Nameexact_genome_1542692703_185_6393_1
Workunit4100527
Created20 Nov 2018, 8:24:00 UTC
Sent20 Nov 2018, 8:43:39 UTC
Report deadline30 Jan 2019, 14:43:45 UTC
Received17 Dec 2018, 4:44:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID79157
Run time18 hours 3 min
CPU time17 hours 58 min 36 sec
Validate stateValid
Credit17,812.52
Device peak FLOPS4.43 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size518.82 MB
Peak swap size538.41 MB
Peak disk usage8.88 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
56, weight_decay: 0.0002438374

epoch time: 604.8298339844s, input_fired_time: 4.9816484451, output_fired_time: 3.4553465843, propagate_forward_time: 167.8040771484, propagate_backward_time: 422.5738220215, weight_update_time: 0.6731876731, other_time: 6.0149841309
epoch time: 35.0369071960s, input_fired_time: 0.5052543879, output_fired_time: 0.0000000000, propagate_forward_time: 33.5215034485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0101509094
validation[          , genome  6393] predictions:    5439/  10000 (54.39%), best:    5439/10000 (54.39%), error:     13999.89941, best error:     13999.89941 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 604.8812866211s, input_fired_time: 4.9869499207, output_fired_time: 3.4549386501, propagate_forward_time: 167.6447906494, propagate_backward_time: 422.7515869141, weight_update_time: 0.6735462546, other_time: 6.0430297852
epoch time: 35.0860900879s, input_fired_time: 0.5049365163, output_fired_time: 0.0000000000, propagate_forward_time: 33.5608253479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0203285217
validation[          , genome  6393] predictions:    5190/  10000 (51.90%), best:    5439/10000 (54.39%), error:     15251.52246, best error:     13999.89941 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 604.0836791992s, input_fired_time: 4.9867005348, output_fired_time: 3.4533097744, propagate_forward_time: 167.5321350098, propagate_backward_time: 421.9714660645, weight_update_time: 0.6718394756, other_time: 6.1400756836
epoch time: 34.9383888245s, input_fired_time: 0.5126454830, output_fired_time: 0.0000000000, propagate_forward_time: 33.4066314697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0191116333
validation[          , genome  6393] predictions:    5356/  10000 (53.56%), best:    5439/10000 (54.39%), error:     14093.99414, best error:     13999.89941 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 606.4046630859s, input_fired_time: 5.0065412521, output_fired_time: 3.4641654491, propagate_forward_time: 168.0956573486, propagate_backward_time: 423.8164978027, weight_update_time: 0.6746635437, other_time: 6.0218200684
epoch time: 35.1341934204s, input_fired_time: 0.5126740932, output_fired_time: 0.0000000000, propagate_forward_time: 33.6220092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9995117188
validation[          , genome  6393] predictions:    5290/  10000 (52.90%), best:    5439/10000 (54.39%), error:     14437.64941, best error:     13999.89941 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 606.1770019531s, input_fired_time: 5.0189166069, output_fired_time: 3.4686684608, propagate_forward_time: 168.1330871582, propagate_backward_time: 423.3735961914, weight_update_time: 0.6732414365, other_time: 6.1827087402
epoch time: 35.1115417480s, input_fired_time: 0.5063982606, output_fired_time: 0.0000000000, propagate_forward_time: 33.5687332153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0364112854
validation[          , genome  6393] predictions:    5204/  10000 (52.04%), best:    5439/10000 (54.39%), error:     15039.12109, best error:     13999.89941 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 605.0876464844s, input_fired_time: 5.0090980530, output_fired_time: 3.4623501301, propagate_forward_time: 167.6587066650, propagate_backward_time: 422.8182983398, weight_update_time: 0.6747719049, other_time: 6.1392211914
epoch time: 35.0391540527s, input_fired_time: 0.5108238459, output_fired_time: 0.0000000000, propagate_forward_time: 33.5191040039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0092277527
validation[          , genome  6393] predictions:    5191/  10000 (51.91%), best:    5439/10000 (54.39%), error:     14444.65137, best error:     13999.89941 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 604.8620605469s, input_fired_time: 5.0135478973, output_fired_time: 3.4555876255, propagate_forward_time: 167.6908416748, propagate_backward_time: 422.6408081055, weight_update_time: 0.6743525863, other_time: 6.0612792969
epoch time: 34.9756126404s, input_fired_time: 0.5151241422, output_fired_time: 0.0000000000, propagate_forward_time: 33.4452095032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0152778625
validation[          , genome  6393] predictions:    5299/  10000 (52.99%), best:    5439/10000 (54.39%), error:     14787.35742, best error:     13999.89941 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 604.5416259766s, input_fired_time: 5.0294289589, output_fired_time: 3.4514126778, propagate_forward_time: 167.7342987061, propagate_backward_time: 422.1837158203, weight_update_time: 0.6748663187, other_time: 6.1427612305
epoch time: 35.0419807434s, input_fired_time: 0.5146840215, output_fired_time: 0.0000000000, propagate_forward_time: 33.5069923401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0203056335
validation[          , genome  6393] predictions:    5386/  10000 (53.86%), best:    5386/10000 (53.86%), error:     13995.31250, best error:     13995.31250 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 604.1900024414s, input_fired_time: 5.0325546265, output_fired_time: 3.4503509998, propagate_forward_time: 167.6934509277, propagate_backward_time: 421.9701232910, weight_update_time: 0.6714838743, other_time: 6.0435180664
epoch time: 35.0045242310s, input_fired_time: 0.5176510811, output_fired_time: 0.0000000000, propagate_forward_time: 33.4809494019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0059242249
validation[          , genome  6393] predictions:    5563/  10000 (55.63%), best:    5563/10000 (55.63%), error:     13495.45313, best error:     13495.45313 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 603.6505737305s, input_fired_time: 5.0262904167, output_fired_time: 3.4557290077, propagate_forward_time: 167.3554992676, propagate_backward_time: 421.7576293945, weight_update_time: 0.6718139648, other_time: 6.0553894043
epoch time: 34.9598770142s, input_fired_time: 0.5132054687, output_fired_time: 0.0000000000, propagate_forward_time: 33.4363021851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0103683472
validation[          , genome  6393] predictions:    5211/  10000 (52.11%), best:    5563/10000 (55.63%), error:     14743.03516, best error:     13495.45313 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 604.8630981445s, input_fired_time: 5.0630998611, output_fired_time: 3.4548625946, propagate_forward_time: 167.6760711670, propagate_backward_time: 422.5011291504, weight_update_time: 0.6728724241, other_time: 6.1679382324
epoch time: 34.9566192627s, input_fired_time: 0.5148894191, output_fired_time: 0.0000000000, propagate_forward_time: 33.4328269958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0089035034
validation[          , genome  6393] predictions:    5404/  10000 (54.04%), best:    5563/10000 (55.63%), error:     13881.04883, best error:     13495.45313 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 603.8984985352s, input_fired_time: 5.0421390533, output_fired_time: 3.4490258694, propagate_forward_time: 167.3328094482, propagate_backward_time: 422.0170593262, weight_update_time: 0.6743093729, other_time: 6.0574645996
epoch time: 34.9803276062s, input_fired_time: 0.5236387849, output_fired_time: 0.0000000000, propagate_forward_time: 33.4406661987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0160217285
validation[          , genome  6393] predictions:    5472/  10000 (54.72%), best:    5563/10000 (55.63%), error:     13841.34863, best error:     13495.45313 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 604.4678955078s, input_fired_time: 5.0665636063, output_fired_time: 3.4593217373, propagate_forward_time: 167.5670471191, propagate_backward_time: 422.2627563477, weight_update_time: 0.6740821004, other_time: 6.1121520996
epoch time: 35.0019760132s, input_fired_time: 0.5239682198, output_fired_time: 0.0000000000, propagate_forward_time: 33.4576263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0203819275
validation[          , genome  6393] predictions:    5389/  10000 (53.89%), best:    5563/10000 (55.63%), error:     13874.01855, best error:     13495.45313 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 604.6079711914s, input_fired_time: 5.0734438896, output_fired_time: 3.4542970657, propagate_forward_time: 167.5317382813, propagate_backward_time: 422.5140991211, weight_update_time: 0.6721546054, other_time: 6.0344238281
epoch time: 34.9559898376s, input_fired_time: 0.5260809064, output_fired_time: 0.0000000000, propagate_forward_time: 33.4169998169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0129089355
validation[          , genome  6393] predictions:    5224/  10000 (52.24%), best:    5563/10000 (55.63%), error:     14937.12305, best error:     13495.45313 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 605.6210327148s, input_fired_time: 5.0861568451, output_fired_time: 3.4607105255, propagate_forward_time: 167.8748626709, propagate_backward_time: 423.1524047852, weight_update_time: 0.6726957560, other_time: 6.0468750000
epoch time: 35.0520248413s, input_fired_time: 0.5224177241, output_fired_time: 0.0000000000, propagate_forward_time: 33.5224456787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0071601868
validation[          , genome  6393] predictions:    5483/  10000 (54.83%), best:    5563/10000 (55.63%), error:     13838.83691, best error:     13495.45313 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 605.3256225586s, input_fired_time: 5.0900673866, output_fired_time: 3.4590148926, propagate_forward_time: 167.8247070313, propagate_backward_time: 422.8298645020, weight_update_time: 0.6747060418, other_time: 6.1219177246
epoch time: 35.0654716492s, input_fired_time: 0.5243814588, output_fired_time: 0.0000000000, propagate_forward_time: 33.5306205750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0104713440
validation[          , genome  6393] predictions:    5360/  10000 (53.60%), best:    5563/10000 (55.63%), error:     14428.13965, best error:     13495.45313 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 605.3682250977s, input_fired_time: 5.0990290642, output_fired_time: 3.4617955685, propagate_forward_time: 167.8094329834, propagate_backward_time: 422.9238586426, weight_update_time: 0.6729913354, other_time: 6.0741271973
epoch time: 35.0665512085s, input_fired_time: 0.5288609862, output_fired_time: 0.0000000000, propagate_forward_time: 33.5198669434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0178222656
validation[          , genome  6393] predictions:    5497/  10000 (54.97%), best:    5563/10000 (55.63%), error:     14282.90137, best error:     13495.45313 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 605.9654541016s, input_fired_time: 5.1219515800, output_fired_time: 3.4735529423, propagate_forward_time: 167.9704895020, propagate_backward_time: 423.1004028320, weight_update_time: 0.6733224988, other_time: 6.2990417480
epoch time: 35.1078872681s, input_fired_time: 0.5315390229, output_fired_time: 0.0000000000, propagate_forward_time: 33.5059127808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0704345703
validation[          , genome  6393] predictions:    5393/  10000 (53.93%), best:    5563/10000 (55.63%), error:     14025.66504, best error:     13495.45313 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 604.6793823242s, input_fired_time: 5.1074175835, output_fired_time: 3.4523611069, propagate_forward_time: 167.5053405762, propagate_backward_time: 422.2781066895, weight_update_time: 0.6717507839, other_time: 6.3361816406
epoch time: 35.0846405029s, input_fired_time: 0.5323863626, output_fired_time: 0.0000000000, propagate_forward_time: 33.4808807373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0713729858
validation[          , genome  6393] predictions:    5583/  10000 (55.83%), best:    5583/10000 (55.83%), error:     13381.04785, best error:     13381.04785 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 604.1926269531s, input_fired_time: 5.1064662933, output_fired_time: 3.4467825890, propagate_forward_time: 167.3121948242, propagate_backward_time: 421.9925537109, weight_update_time: 0.6707728505, other_time: 6.3346557617
epoch time: 35.1401596069s, input_fired_time: 0.5368632078, output_fired_time: 0.0000000000, propagate_forward_time: 33.5286445618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0746536255
validation[          , genome  6393] predictions:    5590/  10000 (55.90%), best:    5583/10000 (55.83%), error:     13516.48047, best error:     13381.04785 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 605.3472900391s, input_fired_time: 5.1253356934, output_fired_time: 3.4607856274, propagate_forward_time: 167.6941528320, propagate_backward_time: 422.7076721191, weight_update_time: 0.6715772152, other_time: 6.3592834473
epoch time: 35.2124328613s, input_fired_time: 0.5357443690, output_fired_time: 0.0000000000, propagate_forward_time: 33.6219940186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0546951294
validation[          , genome  6393] predictions:    5511/  10000 (55.11%), best:    5583/10000 (55.83%), error:     13816.37305, best error:     13381.04785 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 604.7360839844s, input_fired_time: 5.1251564026, output_fired_time: 3.4535503387, propagate_forward_time: 167.6280975342, propagate_backward_time: 422.4370727539, weight_update_time: 0.6714386344, other_time: 6.0921630859
epoch time: 34.9792366028s, input_fired_time: 0.5349164605, output_fired_time: 0.0000000000, propagate_forward_time: 33.4289588928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0153617859
validation[          , genome  6393] predictions:    5729/  10000 (57.29%), best:    5729/10000 (57.29%), error:     12820.42871, best error:     12820.42871 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 604.4285278320s, input_fired_time: 5.1300706863, output_fired_time: 3.4517414570, propagate_forward_time: 167.5486145020, propagate_backward_time: 422.2980346680, weight_update_time: 0.6723933220, other_time: 6.0000915527
epoch time: 35.0147743225s, input_fired_time: 0.5357611775, output_fired_time: 0.0000000000, propagate_forward_time: 33.4672546387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0117568970
validation[          , genome  6393] predictions:    5633/  10000 (56.33%), best:    5729/10000 (57.29%), error:     13022.09766, best error:     12820.42871 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 604.6488647461s, input_fired_time: 5.1494817734, output_fired_time: 3.4555201530, propagate_forward_time: 167.7080688477, propagate_backward_time: 422.2282409668, weight_update_time: 0.6722369194, other_time: 6.1075744629
epoch time: 35.0902824402s, input_fired_time: 0.5425203443, output_fired_time: 0.0000000000, propagate_forward_time: 33.5378456116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0099182129
validation[          , genome  6393] predictions:    5697/  10000 (56.97%), best:    5729/10000 (57.29%), error:     12958.55859, best error:     12820.42871 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 604.3526000977s, input_fired_time: 5.1449403763, output_fired_time: 3.4626595974, propagate_forward_time: 167.4813995361, propagate_backward_time: 422.2290344238, weight_update_time: 0.6717224121, other_time: 6.0345764160
epoch time: 35.0799446106s, input_fired_time: 0.5418081880, output_fired_time: 0.0000000000, propagate_forward_time: 33.5344161987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0037193298
validation[          , genome  6393] predictions:    5549/  10000 (55.49%), best:    5729/10000 (57.29%), error:     13493.72559, best error:     12820.42871 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 604.3152465820s, input_fired_time: 5.1581130028, output_fired_time: 3.4486367702, propagate_forward_time: 167.5361175537, propagate_backward_time: 422.1378784180, weight_update_time: 0.6729736924, other_time: 6.0344848633
epoch time: 35.0494575500s, input_fired_time: 0.5447026491, output_fired_time: 0.0000000000, propagate_forward_time: 33.4879264832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0168266296
validation[          , genome  6393] predictions:    5794/  10000 (57.94%), best:    5794/10000 (57.94%), error:     12715.20703, best error:     12715.20703 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 604.3619995117s, input_fired_time: 5.1545124054, output_fired_time: 3.4602589607, propagate_forward_time: 167.4345397949, propagate_backward_time: 422.1689453125, weight_update_time: 0.6725817323, other_time: 6.1437072754
epoch time: 34.9855880737s, input_fired_time: 0.5416873097, output_fired_time: 0.0000000000, propagate_forward_time: 33.4298515320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0140495300
validation[          , genome  6393] predictions:    5743/  10000 (57.43%), best:    5794/10000 (57.94%), error:     13024.99121, best error:     12715.20703 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 604.6643676758s, input_fired_time: 5.1611132622, output_fired_time: 3.4613022804, propagate_forward_time: 167.4363861084, propagate_backward_time: 422.1793518066, weight_update_time: 0.6724281907, other_time: 6.4261779785
epoch time: 35.0571060181s, input_fired_time: 0.5396538377, output_fired_time: 0.0000000000, propagate_forward_time: 33.4699172974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0475349426
validation[          , genome  6393] predictions:    5773/  10000 (57.73%), best:    5794/10000 (57.94%), error:     12859.67188, best error:     12715.20703 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 605.5245971680s, input_fired_time: 5.1822862625, output_fired_time: 3.4530727863, propagate_forward_time: 167.7980804443, propagate_backward_time: 422.5697326660, weight_update_time: 0.6714814901, other_time: 6.5213928223
epoch time: 35.0816192627s, input_fired_time: 0.5453357697, output_fired_time: 0.0000000000, propagate_forward_time: 33.5096588135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0266265869
validation[          , genome  6393] predictions:    5633/  10000 (56.33%), best:    5794/10000 (57.94%), error:     13850.63184, best error:     12715.20703 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 604.9933471680s, input_fired_time: 5.1781859398, output_fired_time: 3.4570589066, propagate_forward_time: 167.7962646484, propagate_backward_time: 422.3283996582, weight_update_time: 0.6738706231, other_time: 6.2334899902
epoch time: 35.1250114441s, input_fired_time: 0.5465348363, output_fired_time: 0.0000000000, propagate_forward_time: 33.5713882446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0070877075
validation[          , genome  6393] predictions:    5735/  10000 (57.35%), best:    5794/10000 (57.94%), error:     12753.41016, best error:     12715.20703 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 605.1616210938s, input_fired_time: 5.1789107323, output_fired_time: 3.4628329277, propagate_forward_time: 167.6809539795, propagate_backward_time: 422.6618347168, weight_update_time: 0.6722324491, other_time: 6.1770935059
epoch time: 35.0437812805s, input_fired_time: 0.5473331213, output_fired_time: 0.0000000000, propagate_forward_time: 33.4833183289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0131301880
validation[          , genome  6393] predictions:    5826/  10000 (58.26%), best:    5794/10000 (57.94%), error:     12739.78809, best error:     12715.20703 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 604.5948486328s, input_fired_time: 5.1844506264, output_fired_time: 3.4527881145, propagate_forward_time: 167.6043395996, propagate_backward_time: 422.1434020996, weight_update_time: 0.6705182791, other_time: 6.2098999023
epoch time: 35.0003547668s, input_fired_time: 0.5484161973, output_fired_time: 0.0000000000, propagate_forward_time: 33.4224052429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0295333862
validation[          , genome  6393] predictions:    5722/  10000 (57.22%), best:    5794/10000 (57.94%), error:     13134.50488, best error:     12715.20703 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 605.6224365234s, input_fired_time: 5.2042536736, output_fired_time: 3.4604270458, propagate_forward_time: 167.8646545410, propagate_backward_time: 422.9260864258, weight_update_time: 0.6721440554, other_time: 6.1670227051
epoch time: 35.0084457397s, input_fired_time: 0.5506078005, output_fired_time: 0.0000000000, propagate_forward_time: 33.4417419434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0160942078
validation[          , genome  6393] predictions:    5851/  10000 (58.51%), best:    5851/10000 (58.51%), error:     12552.86816, best error:     12552.86816 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 604.5349121094s, input_fired_time: 5.2003197670, output_fired_time: 3.4570894241, propagate_forward_time: 167.6200714111, propagate_backward_time: 422.1746826172, weight_update_time: 0.6715866923, other_time: 6.0827636719
epoch time: 35.0477485657s, input_fired_time: 0.5488043427, output_fired_time: 0.0000000000, propagate_forward_time: 33.4881629944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0107803345
validation[          , genome  6393] predictions:    5874/  10000 (58.74%), best:    5851/10000 (58.51%), error:     12598.20117, best error:     12552.86816 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 604.2400512695s, input_fired_time: 5.1943306923, output_fired_time: 3.4492056370, propagate_forward_time: 167.3017578125, propagate_backward_time: 422.1289367676, weight_update_time: 0.6712058783, other_time: 6.1658020020
epoch time: 35.0471878052s, input_fired_time: 0.5489178300, output_fired_time: 0.0000000000, propagate_forward_time: 33.4433555603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0549125671
validation[          , genome  6393] predictions:    5782/  10000 (57.82%), best:    5851/10000 (58.51%), error:     12741.24707, best error:     12552.86816 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 604.0865478516s, input_fired_time: 5.2005834579, output_fired_time: 3.4545652866, propagate_forward_time: 167.3090972900, propagate_backward_time: 421.8426818848, weight_update_time: 0.6719724536, other_time: 6.2796325684
epoch time: 34.9997863770s, input_fired_time: 0.5476610661, output_fired_time: 0.0000000000, propagate_forward_time: 33.4402160645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0119094849
validation[          , genome  6393] predictions:    5600/  10000 (56.00%), best:    5851/10000 (58.51%), error:     13871.67480, best error:     12552.86816 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 604.3956298828s, input_fired_time: 5.2034430504, output_fired_time: 3.4616365433, propagate_forward_time: 167.4878845215, propagate_backward_time: 422.1853332520, weight_update_time: 0.6713327765, other_time: 6.0573730469
epoch time: 34.9777793884s, input_fired_time: 0.5514105558, output_fired_time: 0.0000000000, propagate_forward_time: 33.4080734253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0182952881
validation[          , genome  6393] predictions:    5799/  10000 (57.99%), best:    5851/10000 (58.51%), error:     13007.32227, best error:     12552.86816 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 603.8024291992s, input_fired_time: 5.2129878998, output_fired_time: 3.4605479240, propagate_forward_time: 167.4821166992, propagate_backward_time: 421.6636962891, weight_update_time: 0.6726672053, other_time: 5.9830322266
epoch time: 34.9924659729s, input_fired_time: 0.5543672442, output_fired_time: 0.0000000000, propagate_forward_time: 33.4112396240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0268592834
validation[          , genome  6393] predictions:    5876/  10000 (58.76%), best:    5876/10000 (58.76%), error:     12531.45215, best error:     12531.45215 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 605.2285156250s, input_fired_time: 5.2221741676, output_fired_time: 3.4573554993, propagate_forward_time: 167.7991485596, propagate_backward_time: 422.6645202637, weight_update_time: 0.6704953313, other_time: 6.0853576660
epoch time: 35.0126457214s, input_fired_time: 0.5547897816, output_fired_time: 0.0000000000, propagate_forward_time: 33.4416122437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0162429810
validation[          , genome  6393] predictions:    5777/  10000 (57.77%), best:    5876/10000 (58.76%), error:     12915.00391, best error:     12531.45215 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 603.5112304688s, input_fired_time: 5.2107539177, output_fired_time: 3.4486575127, propagate_forward_time: 167.2769470215, propagate_backward_time: 421.5626220703, weight_update_time: 0.6718977690, other_time: 6.0122375488
epoch time: 35.0149078369s, input_fired_time: 0.5498626232, output_fired_time: 0.0000000000, propagate_forward_time: 33.4515724182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0134735107
validation[          , genome  6393] predictions:    5859/  10000 (58.59%), best:    5876/10000 (58.76%), error:     12856.09180, best error:     12531.45215 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 604.3923339844s, input_fired_time: 5.2152462006, output_fired_time: 3.4503622055, propagate_forward_time: 167.5829925537, propagate_backward_time: 422.1031188965, weight_update_time: 0.6745162606, other_time: 6.0405578613
epoch time: 35.0377616882s, input_fired_time: 0.5580909252, output_fired_time: 0.0000000000, propagate_forward_time: 33.4627990723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0168724060
validation[          , genome  6393] predictions:    5868/  10000 (58.68%), best:    5876/10000 (58.76%), error:     12625.54492, best error:     12531.45215 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 604.5679321289s, input_fired_time: 5.2329869270, output_fired_time: 3.4565064907, propagate_forward_time: 167.5153503418, propagate_backward_time: 422.3480834961, weight_update_time: 0.6717311144, other_time: 6.0150451660
epoch time: 35.0500106812s, input_fired_time: 0.5545439124, output_fired_time: 0.0000000000, propagate_forward_time: 33.4803123474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0151557922
validation[          , genome  6393] predictions:    5992/  10000 (59.92%), best:    5992/10000 (59.92%), error:     12232.28711, best error:     12232.28711 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 604.3381958008s, input_fired_time: 5.2294354439, output_fired_time: 3.4525632858, propagate_forward_time: 167.5860900879, propagate_backward_time: 422.0347900391, weight_update_time: 0.6774675846, other_time: 6.0353088379
epoch time: 34.9861984253s, input_fired_time: 0.5537239313, output_fired_time: 0.0000000000, propagate_forward_time: 33.4218254089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0106506348
validation[          , genome  6393] predictions:    5824/  10000 (58.24%), best:    5992/10000 (59.92%), error:     12861.82422, best error:     12232.28711 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 604.8262329102s, input_fired_time: 5.2418675423, output_fired_time: 3.4600219727, propagate_forward_time: 167.6338195801, propagate_backward_time: 422.2716674805, weight_update_time: 0.6721137166, other_time: 6.2188415527
epoch time: 35.0630493164s, input_fired_time: 0.5570258498, output_fired_time: 0.0000000000, propagate_forward_time: 33.4348487854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0711746216
validation[          , genome  6393] predictions:    5890/  10000 (58.90%), best:    5992/10000 (59.92%), error:     12355.72656, best error:     12232.28711 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 605.0030517578s, input_fired_time: 5.2413706779, output_fired_time: 3.4583361149, propagate_forward_time: 167.5131225586, propagate_backward_time: 422.4058532715, weight_update_time: 0.6725875139, other_time: 6.3843688965
epoch time: 35.0671577454s, input_fired_time: 0.5577605963, output_fired_time: 0.0000000000, propagate_forward_time: 33.4379730225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0714225769
validation[          , genome  6393] predictions:    5829/  10000 (58.29%), best:    5992/10000 (59.92%), error:     12554.75098, best error:     12232.28711 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 604.9439086914s, input_fired_time: 5.2716503143, output_fired_time: 3.4606208801, propagate_forward_time: 167.6371002197, propagate_backward_time: 422.3027038574, weight_update_time: 0.6738630533, other_time: 6.2718200684
epoch time: 35.1464080811s, input_fired_time: 0.5604810119, output_fired_time: 0.0000000000, propagate_forward_time: 33.5181655884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0677604675
validation[          , genome  6393] predictions:    5993/  10000 (59.93%), best:    5993/10000 (59.93%), error:     12144.00488, best error:     12144.00488 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 604.0939331055s, input_fired_time: 5.2507390976, output_fired_time: 3.4533970356, propagate_forward_time: 167.4920196533, propagate_backward_time: 421.6032714844, weight_update_time: 0.6720775366, other_time: 6.2945556641
epoch time: 35.1098365784s, input_fired_time: 0.5586509705, output_fired_time: 0.0000000000, propagate_forward_time: 33.4729843140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0782012939
validation[          , genome  6393] predictions:    5936/  10000 (59.36%), best:    5993/10000 (59.93%), error:     12212.89063, best error:     12144.00488 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 604.4703369141s, input_fired_time: 5.2508883476, output_fired_time: 3.4633467197, propagate_forward_time: 167.4421997070, propagate_backward_time: 422.2293395996, weight_update_time: 0.6735430360, other_time: 6.0845642090
epoch time: 35.0801887512s, input_fired_time: 0.5626055002, output_fired_time: 0.0000000000, propagate_forward_time: 33.5092544556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0083274841
validation[          , genome  6393] predictions:    5833/  10000 (58.33%), best:    5993/10000 (59.93%), error:     12813.49316, best error:     12144.00488 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 604.6200561523s, input_fired_time: 5.2557711601, output_fired_time: 3.4568331242, propagate_forward_time: 167.5426788330, propagate_backward_time: 422.2717590332, weight_update_time: 0.6727188230, other_time: 6.0929870605
epoch time: 35.0851974487s, input_fired_time: 0.5614846945, output_fired_time: 0.0000000000, propagate_forward_time: 33.4534378052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0702743530
validation[          , genome  6393] predictions:    6025/  10000 (60.25%), best:    5993/10000 (59.93%), error:     12184.04492, best error:     12144.00488 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 606.2265625000s, input_fired_time: 5.2693748474, output_fired_time: 3.4589400291, propagate_forward_time: 168.0438690186, propagate_backward_time: 423.1517944336, weight_update_time: 0.6737022400, other_time: 6.3026123047
epoch time: 35.1338195801s, input_fired_time: 0.5621049404, output_fired_time: 0.0000000000, propagate_forward_time: 33.5143394470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0573768616
validation[          , genome  6393] predictions:    5898/  10000 (58.98%), best:    5993/10000 (59.93%), error:     12326.87305, best error:     12144.00488 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 604.6129760742s, input_fired_time: 5.2609820366, output_fired_time: 3.4584729671, propagate_forward_time: 167.3410949707, propagate_backward_time: 422.2131347656, weight_update_time: 0.6735515594, other_time: 6.3392639160
epoch time: 35.1040687561s, input_fired_time: 0.5636941791, output_fired_time: 0.0000000000, propagate_forward_time: 33.4734725952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0669021606
validation[          , genome  6393] predictions:    5873/  10000 (58.73%), best:    5993/10000 (59.93%), error:     12395.77539, best error:     12144.00488 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 604.0736083984s, input_fired_time: 5.2543716431, output_fired_time: 3.4536225796, propagate_forward_time: 167.4222564697, propagate_backward_time: 421.7597351074, weight_update_time: 0.6745293140, other_time: 6.1836242676
epoch time: 35.0081558228s, input_fired_time: 0.5620537400, output_fired_time: 0.0000000000, propagate_forward_time: 33.4341011047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0120010376
validation[          , genome  6393] predictions:    6002/  10000 (60.02%), best:    6002/10000 (60.02%), error:     12046.43066, best error:     12046.43066 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 604.9525146484s, input_fired_time: 5.2608633041, output_fired_time: 3.4547410011, propagate_forward_time: 167.6213073730, propagate_backward_time: 422.5086364746, weight_update_time: 0.6738665104, other_time: 6.1069946289
epoch time: 35.0969505310s, input_fired_time: 0.5647220612, output_fired_time: 0.0000000000, propagate_forward_time: 33.5151557922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0170707703
validation[          , genome  6393] predictions:    6077/  10000 (60.77%), best:    6077/10000 (60.77%), error:     11853.06250, best error:     11853.06250 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 604.9782104492s, input_fired_time: 5.2685790062, output_fired_time: 3.4670960903, propagate_forward_time: 167.7138214111, propagate_backward_time: 422.5272216797, weight_update_time: 0.6727924347, other_time: 6.0015258789
epoch time: 35.0382995605s, input_fired_time: 0.5644127727, output_fired_time: 0.0000000000, propagate_forward_time: 33.4567222595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0171661377
validation[          , genome  6393] predictions:    6032/  10000 (60.32%), best:    6077/10000 (60.77%), error:     12049.48145, best error:     11853.06250 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 604.4511108398s, input_fired_time: 5.2660841942, output_fired_time: 3.4556450844, propagate_forward_time: 167.4512329102, propagate_backward_time: 422.1550903320, weight_update_time: 0.6716974974, other_time: 6.1230468750
epoch time: 35.1364097595s, input_fired_time: 0.5655131936, output_fired_time: 0.0000000000, propagate_forward_time: 33.5649681091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0059280396
validation[          , genome  6393] predictions:    6052/  10000 (60.52%), best:    6077/10000 (60.77%), error:     12094.47852, best error:     11853.06250 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 605.0035400391s, input_fired_time: 5.2844638824, output_fired_time: 3.4697823524, propagate_forward_time: 167.8059234619, propagate_backward_time: 422.3197937012, weight_update_time: 0.6734306216, other_time: 6.1235656738
epoch time: 35.0600395203s, input_fired_time: 0.5641779900, output_fired_time: 0.0000000000, propagate_forward_time: 33.4816398621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0142211914
validation[          , genome  6393] predictions:    6008/  10000 (60.08%), best:    6077/10000 (60.77%), error:     12032.54785, best error:     11853.06250 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 604.5572509766s, input_fired_time: 5.2731518745, output_fired_time: 3.4618926048, propagate_forward_time: 167.5534667969, propagate_backward_time: 422.2058410645, weight_update_time: 0.6714728475, other_time: 6.0628967285
epoch time: 35.0205383301s, input_fired_time: 0.5650184751, output_fired_time: 0.0000000000, propagate_forward_time: 33.4456443787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0098762512
validation[          , genome  6393] predictions:    6071/  10000 (60.71%), best:    6077/10000 (60.77%), error:     11890.91699, best error:     11853.06250 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 603.7432861328s, input_fired_time: 5.2699942589, output_fired_time: 3.4572110176, propagate_forward_time: 167.3583068848, propagate_backward_time: 421.6443176270, weight_update_time: 0.6696093082, other_time: 6.0134277344
epoch time: 35.1282196045s, input_fired_time: 0.5674783587, output_fired_time: 0.0000000000, propagate_forward_time: 33.5444183350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0163230896
validation[          , genome  6393] predictions:    6073/  10000 (60.73%), best:    6077/10000 (60.77%), error:     11949.54395, best error:     11853.06250 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 604.6315917969s, input_fired_time: 5.2860989571, output_fired_time: 3.4560298920, propagate_forward_time: 167.6009063721, propagate_backward_time: 422.1593627930, weight_update_time: 0.6735777855, other_time: 6.1292114258
epoch time: 35.0385093689s, input_fired_time: 0.5654695630, output_fired_time: 0.0000000000, propagate_forward_time: 33.4594688416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0135726929
validation[          , genome  6393] predictions:    5979/  10000 (59.79%), best:    6077/10000 (60.77%), error:     12239.10938, best error:     11853.06250 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 604.7739257813s, input_fired_time: 5.2775387764, output_fired_time: 3.4567685127, propagate_forward_time: 167.5475616455, propagate_backward_time: 422.3989562988, weight_update_time: 0.6718835235, other_time: 6.0931091309
epoch time: 35.0709762573s, input_fired_time: 0.5680439472, output_fired_time: 0.0000000000, propagate_forward_time: 33.4843521118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0185813904
validation[          , genome  6393] predictions:    6048/  10000 (60.48%), best:    6077/10000 (60.77%), error:     12081.79004, best error:     11853.06250 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 604.6775512695s, input_fired_time: 5.2838759422, output_fired_time: 3.4578807354, propagate_forward_time: 167.6472167969, propagate_backward_time: 422.2440490723, weight_update_time: 0.6715307236, other_time: 6.0445251465
epoch time: 35.0902976990s, input_fired_time: 0.5689815879, output_fired_time: 0.0000000000, propagate_forward_time: 33.4962234497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0250930786
validation[          , genome  6393] predictions:    6022/  10000 (60.22%), best:    6077/10000 (60.77%), error:     11950.97852, best error:     11853.06250 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 605.6275634766s, input_fired_time: 5.2947955132, output_fired_time: 3.4567887783, propagate_forward_time: 167.9071807861, propagate_backward_time: 422.9101257324, weight_update_time: 0.6721494198, other_time: 6.0586853027
epoch time: 35.0573158264s, input_fired_time: 0.5666245222, output_fired_time: 0.0000000000, propagate_forward_time: 33.4712753296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0194168091
validation[          , genome  6393] predictions:    5956/  10000 (59.56%), best:    6077/10000 (60.77%), error:     12352.94043, best error:     11853.06250 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 607.8062744141s, input_fired_time: 5.3195033073, output_fired_time: 3.4753987789, propagate_forward_time: 168.3509826660, propagate_backward_time: 424.5698242188, weight_update_time: 0.6767200828, other_time: 6.0905456543
epoch time: 35.1112747192s, input_fired_time: 0.5681584477, output_fired_time: 0.0000000000, propagate_forward_time: 33.5210800171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0220375061
validation[          , genome  6393] predictions:    5991/  10000 (59.91%), best:    6077/10000 (60.77%), error:     12070.55859, best error:     11853.06250 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 605.1169433594s, input_fired_time: 5.2958579063, output_fired_time: 3.4575958252, propagate_forward_time: 167.6271667480, propagate_backward_time: 422.6650695801, weight_update_time: 0.6716766357, other_time: 6.0712890625
epoch time: 35.1188621521s, input_fired_time: 0.5684590340, output_fired_time: 0.0000000000, propagate_forward_time: 33.5321998596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0182037354
validation[          , genome  6393] predictions:    6071/  10000 (60.71%), best:    6077/10000 (60.77%), error:     12048.46387, best error:     11853.06250 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 605.0372314453s, input_fired_time: 5.3007493019, output_fired_time: 3.4597218037, propagate_forward_time: 167.7842712402, propagate_backward_time: 422.4112854004, weight_update_time: 0.6745220423, other_time: 6.0812377930
epoch time: 35.2413940430s, input_fired_time: 0.5711974502, output_fired_time: 0.0000000000, propagate_forward_time: 33.6542663574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0159301758
validation[          , genome  6393] predictions:    6059/  10000 (60.59%), best:    6077/10000 (60.77%), error:     11999.52051, best error:     11853.06250 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 605.7673950195s, input_fired_time: 5.3100481033, output_fired_time: 3.4636416435, propagate_forward_time: 167.8593292236, propagate_backward_time: 422.9586791992, weight_update_time: 0.6727530360, other_time: 6.1757202148
epoch time: 35.1736450195s, input_fired_time: 0.5682508945, output_fired_time: 0.0000000000, propagate_forward_time: 33.4748306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1305618286
validation[          , genome  6393] predictions:    5943/  10000 (59.43%), best:    6077/10000 (60.77%), error:     12176.64648, best error:     11853.06250 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 605.9925537109s, input_fired_time: 5.3053312302, output_fired_time: 3.4554419518, propagate_forward_time: 167.8593139648, propagate_backward_time: 423.1794433594, weight_update_time: 0.6739560366, other_time: 6.1929931641
epoch time: 35.1442642212s, input_fired_time: 0.5765947700, output_fired_time: 0.0000000000, propagate_forward_time: 33.5514335632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0162353516
validation[          , genome  6393] predictions:    6107/  10000 (61.07%), best:    6107/10000 (61.07%), error:     11840.47559, best error:     11840.47559 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 605.4143066406s, input_fired_time: 5.3116469383, output_fired_time: 3.4616880417, propagate_forward_time: 167.8272094727, propagate_backward_time: 422.7267150879, weight_update_time: 0.6776168346, other_time: 6.0870666504
epoch time: 35.1089706421s, input_fired_time: 0.5721552968, output_fired_time: 0.0000000000, propagate_forward_time: 33.5242767334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0125389099
validation[          , genome  6393] predictions:    6053/  10000 (60.53%), best:    6107/10000 (61.07%), error:     12125.35156, best error:     11840.47559 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 605.0036010742s, input_fired_time: 5.3189296722, output_fired_time: 3.4543440342, propagate_forward_time: 167.7321014404, propagate_backward_time: 422.4325866699, weight_update_time: 0.6710382104, other_time: 6.0656433105
epoch time: 35.1107902527s, input_fired_time: 0.5730803013, output_fired_time: 0.0000000000, propagate_forward_time: 33.5146675110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0230407715
validation[          , genome  6393] predictions:    6044/  10000 (60.44%), best:    6107/10000 (61.07%), error:     11919.03516, best error:     11840.47559 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 605.5933227539s, input_fired_time: 5.3182454109, output_fired_time: 3.4590079784, propagate_forward_time: 167.8058471680, propagate_backward_time: 422.9570617676, weight_update_time: 0.6734255552, other_time: 6.0531921387
epoch time: 35.0683631897s, input_fired_time: 0.5721449852, output_fired_time: 0.0000000000, propagate_forward_time: 33.4787750244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0174446106
validation[          , genome  6393] predictions:    6115/  10000 (61.15%), best:    6115/10000 (61.15%), error:     11839.70605, best error:     11839.70605 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 605.5913696289s, input_fired_time: 5.3211102486, output_fired_time: 3.4598026276, propagate_forward_time: 167.8513488770, propagate_backward_time: 422.8634643555, weight_update_time: 0.6742816567, other_time: 6.0956726074
epoch time: 35.1113624573s, input_fired_time: 0.5740816593, output_fired_time: 0.0000000000, propagate_forward_time: 33.5177192688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0195617676
validation[          , genome  6393] predictions:    6146/  10000 (61.46%), best:    6115/10000 (61.15%), error:     11879.69922, best error:     11839.70605 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 603.9269409180s, input_fired_time: 5.3003268242, output_fired_time: 3.4622590542, propagate_forward_time: 167.4565124512, propagate_backward_time: 421.7201232910, weight_update_time: 0.6733635664, other_time: 5.9876708984
epoch time: 35.1332626343s, input_fired_time: 0.5731661916, output_fired_time: 0.0000000000, propagate_forward_time: 33.5516853333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0084114075
validation[          , genome  6393] predictions:    6075/  10000 (60.75%), best:    6115/10000 (61.15%), error:     11897.34863, best error:     11839.70605 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 606.7730712891s, input_fired_time: 5.3267478943, output_fired_time: 3.4649708271, propagate_forward_time: 168.1176605225, propagate_backward_time: 423.8101806641, weight_update_time: 0.6750879884, other_time: 6.0535278320
epoch time: 35.1033020020s, input_fired_time: 0.5724792480, output_fired_time: 0.0000000000, propagate_forward_time: 33.5254287720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0053939819
validation[          , genome  6393] predictions:    6110/  10000 (61.10%), best:    6110/10000 (61.10%), error:     11812.86328, best error:     11812.86328 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 604.4105224609s, input_fired_time: 5.3098897934, output_fired_time: 3.4555742741, propagate_forward_time: 167.4923706055, propagate_backward_time: 422.1092529297, weight_update_time: 0.6718763709, other_time: 6.0434570313
epoch time: 35.1163978577s, input_fired_time: 0.5753667355, output_fired_time: 0.0000000000, propagate_forward_time: 33.5328750610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0081558228
validation[          , genome  6393] predictions:    6007/  10000 (60.07%), best:    6110/10000 (61.10%), error:     12032.53516, best error:     11812.86328 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 605.6362304688s, input_fired_time: 5.3282785416, output_fired_time: 3.4592978954, propagate_forward_time: 167.8137664795, propagate_backward_time: 422.7566528320, weight_update_time: 0.6718420386, other_time: 6.2781982422
epoch time: 35.1955261230s, input_fired_time: 0.5746775866, output_fired_time: 0.0000000000, propagate_forward_time: 33.5460472107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0748023987
validation[          , genome  6393] predictions:    6099/  10000 (60.99%), best:    6099/10000 (60.99%), error:     11755.67969, best error:     11755.67969 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 605.6383666992s, input_fired_time: 5.3238601685, output_fired_time: 3.4595150948, propagate_forward_time: 167.7433624268, propagate_backward_time: 422.6832885742, weight_update_time: 0.6753858924, other_time: 6.4283447266
epoch time: 35.1330451965s, input_fired_time: 0.5751035810, output_fired_time: 0.0000000000, propagate_forward_time: 33.4936981201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0642433167
validation[          , genome  6393] predictions:    6058/  10000 (60.58%), best:    6099/10000 (60.99%), error:     11929.16699, best error:     11755.67969 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 604.9978637695s, input_fired_time: 5.3206558228, output_fired_time: 3.4530489445, propagate_forward_time: 167.6407318115, propagate_backward_time: 422.2802734375, weight_update_time: 0.6734597683, other_time: 6.3031005859
epoch time: 35.1707115173s, input_fired_time: 0.5749527216, output_fired_time: 0.0000000000, propagate_forward_time: 33.5258064270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0699539185
validation[          , genome  6393] predictions:    6124/  10000 (61.24%), best:    6099/10000 (60.99%), error:     11779.15723, best error:     11755.67969 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 605.6853637695s, input_fired_time: 5.3284983635, output_fired_time: 3.4579813480, propagate_forward_time: 167.7537078857, propagate_backward_time: 422.7561035156, weight_update_time: 0.6746377945, other_time: 6.3890380859
epoch time: 35.0977325439s, input_fired_time: 0.5761055350, output_fired_time: 0.0000000000, propagate_forward_time: 33.5077171326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0139083862
validation[          , genome  6393] predictions:    6050/  10000 (60.50%), best:    6099/10000 (60.99%), error:     11912.94238, best error:     11755.67969 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 604.2638549805s, input_fired_time: 5.3127422333, output_fired_time: 3.4510149956, propagate_forward_time: 167.4725494385, propagate_backward_time: 421.9499206543, weight_update_time: 0.6733087897, other_time: 6.0776672363
epoch time: 35.0818748474s, input_fired_time: 0.5751949549, output_fired_time: 0.0000000000, propagate_forward_time: 33.4890289307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0176506042
validation[          , genome  6393] predictions:    6119/  10000 (61.19%), best:    6099/10000 (60.99%), error:     11804.81055, best error:     11755.67969 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 604.8206176758s, input_fired_time: 5.3273553848, output_fired_time: 3.4547905922, propagate_forward_time: 167.5891265869, propagate_backward_time: 422.3689575195, weight_update_time: 0.6736685634, other_time: 6.0804443359
epoch time: 35.0175361633s, input_fired_time: 0.5738192201, output_fired_time: 0.0000000000, propagate_forward_time: 33.4209098816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0228080750
validation[          , genome  6393] predictions:    6110/  10000 (61.10%), best:    6099/10000 (60.99%), error:     11852.69531, best error:     11755.67969 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 604.9702758789s, input_fired_time: 5.3405170441, output_fired_time: 3.4542331696, propagate_forward_time: 167.8892822266, propagate_backward_time: 422.2275085449, weight_update_time: 0.6734179854, other_time: 6.0587463379
epoch time: 35.0607795715s, input_fired_time: 0.5762944221, output_fired_time: 0.0000000000, propagate_forward_time: 33.4719505310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0125350952
validation[          , genome  6393] predictions:    6132/  10000 (61.32%), best:    6099/10000 (60.99%), error:     11775.89453, best error:     11755.67969 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 604.8143920898s, input_fired_time: 5.3311929703, output_fired_time: 3.4531400204, propagate_forward_time: 167.6095123291, propagate_backward_time: 422.3753051758, weight_update_time: 0.6733068228, other_time: 6.0452880859
epoch time: 35.1453552246s, input_fired_time: 0.5772626996, output_fired_time: 0.0000000000, propagate_forward_time: 33.5552749634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0128173828
validation[          , genome  6393] predictions:    6145/  10000 (61.45%), best:    6099/10000 (60.99%), error:     11763.20898, best error:     11755.67969 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 605.7290039063s, input_fired_time: 5.3393101692, output_fired_time: 3.4662897587, propagate_forward_time: 167.8117370605, propagate_backward_time: 423.0789184570, weight_update_time: 0.6718888879, other_time: 6.0327453613
epoch time: 35.1364784241s, input_fired_time: 0.5776360631, output_fired_time: 0.0000000000, propagate_forward_time: 33.5484428406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0103988647
validation[          , genome  6393] predictions:    6132/  10000 (61.32%), best:    6099/10000 (60.99%), error:     11794.56738, best error:     11755.67969 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 605.4600830078s, input_fired_time: 5.3508973122, output_fired_time: 3.4573721886, propagate_forward_time: 167.8657531738, propagate_backward_time: 422.8175354004, weight_update_time: 0.6729106307, other_time: 5.9685058594
epoch time: 35.1419601440s, input_fired_time: 0.5781121850, output_fired_time: 0.0000000000, propagate_forward_time: 33.5573844910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0064620972
validation[          , genome  6393] predictions:    6137/  10000 (61.37%), best:    6099/10000 (60.99%), error:     11898.08691, best error:     11755.67969 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 604.2907104492s, input_fired_time: 5.3205847740, output_fired_time: 3.4540531635, propagate_forward_time: 167.3407592773, propagate_backward_time: 422.1213684082, weight_update_time: 0.6760435104, other_time: 6.0539855957
epoch time: 35.1273994446s, input_fired_time: 0.5831657648, output_fired_time: 0.0000000000, propagate_forward_time: 33.5251083374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0191268921
validation[          , genome  6393] predictions:    6144/  10000 (61.44%), best:    6144/10000 (61.44%), error:     11725.36426, best error:     11725.36426 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 605.5354003906s, input_fired_time: 5.3361988068, output_fired_time: 3.4561452866, propagate_forward_time: 167.9026489258, propagate_backward_time: 422.7945861816, weight_update_time: 0.6732742786, other_time: 6.0458679199
epoch time: 35.0774879456s, input_fired_time: 0.5765023232, output_fired_time: 0.0000000000, propagate_forward_time: 33.4834594727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0175247192
validation[          , genome  6393] predictions:    6133/  10000 (61.33%), best:    6144/10000 (61.44%), error:     11782.46875, best error:     11725.36426 on epoch:    99, 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: 175.3849792480s, input_fired_time: 2.8928043842, output_fired_time: 0.0000000000, propagate_forward_time: 167.6462402344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.8459320068
best training[          , genome  6393] predictions:   39562/  50000 (79.12%), best:    6144/10000 (61.44%), error:     31844.96289, best error:     11725.36426 on epoch:    99, 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: 36.5066680908s, input_fired_time: 0.5785272121, output_fired_time: 0.0000000000, propagate_forward_time: 33.5096015930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4185409546
   testing[          , genome  6393] predictions:    6144/  10000 (61.44%), best:    6144/10000 (61.44%), error:     11725.36426, best error:     11725.36426 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:44:12 (208): called boinc_finish(0)

</stderr_txt>
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