Nameexact_genome_1512568488_44_6882_0
Workunit2605690
Created7 Dec 2017, 22:27:49 UTC
Sent7 Dec 2017, 22:38:50 UTC
Report deadline18 Dec 2017, 9:37:54 UTC
Received8 Dec 2017, 11:18:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID56715
Run time6 hours 18 min 53 sec
CPU time6 hours 15 min 20 sec
Validate stateValid
Credit2,614.42
Device peak FLOPS2.55 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.03 MB
Peak swap size159.64 MB
Peak disk usage2.10 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 347.2574462891s, input_fired_time: 2.5519251823, output_fired_time: 3.6008422375, propagate_forward_time: 132.8657989502, propagate_backward_time: 201.5404052734, weight_update_time: 0.2440735102, other_time: 6.6985015869
epoch time: 25.9203338623s, input_fired_time: 0.3187643588, output_fired_time: 0.0000000000, propagate_forward_time: 24.0069389343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5946311951
validation[          , genome  6882] predictions:    9730/  10000 (97.30%), best:    9747/10000 (97.47%), error:       847.39374, best error:       836.90894 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 344.8855895996s, input_fired_time: 3.5550205708, output_fired_time: 3.6225399971, propagate_forward_time: 128.9015350342, propagate_backward_time: 203.2477111816, weight_update_time: 0.2448389977, other_time: 5.5587921143
epoch time: 27.7646923065s, input_fired_time: 0.3177973926, output_fired_time: 0.0000000000, propagate_forward_time: 26.7986660004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482295990
validation[          , genome  6882] predictions:    9734/  10000 (97.34%), best:    9747/10000 (97.47%), error:       917.18481, best error:       836.90894 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 348.0236206055s, input_fired_time: 3.5566308498, output_fired_time: 4.5526895523, propagate_forward_time: 131.1022949219, propagate_backward_time: 202.1949920654, weight_update_time: 0.2443329692, other_time: 6.6169891357
epoch time: 28.0640735626s, input_fired_time: 0.3240657151, output_fired_time: 0.0000000000, propagate_forward_time: 27.0676937103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723136902
validation[          , genome  6882] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1073.68420, best error:       836.90894 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 345.4810791016s, input_fired_time: 3.5548679829, output_fired_time: 2.5226180553, propagate_forward_time: 137.7704772949, propagate_backward_time: 197.0121154785, weight_update_time: 0.2429530323, other_time: 4.6210021973
epoch time: 27.9385013580s, input_fired_time: 0.3166338205, output_fired_time: 0.0000000000, propagate_forward_time: 26.9660720825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557960510
validation[          , genome  6882] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       816.47827, best error:       816.47827 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 346.3853454590s, input_fired_time: 4.6195573807, output_fired_time: 2.5601379871, propagate_forward_time: 129.1300048828, propagate_backward_time: 203.3428039551, weight_update_time: 0.2466999739, other_time: 6.7328186035
epoch time: 27.6282787323s, input_fired_time: 1.2670425177, output_fired_time: 0.0000000000, propagate_forward_time: 25.7245006561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367359161
validation[          , genome  6882] predictions:    9736/  10000 (97.36%), best:    9753/10000 (97.53%), error:       854.45367, best error:       816.47827 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 344.7700500488s, input_fired_time: 3.6001844406, output_fired_time: 5.4824352264, propagate_forward_time: 133.5700836182, propagate_backward_time: 196.4272918701, weight_update_time: 0.2447434068, other_time: 5.6900634766
epoch time: 27.7134323120s, input_fired_time: 0.3261649311, output_fired_time: 0.0000000000, propagate_forward_time: 26.7506828308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365852356
validation[          , genome  6882] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       806.35419, best error:       806.35419 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 346.7072753906s, input_fired_time: 4.5192708969, output_fired_time: 2.5671138763, propagate_forward_time: 135.1674194336, propagate_backward_time: 200.8828125000, weight_update_time: 0.2437568605, other_time: 3.5706787109
epoch time: 28.8996505737s, input_fired_time: 0.3146013021, output_fired_time: 0.0000000000, propagate_forward_time: 27.9358730316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491756439
validation[          , genome  6882] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       826.01617, best error:       806.35419 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 348.1886291504s, input_fired_time: 6.6208634377, output_fired_time: 2.5580694675, propagate_forward_time: 126.1045608521, propagate_backward_time: 208.2806854248, weight_update_time: 0.2448811978, other_time: 4.6244659424
epoch time: 26.8865776062s, input_fired_time: 0.3109445572, output_fired_time: 0.0000000000, propagate_forward_time: 25.9406700134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349639893
validation[          , genome  6882] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       859.93555, best error:       806.35419 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 341.8804016113s, input_fired_time: 5.4827895164, output_fired_time: 5.5837640762, propagate_forward_time: 129.1892547607, propagate_backward_time: 197.1211700439, weight_update_time: 0.2430932969, other_time: 4.5034179688
epoch time: 28.9172191620s, input_fired_time: 1.3660742044, output_fired_time: 0.0000000000, propagate_forward_time: 26.9054946899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456508636
validation[          , genome  6882] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       842.11475, best error:       806.35419 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 346.3500061035s, input_fired_time: 4.4316167831, output_fired_time: 3.4837384224, propagate_forward_time: 125.8489379883, propagate_backward_time: 206.0489501953, weight_update_time: 0.2452801615, other_time: 6.5367736816
epoch time: 27.7966423035s, input_fired_time: 0.3149091899, output_fired_time: 0.0000000000, propagate_forward_time: 26.8447456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6369876862
validation[          , genome  6882] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       858.58167, best error:       806.35419 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 347.1790161133s, input_fired_time: 4.6226072311, output_fired_time: 3.5984356403, propagate_forward_time: 126.6807556152, propagate_backward_time: 205.5389709473, weight_update_time: 0.2452405691, other_time: 6.7382202148
epoch time: 28.7108898163s, input_fired_time: 0.3151545823, output_fired_time: 0.0000000000, propagate_forward_time: 27.7578411102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378936768
validation[          , genome  6882] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       814.05566, best error:       806.35419 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 343.5350036621s, input_fired_time: 5.5692114830, output_fired_time: 4.5440120697, propagate_forward_time: 132.1714172363, propagate_backward_time: 194.6140747070, weight_update_time: 0.2439066023, other_time: 6.6362915039
epoch time: 27.5422954559s, input_fired_time: 0.3195656240, output_fired_time: 0.0000000000, propagate_forward_time: 26.5781688690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6445617676
validation[          , genome  6882] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       783.92584, best error:       783.92584 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 346.0323791504s, input_fired_time: 4.6247291565, output_fired_time: 7.5670433044, propagate_forward_time: 130.9382629395, propagate_backward_time: 193.3850555420, weight_update_time: 0.2419374287, other_time: 9.5172882080
epoch time: 27.3606204987s, input_fired_time: 0.3135244548, output_fired_time: 0.0000000000, propagate_forward_time: 26.4144077301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326885223
validation[          , genome  6882] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       831.48181, best error:       783.92584 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 342.1631774902s, input_fired_time: 4.5669503212, output_fired_time: 5.4961295128, propagate_forward_time: 140.0926818848, propagate_backward_time: 187.4749450684, weight_update_time: 0.2413900346, other_time: 4.5324707031
epoch time: 27.5364246368s, input_fired_time: 0.3173449636, output_fired_time: 0.0000000000, propagate_forward_time: 26.5753097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437702179
validation[          , genome  6882] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       827.69672, best error:       783.92584 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 346.6394348145s, input_fired_time: 2.5214726925, output_fired_time: 4.5540904999, propagate_forward_time: 131.9327545166, propagate_backward_time: 203.0122680664, weight_update_time: 0.2460051775, other_time: 4.6188507080
epoch time: 27.8214073181s, input_fired_time: 0.3154723942, output_fired_time: 0.0000000000, propagate_forward_time: 25.9160518646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5898838043
validation[          , genome  6882] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       699.03198, best error:       699.03198 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 348.9555664063s, input_fired_time: 4.6440615654, output_fired_time: 4.5349073410, propagate_forward_time: 134.6328277588, propagate_backward_time: 199.4160308838, weight_update_time: 0.2575186193, other_time: 5.7277221680
epoch time: 27.8086833954s, input_fired_time: 0.3182307184, output_fired_time: 0.0000000000, propagate_forward_time: 26.8269023895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635494232
validation[          , genome  6882] predictions:    9787/  10000 (97.87%), best:    9795/10000 (97.95%), error:       763.32550, best error:       699.03198 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 343.3455810547s, input_fired_time: 5.3917980194, output_fired_time: 5.6774935722, propagate_forward_time: 127.7857894897, propagate_backward_time: 199.9659423828, weight_update_time: 0.2438344508, other_time: 4.5245666504
epoch time: 26.5212860107s, input_fired_time: 0.3149724305, output_fired_time: 0.0000000000, propagate_forward_time: 24.5150051117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6913089752
validation[          , genome  6882] predictions:    9738/  10000 (97.38%), best:    9795/10000 (97.95%), error:       910.10535, best error:       699.03198 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 348.1300354004s, input_fired_time: 2.5482430458, output_fired_time: 4.6419143677, propagate_forward_time: 129.8283843994, propagate_backward_time: 203.4463043213, weight_update_time: 0.2442937046, other_time: 7.6651916504
epoch time: 27.6338253021s, input_fired_time: 0.3189991117, output_fired_time: 0.0000000000, propagate_forward_time: 26.6776065826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6372203827
validation[          , genome  6882] predictions:    9762/  10000 (97.62%), best:    9795/10000 (97.95%), error:       778.82306, best error:       699.03198 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 348.2021179199s, input_fired_time: 5.6868152618, output_fired_time: 2.5428631306, propagate_forward_time: 130.0704040527, propagate_backward_time: 203.2678680420, weight_update_time: 2.3427953720, other_time: 6.6341400146
epoch time: 27.8211441040s, input_fired_time: 0.3181141913, output_fired_time: 0.0000000000, propagate_forward_time: 25.8142070770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6888237000
validation[          , genome  6882] predictions:    9765/  10000 (97.65%), best:    9795/10000 (97.95%), error:       809.13391, best error:       699.03198 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 345.0771179199s, input_fired_time: 6.4367327690, output_fired_time: 4.6374597549, propagate_forward_time: 130.1414337158, propagate_backward_time: 198.2736816406, weight_update_time: 0.2447837442, other_time: 5.5878143311
epoch time: 28.2094554901s, input_fired_time: 0.3322741389, output_fired_time: 0.0000000000, propagate_forward_time: 27.2211112976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6560707092
validation[          , genome  6882] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       818.38312, best error:       699.03198 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 348.0804748535s, input_fired_time: 3.5684685707, output_fired_time: 4.6284279823, propagate_forward_time: 133.4230499268, propagate_backward_time: 200.9575347900, weight_update_time: 0.2474935651, other_time: 5.5029907227
epoch time: 27.7171726227s, input_fired_time: 0.3190383911, output_fired_time: 0.0000000000, propagate_forward_time: 26.7529087067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452255249
validation[          , genome  6882] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       731.13763, best error:       699.03198 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 346.4872131348s, input_fired_time: 3.4800195694, output_fired_time: 3.4876770973, propagate_forward_time: 132.1215667725, propagate_backward_time: 201.7235717773, weight_update_time: 0.2453751564, other_time: 5.6743927002
epoch time: 27.6480236053s, input_fired_time: 1.3583819866, output_fired_time: 0.0000000000, propagate_forward_time: 25.6517753601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378669739
validation[          , genome  6882] predictions:    9754/  10000 (97.54%), best:    9795/10000 (97.95%), error:       830.58563, best error:       699.03198 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 345.3126525879s, input_fired_time: 2.5545496941, output_fired_time: 6.6298913956, propagate_forward_time: 133.1052551270, propagate_backward_time: 198.3575286865, weight_update_time: 0.2559239864, other_time: 4.6654510498
epoch time: 27.7211894989s, input_fired_time: 0.3238124847, output_fired_time: 0.0000000000, propagate_forward_time: 26.7519321442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6454448700
validation[          , genome  6882] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       699.27271, best error:       699.03198 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 348.5477294922s, input_fired_time: 4.6457037926, output_fired_time: 3.4990155697, propagate_forward_time: 137.5782165527, propagate_backward_time: 197.0933685303, weight_update_time: 0.2441542745, other_time: 5.7314300537
epoch time: 29.0753154755s, input_fired_time: 1.3994628191, output_fired_time: 0.0000000000, propagate_forward_time: 27.0161457062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597061157
validation[          , genome  6882] predictions:    9751/  10000 (97.51%), best:    9795/10000 (97.95%), error:       856.78918, best error:       699.03198 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 344.2368164063s, input_fired_time: 2.6505720615, output_fired_time: 3.6300463676, propagate_forward_time: 129.6445007324, propagate_backward_time: 203.6683502197, weight_update_time: 0.2449365109, other_time: 4.6433563232
epoch time: 28.8602199554s, input_fired_time: 1.3755354881, output_fired_time: 0.0000000000, propagate_forward_time: 24.8271675110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6575164795
validation[          , genome  6882] predictions:    9772/  10000 (97.72%), best:    9795/10000 (97.95%), error:       768.70447, best error:       699.03198 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 345.8931274414s, input_fired_time: 6.5472946167, output_fired_time: 3.5871286392, propagate_forward_time: 128.8155822754, propagate_backward_time: 200.1898193359, weight_update_time: 0.2448135912, other_time: 6.7532958984
epoch time: 27.6738929749s, input_fired_time: 0.3203982115, output_fired_time: 0.0000000000, propagate_forward_time: 23.7711181641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5823764801
validation[          , genome  6882] predictions:    9744/  10000 (97.44%), best:    9795/10000 (97.95%), error:       851.81787, best error:       699.03198 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 347.8081054688s, input_fired_time: 4.7201848030, output_fired_time: 5.4718332291, propagate_forward_time: 135.0515441895, propagate_backward_time: 198.9784851074, weight_update_time: 0.2511807680, other_time: 3.5860595703
epoch time: 27.8888473511s, input_fired_time: 1.2700064182, output_fired_time: 0.0000000000, propagate_forward_time: 25.9850711823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337699890
validation[          , genome  6882] predictions:    9731/  10000 (97.31%), best:    9795/10000 (97.95%), error:       872.35657, best error:       699.03198 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 348.0218200684s, input_fired_time: 3.6183934212, output_fired_time: 5.5954031944, propagate_forward_time: 130.4646606445, propagate_backward_time: 198.6976623535, weight_update_time: 1.2928472757, other_time: 9.6456909180
epoch time: 27.5551090240s, input_fired_time: 0.3179056346, output_fired_time: 0.0000000000, propagate_forward_time: 26.5796508789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6575527191
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       748.39697, best error:       699.03198 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 343.1606750488s, input_fired_time: 3.6003518105, output_fired_time: 4.1399426460, propagate_forward_time: 138.2254028320, propagate_backward_time: 189.5711669922, weight_update_time: 0.2556446195, other_time: 7.6238098145
epoch time: 27.4023551941s, input_fired_time: 0.3203846514, output_fired_time: 0.0000000000, propagate_forward_time: 26.4271316528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548385620
validation[          , genome  6882] predictions:    9749/  10000 (97.49%), best:    9795/10000 (97.95%), error:       806.11255, best error:       699.03198 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 347.6715698242s, input_fired_time: 2.5449802876, output_fired_time: 4.4265422821, propagate_forward_time: 129.6508789063, propagate_backward_time: 204.5349884033, weight_update_time: 0.2566505969, other_time: 6.5141754150
epoch time: 27.8732624054s, input_fired_time: 1.2545794249, output_fired_time: 0.0000000000, propagate_forward_time: 25.9768619537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6418209076
validation[          , genome  6882] predictions:    9745/  10000 (97.45%), best:    9795/10000 (97.95%), error:       850.43402, best error:       699.03198 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 348.0776977539s, input_fired_time: 5.6527948380, output_fired_time: 5.5021829605, propagate_forward_time: 136.4932556152, propagate_backward_time: 196.8247222900, weight_update_time: 0.2565094233, other_time: 3.6047210693
epoch time: 27.7480144501s, input_fired_time: 0.3198351562, output_fired_time: 0.0000000000, propagate_forward_time: 26.7843647003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438140869
validation[          , genome  6882] predictions:    9756/  10000 (97.56%), best:    9795/10000 (97.95%), error:       831.46472, best error:       699.03198 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 344.8155822754s, input_fired_time: 3.4962623119, output_fired_time: 2.5507268906, propagate_forward_time: 127.9169540405, propagate_backward_time: 206.3244628906, weight_update_time: 0.2448411882, other_time: 4.5271606445
epoch time: 27.7860336304s, input_fired_time: 0.3215309680, output_fired_time: 0.0000000000, propagate_forward_time: 26.8203086853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6441936493
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       745.64911, best error:       699.03198 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 347.7187805176s, input_fired_time: 4.6212024689, output_fired_time: 3.6494383812, propagate_forward_time: 133.7245178223, propagate_backward_time: 200.2495422363, weight_update_time: 1.2052079439, other_time: 5.4740600586
epoch time: 27.5703430176s, input_fired_time: 0.3203709126, output_fired_time: 0.0000000000, propagate_forward_time: 26.5994491577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6505222321
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       788.08588, best error:       699.03198 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 348.2125549316s, input_fired_time: 5.6975407600, output_fired_time: 7.4997072220, propagate_forward_time: 128.1643981934, propagate_backward_time: 200.2100372314, weight_update_time: 1.2898787260, other_time: 6.6408843994
epoch time: 27.9206275940s, input_fired_time: 0.3483526707, output_fired_time: 0.0000000000, propagate_forward_time: 25.9755706787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5967044830
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9795/10000 (97.95%), error:       731.86438, best error:       699.03198 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 340.7712097168s, input_fired_time: 4.6497988701, output_fired_time: 4.5475177765, propagate_forward_time: 128.9836273193, propagate_backward_time: 196.9012756348, weight_update_time: 0.2444797903, other_time: 5.6889801025
epoch time: 27.6191730499s, input_fired_time: 0.3236068189, output_fired_time: 0.0000000000, propagate_forward_time: 26.6761932373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6193733215
validation[          , genome  6882] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       806.58331, best error:       699.03198 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 345.5168762207s, input_fired_time: 5.6119480133, output_fired_time: 3.5102231503, propagate_forward_time: 125.5859603882, propagate_backward_time: 201.4388427734, weight_update_time: 1.1874457598, other_time: 9.3699035645
epoch time: 27.6259269714s, input_fired_time: 0.3255418241, output_fired_time: 0.0000000000, propagate_forward_time: 26.6375846863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6627998352
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       692.21375, best error:       692.21375 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 347.9716796875s, input_fired_time: 3.5832469463, output_fired_time: 2.5543663502, propagate_forward_time: 133.8365783691, propagate_backward_time: 201.3597717285, weight_update_time: 0.2452263385, other_time: 6.6377258301
epoch time: 29.0783863068s, input_fired_time: 1.2739542723, output_fired_time: 0.0000000000, propagate_forward_time: 27.1459960938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6584358215
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       735.50342, best error:       692.21375 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 343.6840209961s, input_fired_time: 2.5638494492, output_fired_time: 3.0642166138, propagate_forward_time: 132.2401123047, propagate_backward_time: 202.2281951904, weight_update_time: 0.2460688055, other_time: 3.5876617432
epoch time: 27.8752384186s, input_fired_time: 0.3244757652, output_fired_time: 0.0000000000, propagate_forward_time: 26.9042491913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6465129852
validation[          , genome  6882] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       691.93738, best error:       691.93738 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 348.1266479492s, input_fired_time: 4.6411843300, output_fired_time: 4.5246644020, propagate_forward_time: 136.6173095703, propagate_backward_time: 197.8222656250, weight_update_time: 0.2442368716, other_time: 4.5212402344
epoch time: 27.6178684235s, input_fired_time: 0.3361108005, output_fired_time: 0.0000000000, propagate_forward_time: 26.6512641907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304931641
validation[          , genome  6882] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       753.18408, best error:       691.93738 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 346.5136108398s, input_fired_time: 4.5812439919, output_fired_time: 3.4801065922, propagate_forward_time: 128.5220184326, propagate_backward_time: 205.2964782715, weight_update_time: 1.2902036905, other_time: 4.6337738037
epoch time: 27.5034523010s, input_fired_time: 0.3344336450, output_fired_time: 0.0000000000, propagate_forward_time: 26.5194721222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495456696
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       726.42688, best error:       691.93738 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 342.8666687012s, input_fired_time: 5.4906878471, output_fired_time: 3.6024186611, propagate_forward_time: 132.7965087891, propagate_backward_time: 194.3260192871, weight_update_time: 0.2453285903, other_time: 6.6510314941
epoch time: 28.1472625732s, input_fired_time: 0.3286901116, output_fired_time: 0.0000000000, propagate_forward_time: 27.1562328339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623401642
validation[          , genome  6882] predictions:    9795/  10000 (97.95%), best:    9803/10000 (98.03%), error:       707.87866, best error:       691.93738 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 347.0855407715s, input_fired_time: 3.6134262085, output_fired_time: 3.5993912220, propagate_forward_time: 127.1694335938, propagate_backward_time: 207.0144653320, weight_update_time: 0.2441325039, other_time: 5.6888122559
epoch time: 27.6087570190s, input_fired_time: 0.3262230158, output_fired_time: 0.0000000000, propagate_forward_time: 26.6368484497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456851959
validation[          , genome  6882] predictions:    9749/  10000 (97.49%), best:    9803/10000 (98.03%), error:       904.13312, best error:       691.93738 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 346.7111816406s, input_fired_time: 2.5623478889, output_fired_time: 4.6951389313, propagate_forward_time: 130.8052978516, propagate_backward_time: 204.0397949219, weight_update_time: 0.2440781742, other_time: 4.6086120605
epoch time: 29.1457366943s, input_fired_time: 0.3249315619, output_fired_time: 0.0000000000, propagate_forward_time: 26.0744323730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7463722229
validation[          , genome  6882] predictions:    9784/  10000 (97.84%), best:    9803/10000 (98.03%), error:       702.94910, best error:       691.93738 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 343.0335388184s, input_fired_time: 5.7055778503, output_fired_time: 3.5990452766, propagate_forward_time: 131.1806182861, propagate_backward_time: 196.9776916504, weight_update_time: 1.1917508841, other_time: 5.5706024170
epoch time: 27.1321811676s, input_fired_time: 0.3251954317, output_fired_time: 0.0000000000, propagate_forward_time: 26.1707458496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362400055
validation[          , genome  6882] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       717.48322, best error:       691.93738 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 346.8912048340s, input_fired_time: 4.6673393250, output_fired_time: 3.5035846233, propagate_forward_time: 133.7592620850, propagate_backward_time: 200.3283843994, weight_update_time: 0.2441601157, other_time: 4.6326599121
epoch time: 28.8229732513s, input_fired_time: 0.3264809549, output_fired_time: 0.0000000000, propagate_forward_time: 26.9138298035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5826625824
validation[          , genome  6882] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       707.96954, best error:       691.93738 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 348.0919799805s, input_fired_time: 6.6942353249, output_fired_time: 2.6394538879, propagate_forward_time: 134.6548614502, propagate_backward_time: 200.5353851318, weight_update_time: 0.2443059683, other_time: 3.5680236816
epoch time: 27.7027549744s, input_fired_time: 0.3223219216, output_fired_time: 0.0000000000, propagate_forward_time: 25.6769886017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7034435272
validation[          , genome  6882] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       760.85358, best error:       691.93738 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 344.0641479492s, input_fired_time: 2.8054056168, output_fired_time: 5.7126288414, propagate_forward_time: 127.8418655396, propagate_backward_time: 203.0343780518, weight_update_time: 0.2507184446, other_time: 4.6698760986
epoch time: 28.7714958191s, input_fired_time: 0.3236803710, output_fired_time: 0.0000000000, propagate_forward_time: 24.9592952728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4885196686
validation[          , genome  6882] predictions:    9772/  10000 (97.72%), best:    9803/10000 (98.03%), error:       759.77734, best error:       691.93738 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 344.1075439453s, input_fired_time: 2.5446636677, output_fired_time: 3.5990102291, propagate_forward_time: 128.7704010010, propagate_backward_time: 202.5884246826, weight_update_time: 0.2433584481, other_time: 6.6050415039
epoch time: 28.9913120270s, input_fired_time: 0.3246544302, output_fired_time: 0.0000000000, propagate_forward_time: 27.0351829529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6314754486
validation[          , genome  6882] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       682.30780, best error:       682.30780 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 348.3277587891s, input_fired_time: 3.6039507389, output_fired_time: 3.5068707466, propagate_forward_time: 130.9039001465, propagate_backward_time: 200.5396423340, weight_update_time: 0.2446623445, other_time: 9.7734069824
epoch time: 27.4729709625s, input_fired_time: 0.3264133334, output_fired_time: 0.0000000000, propagate_forward_time: 26.5127105713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338462830
validation[          , genome  6882] predictions:    9747/  10000 (97.47%), best:    9802/10000 (98.02%), error:       815.79834, best error:       682.30780 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 343.9237060547s, input_fired_time: 3.6313176155, output_fired_time: 5.5539531708, propagate_forward_time: 129.0585021973, propagate_backward_time: 201.0528106689, weight_update_time: 0.2464549243, other_time: 4.6271209717
epoch time: 27.6533927917s, input_fired_time: 0.3248457015, output_fired_time: 0.0000000000, propagate_forward_time: 26.6867866516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417598724
validation[          , genome  6882] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       803.74274, best error:       682.30780 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 346.0773925781s, input_fired_time: 4.6603307724, output_fired_time: 4.6331377029, propagate_forward_time: 130.6781921387, propagate_backward_time: 200.5192718506, weight_update_time: 0.2450168133, other_time: 5.5864410400
epoch time: 27.9138126373s, input_fired_time: 0.3294971287, output_fired_time: 0.0000000000, propagate_forward_time: 26.9416751862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6426410675
validation[          , genome  6882] predictions:    9735/  10000 (97.35%), best:    9802/10000 (98.02%), error:       903.66968, best error:       682.30780 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 346.1947326660s, input_fired_time: 5.4957985878, output_fired_time: 5.6585264206, propagate_forward_time: 128.6942291260, propagate_backward_time: 197.6398773193, weight_update_time: 0.2446199358, other_time: 8.7062988281
epoch time: 28.7915077209s, input_fired_time: 0.3229807615, output_fired_time: 0.0000000000, propagate_forward_time: 26.8804073334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5881195068
validation[          , genome  6882] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       711.99377, best error:       682.30780 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 343.1965332031s, input_fired_time: 2.5972507000, output_fired_time: 3.5990452766, propagate_forward_time: 126.8926620483, propagate_backward_time: 201.4696197510, weight_update_time: 1.1994853020, other_time: 8.6379241943
epoch time: 26.2570533752s, input_fired_time: 0.3266844451, output_fired_time: 0.0000000000, propagate_forward_time: 25.2765045166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6538639069
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       742.61438, best error:       682.30780 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 343.1148071289s, input_fired_time: 2.6022083759, output_fired_time: 5.5829253197, propagate_forward_time: 134.1717376709, propagate_backward_time: 195.2103576660, weight_update_time: 0.2457016706, other_time: 5.5475921631
epoch time: 26.4578819275s, input_fired_time: 1.3886755705, output_fired_time: 0.0000000000, propagate_forward_time: 24.4229602814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6462459564
validation[          , genome  6882] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       689.39612, best error:       682.30780 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 346.3598327637s, input_fired_time: 8.5508136749, output_fired_time: 2.5761077404, propagate_forward_time: 127.0621109009, propagate_backward_time: 202.5568084717, weight_update_time: 0.2466426045, other_time: 5.6139984131
epoch time: 27.4793491364s, input_fired_time: 0.3327243328, output_fired_time: 0.0000000000, propagate_forward_time: 26.5062675476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403579712
validation[          , genome  6882] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       660.38129, best error:       660.38129 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 343.1690063477s, input_fired_time: 4.5491623878, output_fired_time: 4.6615486145, propagate_forward_time: 127.9638137817, propagate_backward_time: 198.1169128418, weight_update_time: 0.2464933693, other_time: 7.8775634766
epoch time: 27.2461605072s, input_fired_time: 0.3214464784, output_fired_time: 0.0000000000, propagate_forward_time: 26.2716217041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530914307
validation[          , genome  6882] predictions:    9723/  10000 (97.23%), best:    9802/10000 (98.02%), error:       900.67065, best error:       660.38129 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 343.8526611328s, input_fired_time: 5.4029798508, output_fired_time: 5.6140084267, propagate_forward_time: 130.0828552246, propagate_backward_time: 198.0249786377, weight_update_time: 0.2485476732, other_time: 4.7278289795
epoch time: 27.4620494843s, input_fired_time: 0.3211920857, output_fired_time: 0.0000000000, propagate_forward_time: 26.5031623840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376953125
validation[          , genome  6882] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       678.21887, best error:       660.38129 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 341.9042663574s, input_fired_time: 2.5717926025, output_fired_time: 3.5087745190, propagate_forward_time: 124.5985794067, propagate_backward_time: 206.5267639160, weight_update_time: 0.2462956905, other_time: 4.6983337402
epoch time: 27.4667205811s, input_fired_time: 0.3340748250, output_fired_time: 0.0000000000, propagate_forward_time: 26.4624996185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701469421
validation[          , genome  6882] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       674.65466, best error:       660.38129 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 343.3475646973s, input_fired_time: 5.7312741280, output_fired_time: 4.6393604279, propagate_forward_time: 123.8386611938, propagate_backward_time: 201.3166961670, weight_update_time: 1.2974140644, other_time: 7.8215789795
epoch time: 26.5008449554s, input_fired_time: 0.3320392966, output_fired_time: 0.0000000000, propagate_forward_time: 25.5011444092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676616669
validation[          , genome  6882] predictions:    9712/  10000 (97.12%), best:    9802/10000 (98.02%), error:       950.71259, best error:       660.38129 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 345.8154907227s, input_fired_time: 3.6051795483, output_fired_time: 3.5041460991, propagate_forward_time: 128.8113861084, propagate_backward_time: 203.0908355713, weight_update_time: 1.3051093817, other_time: 6.8039245605
epoch time: 27.5331249237s, input_fired_time: 0.3278868794, output_fired_time: 0.0000000000, propagate_forward_time: 26.5419483185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632900238
validation[          , genome  6882] predictions:    9804/  10000 (98.04%), best:    9802/10000 (98.02%), error:       687.44586, best error:       660.38129 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 343.0617980957s, input_fired_time: 7.5923371315, output_fired_time: 4.5445151329, propagate_forward_time: 130.8490447998, propagate_backward_time: 196.3934326172, weight_update_time: 0.2471899986, other_time: 3.6824493408
epoch time: 25.9986305237s, input_fired_time: 1.3670005798, output_fired_time: 0.0000000000, propagate_forward_time: 23.0344581604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5971717834
validation[          , genome  6882] predictions:    9762/  10000 (97.62%), best:    9802/10000 (98.02%), error:       792.05371, best error:       660.38129 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 343.8264465332s, input_fired_time: 4.5777430534, output_fired_time: 2.5563006401, propagate_forward_time: 124.9586181641, propagate_backward_time: 205.9507446289, weight_update_time: 0.2471245229, other_time: 5.7830505371
epoch time: 27.4093151093s, input_fired_time: 0.3266267478, output_fired_time: 0.0000000000, propagate_forward_time: 26.4238567352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588325500
validation[          , genome  6882] predictions:    9784/  10000 (97.84%), best:    9802/10000 (98.02%), error:       722.51746, best error:       660.38129 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 347.7808837891s, input_fired_time: 2.5771648884, output_fired_time: 2.5662035942, propagate_forward_time: 136.5762329102, propagate_backward_time: 202.3811798096, weight_update_time: 0.2476137280, other_time: 3.6800994873
epoch time: 27.6856079102s, input_fired_time: 0.3301517665, output_fired_time: 0.0000000000, propagate_forward_time: 26.6798267365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6756286621
validation[          , genome  6882] predictions:    9814/  10000 (98.14%), best:    9802/10000 (98.02%), error:       671.34601, best error:       660.38129 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 340.6003112793s, input_fired_time: 7.7075414658, output_fired_time: 5.5788502693, propagate_forward_time: 120.8580856323, propagate_backward_time: 197.8383026123, weight_update_time: 1.1996933222, other_time: 8.6175079346
epoch time: 28.0279445648s, input_fired_time: 0.3272549808, output_fired_time: 0.0000000000, propagate_forward_time: 25.9747371674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7259521484
validation[          , genome  6882] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       655.97266, best error:       655.97266 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 345.1536865234s, input_fired_time: 2.5643451214, output_fired_time: 8.6318597794, propagate_forward_time: 132.2097167969, propagate_backward_time: 194.9568328857, weight_update_time: 0.2460892051, other_time: 6.7909393311
epoch time: 27.4995975494s, input_fired_time: 0.3242644966, output_fired_time: 0.0000000000, propagate_forward_time: 25.5444908142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6308422089
validation[          , genome  6882] predictions:    9749/  10000 (97.49%), best:    9808/10000 (98.08%), error:       831.79980, best error:       655.97266 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 345.8049621582s, input_fired_time: 4.5479164124, output_fired_time: 3.5886895657, propagate_forward_time: 126.7857513428, propagate_backward_time: 206.1471099854, weight_update_time: 0.2474054843, other_time: 4.7355041504
epoch time: 27.4830951691s, input_fired_time: 0.3234622777, output_fired_time: 0.0000000000, propagate_forward_time: 26.4792175293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6804161072
validation[          , genome  6882] predictions:    9698/  10000 (96.98%), best:    9808/10000 (98.08%), error:       926.59192, best error:       655.97266 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 342.4766845703s, input_fired_time: 3.5090682507, output_fired_time: 2.5631709099, propagate_forward_time: 131.5910491943, propagate_backward_time: 199.0535125732, weight_update_time: 0.2471051812, other_time: 5.7598876953
epoch time: 27.6890487671s, input_fired_time: 0.3362377882, output_fired_time: 0.0000000000, propagate_forward_time: 26.6843986511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684131622
validation[          , genome  6882] predictions:    9794/  10000 (97.94%), best:    9808/10000 (98.08%), error:       675.85065, best error:       655.97266 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 346.0372924805s, input_fired_time: 2.7901332378, output_fired_time: 4.5362195969, propagate_forward_time: 130.7196807861, propagate_backward_time: 201.3390655518, weight_update_time: 0.2585920393, other_time: 6.6521911621
epoch time: 27.0485210419s, input_fired_time: 0.3316689730, output_fired_time: 0.0000000000, propagate_forward_time: 26.0504760742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663761139
validation[          , genome  6882] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       643.01477, best error:       643.01477 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 343.6343688965s, input_fired_time: 2.5678186417, output_fired_time: 4.5159692764, propagate_forward_time: 127.8857650757, propagate_backward_time: 204.0628204346, weight_update_time: 0.2471847981, other_time: 4.6020050049
epoch time: 27.5502204895s, input_fired_time: 0.3308458626, output_fired_time: 0.0000000000, propagate_forward_time: 25.6109104156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6084632874
validation[          , genome  6882] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       732.38098, best error:       643.01477 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 345.6597900391s, input_fired_time: 2.5801341534, output_fired_time: 4.6712207794, propagate_forward_time: 126.3144836426, propagate_backward_time: 204.4118194580, weight_update_time: 0.2477175444, other_time: 7.6821136475
epoch time: 29.0195465088s, input_fired_time: 0.3579240143, output_fired_time: 0.0000000000, propagate_forward_time: 27.9941310883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674919128
validation[          , genome  6882] predictions:    9800/  10000 (98.00%), best:    9805/10000 (98.05%), error:       679.88586, best error:       643.01477 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 343.4268188477s, input_fired_time: 2.5796997547, output_fired_time: 3.6106317043, propagate_forward_time: 132.7834777832, propagate_backward_time: 197.8617858887, weight_update_time: 0.2459287792, other_time: 6.5912170410
epoch time: 27.8464126587s, input_fired_time: 0.3302333951, output_fired_time: 0.0000000000, propagate_forward_time: 26.8543720245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6618080139
validation[          , genome  6882] predictions:    9761/  10000 (97.61%), best:    9805/10000 (98.05%), error:       808.45410, best error:       643.01477 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 343.2585449219s, input_fired_time: 2.5808224678, output_fired_time: 4.5438957214, propagate_forward_time: 131.4650115967, propagate_backward_time: 197.5483856201, weight_update_time: 0.2462120056, other_time: 7.1204528809
epoch time: 27.8090229034s, input_fired_time: 0.3269765079, output_fired_time: 0.0000000000, propagate_forward_time: 26.8267688751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552772522
validation[          , genome  6882] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       734.57684, best error:       643.01477 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 346.4027099609s, input_fired_time: 3.5263910294, output_fired_time: 3.4796328545, propagate_forward_time: 135.5985107422, propagate_backward_time: 198.0103759766, weight_update_time: 1.2988687754, other_time: 5.7877807617
epoch time: 27.4794006348s, input_fired_time: 1.2679501772, output_fired_time: 0.0000000000, propagate_forward_time: 24.5949993134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6164512634
validation[          , genome  6882] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       687.98547, best error:       643.01477 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 345.0054321289s, input_fired_time: 3.6095466614, output_fired_time: 3.6019070148, propagate_forward_time: 133.9551849365, propagate_backward_time: 197.1125793457, weight_update_time: 1.2912614346, other_time: 6.7262115479
epoch time: 25.6200618744s, input_fired_time: 0.3286010623, output_fired_time: 0.0000000000, propagate_forward_time: 24.6371822357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542778015
validation[          , genome  6882] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       702.99701, best error:       643.01477 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 343.0950927734s, input_fired_time: 2.5689041615, output_fired_time: 3.5474076271, propagate_forward_time: 125.0691680908, propagate_backward_time: 205.2019958496, weight_update_time: 0.2463846803, other_time: 6.7076263428
epoch time: 27.4365386963s, input_fired_time: 0.3292716146, output_fired_time: 0.0000000000, propagate_forward_time: 26.4549465179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523208618
validation[          , genome  6882] predictions:    9807/  10000 (98.07%), best:    9805/10000 (98.05%), error:       664.61694, best error:       643.01477 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 346.1561279297s, input_fired_time: 4.5531525612, output_fired_time: 3.6032960415, propagate_forward_time: 128.0669555664, propagate_backward_time: 202.2194671631, weight_update_time: 0.2566300631, other_time: 7.7132415771
epoch time: 27.6752033234s, input_fired_time: 0.3293563128, output_fired_time: 0.0000000000, propagate_forward_time: 26.6753101349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6705360413
validation[          , genome  6882] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       811.07904, best error:       643.01477 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 344.0821533203s, input_fired_time: 4.6784462929, output_fired_time: 3.5945401192, propagate_forward_time: 135.3759307861, propagate_backward_time: 193.7349700928, weight_update_time: 0.2468192428, other_time: 6.6982727051
epoch time: 27.3263988495s, input_fired_time: 2.2068722248, output_fired_time: 0.0000000000, propagate_forward_time: 24.4537391663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657867432
validation[          , genome  6882] predictions:    9759/  10000 (97.59%), best:    9805/10000 (98.05%), error:       786.60156, best error:       643.01477 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 338.2153625488s, input_fired_time: 3.6198329926, output_fired_time: 2.5631933212, propagate_forward_time: 125.6983032227, propagate_backward_time: 196.1531219482, weight_update_time: 0.2427772433, other_time: 10.1808929443
epoch time: 27.3865070343s, input_fired_time: 0.3298870921, output_fired_time: 0.0000000000, propagate_forward_time: 25.4748916626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5817279816
validation[          , genome  6882] predictions:    9792/  10000 (97.92%), best:    9805/10000 (98.05%), error:       715.57642, best error:       643.01477 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 335.7665405273s, input_fired_time: 4.6615900993, output_fired_time: 2.5527632236, propagate_forward_time: 129.6313323975, propagate_backward_time: 192.2745819092, weight_update_time: 0.2424962819, other_time: 6.6462707520
epoch time: 27.4983959198s, input_fired_time: 1.2738561630, output_fired_time: 0.0000000000, propagate_forward_time: 25.5548229218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697177887
validation[          , genome  6882] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       760.14386, best error:       643.01477 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 343.0755310059s, input_fired_time: 4.5728878975, output_fired_time: 4.5557270050, propagate_forward_time: 123.1584243774, propagate_backward_time: 205.0750885010, weight_update_time: 0.2466596663, other_time: 5.7134246826
epoch time: 29.0336132050s, input_fired_time: 0.3358404934, output_fired_time: 0.0000000000, propagate_forward_time: 27.0773200989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6204528809
validation[          , genome  6882] predictions:    9755/  10000 (97.55%), best:    9805/10000 (98.05%), error:       815.94818, best error:       643.01477 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 343.6398315430s, input_fired_time: 3.6393210888, output_fired_time: 4.5603456497, propagate_forward_time: 134.6227874756, propagate_backward_time: 194.3347930908, weight_update_time: 0.2532856464, other_time: 6.4826049805
epoch time: 27.4499034882s, input_fired_time: 0.3289517462, output_fired_time: 0.0000000000, propagate_forward_time: 26.4686374664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523151398
validation[          , genome  6882] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       677.30621, best error:       643.01477 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 339.9119873047s, input_fired_time: 3.6070024967, output_fired_time: 4.6447324753, propagate_forward_time: 124.5356597900, propagate_backward_time: 200.5691680908, weight_update_time: 0.2457015216, other_time: 6.5554199219
epoch time: 27.6509971619s, input_fired_time: 0.3292725980, output_fired_time: 0.0000000000, propagate_forward_time: 26.6644706726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572532654
validation[          , genome  6882] predictions:    9814/  10000 (98.14%), best:    9805/10000 (98.05%), error:       673.86469, best error:       643.01477 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 343.3114624023s, input_fired_time: 4.6566104889, output_fired_time: 5.4643883705, propagate_forward_time: 120.0366821289, propagate_backward_time: 208.5361938477, weight_update_time: 0.2472600341, other_time: 4.6175842285
epoch time: 27.7316436768s, input_fired_time: 0.3331973851, output_fired_time: 0.0000000000, propagate_forward_time: 26.7265720367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718750000
validation[          , genome  6882] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       774.64258, best error:       643.01477 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 343.5684814453s, input_fired_time: 3.6266105175, output_fired_time: 4.4655537605, propagate_forward_time: 133.2018890381, propagate_backward_time: 194.5498504639, weight_update_time: 0.2457116246, other_time: 7.7245788574
epoch time: 27.5614891052s, input_fired_time: 0.3434814513, output_fired_time: 0.0000000000, propagate_forward_time: 26.5685234070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6494846344
validation[          , genome  6882] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       625.64258, best error:       625.64258 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 339.0459289551s, input_fired_time: 4.5218930244, output_fired_time: 3.6061933041, propagate_forward_time: 125.0111999512, propagate_backward_time: 202.3562316895, weight_update_time: 0.2492315173, other_time: 3.5504150391
epoch time: 27.4622898102s, input_fired_time: 0.3305537105, output_fired_time: 0.0000000000, propagate_forward_time: 25.5507011414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5810356140
validation[          , genome  6882] predictions:    9807/  10000 (98.07%), best:    9822/10000 (98.22%), error:       691.84943, best error:       625.64258 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 340.8379211426s, input_fired_time: 4.7304501534, output_fired_time: 2.5489637852, propagate_forward_time: 127.7258453369, propagate_backward_time: 200.7211761475, weight_update_time: 1.2957260609, other_time: 5.1115112305
epoch time: 27.7216510773s, input_fired_time: 0.3443671763, output_fired_time: 0.0000000000, propagate_forward_time: 26.7209320068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563510895
validation[          , genome  6882] predictions:    9770/  10000 (97.70%), best:    9822/10000 (98.22%), error:       803.81281, best error:       625.64258 on epoch:    98, 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: 136.3398437500s, input_fired_time: 2.6995160580, output_fired_time: 0.0000000000, propagate_forward_time: 128.3237304688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3166046143
best training[          , genome  6882] predictions:   49839/  50000 (99.68%), best:    9822/10000 (98.22%), error:       885.27881, best error:       625.64258 on epoch:    98, 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: 28.9408473969s, input_fired_time: 0.3331579268, output_fired_time: 0.0000000000, propagate_forward_time: 26.8802375793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7274513245
   testing[          , genome  6882] predictions:    9840/  10000 (98.40%), best:    9822/10000 (98.22%), error:       555.50403, best error:       625.64258 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:19:12 (1548): called boinc_finish(0)

</stderr_txt>
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