Nameexact_genome_1512568488_42_6805_0
Workunit2605242
Created7 Dec 2017, 21:58:26 UTC
Sent7 Dec 2017, 22:04:23 UTC
Report deadline14 Dec 2017, 23:53:03 UTC
Received8 Dec 2017, 12:26:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 41 min 49 sec
CPU time3 hours 38 min 49 sec
Validate stateValid
Credit1,768.87
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.41 MB
Peak swap size154.17 MB
Peak disk usage1.43 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
.9457272291, propagate_forward_time: 48.4074554443, propagate_backward_time: 65.5191040039, weight_update_time: 0.2041476816, other_time: 3.3992233276
epoch time: 10.4303016663s, input_fired_time: 0.1484665722, output_fired_time: 0.0000000000, propagate_forward_time: 9.6761884689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056470871
validation[          , genome  6805] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       945.68414, best error:       945.68414 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.6915893555s, input_fired_time: 1.3430085182, output_fired_time: 0.9467307329, propagate_forward_time: 48.4549484253, propagate_backward_time: 65.5528869629, weight_update_time: 0.2023450732, other_time: 3.3940124512
epoch time: 10.3742465973s, input_fired_time: 0.1585358530, output_fired_time: 0.0000000000, propagate_forward_time: 9.5966510773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190595627
validation[          , genome  6805] predictions:    9692/  10000 (96.92%), best:    9716/10000 (97.16%), error:      1001.79370, best error:       945.68414 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.0906143188s, input_fired_time: 1.3306951523, output_fired_time: 0.9394491911, propagate_forward_time: 48.1748199463, propagate_backward_time: 65.2380142212, weight_update_time: 0.2028147876, other_time: 3.4076385498
epoch time: 10.3854904175s, input_fired_time: 0.1502419114, output_fired_time: 0.0000000000, propagate_forward_time: 9.6291837692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060647964
validation[          , genome  6805] predictions:    9569/  10000 (95.69%), best:    9716/10000 (97.16%), error:      1366.50586, best error:       945.68414 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.3633117676s, input_fired_time: 1.3403786421, output_fired_time: 0.9366822839, propagate_forward_time: 48.2763481140, propagate_backward_time: 65.3994522095, weight_update_time: 0.2039325088, other_time: 3.4104537964
epoch time: 10.4615755081s, input_fired_time: 0.1510137171, output_fired_time: 0.0000000000, propagate_forward_time: 9.6897859573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207761765
validation[          , genome  6805] predictions:    9672/  10000 (96.72%), best:    9716/10000 (97.16%), error:      1030.32983, best error:       945.68414 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.1419067383s, input_fired_time: 1.3320355415, output_fired_time: 0.9370901585, propagate_forward_time: 48.3183822632, propagate_backward_time: 65.1445388794, weight_update_time: 0.2034393400, other_time: 3.4098587036
epoch time: 10.4013633728s, input_fired_time: 0.1500405073, output_fired_time: 0.0000000000, propagate_forward_time: 9.6417207718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096019745
validation[          , genome  6805] predictions:    9684/  10000 (96.84%), best:    9716/10000 (97.16%), error:      1015.83063, best error:       945.68414 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 119.5875549316s, input_fired_time: 1.3416776657, output_fired_time: 0.9509839416, propagate_forward_time: 48.4679069519, propagate_backward_time: 65.4004516602, weight_update_time: 0.2030654252, other_time: 3.4265441895
epoch time: 10.5108270645s, input_fired_time: 0.1529207677, output_fired_time: 0.0000000000, propagate_forward_time: 9.7454633713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124429703
validation[          , genome  6805] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:       979.84656, best error:       945.68414 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.6590652466s, input_fired_time: 1.3803268671, output_fired_time: 0.9344018698, propagate_forward_time: 48.2546348572, propagate_backward_time: 65.7090988159, weight_update_time: 0.2025029063, other_time: 3.3806076050
epoch time: 10.4385395050s, input_fired_time: 0.1519847214, output_fired_time: 0.0000000000, propagate_forward_time: 9.6809339523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056203842
validation[          , genome  6805] predictions:    9704/  10000 (97.04%), best:    9716/10000 (97.16%), error:       969.58649, best error:       945.68414 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.5933303833s, input_fired_time: 1.3636926413, output_fired_time: 0.9441808462, propagate_forward_time: 48.4772071838, propagate_backward_time: 65.3578643799, weight_update_time: 0.2074614167, other_time: 3.4503784180
epoch time: 10.4619503021s, input_fired_time: 0.1498710513, output_fired_time: 0.0000000000, propagate_forward_time: 9.6961774826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159019470
validation[          , genome  6805] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       929.97620, best error:       929.97620 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.5979995728s, input_fired_time: 1.3365457058, output_fired_time: 0.9849342108, propagate_forward_time: 48.3766021729, propagate_backward_time: 65.4565124512, weight_update_time: 0.2054923773, other_time: 3.4434051514
epoch time: 10.3858184814s, input_fired_time: 0.1528797746, output_fired_time: 0.0000000000, propagate_forward_time: 9.6309003830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020383835
validation[          , genome  6805] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       970.05829, best error:       929.97620 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 119.2467193604s, input_fired_time: 1.3513237238, output_fired_time: 0.9368932843, propagate_forward_time: 48.0111961365, propagate_backward_time: 65.5675811768, weight_update_time: 0.2034251094, other_time: 3.3797302246
epoch time: 10.4213809967s, input_fired_time: 0.1505914479, output_fired_time: 0.0000000000, propagate_forward_time: 9.6589593887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118297577
validation[          , genome  6805] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       841.82343, best error:       841.82343 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 120.1749343872s, input_fired_time: 1.3302259445, output_fired_time: 0.9445714951, propagate_forward_time: 48.4674835205, propagate_backward_time: 66.0248870850, weight_update_time: 0.2031463981, other_time: 3.4077682495
epoch time: 10.3504533768s, input_fired_time: 0.1516136825, output_fired_time: 0.0000000000, propagate_forward_time: 9.5845127106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143274307
validation[          , genome  6805] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       853.96173, best error:       841.82343 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 119.4014663696s, input_fired_time: 1.3404617310, output_fired_time: 0.9473947883, propagate_forward_time: 48.1301002502, propagate_backward_time: 65.5825195312, weight_update_time: 0.2021333277, other_time: 3.4009857178
epoch time: 10.4372520447s, input_fired_time: 0.1509941369, output_fired_time: 0.0000000000, propagate_forward_time: 9.6725196838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6137380600
validation[          , genome  6805] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       877.16864, best error:       841.82343 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 119.9485168457s, input_fired_time: 1.3421953917, output_fired_time: 0.9472647309, propagate_forward_time: 48.4016151428, propagate_backward_time: 65.8463134766, weight_update_time: 0.2064377517, other_time: 3.4111328125
epoch time: 10.4376802444s, input_fired_time: 0.1527491063, output_fired_time: 0.0000000000, propagate_forward_time: 9.6704874039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144437790
validation[          , genome  6805] predictions:    9443/  10000 (94.43%), best:    9758/10000 (97.58%), error:      1783.41785, best error:       841.82343 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.2099304199s, input_fired_time: 1.3396754265, output_fired_time: 0.9652160406, propagate_forward_time: 48.2725524902, propagate_backward_time: 66.2371978760, weight_update_time: 0.2042881548, other_time: 3.3952865601
epoch time: 10.5749301910s, input_fired_time: 0.1528097838, output_fired_time: 0.0000000000, propagate_forward_time: 9.7979488373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241712570
validation[          , genome  6805] predictions:    9716/  10000 (97.16%), best:    9758/10000 (97.58%), error:       924.35791, best error:       841.82343 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.7957077026s, input_fired_time: 1.3506362438, output_fired_time: 0.9654123783, propagate_forward_time: 48.0715713501, propagate_backward_time: 65.9144744873, weight_update_time: 0.2630204856, other_time: 3.4936065674
epoch time: 10.3834037781s, input_fired_time: 0.1531141549, output_fired_time: 0.0000000000, propagate_forward_time: 9.6055421829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247472763
validation[          , genome  6805] predictions:    9697/  10000 (96.97%), best:    9758/10000 (97.58%), error:       982.31738, best error:       841.82343 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.7370681763s, input_fired_time: 1.3482728004, output_fired_time: 0.9487789869, propagate_forward_time: 48.4490318298, propagate_backward_time: 65.5962753296, weight_update_time: 0.2053819448, other_time: 3.3947067261
epoch time: 10.3869667053s, input_fired_time: 0.1553313583, output_fired_time: 0.0000000000, propagate_forward_time: 9.6159572601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156778336
validation[          , genome  6805] predictions:    9712/  10000 (97.12%), best:    9758/10000 (97.58%), error:       942.30365, best error:       841.82343 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.2359619141s, input_fired_time: 1.3324018717, output_fired_time: 0.9411509037, propagate_forward_time: 48.4397239685, propagate_backward_time: 66.0853271484, weight_update_time: 0.2053052932, other_time: 3.4373474121
epoch time: 10.4597578049s, input_fired_time: 0.1547057480, output_fired_time: 0.0000000000, propagate_forward_time: 9.6523885727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526632309
validation[          , genome  6805] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       875.14026, best error:       841.82343 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 120.1429519653s, input_fired_time: 1.3431179523, output_fired_time: 0.9538987875, propagate_forward_time: 48.3417854309, propagate_backward_time: 66.0665512085, weight_update_time: 0.2031128407, other_time: 3.4375991821
epoch time: 10.4190130234s, input_fired_time: 0.1549358666, output_fired_time: 0.0000000000, propagate_forward_time: 9.6537475586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103296280
validation[          , genome  6805] predictions:    9565/  10000 (95.65%), best:    9758/10000 (97.58%), error:      1496.08374, best error:       841.82343 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.3833236694s, input_fired_time: 1.3353420496, output_fired_time: 0.9536752105, propagate_forward_time: 48.5156631470, propagate_backward_time: 66.1732711792, weight_update_time: 0.2047359049, other_time: 3.4053726196
epoch time: 10.4351749420s, input_fired_time: 0.1548347026, output_fired_time: 0.0000000000, propagate_forward_time: 9.6561794281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241607666
validation[          , genome  6805] predictions:    9679/  10000 (96.79%), best:    9758/10000 (97.58%), error:      1089.66748, best error:       841.82343 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.2339935303s, input_fired_time: 1.3721361160, output_fired_time: 0.9569299817, propagate_forward_time: 48.2775726318, propagate_backward_time: 66.1797790527, weight_update_time: 0.2030199319, other_time: 3.4475708008
epoch time: 10.4451255798s, input_fired_time: 0.1563039422, output_fired_time: 0.0000000000, propagate_forward_time: 9.6671400070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216812134
validation[          , genome  6805] predictions:    9708/  10000 (97.08%), best:    9758/10000 (97.58%), error:       937.61377, best error:       841.82343 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.7708358765s, input_fired_time: 1.3426017761, output_fired_time: 0.9451148510, propagate_forward_time: 48.1562309265, propagate_backward_time: 65.9313888550, weight_update_time: 0.2049107999, other_time: 3.3955001831
epoch time: 10.4535484314s, input_fired_time: 0.1857410967, output_fired_time: 0.0000000000, propagate_forward_time: 9.6588401794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089668274
validation[          , genome  6805] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       889.03302, best error:       841.82343 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 120.6504440308s, input_fired_time: 1.3499941826, output_fired_time: 0.9446035624, propagate_forward_time: 48.7127418518, propagate_backward_time: 66.2397308350, weight_update_time: 0.2100079954, other_time: 3.4033813477
epoch time: 10.4830484390s, input_fired_time: 0.1517622322, output_fired_time: 0.0000000000, propagate_forward_time: 9.7147722244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165142059
validation[          , genome  6805] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       905.14258, best error:       841.82343 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.3579483032s, input_fired_time: 1.3501650095, output_fired_time: 0.9423854351, propagate_forward_time: 48.1143035889, propagate_backward_time: 66.4933013916, weight_update_time: 0.2031665444, other_time: 3.4577941895
epoch time: 11.0358161926s, input_fired_time: 0.1590366215, output_fired_time: 0.0000000000, propagate_forward_time: 10.2230167389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6537628174
validation[          , genome  6805] predictions:    9647/  10000 (96.47%), best:    9758/10000 (97.58%), error:      1192.57556, best error:       841.82343 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.6673431396s, input_fired_time: 1.3641417027, output_fired_time: 0.9542778730, propagate_forward_time: 48.4130592346, propagate_backward_time: 66.4642562866, weight_update_time: 0.2035049051, other_time: 3.4716110229
epoch time: 10.5916624069s, input_fired_time: 0.1514309943, output_fired_time: 0.0000000000, propagate_forward_time: 9.8136100769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266212463
validation[          , genome  6805] predictions:    9718/  10000 (97.18%), best:    9758/10000 (97.58%), error:       928.64087, best error:       841.82343 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.4507980347s, input_fired_time: 1.3752584457, output_fired_time: 0.9870617390, propagate_forward_time: 48.4075889587, propagate_backward_time: 66.1839294434, weight_update_time: 0.2056263387, other_time: 3.4969635010
epoch time: 10.4142560959s, input_fired_time: 0.1543294191, output_fired_time: 0.0000000000, propagate_forward_time: 9.6492309570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106958389
validation[          , genome  6805] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       944.78638, best error:       841.82343 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 120.5893859863s, input_fired_time: 1.3767839670, output_fired_time: 0.9392985702, propagate_forward_time: 48.2789230347, propagate_backward_time: 66.5610733032, weight_update_time: 0.2035655528, other_time: 3.4333038330
epoch time: 10.4548578262s, input_fired_time: 0.1533098668, output_fired_time: 0.0000000000, propagate_forward_time: 9.6932725906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082754135
validation[          , genome  6805] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       867.66241, best error:       841.82343 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 119.9596633911s, input_fired_time: 1.3347383738, output_fired_time: 0.9397960305, propagate_forward_time: 48.1014022827, propagate_backward_time: 66.2033462524, weight_update_time: 0.2018714547, other_time: 3.3803787231
epoch time: 10.4376144409s, input_fired_time: 0.1517870575, output_fired_time: 0.0000000000, propagate_forward_time: 9.6683063507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6175212860
validation[          , genome  6805] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       845.52728, best error:       841.82343 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 120.5653991699s, input_fired_time: 1.3446842432, output_fired_time: 0.9535115361, propagate_forward_time: 48.2904586792, propagate_backward_time: 66.4774246216, weight_update_time: 0.2044911683, other_time: 3.4993209839
epoch time: 10.3990182877s, input_fired_time: 0.1547720879, output_fired_time: 0.0000000000, propagate_forward_time: 9.6330137253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112327576
validation[          , genome  6805] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       927.31433, best error:       841.82343 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 120.5486831665s, input_fired_time: 1.3438987732, output_fired_time: 0.9791690111, propagate_forward_time: 48.4037055969, propagate_backward_time: 66.4159927368, weight_update_time: 0.2039595991, other_time: 3.4059219360
epoch time: 10.4887294769s, input_fired_time: 0.1553893387, output_fired_time: 0.0000000000, propagate_forward_time: 9.7259273529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074123383
validation[          , genome  6805] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       806.25879, best error:       806.25879 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.9622802734s, input_fired_time: 1.3404231071, output_fired_time: 0.9402197599, propagate_forward_time: 48.4414672852, propagate_backward_time: 66.7637710571, weight_update_time: 0.2074747831, other_time: 3.4764022827
epoch time: 10.4791173935s, input_fired_time: 0.1524390429, output_fired_time: 0.0000000000, propagate_forward_time: 9.7192087173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074695587
validation[          , genome  6805] predictions:    9726/  10000 (97.26%), best:    9765/10000 (97.65%), error:       897.53345, best error:       806.25879 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.5489654541s, input_fired_time: 1.3494929075, output_fired_time: 0.9528047442, propagate_forward_time: 48.1594047546, propagate_backward_time: 66.5513610840, weight_update_time: 0.2040160596, other_time: 3.5359039307
epoch time: 10.4608402252s, input_fired_time: 0.1525415629, output_fired_time: 0.0000000000, propagate_forward_time: 9.6928691864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154298782
validation[          , genome  6805] predictions:    9636/  10000 (96.36%), best:    9765/10000 (97.65%), error:      1255.06567, best error:       806.25879 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 120.8435974121s, input_fired_time: 1.3738102913, output_fired_time: 0.9565894008, propagate_forward_time: 48.4863166809, propagate_backward_time: 66.6293106079, weight_update_time: 0.2039484978, other_time: 3.3975753784
epoch time: 10.3681201935s, input_fired_time: 0.1513265222, output_fired_time: 0.0000000000, propagate_forward_time: 9.6025152206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142787933
validation[          , genome  6805] predictions:    9678/  10000 (96.78%), best:    9765/10000 (97.65%), error:      1091.76685, best error:       806.25879 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 120.3544692993s, input_fired_time: 1.3545379639, output_fired_time: 0.9477130771, propagate_forward_time: 48.1628913879, propagate_backward_time: 66.4136276245, weight_update_time: 0.2061028033, other_time: 3.4757003784
epoch time: 10.4346265793s, input_fired_time: 0.1526019275, output_fired_time: 0.0000000000, propagate_forward_time: 9.6762771606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057472229
validation[          , genome  6805] predictions:    9690/  10000 (96.90%), best:    9765/10000 (97.65%), error:      1087.29932, best error:       806.25879 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.9012908936s, input_fired_time: 1.3737788200, output_fired_time: 0.9536199570, propagate_forward_time: 48.2669067383, propagate_backward_time: 66.8908004761, weight_update_time: 0.2034754902, other_time: 3.4161834717
epoch time: 10.3487701416s, input_fired_time: 0.1523328722, output_fired_time: 0.0000000000, propagate_forward_time: 9.5897741318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066627502
validation[          , genome  6805] predictions:    9744/  10000 (97.44%), best:    9765/10000 (97.65%), error:       825.02448, best error:       806.25879 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.5992507935s, input_fired_time: 1.3612973690, output_fired_time: 0.9482438564, propagate_forward_time: 48.1374397278, propagate_backward_time: 66.7277755737, weight_update_time: 0.2050250918, other_time: 3.4244918823
epoch time: 10.3762283325s, input_fired_time: 0.1532596648, output_fired_time: 0.0000000000, propagate_forward_time: 9.5931739807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297950745
validation[          , genome  6805] predictions:    9713/  10000 (97.13%), best:    9765/10000 (97.65%), error:       872.40912, best error:       806.25879 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 120.5866165161s, input_fired_time: 1.3456853628, output_fired_time: 0.9439098239, propagate_forward_time: 48.2380256653, propagate_backward_time: 66.6716918945, weight_update_time: 0.2037762552, other_time: 3.3872985840
epoch time: 10.3827943802s, input_fired_time: 0.1536223590, output_fired_time: 0.0000000000, propagate_forward_time: 9.6206254959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6085462570
validation[          , genome  6805] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       804.66132, best error:       804.66132 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.9165725708s, input_fired_time: 1.3516786098, output_fired_time: 0.9577098489, propagate_forward_time: 48.3116836548, propagate_backward_time: 66.8785934448, weight_update_time: 0.2153204530, other_time: 3.4169082642
epoch time: 10.4113368988s, input_fired_time: 0.1516267508, output_fired_time: 0.0000000000, propagate_forward_time: 9.6418247223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6178855896
validation[          , genome  6805] predictions:    9706/  10000 (97.06%), best:    9755/10000 (97.55%), error:      1007.76166, best error:       804.66132 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 121.0378952026s, input_fired_time: 1.3813023567, output_fired_time: 0.9458377361, propagate_forward_time: 48.2112426758, propagate_backward_time: 67.0741882324, weight_update_time: 0.2051908672, other_time: 3.4253234863
epoch time: 10.5082874298s, input_fired_time: 0.1543493718, output_fired_time: 0.0000000000, propagate_forward_time: 9.7188453674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350927353
validation[          , genome  6805] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       869.11041, best error:       804.66132 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 121.9057998657s, input_fired_time: 1.4228919744, output_fired_time: 0.9722430110, propagate_forward_time: 48.4757575989, propagate_backward_time: 67.5581817627, weight_update_time: 0.2106362879, other_time: 3.4767303467
epoch time: 10.3284120560s, input_fired_time: 0.1543048471, output_fired_time: 0.0000000000, propagate_forward_time: 9.5512609482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6228466034
validation[          , genome  6805] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       969.68298, best error:       804.66132 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.1484146118s, input_fired_time: 1.3738517761, output_fired_time: 0.9569641948, propagate_forward_time: 48.3081588745, propagate_backward_time: 67.0663452148, weight_update_time: 0.2046405822, other_time: 3.4430999756
epoch time: 10.3236474991s, input_fired_time: 0.1548648030, output_fired_time: 0.0000000000, propagate_forward_time: 9.5461645126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226177216
validation[          , genome  6805] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       973.44922, best error:       804.66132 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.8797454834s, input_fired_time: 1.3517211676, output_fired_time: 0.9587331414, propagate_forward_time: 48.2763214111, propagate_backward_time: 66.7829055786, weight_update_time: 0.2054806799, other_time: 3.5100631714
epoch time: 10.3617582321s, input_fired_time: 0.1550167054, output_fired_time: 0.0000000000, propagate_forward_time: 9.5907735825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159677505
validation[          , genome  6805] predictions:    9760/  10000 (97.60%), best:    9755/10000 (97.55%), error:       806.24414, best error:       804.66132 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.2349853516s, input_fired_time: 1.3837368488, output_fired_time: 0.9561392665, propagate_forward_time: 48.9452629089, propagate_backward_time: 67.4724807739, weight_update_time: 0.2039377242, other_time: 3.4773635864
epoch time: 10.5014104843s, input_fired_time: 0.1537846923, output_fired_time: 0.0000000000, propagate_forward_time: 9.7311515808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164741516
validation[          , genome  6805] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       958.09406, best error:       804.66132 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.1964263916s, input_fired_time: 1.3476185799, output_fired_time: 0.9754868746, propagate_forward_time: 48.1545181274, propagate_backward_time: 67.1725158691, weight_update_time: 0.2043250352, other_time: 3.5462875366
epoch time: 10.4728116989s, input_fired_time: 0.1538852900, output_fired_time: 0.0000000000, propagate_forward_time: 9.6899738312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289529800
validation[          , genome  6805] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       969.79706, best error:       804.66132 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 121.6380233765s, input_fired_time: 1.4121098518, output_fired_time: 0.9964141250, propagate_forward_time: 48.4854583740, propagate_backward_time: 67.2624588013, weight_update_time: 0.2065764964, other_time: 3.4815826416
epoch time: 10.4614095688s, input_fired_time: 0.1554199606, output_fired_time: 0.0000000000, propagate_forward_time: 9.6965465546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094427109
validation[          , genome  6805] predictions:    9638/  10000 (96.38%), best:    9755/10000 (97.55%), error:      1177.66638, best error:       804.66132 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 121.3243942261s, input_fired_time: 1.3590754271, output_fired_time: 0.9525273442, propagate_forward_time: 48.5002212524, propagate_backward_time: 67.0679779053, weight_update_time: 0.2053949833, other_time: 3.4445877075
epoch time: 10.4657659531s, input_fired_time: 0.1558641195, output_fired_time: 0.0000000000, propagate_forward_time: 9.6935920715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6163101196
validation[          , genome  6805] predictions:    9721/  10000 (97.21%), best:    9755/10000 (97.55%), error:      1005.20056, best error:       804.66132 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.3113555908s, input_fired_time: 1.3548280001, output_fired_time: 0.9604402781, propagate_forward_time: 48.1467666626, propagate_backward_time: 67.3726501465, weight_update_time: 0.2086309791, other_time: 3.4766693115
epoch time: 10.4023818970s, input_fired_time: 0.1546783447, output_fired_time: 0.0000000000, propagate_forward_time: 9.6305131912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171903610
validation[          , genome  6805] predictions:    9748/  10000 (97.48%), best:    9755/10000 (97.55%), error:       860.37915, best error:       804.66132 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 120.9172210693s, input_fired_time: 1.3613116741, output_fired_time: 0.9576731920, propagate_forward_time: 48.2686195374, propagate_backward_time: 66.8873825073, weight_update_time: 0.2299853265, other_time: 3.4422378540
epoch time: 10.4821195602s, input_fired_time: 0.1530667990, output_fired_time: 0.0000000000, propagate_forward_time: 9.7097091675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193437576
validation[          , genome  6805] predictions:    9739/  10000 (97.39%), best:    9755/10000 (97.55%), error:       872.37445, best error:       804.66132 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.0529098511s, input_fired_time: 1.3478460312, output_fired_time: 0.9830326438, propagate_forward_time: 48.0155487061, propagate_backward_time: 67.2055130005, weight_update_time: 0.2085438222, other_time: 3.5009689331
epoch time: 10.4783124924s, input_fired_time: 0.1576935947, output_fired_time: 0.0000000000, propagate_forward_time: 9.6708021164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6498165131
validation[          , genome  6805] predictions:    9747/  10000 (97.47%), best:    9755/10000 (97.55%), error:       854.00269, best error:       804.66132 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 121.2017593384s, input_fired_time: 1.3614753485, output_fired_time: 0.9556840658, propagate_forward_time: 48.2531700134, propagate_backward_time: 67.0937652588, weight_update_time: 0.2075032294, other_time: 3.5376739502
epoch time: 10.7229442596s, input_fired_time: 0.1573144794, output_fired_time: 0.0000000000, propagate_forward_time: 9.9444150925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212148666
validation[          , genome  6805] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       820.11285, best error:       804.66132 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 121.6953430176s, input_fired_time: 1.3926541805, output_fired_time: 0.9500893354, propagate_forward_time: 48.5583686829, propagate_backward_time: 67.3291244507, weight_update_time: 0.2203204781, other_time: 3.4651107788
epoch time: 10.4194860458s, input_fired_time: 0.1559709609, output_fired_time: 0.0000000000, propagate_forward_time: 9.6473798752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161355972
validation[          , genome  6805] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       942.28644, best error:       804.66132 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 121.3435287476s, input_fired_time: 1.4139227867, output_fired_time: 0.9571655989, propagate_forward_time: 48.1919174194, propagate_backward_time: 67.2852859497, weight_update_time: 0.2061680853, other_time: 3.4952316284
epoch time: 10.4361181259s, input_fired_time: 0.1540983766, output_fired_time: 0.0000000000, propagate_forward_time: 9.6419487000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6400709152
validation[          , genome  6805] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       880.95575, best error:       804.66132 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.2490692139s, input_fired_time: 1.3636767864, output_fired_time: 0.9838805795, propagate_forward_time: 48.4149436951, propagate_backward_time: 67.0561370850, weight_update_time: 0.2064855546, other_time: 3.4304351807
epoch time: 10.4805107117s, input_fired_time: 0.1601566821, output_fired_time: 0.0000000000, propagate_forward_time: 9.7037401199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166143417
validation[          , genome  6805] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       787.92944, best error:       787.92944 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 121.7878952026s, input_fired_time: 1.3548216820, output_fired_time: 0.9715060592, propagate_forward_time: 48.4808273315, propagate_backward_time: 67.5350112915, weight_update_time: 0.2110276520, other_time: 3.4457321167
epoch time: 10.5055284500s, input_fired_time: 0.1561288834, output_fired_time: 0.0000000000, propagate_forward_time: 9.7342844009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151151657
validation[          , genome  6805] predictions:    9705/  10000 (97.05%), best:    9778/10000 (97.78%), error:       985.62787, best error:       787.92944 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 121.2597274780s, input_fired_time: 1.3455255032, output_fired_time: 0.9439208508, propagate_forward_time: 48.3226013184, propagate_backward_time: 67.1779251099, weight_update_time: 0.2077965587, other_time: 3.4697494507
epoch time: 10.4153375626s, input_fired_time: 0.1552650481, output_fired_time: 0.0000000000, propagate_forward_time: 9.6382913589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217813492
validation[          , genome  6805] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       849.15485, best error:       787.92944 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.5676040649s, input_fired_time: 1.3956654072, output_fired_time: 0.9441338778, propagate_forward_time: 48.5331764221, propagate_backward_time: 67.1944274902, weight_update_time: 0.2057324648, other_time: 3.5001983643
epoch time: 10.3801031113s, input_fired_time: 0.1546392441, output_fired_time: 0.0000000000, propagate_forward_time: 9.6016817093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237821579
validation[          , genome  6805] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       875.28101, best error:       787.92944 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 121.5482864380s, input_fired_time: 1.3609082699, output_fired_time: 0.9478384256, propagate_forward_time: 48.4211730957, propagate_backward_time: 67.3318328857, weight_update_time: 0.2059318423, other_time: 3.4865341187
epoch time: 10.4936046600s, input_fired_time: 0.1552499980, output_fired_time: 0.0000000000, propagate_forward_time: 9.7173233032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210317612
validation[          , genome  6805] predictions:    9677/  10000 (96.77%), best:    9778/10000 (97.78%), error:      1112.45178, best error:       787.92944 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 121.1084747314s, input_fired_time: 1.3595082760, output_fired_time: 0.9456498623, propagate_forward_time: 48.1480445862, propagate_backward_time: 67.1911544800, weight_update_time: 0.2072689831, other_time: 3.4641189575
epoch time: 10.3935070038s, input_fired_time: 0.1558139622, output_fired_time: 0.0000000000, propagate_forward_time: 9.6312351227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064577103
validation[          , genome  6805] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       877.64874, best error:       787.92944 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 121.2025527954s, input_fired_time: 1.3555514812, output_fired_time: 0.9910469651, propagate_forward_time: 48.3114013672, propagate_backward_time: 67.1000289917, weight_update_time: 0.2168634236, other_time: 3.4445190430
epoch time: 10.4480257034s, input_fired_time: 0.1592086852, output_fired_time: 0.0000000000, propagate_forward_time: 9.6751432419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136741638
validation[          , genome  6805] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       868.26965, best error:       787.92944 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 121.2186355591s, input_fired_time: 1.3541446924, output_fired_time: 0.9497496486, propagate_forward_time: 48.0857467651, propagate_backward_time: 67.4108505249, weight_update_time: 0.2063542306, other_time: 3.4181442261
epoch time: 10.3805351257s, input_fired_time: 0.1546388716, output_fired_time: 0.0000000000, propagate_forward_time: 9.6147346497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111612320
validation[          , genome  6805] predictions:    9667/  10000 (96.67%), best:    9778/10000 (97.78%), error:      1099.99292, best error:       787.92944 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.3908767700s, input_fired_time: 1.3597304821, output_fired_time: 0.9459791183, propagate_forward_time: 48.2189445496, propagate_backward_time: 67.3281707764, weight_update_time: 0.2059154809, other_time: 3.5380554199
epoch time: 10.5077037811s, input_fired_time: 0.1541528404, output_fired_time: 0.0000000000, propagate_forward_time: 9.7215461731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320047379
validation[          , genome  6805] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       823.19202, best error:       787.92944 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 121.6273574829s, input_fired_time: 1.3843059540, output_fired_time: 0.9481499791, propagate_forward_time: 48.3156394958, propagate_backward_time: 67.5155715942, weight_update_time: 0.2060032934, other_time: 3.4636917114
epoch time: 10.4440469742s, input_fired_time: 0.1614725888, output_fired_time: 0.0000000000, propagate_forward_time: 9.6678161621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6147584915
validation[          , genome  6805] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       780.03711, best error:       780.03711 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.4619750977s, input_fired_time: 1.4284375906, output_fired_time: 0.9685884118, propagate_forward_time: 48.2638549805, propagate_backward_time: 67.3689727783, weight_update_time: 0.2110911608, other_time: 3.4321212769
epoch time: 10.4149017334s, input_fired_time: 0.1544484049, output_fired_time: 0.0000000000, propagate_forward_time: 9.6448421478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6156110764
validation[          , genome  6805] predictions:    9691/  10000 (96.91%), best:    9767/10000 (97.67%), error:       994.64984, best error:       780.03711 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.0499343872s, input_fired_time: 1.3688428402, output_fired_time: 0.9460678697, propagate_forward_time: 48.0039062500, propagate_backward_time: 67.3211364746, weight_update_time: 0.2046936750, other_time: 3.4099807739
epoch time: 10.4791727066s, input_fired_time: 0.1592068225, output_fired_time: 0.0000000000, propagate_forward_time: 9.7001056671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198606491
validation[          , genome  6805] predictions:    9714/  10000 (97.14%), best:    9767/10000 (97.67%), error:       927.54169, best error:       780.03711 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 121.2097015381s, input_fired_time: 1.3604362011, output_fired_time: 0.9459942579, propagate_forward_time: 48.2922897339, propagate_backward_time: 67.1849594116, weight_update_time: 0.2154350281, other_time: 3.4260253906
epoch time: 10.4526319504s, input_fired_time: 0.1556371450, output_fired_time: 0.0000000000, propagate_forward_time: 9.6699886322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270065308
validation[          , genome  6805] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       844.78595, best error:       780.03711 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 121.1878051758s, input_fired_time: 1.3609311581, output_fired_time: 0.9603621960, propagate_forward_time: 48.2559013367, propagate_backward_time: 67.2217636108, weight_update_time: 0.2055554539, other_time: 3.3888473511
epoch time: 10.5366020203s, input_fired_time: 0.1577269584, output_fired_time: 0.0000000000, propagate_forward_time: 9.7445602417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343145370
validation[          , genome  6805] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1136.66748, best error:       780.03711 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 121.4684524536s, input_fired_time: 1.3454056978, output_fired_time: 0.9683204889, propagate_forward_time: 48.3309326172, propagate_backward_time: 67.4141006470, weight_update_time: 0.2115274966, other_time: 3.4096908569
epoch time: 10.3672466278s, input_fired_time: 0.1567204297, output_fired_time: 0.0000000000, propagate_forward_time: 9.6011371613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093893051
validation[          , genome  6805] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       868.20557, best error:       780.03711 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.2529067993s, input_fired_time: 1.3795323372, output_fired_time: 0.9519931674, propagate_forward_time: 48.4148674011, propagate_backward_time: 67.1051635742, weight_update_time: 0.2066665888, other_time: 3.4013519287
epoch time: 10.5106515884s, input_fired_time: 0.1590725482, output_fired_time: 0.0000000000, propagate_forward_time: 9.7358131409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6157655716
validation[          , genome  6805] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:       991.43231, best error:       780.03711 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 121.1408462524s, input_fired_time: 1.3594205379, output_fired_time: 0.9534202218, propagate_forward_time: 48.2079811096, propagate_backward_time: 67.1976318359, weight_update_time: 0.2058184892, other_time: 3.4223937988
epoch time: 10.3563423157s, input_fired_time: 0.1538118124, output_fired_time: 0.0000000000, propagate_forward_time: 9.5847749710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177558899
validation[          , genome  6805] predictions:    9642/  10000 (96.42%), best:    9767/10000 (97.67%), error:      1249.92505, best error:       780.03711 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 121.3069763184s, input_fired_time: 1.4022990465, output_fired_time: 0.9934628606, propagate_forward_time: 48.2350196838, propagate_backward_time: 67.2513732910, weight_update_time: 0.2098912746, other_time: 3.4248199463
epoch time: 10.3272638321s, input_fired_time: 0.1539289206, output_fired_time: 0.0000000000, propagate_forward_time: 9.5573444366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159906387
validation[          , genome  6805] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       884.13672, best error:       780.03711 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 121.2793960571s, input_fired_time: 1.3619796038, output_fired_time: 0.9460865259, propagate_forward_time: 48.3613433838, propagate_backward_time: 67.1924285889, weight_update_time: 0.2077427655, other_time: 3.4175643921
epoch time: 10.5006513596s, input_fired_time: 0.1558694839, output_fired_time: 0.0000000000, propagate_forward_time: 9.7252569199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195249557
validation[          , genome  6805] predictions:    9677/  10000 (96.77%), best:    9767/10000 (97.67%), error:      1174.92358, best error:       780.03711 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.2393646240s, input_fired_time: 1.3720388412, output_fired_time: 0.9751902819, propagate_forward_time: 48.1767692566, propagate_backward_time: 67.2235946655, weight_update_time: 0.2066337466, other_time: 3.4917678833
epoch time: 10.4088764191s, input_fired_time: 0.1557413638, output_fired_time: 0.0000000000, propagate_forward_time: 9.6420984268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110363007
validation[          , genome  6805] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       882.33020, best error:       780.03711 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.3289108276s, input_fired_time: 1.4187484980, output_fired_time: 0.9490426779, propagate_forward_time: 48.4238967896, propagate_backward_time: 67.1231460571, weight_update_time: 0.2056465894, other_time: 3.4140777588
epoch time: 10.6013050079s, input_fired_time: 0.1545511931, output_fired_time: 0.0000000000, propagate_forward_time: 9.8323917389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143617630
validation[          , genome  6805] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       996.27942, best error:       780.03711 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 120.7684326172s, input_fired_time: 1.3381212950, output_fired_time: 0.9457035661, propagate_forward_time: 48.1871261597, propagate_backward_time: 66.8638839722, weight_update_time: 0.2087791413, other_time: 3.4336013794
epoch time: 10.3700628281s, input_fired_time: 0.1552690864, output_fired_time: 0.0000000000, propagate_forward_time: 9.6083631516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064310074
validation[          , genome  6805] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       838.92236, best error:       780.03711 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 121.2619400024s, input_fired_time: 1.3444906473, output_fired_time: 0.9451298118, propagate_forward_time: 48.3138923645, propagate_backward_time: 67.2502670288, weight_update_time: 0.2075873315, other_time: 3.4081649780
epoch time: 10.4572191238s, input_fired_time: 0.1547288895, output_fired_time: 0.0000000000, propagate_forward_time: 9.6712322235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312580109
validation[          , genome  6805] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       910.79315, best error:       780.03711 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.4957733154s, input_fired_time: 1.3507051468, output_fired_time: 0.9451404214, propagate_forward_time: 48.3383293152, propagate_backward_time: 67.4236831665, weight_update_time: 0.2068452686, other_time: 3.4379196167
epoch time: 10.4847497940s, input_fired_time: 0.1595536172, output_fired_time: 0.0000000000, propagate_forward_time: 9.7064590454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6187372208
validation[          , genome  6805] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:      1011.47339, best error:       780.03711 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 121.3584365845s, input_fired_time: 1.3609197140, output_fired_time: 0.9738675952, propagate_forward_time: 48.3180770874, propagate_backward_time: 67.2790679932, weight_update_time: 0.2063179165, other_time: 3.4265060425
epoch time: 10.3189582825s, input_fired_time: 0.1546852291, output_fired_time: 0.0000000000, propagate_forward_time: 9.5574131012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068601608
validation[          , genome  6805] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:       938.94446, best error:       780.03711 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.1384277344s, input_fired_time: 1.3588556051, output_fired_time: 0.9411322474, propagate_forward_time: 48.2674446106, propagate_backward_time: 67.1649551392, weight_update_time: 0.2076079845, other_time: 3.4060440063
epoch time: 10.4400100708s, input_fired_time: 0.1539900750, output_fired_time: 0.0000000000, propagate_forward_time: 9.6752529144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107673645
validation[          , genome  6805] predictions:    9691/  10000 (96.91%), best:    9767/10000 (97.67%), error:      1102.23413, best error:       780.03711 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.3065643311s, input_fired_time: 1.3531918526, output_fired_time: 0.9406841397, propagate_forward_time: 48.1800270081, propagate_backward_time: 67.3852844238, weight_update_time: 0.2086883336, other_time: 3.4473724365
epoch time: 10.3354988098s, input_fired_time: 0.1576159298, output_fired_time: 0.0000000000, propagate_forward_time: 9.5653562546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125268936
validation[          , genome  6805] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       887.74866, best error:       780.03711 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.1426696777s, input_fired_time: 1.3495833874, output_fired_time: 0.9446926713, propagate_forward_time: 48.1131095886, propagate_backward_time: 67.3378067017, weight_update_time: 0.2071175724, other_time: 3.3974685669
epoch time: 10.4486198425s, input_fired_time: 0.1553837955, output_fired_time: 0.0000000000, propagate_forward_time: 9.6824626923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107730865
validation[          , genome  6805] predictions:    9686/  10000 (96.86%), best:    9767/10000 (97.67%), error:      1125.51599, best error:       780.03711 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.0093994141s, input_fired_time: 1.3635038137, output_fired_time: 0.9512099028, propagate_forward_time: 48.1530647278, propagate_backward_time: 67.1026535034, weight_update_time: 0.2097018659, other_time: 3.4389724731
epoch time: 10.3628139496s, input_fired_time: 0.1564188749, output_fired_time: 0.0000000000, propagate_forward_time: 9.5922412872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141538620
validation[          , genome  6805] predictions:    9706/  10000 (97.06%), best:    9767/10000 (97.67%), error:      1031.12976, best error:       780.03711 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.3259277344s, input_fired_time: 1.3521443605, output_fired_time: 0.9557967186, propagate_forward_time: 48.5345954895, propagate_backward_time: 66.9851684570, weight_update_time: 0.2099154443, other_time: 3.4982299805
epoch time: 10.4862461090s, input_fired_time: 0.1795985252, output_fired_time: 0.0000000000, propagate_forward_time: 9.6498432159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568040848
validation[          , genome  6805] predictions:    9668/  10000 (96.68%), best:    9767/10000 (97.67%), error:      1141.65503, best error:       780.03711 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.5397033691s, input_fired_time: 1.3585207462, output_fired_time: 0.9452186227, propagate_forward_time: 48.4084815979, propagate_backward_time: 67.3760681152, weight_update_time: 0.2081410438, other_time: 3.4514160156
epoch time: 10.4644212723s, input_fired_time: 0.1542398781, output_fired_time: 0.0000000000, propagate_forward_time: 9.6894130707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207685471
validation[          , genome  6805] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       917.97522, best error:       780.03711 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 121.4731979370s, input_fired_time: 1.3603615761, output_fired_time: 1.0863077641, propagate_forward_time: 48.3428993225, propagate_backward_time: 67.2846984863, weight_update_time: 0.2075466216, other_time: 3.3989257812
epoch time: 10.4379167557s, input_fired_time: 0.1562101394, output_fired_time: 0.0000000000, propagate_forward_time: 9.6694355011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122713089
validation[          , genome  6805] predictions:    9684/  10000 (96.84%), best:    9767/10000 (97.67%), error:      1058.78235, best error:       780.03711 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.4523696899s, input_fired_time: 1.3440746069, output_fired_time: 0.9526345730, propagate_forward_time: 48.2013549805, propagate_backward_time: 67.5242233276, weight_update_time: 0.2102560699, other_time: 3.4300765991
epoch time: 10.3615999222s, input_fired_time: 0.1552833468, output_fired_time: 0.0000000000, propagate_forward_time: 9.5968046188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095123291
validation[          , genome  6805] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       917.08771, best error:       780.03711 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 121.1987533569s, input_fired_time: 1.4078986645, output_fired_time: 0.9505430460, propagate_forward_time: 48.0611114502, propagate_backward_time: 67.2752532959, weight_update_time: 0.2094728351, other_time: 3.5039443970
epoch time: 10.5756587982s, input_fired_time: 0.1609354317, output_fired_time: 0.0000000000, propagate_forward_time: 9.7877521515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269712448
validation[          , genome  6805] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:      1020.49200, best error:       780.03711 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.5519027710s, input_fired_time: 1.4122215509, output_fired_time: 0.9832700491, propagate_forward_time: 48.2588844299, propagate_backward_time: 67.4791870117, weight_update_time: 0.2111473233, other_time: 3.4183349609
epoch time: 10.4017591476s, input_fired_time: 0.1536899209, output_fired_time: 0.0000000000, propagate_forward_time: 9.6343889236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136798859
validation[          , genome  6805] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       940.96765, best error:       780.03711 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 121.6628494263s, input_fired_time: 1.3596377373, output_fired_time: 0.9730914235, propagate_forward_time: 48.3206558228, propagate_backward_time: 67.5804290771, weight_update_time: 0.2098602951, other_time: 3.4290390015
epoch time: 10.4363508224s, input_fired_time: 0.1567588598, output_fired_time: 0.0000000000, propagate_forward_time: 9.6649847031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6146068573
validation[          , genome  6805] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       995.96509, best error:       780.03711 on epoch:    74, 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: 52.1576042175s, input_fired_time: 0.7905977368, output_fired_time: 0.0000000000, propagate_forward_time: 48.2620544434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1049537659
best training[          , genome  6805] predictions:   49670/  50000 (99.34%), best:    9767/10000 (97.67%), error:      1259.15918, best error:       780.03711 on epoch:    74, 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: 10.8141613007s, input_fired_time: 0.1596216112, output_fired_time: 0.0000000000, propagate_forward_time: 9.7923965454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8621435165
   testing[          , genome  6805] predictions:    9790/  10000 (97.90%), best:    9767/10000 (97.67%), error:       696.21704, best error:       780.03711 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:39:34 (5560): called boinc_finish(0)

</stderr_txt>
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