60%), best:    9803/10000 (98.03%), error:       775.95044, best error:       693.05774 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 216.8260040283s, input_fired_time: 2.7733995914, output_fired_time: 2.1326370239, propagate_forward_time: 86.2994384766, propagate_backward_time: 120.6978225708, weight_update_time: 0.2808618844, other_time: 4.9226913452
epoch time: 18.3238010406s, input_fired_time: 0.3219150603, output_fired_time: 0.0000000000, propagate_forward_time: 17.1227455139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8791408539
validation[          , genome  6804] predictions:    9786/  10000 (97.86%), best:    9803/10000 (98.03%), error:       698.85840, best error:       693.05774 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 217.1567840576s, input_fired_time: 2.7897756100, output_fired_time: 2.0873708725, propagate_forward_time: 86.5086669922, propagate_backward_time: 120.8768157959, weight_update_time: 0.2793831229, other_time: 4.8941497803
epoch time: 18.3783054352s, input_fired_time: 0.3180117607, output_fired_time: 0.0000000000, propagate_forward_time: 17.1744289398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8858642578
validation[          , genome  6804] predictions:    9756/  10000 (97.56%), best:    9803/10000 (98.03%), error:       752.69440, best error:       693.05774 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 216.5233306885s, input_fired_time: 2.8549377918, output_fired_time: 2.0799491405, propagate_forward_time: 86.2182998657, propagate_backward_time: 120.4810180664, weight_update_time: 0.2797037363, other_time: 4.8891220093
epoch time: 18.4671783447s, input_fired_time: 0.3189961612, output_fired_time: 0.0000000000, propagate_forward_time: 17.2489967346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8991851807
validation[          , genome  6804] predictions:    9775/  10000 (97.75%), best:    9803/10000 (98.03%), error:       745.93732, best error:       693.05774 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 216.8172607422s, input_fired_time: 2.8080146313, output_fired_time: 2.0863506794, propagate_forward_time: 86.5189895630, propagate_backward_time: 120.4047164917, weight_update_time: 0.2796940804, other_time: 4.9991912842
epoch time: 18.5703067780s, input_fired_time: 0.3288019300, output_fired_time: 0.0000000000, propagate_forward_time: 17.3621807098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8793239594
validation[          , genome  6804] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       701.36365, best error:       693.05774 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 216.4265899658s, input_fired_time: 2.7778360844, output_fired_time: 2.1640079021, propagate_forward_time: 86.0934829712, propagate_backward_time: 120.4603500366, weight_update_time: 0.2816004753, other_time: 4.9309234619
epoch time: 18.5373344421s, input_fired_time: 0.3138922751, output_fired_time: 0.0000000000, propagate_forward_time: 17.3495368958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8739051819
validation[          , genome  6804] predictions:    9771/  10000 (97.71%), best:    9803/10000 (98.03%), error:       739.12885, best error:       693.05774 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 216.9063262939s, input_fired_time: 2.8005645275, output_fired_time: 2.0974187851, propagate_forward_time: 86.5044326782, propagate_backward_time: 120.5390548706, weight_update_time: 0.2931134105, other_time: 4.9648590088
epoch time: 18.4651699066s, input_fired_time: 0.3150130808, output_fired_time: 0.0000000000, propagate_forward_time: 17.2862548828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8639011383
validation[          , genome  6804] predictions:    9717/  10000 (97.17%), best:    9803/10000 (98.03%), error:       949.66882, best error:       693.05774 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 216.2644348145s, input_fired_time: 2.7806177139, output_fired_time: 2.1342678070, propagate_forward_time: 86.1010971069, propagate_backward_time: 120.2515716553, weight_update_time: 0.2825740576, other_time: 4.9968795776
epoch time: 18.4182491302s, input_fired_time: 0.3189751506, output_fired_time: 0.0000000000, propagate_forward_time: 17.2260074615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8732662201
validation[          , genome  6804] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       687.46545, best error:       687.46545 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 216.8991088867s, input_fired_time: 2.8052718639, output_fired_time: 2.0989923477, propagate_forward_time: 86.6870574951, propagate_backward_time: 120.3587265015, weight_update_time: 0.2809375525, other_time: 4.9490585327
epoch time: 19.4545669556s, input_fired_time: 0.3372885287, output_fired_time: 0.0000000000, propagate_forward_time: 18.1684513092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9488277435
validation[          , genome  6804] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       674.55762, best error:       674.55762 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 220.0788269043s, input_fired_time: 2.8742654324, output_fired_time: 2.0995202065, propagate_forward_time: 87.8371429443, propagate_backward_time: 122.1869430542, weight_update_time: 0.2901732624, other_time: 5.0809555054
epoch time: 18.5044593811s, input_fired_time: 0.3891473114, output_fired_time: 0.0000000000, propagate_forward_time: 17.2264137268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8888988495
validation[          , genome  6804] predictions:    9750/  10000 (97.50%), best:    9794/10000 (97.94%), error:       778.59088, best error:       674.55762 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 217.2008819580s, input_fired_time: 2.8402953148, output_fired_time: 2.1147878170, propagate_forward_time: 86.5756759644, propagate_backward_time: 120.6942138672, weight_update_time: 0.2903324664, other_time: 4.9758987427
epoch time: 18.2603626251s, input_fired_time: 0.3362197280, output_fired_time: 0.0000000000, propagate_forward_time: 17.0391521454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849906921
validation[          , genome  6804] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       650.08624, best error:       650.08624 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 217.0796966553s, input_fired_time: 2.8192598820, output_fired_time: 2.1423079967, propagate_forward_time: 86.5106658936, propagate_backward_time: 120.6776962280, weight_update_time: 0.2791146338, other_time: 4.9297714233
epoch time: 18.4707164764s, input_fired_time: 0.3262352645, output_fired_time: 0.0000000000, propagate_forward_time: 17.2626647949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8818168640
validation[          , genome  6804] predictions:    9798/  10000 (97.98%), best:    9802/10000 (98.02%), error:       683.90942, best error:       650.08624 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 217.1186370850s, input_fired_time: 2.7853391171, output_fired_time: 2.1212925911, propagate_forward_time: 86.4439697266, propagate_backward_time: 120.8386993408, weight_update_time: 0.2790050209, other_time: 4.9293365479
epoch time: 18.4752597809s, input_fired_time: 0.3205743432, output_fired_time: 0.0000000000, propagate_forward_time: 17.2610168457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8936691284
validation[          , genome  6804] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       644.52209, best error:       644.52209 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 216.4627990723s, input_fired_time: 2.7979993820, output_fired_time: 2.0985686779, propagate_forward_time: 86.1358108521, propagate_backward_time: 120.4913101196, weight_update_time: 0.2963135242, other_time: 4.9391021729
epoch time: 18.5027046204s, input_fired_time: 0.3249556422, output_fired_time: 0.0000000000, propagate_forward_time: 17.3037967682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8739528656
validation[          , genome  6804] predictions:    9743/  10000 (97.43%), best:    9801/10000 (98.01%), error:       878.24438, best error:       644.52209 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 217.0833282471s, input_fired_time: 2.7949273586, output_fired_time: 2.0786399841, propagate_forward_time: 86.7427902222, propagate_backward_time: 120.4660186768, weight_update_time: 0.2797485590, other_time: 5.0009536743
epoch time: 18.4672126770s, input_fired_time: 0.3208489716, output_fired_time: 0.0000000000, propagate_forward_time: 17.2749519348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8714122772
validation[          , genome  6804] predictions:    9797/  10000 (97.97%), best:    9801/10000 (98.01%), error:       666.34674, best error:       644.52209 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 217.1897583008s, input_fired_time: 2.8029232025, output_fired_time: 2.1101202965, propagate_forward_time: 86.5823745728, propagate_backward_time: 120.7264404297, weight_update_time: 0.3064575791, other_time: 4.9679031372
epoch time: 18.3704586029s, input_fired_time: 0.3270395696, output_fired_time: 0.0000000000, propagate_forward_time: 17.1445465088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8988723755
validation[          , genome  6804] predictions:    9794/  10000 (97.94%), best:    9801/10000 (98.01%), error:       681.95496, best error:       644.52209 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 217.1978302002s, input_fired_time: 2.8501501083, output_fired_time: 2.0770685673, propagate_forward_time: 86.5712051392, propagate_backward_time: 120.8165130615, weight_update_time: 0.2799394131, other_time: 4.8828964233
epoch time: 18.5108737946s, input_fired_time: 0.3250286281, output_fired_time: 0.0000000000, propagate_forward_time: 17.3250904083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8607540131
validation[          , genome  6804] predictions:    9792/  10000 (97.92%), best:    9801/10000 (98.01%), error:       743.29559, best error:       644.52209 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 216.3363189697s, input_fired_time: 2.8093187809, output_fired_time: 2.0781030655, propagate_forward_time: 86.0970687866, propagate_backward_time: 120.3817443848, weight_update_time: 0.3118099272, other_time: 4.9700698853
epoch time: 18.3442115784s, input_fired_time: 0.3171835840, output_fired_time: 0.0000000000, propagate_forward_time: 17.1696434021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8573837280
validation[          , genome  6804] predictions:    9792/  10000 (97.92%), best:    9801/10000 (98.01%), error:       711.12610, best error:       644.52209 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 217.5742492676s, input_fired_time: 2.8197865486, output_fired_time: 2.0742714405, propagate_forward_time: 86.6693038940, propagate_backward_time: 121.1195068359, weight_update_time: 0.2805944383, other_time: 4.8913803101
epoch time: 18.4164485931s, input_fired_time: 0.3135446012, output_fired_time: 0.0000000000, propagate_forward_time: 17.1919517517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9109516144
validation[          , genome  6804] predictions:    9750/  10000 (97.50%), best:    9801/10000 (98.01%), error:       862.24854, best error:       644.52209 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 217.2826385498s, input_fired_time: 2.8405091763, output_fired_time: 2.1472375393, propagate_forward_time: 86.5996627808, propagate_backward_time: 120.7463378906, weight_update_time: 0.2838499844, other_time: 4.9488906860
epoch time: 18.3802852631s, input_fired_time: 0.3181636333, output_fired_time: 0.0000000000, propagate_forward_time: 17.1799011230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8822212219
validation[          , genome  6804] predictions:    9772/  10000 (97.72%), best:    9801/10000 (98.01%), error:       727.21246, best error:       644.52209 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 216.7126770020s, input_fired_time: 2.8223323822, output_fired_time: 2.1020407677, propagate_forward_time: 86.5227279663, propagate_backward_time: 120.3201217651, weight_update_time: 0.2808799744, other_time: 4.9454650879
epoch time: 18.3873157501s, input_fired_time: 0.3257061839, output_fired_time: 0.0000000000, propagate_forward_time: 17.1648883820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967208862
validation[          , genome  6804] predictions:    9773/  10000 (97.73%), best:    9801/10000 (98.01%), error:       719.06519, best error:       644.52209 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 216.3771209717s, input_fired_time: 2.8254139423, output_fired_time: 2.0699143410, propagate_forward_time: 86.1549072266, propagate_backward_time: 120.4288864136, weight_update_time: 0.2804432809, other_time: 4.8980026245
epoch time: 18.4788646698s, input_fired_time: 0.3205935359, output_fired_time: 0.0000000000, propagate_forward_time: 17.2579154968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9003562927
validation[          , genome  6804] predictions:    9676/  10000 (96.76%), best:    9801/10000 (98.01%), error:      1044.31177, best error:       644.52209 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 216.7552795410s, input_fired_time: 2.8265829086, output_fired_time: 2.0818791389, propagate_forward_time: 86.2969207764, propagate_backward_time: 120.6698532104, weight_update_time: 0.2828642130, other_time: 4.8800430298
epoch time: 18.4965610504s, input_fired_time: 0.3217927814, output_fired_time: 0.0000000000, propagate_forward_time: 17.3121013641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8626670837
validation[          , genome  6804] predictions:    9778/  10000 (97.78%), best:    9801/10000 (98.01%), error:       696.84540, best error:       644.52209 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 216.3482208252s, input_fired_time: 2.8249850273, output_fired_time: 2.1050291061, propagate_forward_time: 85.9849090576, propagate_backward_time: 120.4179992676, weight_update_time: 0.2983526886, other_time: 5.0153045654
epoch time: 18.4227008820s, input_fired_time: 0.3227121532, output_fired_time: 0.0000000000, propagate_forward_time: 17.2247619629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752269745
validation[          , genome  6804] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       642.44080, best error:       642.44080 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 216.9170684814s, input_fired_time: 2.8123996258, output_fired_time: 2.0750231743, propagate_forward_time: 86.4237899780, propagate_backward_time: 120.6793136597, weight_update_time: 0.2795352340, other_time: 4.9265441895
epoch time: 18.3221797943s, input_fired_time: 0.3221706152, output_fired_time: 0.0000000000, propagate_forward_time: 17.1189918518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8810176849
validation[          , genome  6804] predictions:    9720/  10000 (97.20%), best:    9807/10000 (98.07%), error:       952.45471, best error:       642.44080 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 217.6549224854s, input_fired_time: 2.8221328259, output_fired_time: 2.1171135902, propagate_forward_time: 86.4676818848, propagate_backward_time: 121.2911453247, weight_update_time: 0.2829582393, other_time: 4.9568557739
epoch time: 18.2828521729s, input_fired_time: 0.3245838583, output_fired_time: 0.0000000000, propagate_forward_time: 17.0777454376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8805236816
validation[          , genome  6804] predictions:    9710/  10000 (97.10%), best:    9807/10000 (98.07%), error:       894.98334, best error:       642.44080 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 217.0743255615s, input_fired_time: 2.9097268581, output_fired_time: 2.1020584106, propagate_forward_time: 86.1683807373, propagate_backward_time: 120.9051437378, weight_update_time: 0.2812207639, other_time: 4.9890060425
epoch time: 18.5217838287s, input_fired_time: 0.3244932294, output_fired_time: 0.0000000000, propagate_forward_time: 17.2509555817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9463348389
validation[          , genome  6804] predictions:    9776/  10000 (97.76%), best:    9807/10000 (98.07%), error:       754.61243, best error:       642.44080 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 216.9914093018s, input_fired_time: 2.8533618450, output_fired_time: 2.0816574097, propagate_forward_time: 86.3040618896, propagate_backward_time: 120.8255157471, weight_update_time: 0.2793375850, other_time: 4.9268188477
epoch time: 18.6702823639s, input_fired_time: 0.3338580132, output_fired_time: 0.0000000000, propagate_forward_time: 17.4356479645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9007759094
validation[          , genome  6804] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       611.21307, best error:       611.21307 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 216.7224426270s, input_fired_time: 2.8485174179, output_fired_time: 2.0753605366, propagate_forward_time: 86.3404083252, propagate_backward_time: 120.5527420044, weight_update_time: 0.2809507549, other_time: 4.9054183960
epoch time: 18.2858982086s, input_fired_time: 0.3221517503, output_fired_time: 0.0000000000, propagate_forward_time: 17.0835342407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8802127838
validation[          , genome  6804] predictions:    9737/  10000 (97.37%), best:    9823/10000 (98.23%), error:       835.30304, best error:       611.21307 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 216.7349548340s, input_fired_time: 2.8013944626, output_fired_time: 2.0847742558, propagate_forward_time: 86.4419555664, propagate_backward_time: 120.4496765137, weight_update_time: 0.2857514620, other_time: 4.9571533203
epoch time: 18.4241428375s, input_fired_time: 0.3245266080, output_fired_time: 0.0000000000, propagate_forward_time: 17.2079505920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8916664124
validation[          , genome  6804] predictions:    9768/  10000 (97.68%), best:    9823/10000 (98.23%), error:       763.16058, best error:       611.21307 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 216.8998565674s, input_fired_time: 2.8174746037, output_fired_time: 2.0926518440, propagate_forward_time: 86.3771362305, propagate_backward_time: 120.6825256348, weight_update_time: 0.2815905511, other_time: 4.9300689697
epoch time: 18.3714427948s, input_fired_time: 0.3287165165, output_fired_time: 0.0000000000, propagate_forward_time: 17.1715297699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8711967468
validation[          , genome  6804] predictions:    9796/  10000 (97.96%), best:    9823/10000 (98.23%), error:       673.97192, best error:       611.21307 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 216.9197692871s, input_fired_time: 2.8594689369, output_fired_time: 2.1002626419, propagate_forward_time: 86.5085220337, propagate_backward_time: 120.5556411743, weight_update_time: 0.2821189165, other_time: 4.8958740234
epoch time: 18.3448791504s, input_fired_time: 0.3252758086, output_fired_time: 0.0000000000, propagate_forward_time: 17.1313858032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8882179260
validation[          , genome  6804] predictions:    9785/  10000 (97.85%), best:    9823/10000 (98.23%), error:       696.16931, best error:       611.21307 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 217.3321533203s, input_fired_time: 2.8771457672, output_fired_time: 2.1033947468, propagate_forward_time: 86.5113677979, propagate_backward_time: 120.9177246094, weight_update_time: 0.2811399996, other_time: 4.9225158691
epoch time: 18.3587970734s, input_fired_time: 0.3226985931, output_fired_time: 0.0000000000, propagate_forward_time: 17.1645927429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8715057373
validation[          , genome  6804] predictions:    9762/  10000 (97.62%), best:    9823/10000 (98.23%), error:       787.97070, best error:       611.21307 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 217.1325988770s, input_fired_time: 2.8323154449, output_fired_time: 2.1178715229, propagate_forward_time: 86.6592636108, propagate_backward_time: 120.5724563599, weight_update_time: 0.2847459912, other_time: 4.9506835938
epoch time: 18.4654445648s, input_fired_time: 0.3355560899, output_fired_time: 0.0000000000, propagate_forward_time: 17.2249832153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9049053192
validation[          , genome  6804] predictions:    9729/  10000 (97.29%), best:    9823/10000 (98.23%), error:       864.33447, best error:       611.21307 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 216.9037628174s, input_fired_time: 2.8279113770, output_fired_time: 2.1210162640, propagate_forward_time: 86.2313842773, propagate_backward_time: 120.8071823120, weight_update_time: 0.2811885476, other_time: 4.9162673950
epoch time: 18.5622348785s, input_fired_time: 0.3284428120, output_fired_time: 0.0000000000, propagate_forward_time: 17.3002433777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9335479736
validation[          , genome  6804] predictions:    9780/  10000 (97.80%), best:    9823/10000 (98.23%), error:       766.68829, best error:       611.21307 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 216.4324188232s, input_fired_time: 2.8310513496, output_fired_time: 2.0935189724, propagate_forward_time: 86.2422943115, propagate_backward_time: 120.3394241333, weight_update_time: 0.2813919187, other_time: 4.9261245728
epoch time: 18.4647998810s, input_fired_time: 0.3347479403, output_fired_time: 0.0000000000, propagate_forward_time: 17.2277793884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9022731781
validation[          , genome  6804] predictions:    9804/  10000 (98.04%), best:    9823/10000 (98.23%), error:       652.71356, best error:       611.21307 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 216.7430572510s, input_fired_time: 2.8111698627, output_fired_time: 2.0950291157, propagate_forward_time: 86.5180206299, propagate_backward_time: 120.4062576294, weight_update_time: 0.2797571719, other_time: 4.9125747681
epoch time: 18.3835124969s, input_fired_time: 0.3269121647, output_fired_time: 0.0000000000, propagate_forward_time: 17.1768341064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8797664642
validation[          , genome  6804] predictions:    9768/  10000 (97.68%), best:    9823/10000 (98.23%), error:       760.07141, best error:       611.21307 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 217.2234039307s, input_fired_time: 2.8555345535, output_fired_time: 2.1260960102, propagate_forward_time: 86.3783187866, propagate_backward_time: 120.7562484741, weight_update_time: 0.2804177403, other_time: 5.1072082520
epoch time: 18.4138889313s, input_fired_time: 0.3216640949, output_fired_time: 0.0000000000, propagate_forward_time: 17.2275962830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8646278381
validation[          , genome  6804] predictions:    9767/  10000 (97.67%), best:    9823/10000 (98.23%), error:       730.20355, best error:       611.21307 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 217.1324157715s, input_fired_time: 2.8529675007, output_fired_time: 2.1441102028, propagate_forward_time: 86.5453109741, propagate_backward_time: 120.6762008667, weight_update_time: 0.2818074524, other_time: 4.9138336182
epoch time: 18.3962535858s, input_fired_time: 0.3283481300, output_fired_time: 0.0000000000, propagate_forward_time: 17.1943988800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8735065460
validation[          , genome  6804] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       605.90942, best error:       605.90942 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 217.3163452148s, input_fired_time: 2.8410823345, output_fired_time: 2.0820279121, propagate_forward_time: 86.6438293457, propagate_backward_time: 120.8343048096, weight_update_time: 0.2831569910, other_time: 4.9151000977
epoch time: 18.2327976227s, input_fired_time: 0.3261197209, output_fired_time: 0.0000000000, propagate_forward_time: 17.0397968292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8668804169
validation[          , genome  6804] predictions:    9776/  10000 (97.76%), best:    9820/10000 (98.20%), error:       745.41333, best error:       605.90942 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 217.0704345703s, input_fired_time: 2.8152892590, output_fired_time: 2.0804207325, propagate_forward_time: 86.6326751709, propagate_backward_time: 120.6160507202, weight_update_time: 0.2789380252, other_time: 4.9260025024
epoch time: 18.4893054962s, input_fired_time: 0.3257758617, output_fired_time: 0.0000000000, propagate_forward_time: 17.2671356201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8963947296
validation[          , genome  6804] predictions:    9784/  10000 (97.84%), best:    9820/10000 (98.20%), error:       711.27527, best error:       605.90942 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 216.9693908691s, input_fired_time: 2.8105132580, output_fired_time: 2.0891528130, propagate_forward_time: 86.6965713501, propagate_backward_time: 120.4736328125, weight_update_time: 0.2862167954, other_time: 4.8995132446
epoch time: 18.4051494598s, input_fired_time: 0.3255112469, output_fired_time: 0.0000000000, propagate_forward_time: 17.1993560791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8802814484
validation[          , genome  6804] predictions:    9766/  10000 (97.66%), best:    9820/10000 (98.20%), error:       739.77637, best error:       605.90942 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 216.8125000000s, input_fired_time: 2.8285319805, output_fired_time: 2.1088852882, propagate_forward_time: 86.2779312134, propagate_backward_time: 120.6796646118, weight_update_time: 0.3098950088, other_time: 4.9174804688
epoch time: 18.2312393188s, input_fired_time: 0.3206070662, output_fired_time: 0.0000000000, propagate_forward_time: 17.0378570557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8727760315
validation[          , genome  6804] predictions:    9736/  10000 (97.36%), best:    9820/10000 (98.20%), error:       832.54462, best error:       605.90942 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 216.8262481689s, input_fired_time: 2.8707294464, output_fired_time: 2.0777900219, propagate_forward_time: 86.3822784424, propagate_backward_time: 120.6212692261, weight_update_time: 0.2909729183, other_time: 4.8741836548
epoch time: 18.2451362610s, input_fired_time: 0.3256525099, output_fired_time: 0.0000000000, propagate_forward_time: 17.0657062531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8537769318
validation[          , genome  6804] predictions:    9828/  10000 (98.28%), best:    9820/10000 (98.20%), error:       628.49554, best error:       605.90942 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 217.3916320801s, input_fired_time: 2.9069061279, output_fired_time: 2.1073637009, propagate_forward_time: 86.6929702759, propagate_backward_time: 120.7885742188, weight_update_time: 0.2810466886, other_time: 4.8958206177
epoch time: 18.3801059723s, input_fired_time: 0.3303377330, output_fired_time: 0.0000000000, propagate_forward_time: 17.1805706024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8691978455
validation[          , genome  6804] predictions:    9765/  10000 (97.65%), best:    9820/10000 (98.20%), error:       716.42334, best error:       605.90942 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 217.2202301025s, input_fired_time: 2.8461511135, output_fired_time: 2.1123676300, propagate_forward_time: 86.7389450073, propagate_backward_time: 120.6291275024, weight_update_time: 0.2869408131, other_time: 4.8936462402
epoch time: 18.3695774078s, input_fired_time: 0.3353703022, output_fired_time: 0.0000000000, propagate_forward_time: 17.1587867737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8754196167
validation[          , genome  6804] predictions:    9812/  10000 (98.12%), best:    9820/10000 (98.20%), error:       638.53040, best error:       605.90942 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 217.1649780273s, input_fired_time: 2.8246004581, output_fired_time: 2.1069047451, propagate_forward_time: 86.6101760864, propagate_backward_time: 120.7121200562, weight_update_time: 0.2889956832, other_time: 4.9111785889
epoch time: 18.3291587830s, input_fired_time: 0.3269706964, output_fired_time: 0.0000000000, propagate_forward_time: 17.1377735138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8644142151
validation[          , genome  6804] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       751.89410, best error:       605.90942 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 217.1878967285s, input_fired_time: 2.8357796669, output_fired_time: 2.1109142303, propagate_forward_time: 86.5268325806, propagate_backward_time: 120.7540206909, weight_update_time: 0.2880152464, other_time: 4.9603424072
epoch time: 18.4771232605s, input_fired_time: 0.3764770627, output_fired_time: 0.0000000000, propagate_forward_time: 17.2250194550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8756275177
validation[          , genome  6804] predictions:    9769/  10000 (97.69%), best:    9820/10000 (98.20%), error:       755.88629, best error:       605.90942 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 216.9120330811s, input_fired_time: 2.8839695454, output_fired_time: 2.0838801861, propagate_forward_time: 86.3613967896, propagate_backward_time: 120.6765899658, weight_update_time: 0.2798145115, other_time: 4.9061965942
epoch time: 18.5431232452s, input_fired_time: 0.3333948553, output_fired_time: 0.0000000000, propagate_forward_time: 17.3177986145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8919296265
validation[          , genome  6804] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       647.52924, best error:       605.90942 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 216.6290893555s, input_fired_time: 2.8832383156, output_fired_time: 2.0978736877, propagate_forward_time: 86.3216934204, propagate_backward_time: 120.4372558594, weight_update_time: 0.2796192467, other_time: 4.8890304565
epoch time: 18.3819847107s, input_fired_time: 0.3272910714, output_fired_time: 0.0000000000, propagate_forward_time: 17.1857509613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8689422607
validation[          , genome  6804] predictions:    9786/  10000 (97.86%), best:    9820/10000 (98.20%), error:       712.40704, best error:       605.90942 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 217.3413696289s, input_fired_time: 2.8596313000, output_fired_time: 2.0967845917, propagate_forward_time: 86.8646774292, propagate_backward_time: 120.5510864258, weight_update_time: 0.2842474282, other_time: 4.9691848755
epoch time: 18.6318912506s, input_fired_time: 0.3290174603, output_fired_time: 0.0000000000, propagate_forward_time: 17.4173583984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8855152130
validation[          , genome  6804] predictions:    9791/  10000 (97.91%), best:    9820/10000 (98.20%), error:       692.94525, best error:       605.90942 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 216.9300231934s, input_fired_time: 2.8984341621, output_fired_time: 2.0864105225, propagate_forward_time: 86.6361999512, propagate_backward_time: 120.3696441650, weight_update_time: 0.2836691439, other_time: 4.9393310547
epoch time: 18.4668388367s, input_fired_time: 0.3269782960, output_fired_time: 0.0000000000, propagate_forward_time: 17.2536354065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8862247467
validation[          , genome  6804] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       774.25867, best error:       605.90942 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 216.8099670410s, input_fired_time: 2.8379693031, output_fired_time: 2.1228599548, propagate_forward_time: 86.4242782593, propagate_backward_time: 120.5264434814, weight_update_time: 0.2824248374, other_time: 4.8984146118
epoch time: 18.4848709106s, input_fired_time: 0.3323924839, output_fired_time: 0.0000000000, propagate_forward_time: 17.2950458527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8574333191
validation[          , genome  6804] predictions:    9792/  10000 (97.92%), best:    9820/10000 (98.20%), error:       676.07391, best error:       605.90942 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 217.6015625000s, input_fired_time: 2.8694555759, output_fired_time: 2.1172738075, propagate_forward_time: 86.6347198486, propagate_backward_time: 121.0928955078, weight_update_time: 0.2789706886, other_time: 4.8872070312
epoch time: 18.3727474213s, input_fired_time: 0.3304027021, output_fired_time: 0.0000000000, propagate_forward_time: 17.1709423065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8714027405
validation[          , genome  6804] predictions:    9775/  10000 (97.75%), best:    9820/10000 (98.20%), error:       721.90179, best error:       605.90942 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 216.4049072266s, input_fired_time: 2.8530876637, output_fired_time: 2.0872235298, propagate_forward_time: 86.2124938965, propagate_backward_time: 120.2564392090, weight_update_time: 0.2812986672, other_time: 4.9956665039
epoch time: 18.4253387451s, input_fired_time: 0.3297427595, output_fired_time: 0.0000000000, propagate_forward_time: 17.2276191711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8679771423
validation[          , genome  6804] predictions:    9803/  10000 (98.03%), best:    9820/10000 (98.20%), error:       666.15698, best error:       605.90942 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 217.0493164062s, input_fired_time: 2.8651368618, output_fired_time: 2.1012284756, propagate_forward_time: 86.5492553711, propagate_backward_time: 120.6341781616, weight_update_time: 0.2811712325, other_time: 4.8995132446
epoch time: 18.3852691650s, input_fired_time: 0.3309812844, output_fired_time: 0.0000000000, propagate_forward_time: 17.1659832001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8883037567
validation[          , genome  6804] predictions:    9814/  10000 (98.14%), best:    9820/10000 (98.20%), error:       622.86859, best error:       605.90942 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 217.6317596436s, input_fired_time: 2.8639976978, output_fired_time: 2.0947790146, propagate_forward_time: 86.6235351562, propagate_backward_time: 121.0867004395, weight_update_time: 0.2831571102, other_time: 4.9627532959
epoch time: 18.4266090393s, input_fired_time: 0.3510348797, output_fired_time: 0.0000000000, propagate_forward_time: 17.1921520233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8834228516
validation[          , genome  6804] predictions:    9795/  10000 (97.95%), best:    9820/10000 (98.20%), error:       664.70789, best error:       605.90942 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 217.1229248047s, input_fired_time: 2.9040997028, output_fired_time: 2.0868573189, propagate_forward_time: 87.0319900513, propagate_backward_time: 120.1630706787, weight_update_time: 0.2798344493, other_time: 4.9369125366
epoch time: 18.3024444580s, input_fired_time: 0.3277253807, output_fired_time: 0.0000000000, propagate_forward_time: 17.1068878174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8678321838
validation[          , genome  6804] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       678.92194, best error:       605.90942 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 217.1470947266s, input_fired_time: 2.8278245926, output_fired_time: 2.1249911785, propagate_forward_time: 86.4472122192, propagate_backward_time: 120.8486099243, weight_update_time: 0.2804779708, other_time: 4.8984680176
epoch time: 18.3140239716s, input_fired_time: 0.3283893168, output_fired_time: 0.0000000000, propagate_forward_time: 17.1169376373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8686962128
validation[          , genome  6804] predictions:    9808/  10000 (98.08%), best:    9820/10000 (98.20%), error:       660.07642, best error:       605.90942 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 216.8473205566s, input_fired_time: 2.8938012123, output_fired_time: 2.0926842690, propagate_forward_time: 86.2945327759, propagate_backward_time: 120.6702194214, weight_update_time: 0.2832529247, other_time: 4.8960876465
epoch time: 18.4371433258s, input_fired_time: 0.3273535371, output_fired_time: 0.0000000000, propagate_forward_time: 17.2255477905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8842411041
validation[          , genome  6804] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       647.96204, best error:       605.90942 on epoch:    79, 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: 92.0981521606s, input_fired_time: 1.6509876251, output_fired_time: 0.0000000000, propagate_forward_time: 86.0317230225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4154434204
best training[          , genome  6804] predictions:   49871/  50000 (99.74%), best:    9820/10000 (98.20%), error:       737.25421, best error:       605.90942 on epoch:    79, 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: 19.0482215881s, input_fired_time: 0.3446020782, output_fired_time: 0.0000000000, propagate_forward_time: 17.4218006134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2818183899
   testing[          , genome  6804] predictions:    9844/  10000 (98.44%), best:    9820/10000 (98.20%), error:       557.56494, best error:       605.90942 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:11:12 (20731): called boinc_finish(0)

</stderr_txt>
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