Nameexact_genome_1512185335_39_9391_0
Workunit2565472
Created5 Dec 2017, 19:55:58 UTC
Sent5 Dec 2017, 20:12:45 UTC
Report deadline24 Dec 2017, 15:46:23 UTC
Received7 Dec 2017, 10:58:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time9 hours 40 min 39 sec
CPU time9 hours 40 min 28 sec
Validate stateValid
Credit4,703.76
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size158.52 MB
Peak swap size160.07 MB
Peak disk usage2.20 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 24.5599899292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9190902710
validation[          , genome  9391] predictions:    9781/  10000 (97.81%), best:    9838/10000 (98.38%), error:       716.35382, best error:       541.84808 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 319.5565795898s, input_fired_time: 3.9763202667, output_fired_time: 3.0438678265, propagate_forward_time: 122.2735366821, propagate_backward_time: 185.1929321289, weight_update_time: 0.3055086434, other_time: 5.0699462891
epoch time: 25.9444026947s, input_fired_time: 0.4353754520, output_fired_time: 0.0000000000, propagate_forward_time: 24.5879440308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9210834503
validation[          , genome  9391] predictions:    9788/  10000 (97.88%), best:    9838/10000 (98.38%), error:       687.21796, best error:       541.84808 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 319.8238525391s, input_fired_time: 3.9708268642, output_fired_time: 3.0276811123, propagate_forward_time: 122.4845123291, propagate_backward_time: 185.2768554688, weight_update_time: 0.3051662445, other_time: 5.0639801025
epoch time: 25.8368530273s, input_fired_time: 0.4305072129, output_fired_time: 0.0000000000, propagate_forward_time: 24.4911937714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9151515961
validation[          , genome  9391] predictions:    9767/  10000 (97.67%), best:    9838/10000 (98.38%), error:       721.99243, best error:       541.84808 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 320.8871154785s, input_fired_time: 3.9875705242, output_fired_time: 3.0440070629, propagate_forward_time: 122.7558517456, propagate_backward_time: 186.0534667969, weight_update_time: 0.3056202531, other_time: 5.0462036133
epoch time: 25.8671989441s, input_fired_time: 0.4308187664, output_fired_time: 0.0000000000, propagate_forward_time: 24.5452632904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8911170959
validation[          , genome  9391] predictions:    9814/  10000 (98.14%), best:    9838/10000 (98.38%), error:       578.41724, best error:       541.84808 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 321.7633361816s, input_fired_time: 4.0025734901, output_fired_time: 3.0744307041, propagate_forward_time: 122.9621047974, propagate_backward_time: 186.6672515869, weight_update_time: 0.3075560331, other_time: 5.0569915771
epoch time: 25.8984451294s, input_fired_time: 0.4313206971, output_fired_time: 0.0000000000, propagate_forward_time: 24.5559024811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9112224579
validation[          , genome  9391] predictions:    9789/  10000 (97.89%), best:    9838/10000 (98.38%), error:       658.84900, best error:       541.84808 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 320.3493652344s, input_fired_time: 3.9873077869, output_fired_time: 3.0380413532, propagate_forward_time: 122.5298385620, propagate_backward_time: 185.7717285156, weight_update_time: 0.3062511981, other_time: 5.0224304199
epoch time: 25.8090248108s, input_fired_time: 0.4309327006, output_fired_time: 0.0000000000, propagate_forward_time: 24.4695949554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9084968567
validation[          , genome  9391] predictions:    9814/  10000 (98.14%), best:    9838/10000 (98.38%), error:       594.93927, best error:       541.84808 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 320.8499145508s, input_fired_time: 3.9943187237, output_fired_time: 3.0572569370, propagate_forward_time: 122.6419906616, propagate_backward_time: 186.1100463867, weight_update_time: 0.3057777584, other_time: 5.0462951660
epoch time: 25.9696292877s, input_fired_time: 0.4350489080, output_fired_time: 0.0000000000, propagate_forward_time: 24.6247024536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9098777771
validation[          , genome  9391] predictions:    9794/  10000 (97.94%), best:    9838/10000 (98.38%), error:       623.57361, best error:       541.84808 on epoch:     8, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 320.9328002930s, input_fired_time: 3.9844746590, output_fired_time: 3.0275802612, propagate_forward_time: 122.7997360229, propagate_backward_time: 186.1013641357, weight_update_time: 0.3060902357, other_time: 5.0196380615
epoch time: 25.9999942780s, input_fired_time: 0.4384309351, output_fired_time: 0.0000000000, propagate_forward_time: 24.6480998993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9134635925
validation[          , genome  9391] predictions:    9824/  10000 (98.24%), best:    9838/10000 (98.38%), error:       581.26636, best error:       541.84808 on epoch:     8, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 322.1714172363s, input_fired_time: 4.0111575127, output_fired_time: 3.0557942390, propagate_forward_time: 123.1061935425, propagate_backward_time: 186.9529266357, weight_update_time: 0.3064463139, other_time: 5.0453338623
epoch time: 25.9408245087s, input_fired_time: 0.4376620948, output_fired_time: 0.0000000000, propagate_forward_time: 24.5999622345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9032001495
validation[          , genome  9391] predictions:    9826/  10000 (98.26%), best:    9838/10000 (98.38%), error:       558.37201, best error:       541.84808 on epoch:     8, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 318.7080993652s, input_fired_time: 3.9910156727, output_fired_time: 3.0384950638, propagate_forward_time: 121.7510070801, propagate_backward_time: 184.8991394043, weight_update_time: 0.3035693467, other_time: 5.0284423828
epoch time: 25.9272499084s, input_fired_time: 0.4401148260, output_fired_time: 0.0000000000, propagate_forward_time: 24.5757369995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9113979340
validation[          , genome  9391] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       538.83362, best error:       538.83362 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 317.5596008301s, input_fired_time: 3.9601249695, output_fired_time: 2.9829590321, propagate_forward_time: 121.5160064697, propagate_backward_time: 184.0933380127, weight_update_time: 0.3026520312, other_time: 5.0071716309
epoch time: 25.6943092346s, input_fired_time: 0.4396437109, output_fired_time: 0.0000000000, propagate_forward_time: 24.3449192047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9097461700
validation[          , genome  9391] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       507.96487, best error:       507.96487 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 309.1304626465s, input_fired_time: 3.8999192715, output_fired_time: 2.9454817772, propagate_forward_time: 117.9220275879, propagate_backward_time: 179.3978729248, weight_update_time: 0.2961723208, other_time: 4.9651336670
epoch time: 25.6393222809s, input_fired_time: 0.4352547526, output_fired_time: 0.0000000000, propagate_forward_time: 24.2895412445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9145259857
validation[          , genome  9391] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       504.86569, best error:       504.86569 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 312.9096374512s, input_fired_time: 3.9243459702, output_fired_time: 2.9550659657, propagate_forward_time: 119.4937667847, propagate_backward_time: 181.5539093018, weight_update_time: 0.2982025743, other_time: 4.9825286865
epoch time: 25.6567325592s, input_fired_time: 0.4356589913, output_fired_time: 0.0000000000, propagate_forward_time: 24.3154315948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056415558
validation[          , genome  9391] predictions:    9787/  10000 (97.87%), best:    9836/10000 (98.36%), error:       674.92834, best error:       504.86569 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 316.6498107910s, input_fired_time: 3.9533474445, output_fired_time: 3.0047390461, propagate_forward_time: 120.9541549683, propagate_backward_time: 183.7297515869, weight_update_time: 0.3013350070, other_time: 5.0078277588
epoch time: 25.7003879547s, input_fired_time: 0.4361372888, output_fired_time: 0.0000000000, propagate_forward_time: 24.3572616577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9069881439
validation[          , genome  9391] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       591.40338, best error:       504.86569 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 316.3391113281s, input_fired_time: 3.9457414150, output_fired_time: 2.9719827175, propagate_forward_time: 120.8423080444, propagate_backward_time: 183.5999145508, weight_update_time: 0.3005654812, other_time: 4.9791564941
epoch time: 25.5744075775s, input_fired_time: 0.4353844523, output_fired_time: 0.0000000000, propagate_forward_time: 24.2319087982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9071140289
validation[          , genome  9391] predictions:    9829/  10000 (98.29%), best:    9836/10000 (98.36%), error:       533.79883, best error:       504.86569 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 317.6391296387s, input_fired_time: 3.9662373066, output_fired_time: 3.0070767403, propagate_forward_time: 121.1763381958, propagate_backward_time: 184.4844665527, weight_update_time: 0.3013623953, other_time: 5.0050048828
epoch time: 25.8375186920s, input_fired_time: 0.4358704686, output_fired_time: 0.0000000000, propagate_forward_time: 24.4840755463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9175720215
validation[          , genome  9391] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       583.00586, best error:       504.86569 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 314.9653015137s, input_fired_time: 3.9557394981, output_fired_time: 2.9836483002, propagate_forward_time: 120.2145996094, propagate_backward_time: 182.8187561035, weight_update_time: 0.3001073003, other_time: 4.9925537109
epoch time: 25.7406845093s, input_fired_time: 0.4385368824, output_fired_time: 0.0000000000, propagate_forward_time: 24.3887195587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9134273529
validation[          , genome  9391] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       561.66888, best error:       504.86569 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 317.4015502930s, input_fired_time: 3.9835557938, output_fired_time: 3.0218772888, propagate_forward_time: 120.8976974487, propagate_backward_time: 184.4866943359, weight_update_time: 0.3024526536, other_time: 5.0117187500
epoch time: 25.5187301636s, input_fired_time: 0.4335412085, output_fired_time: 0.0000000000, propagate_forward_time: 24.1820487976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9031410217
validation[          , genome  9391] predictions:    9736/  10000 (97.36%), best:    9836/10000 (98.36%), error:       830.66425, best error:       504.86569 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 314.8822631836s, input_fired_time: 3.9514884949, output_fired_time: 2.9889757633, propagate_forward_time: 120.1190032959, propagate_backward_time: 182.8328857422, weight_update_time: 0.3004211783, other_time: 4.9899139404
epoch time: 25.6556205750s, input_fired_time: 0.4405997694, output_fired_time: 0.0000000000, propagate_forward_time: 24.3062114716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9088096619
validation[          , genome  9391] predictions:    9831/  10000 (98.31%), best:    9836/10000 (98.36%), error:       505.10468, best error:       504.86569 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 315.6526184082s, input_fired_time: 3.9542534351, output_fired_time: 2.9743328094, propagate_forward_time: 120.5270538330, propagate_backward_time: 183.2194671631, weight_update_time: 0.3001366258, other_time: 4.9775085449
epoch time: 25.6793804169s, input_fired_time: 0.4391781688, output_fired_time: 0.0000000000, propagate_forward_time: 24.3353862762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9048156738
validation[          , genome  9391] predictions:    9809/  10000 (98.09%), best:    9836/10000 (98.36%), error:       588.03351, best error:       504.86569 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 309.8016662598s, input_fired_time: 3.9221308231, output_fired_time: 2.9403817654, propagate_forward_time: 118.1564941406, propagate_backward_time: 179.8050994873, weight_update_time: 0.2958440483, other_time: 4.9775848389
epoch time: 25.7411422729s, input_fired_time: 0.4351274967, output_fired_time: 0.0000000000, propagate_forward_time: 24.4062786102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8997364044
validation[          , genome  9391] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       489.61194, best error:       489.61194 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 313.8788757324s, input_fired_time: 3.9546513557, output_fired_time: 2.9762804508, propagate_forward_time: 119.5571594238, propagate_backward_time: 182.4075622559, weight_update_time: 0.2989881039, other_time: 4.9832153320
epoch time: 25.5836524963s, input_fired_time: 0.4358854890, output_fired_time: 0.0000000000, propagate_forward_time: 24.2453994751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9023666382
validation[          , genome  9391] predictions:    9813/  10000 (98.13%), best:    9840/10000 (98.40%), error:       630.16144, best error:       489.61194 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 310.5272521973s, input_fired_time: 3.9180347919, output_fired_time: 2.9289057255, propagate_forward_time: 118.5974121094, propagate_backward_time: 180.1228332520, weight_update_time: 0.2963982821, other_time: 4.9600830078
epoch time: 24.5999870300s, input_fired_time: 0.4254032373, output_fired_time: 0.0000000000, propagate_forward_time: 23.2848796844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8897037506
validation[          , genome  9391] predictions:    9838/  10000 (98.38%), best:    9840/10000 (98.40%), error:       515.22363, best error:       489.61194 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 312.9203186035s, input_fired_time: 3.9446659088, output_fired_time: 2.9643585682, propagate_forward_time: 119.1980590820, propagate_backward_time: 181.8379211426, weight_update_time: 0.2981088459, other_time: 4.9753112793
epoch time: 25.4432277679s, input_fired_time: 0.4377759993, output_fired_time: 0.0000000000, propagate_forward_time: 24.1060867310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8993644714
validation[          , genome  9391] predictions:    9830/  10000 (98.30%), best:    9840/10000 (98.40%), error:       541.82385, best error:       489.61194 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 311.6677246094s, input_fired_time: 3.9333748817, output_fired_time: 2.9352700710, propagate_forward_time: 118.8470458984, propagate_backward_time: 180.9815521240, weight_update_time: 0.2968313098, other_time: 4.9704742432
epoch time: 25.1602306366s, input_fired_time: 0.4348658323, output_fired_time: 0.0000000000, propagate_forward_time: 23.8329143524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924503326
validation[          , genome  9391] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       485.01709, best error:       485.01709 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 315.3701782227s, input_fired_time: 3.9674451351, output_fired_time: 2.9896092415, propagate_forward_time: 119.9998168945, propagate_backward_time: 183.3995819092, weight_update_time: 0.2994675040, other_time: 5.0137176514
epoch time: 25.7168045044s, input_fired_time: 0.4418581426, output_fired_time: 0.0000000000, propagate_forward_time: 24.3628234863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9121227264
validation[          , genome  9391] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       472.79730, best error:       472.79730 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 317.2641601562s, input_fired_time: 3.9829835892, output_fired_time: 2.9991624355, propagate_forward_time: 120.7418670654, propagate_backward_time: 184.5011291504, weight_update_time: 0.3012270629, other_time: 5.0390167236
epoch time: 25.7323436737s, input_fired_time: 0.4403778911, output_fired_time: 0.0000000000, propagate_forward_time: 24.3832359314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9087295532
validation[          , genome  9391] predictions:    9812/  10000 (98.12%), best:    9849/10000 (98.49%), error:       589.10535, best error:       472.79730 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 315.0450744629s, input_fired_time: 3.9679021835, output_fired_time: 2.9854583740, propagate_forward_time: 119.9095764160, propagate_backward_time: 183.1844024658, weight_update_time: 0.3001631796, other_time: 4.9977569580
epoch time: 25.7136611938s, input_fired_time: 0.4403488040, output_fired_time: 0.0000000000, propagate_forward_time: 24.3627109528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9106006622
validation[          , genome  9391] predictions:    9846/  10000 (98.46%), best:    9849/10000 (98.49%), error:       488.38150, best error:       472.79730 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 317.9845275879s, input_fired_time: 3.9863235950, output_fired_time: 2.9965500832, propagate_forward_time: 121.2305068970, propagate_backward_time: 184.7524566650, weight_update_time: 0.3014824688, other_time: 5.0186920166
epoch time: 25.6530780792s, input_fired_time: 0.4418098330, output_fired_time: 0.0000000000, propagate_forward_time: 24.2991065979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9121608734
validation[          , genome  9391] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       480.27124, best error:       472.79730 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 319.7854003906s, input_fired_time: 4.0099039078, output_fired_time: 3.0134344101, propagate_forward_time: 121.7271423340, propagate_backward_time: 185.9846343994, weight_update_time: 0.3027987480, other_time: 5.0502777100
epoch time: 25.6423416138s, input_fired_time: 0.4431159198, output_fired_time: 0.0000000000, propagate_forward_time: 24.2922267914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9069995880
validation[          , genome  9391] predictions:    9840/  10000 (98.40%), best:    9849/10000 (98.49%), error:       519.99127, best error:       472.79730 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 319.8057861328s, input_fired_time: 4.0117335320, output_fired_time: 3.0299389362, propagate_forward_time: 121.7684173584, propagate_backward_time: 185.9473571777, weight_update_time: 0.3035720587, other_time: 5.0483551025
epoch time: 25.0768051147s, input_fired_time: 0.4304205179, output_fired_time: 0.0000000000, propagate_forward_time: 23.7493858337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8969993591
validation[          , genome  9391] predictions:    9824/  10000 (98.24%), best:    9849/10000 (98.49%), error:       530.77002, best error:       472.79730 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 316.6366271973s, input_fired_time: 3.9835121632, output_fired_time: 2.9855995178, propagate_forward_time: 120.2710037231, propagate_backward_time: 184.3893432617, weight_update_time: 0.3008109033, other_time: 5.0071716309
epoch time: 25.0600147247s, input_fired_time: 0.4339372516, output_fired_time: 0.0000000000, propagate_forward_time: 23.7326774597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8934001923
validation[          , genome  9391] predictions:    9842/  10000 (98.42%), best:    9849/10000 (98.49%), error:       482.05438, best error:       472.79730 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 314.4493408203s, input_fired_time: 3.9769878387, output_fired_time: 2.9651551247, propagate_forward_time: 119.7543182373, propagate_backward_time: 182.7726287842, weight_update_time: 0.2983712256, other_time: 4.9802551270
epoch time: 25.7017250061s, input_fired_time: 0.4404143393, output_fired_time: 0.0000000000, propagate_forward_time: 24.3553333282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9059772491
validation[          , genome  9391] predictions:    9832/  10000 (98.32%), best:    9849/10000 (98.49%), error:       559.46143, best error:       472.79730 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 319.0021972656s, input_fired_time: 4.0179824829, output_fired_time: 3.0093834400, propagate_forward_time: 121.2016601562, propagate_backward_time: 185.7264099121, weight_update_time: 0.3023785651, other_time: 5.0467834473
epoch time: 25.8398685455s, input_fired_time: 0.4452098608, output_fired_time: 0.0000000000, propagate_forward_time: 24.4862327576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9084262848
validation[          , genome  9391] predictions:    9836/  10000 (98.36%), best:    9849/10000 (98.49%), error:       529.82074, best error:       472.79730 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 314.9589233398s, input_fired_time: 3.9697513580, output_fired_time: 2.9779000282, propagate_forward_time: 119.9304885864, propagate_backward_time: 183.0917968750, weight_update_time: 0.2984817028, other_time: 4.9889831543
epoch time: 25.6289844513s, input_fired_time: 0.4408940971, output_fired_time: 0.0000000000, propagate_forward_time: 24.2788372040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9092540741
validation[          , genome  9391] predictions:    9813/  10000 (98.13%), best:    9849/10000 (98.49%), error:       553.05914, best error:       472.79730 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 317.6954345703s, input_fired_time: 3.9902837276, output_fired_time: 2.9971742630, propagate_forward_time: 120.9136810303, propagate_backward_time: 184.7876129150, weight_update_time: 0.3013350368, other_time: 5.0066833496
epoch time: 24.7218990326s, input_fired_time: 0.4288609028, output_fired_time: 0.0000000000, propagate_forward_time: 23.4096260071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8834114075
validation[          , genome  9391] predictions:    9836/  10000 (98.36%), best:    9849/10000 (98.49%), error:       476.79529, best error:       472.79730 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 312.8854370117s, input_fired_time: 3.9593377113, output_fired_time: 2.9579856396, propagate_forward_time: 118.9600753784, propagate_backward_time: 182.0338745117, weight_update_time: 0.2978535891, other_time: 4.9741516113
epoch time: 24.5229244232s, input_fired_time: 0.4295876622, output_fired_time: 0.0000000000, propagate_forward_time: 23.2108688354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8824672699
validation[          , genome  9391] predictions:    9848/  10000 (98.48%), best:    9849/10000 (98.49%), error:       516.91205, best error:       472.79730 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 315.9293212891s, input_fired_time: 3.9895501137, output_fired_time: 2.9715161324, propagate_forward_time: 120.1982574463, propagate_backward_time: 183.7716674805, weight_update_time: 0.2999884188, other_time: 4.9983062744
epoch time: 25.4844207764s, input_fired_time: 0.4355216622, output_fired_time: 0.0000000000, propagate_forward_time: 24.1598834991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8890151978
validation[          , genome  9391] predictions:    9827/  10000 (98.27%), best:    9849/10000 (98.49%), error:       560.81079, best error:       472.79730 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 317.6283569336s, input_fired_time: 3.9851360321, output_fired_time: 2.9882125854, propagate_forward_time: 120.7546539307, propagate_backward_time: 184.9104003906, weight_update_time: 0.3018555343, other_time: 4.9899444580
epoch time: 25.8202171326s, input_fired_time: 0.4455732703, output_fired_time: 0.0000000000, propagate_forward_time: 24.4614295959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9132137299
validation[          , genome  9391] predictions:    9843/  10000 (98.43%), best:    9849/10000 (98.49%), error:       513.16968, best error:       472.79730 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 314.6427001953s, input_fired_time: 3.9615473747, output_fired_time: 2.9541962147, propagate_forward_time: 119.6033630371, propagate_backward_time: 183.1473541260, weight_update_time: 0.2986652553, other_time: 4.9762420654
epoch time: 24.5992641449s, input_fired_time: 0.4300742447, output_fired_time: 0.0000000000, propagate_forward_time: 23.2819118500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8872776031
validation[          , genome  9391] predictions:    9834/  10000 (98.34%), best:    9849/10000 (98.49%), error:       559.83435, best error:       472.79730 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 318.4211730957s, input_fired_time: 4.0081291199, output_fired_time: 3.0183682442, propagate_forward_time: 120.9697341919, propagate_backward_time: 185.4150543213, weight_update_time: 0.3021236956, other_time: 5.0099029541
epoch time: 25.6167869568s, input_fired_time: 0.4433654845, output_fired_time: 0.0000000000, propagate_forward_time: 24.2669239044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9064979553
validation[          , genome  9391] predictions:    9826/  10000 (98.26%), best:    9849/10000 (98.49%), error:       551.99109, best error:       472.79730 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 316.3493652344s, input_fired_time: 3.9926342964, output_fired_time: 2.9927184582, propagate_forward_time: 120.2057495117, propagate_backward_time: 184.1456909180, weight_update_time: 0.3003551960, other_time: 5.0125732422
epoch time: 25.1647987366s, input_fired_time: 0.4325227737, output_fired_time: 0.0000000000, propagate_forward_time: 23.8327903748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8994865417
validation[          , genome  9391] predictions:    9777/  10000 (97.77%), best:    9849/10000 (98.49%), error:       741.26715, best error:       472.79730 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 314.8925476074s, input_fired_time: 3.9787869453, output_fired_time: 2.9735949039, propagate_forward_time: 119.7408447266, propagate_backward_time: 183.2064208984, weight_update_time: 0.2987163067, other_time: 4.9928894043
epoch time: 25.6156902313s, input_fired_time: 0.4419267774, output_fired_time: 0.0000000000, propagate_forward_time: 24.2739028931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8998603821
validation[          , genome  9391] predictions:    9827/  10000 (98.27%), best:    9849/10000 (98.49%), error:       531.80481, best error:       472.79730 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 316.7620544434s, input_fired_time: 4.0085873604, output_fired_time: 3.0149075985, propagate_forward_time: 120.4222106934, propagate_backward_time: 184.3153228760, weight_update_time: 0.3011453748, other_time: 5.0010528564
epoch time: 24.9798965454s, input_fired_time: 0.4385251701, output_fired_time: 0.0000000000, propagate_forward_time: 23.6483840942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8929882050
validation[          , genome  9391] predictions:    9830/  10000 (98.30%), best:    9849/10000 (98.49%), error:       566.51135, best error:       472.79730 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 316.5727539062s, input_fired_time: 4.0096206665, output_fired_time: 2.9985446930, propagate_forward_time: 120.2105941772, propagate_backward_time: 184.3098297119, weight_update_time: 0.3022390306, other_time: 5.0441741943
epoch time: 25.9767436981s, input_fired_time: 0.4515655637, output_fired_time: 0.0000000000, propagate_forward_time: 24.6103401184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9148387909
validation[          , genome  9391] predictions:    9856/  10000 (98.56%), best:    9849/10000 (98.49%), error:       480.61636, best error:       472.79730 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 320.0228576660s, input_fired_time: 4.0445609093, output_fired_time: 3.0245947838, propagate_forward_time: 121.6644668579, propagate_backward_time: 186.2372436523, weight_update_time: 0.3040387630, other_time: 5.0520019531
epoch time: 25.0849342346s, input_fired_time: 0.4436661601, output_fired_time: 0.0000000000, propagate_forward_time: 23.7389488220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9023189545
validation[          , genome  9391] predictions:    9846/  10000 (98.46%), best:    9849/10000 (98.49%), error:       493.32272, best error:       472.79730 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 321.5401306152s, input_fired_time: 4.0491166115, output_fired_time: 3.0156457424, propagate_forward_time: 122.2912902832, propagate_backward_time: 187.1175231934, weight_update_time: 0.3054547012, other_time: 5.0665588379
epoch time: 25.7496871948s, input_fired_time: 0.4485557675, output_fired_time: 0.0000000000, propagate_forward_time: 24.3915481567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9095840454
validation[          , genome  9391] predictions:    9808/  10000 (98.08%), best:    9849/10000 (98.49%), error:       623.06848, best error:       472.79730 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 321.4091796875s, input_fired_time: 4.0438017845, output_fired_time: 3.0240240097, propagate_forward_time: 122.2184066772, propagate_backward_time: 187.0415496826, weight_update_time: 0.3057910502, other_time: 5.0814056396
epoch time: 25.9256610870s, input_fired_time: 0.4538978338, output_fired_time: 0.0000000000, propagate_forward_time: 24.5484638214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9232997894
validation[          , genome  9391] predictions:    9838/  10000 (98.38%), best:    9849/10000 (98.49%), error:       493.70685, best error:       472.79730 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 320.0868225098s, input_fired_time: 4.0250644684, output_fired_time: 2.9946186543, propagate_forward_time: 121.5745162964, propagate_backward_time: 186.4394073486, weight_update_time: 0.3053676188, other_time: 5.0532073975
epoch time: 25.7609405518s, input_fired_time: 0.4492518902, output_fired_time: 0.0000000000, propagate_forward_time: 24.4020423889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9096469879
validation[          , genome  9391] predictions:    9852/  10000 (98.52%), best:    9849/10000 (98.49%), error:       491.74503, best error:       472.79730 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 322.1393127441s, input_fired_time: 4.0694451332, output_fired_time: 3.0494916439, propagate_forward_time: 122.2441101074, propagate_backward_time: 187.7036437988, weight_update_time: 0.3073717654, other_time: 5.0726013184
epoch time: 25.1492176056s, input_fired_time: 0.4434868395, output_fired_time: 0.0000000000, propagate_forward_time: 23.8074111938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8983192444
validation[          , genome  9391] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       461.24387, best error:       461.24387 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 315.1566772461s, input_fired_time: 4.0042510033, output_fired_time: 2.9722628593, propagate_forward_time: 119.8525009155, propagate_backward_time: 183.2864685059, weight_update_time: 0.3016762733, other_time: 5.0411987305
epoch time: 25.1989612579s, input_fired_time: 0.4486073256, output_fired_time: 0.0000000000, propagate_forward_time: 23.8387641907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9115905762
validation[          , genome  9391] predictions:    9837/  10000 (98.37%), best:    9859/10000 (98.59%), error:       489.39783, best error:       461.24387 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 312.7522583008s, input_fired_time: 3.9937958717, output_fired_time: 2.9645805359, propagate_forward_time: 118.9266815186, propagate_backward_time: 181.8513946533, weight_update_time: 0.3005284965, other_time: 5.0158081055
epoch time: 25.2241115570s, input_fired_time: 0.4448101223, output_fired_time: 0.0000000000, propagate_forward_time: 23.8756504059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9036502838
validation[          , genome  9391] predictions:    9843/  10000 (98.43%), best:    9859/10000 (98.59%), error:       526.19409, best error:       461.24387 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 312.8551025391s, input_fired_time: 3.9835817814, output_fired_time: 2.9398167133, propagate_forward_time: 118.9958648682, propagate_backward_time: 181.9546356201, weight_update_time: 0.2990888357, other_time: 4.9812011719
epoch time: 25.4294986725s, input_fired_time: 0.4458197653, output_fired_time: 0.0000000000, propagate_forward_time: 24.0728855133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9107933044
validation[          , genome  9391] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       452.31729, best error:       452.31729 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 317.5452270508s, input_fired_time: 4.0333900452, output_fired_time: 2.9894196987, propagate_forward_time: 120.6831970215, propagate_backward_time: 184.8110046387, weight_update_time: 0.3025525510, other_time: 5.0282287598
epoch time: 25.8482112885s, input_fired_time: 0.4539427459, output_fired_time: 0.0000000000, propagate_forward_time: 24.4886379242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056301117
validation[          , genome  9391] predictions:    9773/  10000 (97.73%), best:    9858/10000 (98.58%), error:       780.39478, best error:       452.31729 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 319.9523315430s, input_fired_time: 4.0479140282, output_fired_time: 3.0242779255, propagate_forward_time: 121.4941940308, propagate_backward_time: 186.3234710693, weight_update_time: 0.3059661686, other_time: 5.0624542236
epoch time: 25.7346668243s, input_fired_time: 0.4498757720, output_fired_time: 0.0000000000, propagate_forward_time: 24.3704910278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9143009186
validation[          , genome  9391] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       451.58035, best error:       451.58035 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 313.1243286133s, input_fired_time: 3.9990701675, output_fired_time: 2.9644911289, propagate_forward_time: 118.9643707275, propagate_backward_time: 182.1856994629, weight_update_time: 0.2996642590, other_time: 5.0106964111
epoch time: 25.8625698090s, input_fired_time: 0.4512620866, output_fired_time: 0.0000000000, propagate_forward_time: 24.5021953583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9091129303
validation[          , genome  9391] predictions:    9831/  10000 (98.31%), best:    9858/10000 (98.58%), error:       498.58817, best error:       451.58035 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 321.0769958496s, input_fired_time: 4.0563845634, output_fired_time: 3.0374772549, propagate_forward_time: 121.7805328369, propagate_backward_time: 187.1376342773, weight_update_time: 0.3077733815, other_time: 5.0649566650
epoch time: 25.3639659882s, input_fired_time: 0.4465272427, output_fired_time: 0.0000000000, propagate_forward_time: 24.0159606934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9014778137
validation[          , genome  9391] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       464.03384, best error:       451.58035 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 315.0484008789s, input_fired_time: 4.0236434937, output_fired_time: 2.9831690788, propagate_forward_time: 119.8019561768, propagate_backward_time: 183.2123260498, weight_update_time: 0.3022908270, other_time: 5.0273132324
epoch time: 25.6984577179s, input_fired_time: 0.4523420930, output_fired_time: 0.0000000000, propagate_forward_time: 24.3323993683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9137153625
validation[          , genome  9391] predictions:    9838/  10000 (98.38%), best:    9858/10000 (98.58%), error:       495.33990, best error:       451.58035 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 315.1033630371s, input_fired_time: 4.0206322670, output_fired_time: 2.9659581184, propagate_forward_time: 119.6351394653, propagate_backward_time: 183.4403533936, weight_update_time: 0.3014262319, other_time: 5.0412750244
epoch time: 24.8320026398s, input_fired_time: 0.4410372674, output_fired_time: 0.0000000000, propagate_forward_time: 23.5020427704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8889217377
validation[          , genome  9391] predictions:    9856/  10000 (98.56%), best:    9858/10000 (98.58%), error:       483.11533, best error:       451.58035 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 318.2406005859s, input_fired_time: 4.0505051613, output_fired_time: 3.0106713772, propagate_forward_time: 120.8063659668, propagate_backward_time: 185.3157043457, weight_update_time: 0.3034818470, other_time: 5.0573425293
epoch time: 25.5487079620s, input_fired_time: 0.4492604136, output_fired_time: 0.0000000000, propagate_forward_time: 24.1837806702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9156665802
validation[          , genome  9391] predictions:    9851/  10000 (98.51%), best:    9858/10000 (98.58%), error:       486.74158, best error:       451.58035 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 311.0064697266s, input_fired_time: 3.9838669300, output_fired_time: 2.9467036724, propagate_forward_time: 118.0111312866, propagate_backward_time: 181.0790863037, weight_update_time: 0.2965312898, other_time: 4.9856719971
epoch time: 25.8459548950s, input_fired_time: 0.4532678425, output_fired_time: 0.0000000000, propagate_forward_time: 24.4732532501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9194335938
validation[          , genome  9391] predictions:    9830/  10000 (98.30%), best:    9858/10000 (98.58%), error:       536.71802, best error:       451.58035 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 317.9682006836s, input_fired_time: 4.0491080284, output_fired_time: 3.0184953213, propagate_forward_time: 120.5265274048, propagate_backward_time: 185.3130035400, weight_update_time: 0.3046700358, other_time: 5.0610809326
epoch time: 25.5643177032s, input_fired_time: 0.4484629631, output_fired_time: 0.0000000000, propagate_forward_time: 24.2038288116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9120254517
validation[          , genome  9391] predictions:    9850/  10000 (98.50%), best:    9858/10000 (98.58%), error:       499.98401, best error:       451.58035 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 320.0296325684s, input_fired_time: 4.0586004257, output_fired_time: 3.0127782822, propagate_forward_time: 121.4994964600, propagate_backward_time: 186.3888244629, weight_update_time: 0.3063181043, other_time: 5.0699310303
epoch time: 25.6668834686s, input_fired_time: 0.4502530992, output_fired_time: 0.0000000000, propagate_forward_time: 24.3055381775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9110927582
validation[          , genome  9391] predictions:    9830/  10000 (98.30%), best:    9858/10000 (98.58%), error:       576.42450, best error:       451.58035 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 318.1859436035s, input_fired_time: 4.0420641899, output_fired_time: 2.9842445850, propagate_forward_time: 120.9986648560, propagate_backward_time: 185.1199951172, weight_update_time: 0.3045443594, other_time: 5.0409851074
epoch time: 24.8531227112s, input_fired_time: 0.4434238374, output_fired_time: 0.0000000000, propagate_forward_time: 23.5115013123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8981971741
validation[          , genome  9391] predictions:    9860/  10000 (98.60%), best:    9858/10000 (98.58%), error:       464.25870, best error:       451.58035 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 313.6878662109s, input_fired_time: 4.0085854530, output_fired_time: 2.9654610157, propagate_forward_time: 119.0889282227, propagate_backward_time: 182.6194000244, weight_update_time: 0.2999036908, other_time: 5.0055084229
epoch time: 24.9148273468s, input_fired_time: 0.4399803281, output_fired_time: 0.0000000000, propagate_forward_time: 23.5784664154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8963813782
validation[          , genome  9391] predictions:    9823/  10000 (98.23%), best:    9858/10000 (98.58%), error:       593.44757, best error:       451.58035 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 316.4727172852s, input_fired_time: 4.0263886452, output_fired_time: 2.9749934673, propagate_forward_time: 120.1309356689, propagate_backward_time: 184.2979125977, weight_update_time: 0.3044319749, other_time: 5.0424652100
epoch time: 25.7507648468s, input_fired_time: 0.4519719183, output_fired_time: 0.0000000000, propagate_forward_time: 24.3894462585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9093475342
validation[          , genome  9391] predictions:    9836/  10000 (98.36%), best:    9858/10000 (98.58%), error:       535.15265, best error:       451.58035 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 315.9055480957s, input_fired_time: 4.0232353210, output_fired_time: 2.9554202557, propagate_forward_time: 119.9625396729, propagate_backward_time: 183.9474334717, weight_update_time: 0.3037001491, other_time: 5.0169372559
epoch time: 25.8224372864s, input_fired_time: 0.4580170810, output_fired_time: 0.0000000000, propagate_forward_time: 24.4511737823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9132461548
validation[          , genome  9391] predictions:    9853/  10000 (98.53%), best:    9858/10000 (98.58%), error:       472.78448, best error:       451.58035 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 317.6257629395s, input_fired_time: 4.0474815369, output_fired_time: 2.9928147793, propagate_forward_time: 120.6110534668, propagate_backward_time: 184.9432830811, weight_update_time: 0.3043994606, other_time: 5.0311126709
epoch time: 25.7565593719s, input_fired_time: 0.4493360519, output_fired_time: 0.0000000000, propagate_forward_time: 24.3971900940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9100341797
validation[          , genome  9391] predictions:    9852/  10000 (98.52%), best:    9858/10000 (98.58%), error:       489.27356, best error:       451.58035 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 319.1398010254s, input_fired_time: 4.0444417000, output_fired_time: 3.0006220341, propagate_forward_time: 121.1305465698, propagate_backward_time: 185.9120635986, weight_update_time: 0.3056304753, other_time: 5.0521392822
epoch time: 25.7401733398s, input_fired_time: 0.4539057910, output_fired_time: 0.0000000000, propagate_forward_time: 24.3685226440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9177455902
validation[          , genome  9391] predictions:    9850/  10000 (98.50%), best:    9858/10000 (98.58%), error:       459.43097, best error:       451.58035 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 317.5506896973s, input_fired_time: 4.0480256081, output_fired_time: 3.0018520355, propagate_forward_time: 120.7341079712, propagate_backward_time: 184.7249298096, weight_update_time: 0.3051840663, other_time: 5.0417633057
epoch time: 24.1608181000s, input_fired_time: 0.4310306013, output_fired_time: 0.0000000000, propagate_forward_time: 22.8508892059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8788986206
validation[          , genome  9391] predictions:    9819/  10000 (98.19%), best:    9858/10000 (98.58%), error:       534.67236, best error:       451.58035 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 313.8872070312s, input_fired_time: 4.0160589218, output_fired_time: 2.9803440571, propagate_forward_time: 119.3750686646, propagate_backward_time: 182.4774627686, weight_update_time: 0.3022107780, other_time: 5.0382843018
epoch time: 25.7623157501s, input_fired_time: 0.4569770992, output_fired_time: 0.0000000000, propagate_forward_time: 24.3856296539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9197082520
validation[          , genome  9391] predictions:    9832/  10000 (98.32%), best:    9858/10000 (98.58%), error:       535.92053, best error:       451.58035 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 322.3150634766s, input_fired_time: 4.1012225151, output_fired_time: 3.0413196087, propagate_forward_time: 122.2366027832, propagate_backward_time: 187.8321380615, weight_update_time: 0.3103435338, other_time: 5.1037750244
epoch time: 25.8251514435s, input_fired_time: 0.4522707760, output_fired_time: 0.0000000000, propagate_forward_time: 24.4528541565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9200267792
validation[          , genome  9391] predictions:    9830/  10000 (98.30%), best:    9858/10000 (98.58%), error:       542.45624, best error:       451.58035 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 321.2214050293s, input_fired_time: 4.0754098892, output_fired_time: 3.0301468372, propagate_forward_time: 121.8310623169, propagate_backward_time: 187.1970367432, weight_update_time: 0.3081026077, other_time: 5.0877532959
epoch time: 25.8111476898s, input_fired_time: 0.4563031793, output_fired_time: 0.0000000000, propagate_forward_time: 24.4546947479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9001502991
validation[          , genome  9391] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       451.45367, best error:       451.45367 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 321.1119995117s, input_fired_time: 4.0770878792, output_fired_time: 3.0164017677, propagate_forward_time: 121.8482437134, propagate_backward_time: 187.0915527344, weight_update_time: 0.3089548647, other_time: 5.0787353516
epoch time: 25.7105998993s, input_fired_time: 0.4556215107, output_fired_time: 0.0000000000, propagate_forward_time: 24.3463344574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9086437225
validation[          , genome  9391] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       438.46671, best error:       438.46671 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 320.5235900879s, input_fired_time: 4.0716729164, output_fired_time: 3.0117228031, propagate_forward_time: 121.7033157349, propagate_backward_time: 186.6650695801, weight_update_time: 0.3074088693, other_time: 5.0718078613
epoch time: 25.7615013123s, input_fired_time: 0.4573523700, output_fired_time: 0.0000000000, propagate_forward_time: 24.4119453430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8922042847
validation[          , genome  9391] predictions:    9870/  10000 (98.70%), best:    9860/10000 (98.60%), error:       440.72684, best error:       438.46671 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 320.3618774414s, input_fired_time: 4.0722846985, output_fired_time: 3.0060768127, propagate_forward_time: 121.6126861572, propagate_backward_time: 186.5989685059, weight_update_time: 0.3076800108, other_time: 5.0718536377
epoch time: 25.7525272369s, input_fired_time: 0.4583504796, output_fired_time: 0.0000000000, propagate_forward_time: 24.3803577423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9138183594
validation[          , genome  9391] predictions:    9856/  10000 (98.56%), best:    9860/10000 (98.60%), error:       468.87576, best error:       438.46671 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 322.2281188965s, input_fired_time: 4.0967240334, output_fired_time: 3.0452671051, propagate_forward_time: 122.1478652954, propagate_backward_time: 187.8226470947, weight_update_time: 0.3108863533, other_time: 5.1156463623
epoch time: 25.8001079559s, input_fired_time: 0.4587651789, output_fired_time: 0.0000000000, propagate_forward_time: 24.4184379578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9229049683
validation[          , genome  9391] predictions:    9837/  10000 (98.37%), best:    9860/10000 (98.60%), error:       492.24622, best error:       438.46671 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 321.5390625000s, input_fired_time: 4.0898566246, output_fired_time: 3.0283937454, propagate_forward_time: 121.9684219360, propagate_backward_time: 187.3690338135, weight_update_time: 0.3113918006, other_time: 5.0833892822
epoch time: 25.8260116577s, input_fired_time: 0.4586306810, output_fired_time: 0.0000000000, propagate_forward_time: 24.4463787079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9210014343
validation[          , genome  9391] predictions:    9861/  10000 (98.61%), best:    9860/10000 (98.60%), error:       454.74265, best error:       438.46671 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 321.2268066406s, input_fired_time: 4.0894942284, output_fired_time: 3.0245783329, propagate_forward_time: 121.8556900024, propagate_backward_time: 187.1713714600, weight_update_time: 0.3118462265, other_time: 5.0856781006
epoch time: 25.7423496246s, input_fired_time: 0.4597000182, output_fired_time: 0.0000000000, propagate_forward_time: 24.3649387360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9177112579
validation[          , genome  9391] predictions:    9841/  10000 (98.41%), best:    9860/10000 (98.60%), error:       493.05847, best error:       438.46671 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 320.2599182129s, input_fired_time: 4.0789918900, output_fired_time: 3.0216639042, propagate_forward_time: 121.4561843872, propagate_backward_time: 186.6096954346, weight_update_time: 0.3089226484, other_time: 5.0933990479
epoch time: 25.7100925446s, input_fired_time: 0.4549199045, output_fired_time: 0.0000000000, propagate_forward_time: 24.3451652527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9100074768
validation[          , genome  9391] predictions:    9835/  10000 (98.35%), best:    9860/10000 (98.60%), error:       522.49634, best error:       438.46671 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 320.0512695312s, input_fired_time: 4.0737938881, output_fired_time: 3.0096282959, propagate_forward_time: 121.5365142822, propagate_backward_time: 186.3538665771, weight_update_time: 0.3083313406, other_time: 5.0774536133
epoch time: 25.7308216095s, input_fired_time: 0.4561030567, output_fired_time: 0.0000000000, propagate_forward_time: 24.3553600311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9193592072
validation[          , genome  9391] predictions:    9833/  10000 (98.33%), best:    9860/10000 (98.60%), error:       510.38870, best error:       438.46671 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 321.1856994629s, input_fired_time: 4.0895280838, output_fired_time: 3.0346665382, propagate_forward_time: 121.9171981812, propagate_backward_time: 187.0697021484, weight_update_time: 0.3099630773, other_time: 5.0745849609
epoch time: 25.7636394501s, input_fired_time: 0.4565032423, output_fired_time: 0.0000000000, propagate_forward_time: 24.4020004272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9051361084
validation[          , genome  9391] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       483.05063, best error:       438.46671 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 320.7256469727s, input_fired_time: 4.0821442604, output_fired_time: 3.0138387680, propagate_forward_time: 121.7585296631, propagate_backward_time: 186.7978820801, weight_update_time: 0.3096718490, other_time: 5.0732574463
epoch time: 25.7325267792s, input_fired_time: 0.4583586454, output_fired_time: 0.0000000000, propagate_forward_time: 24.3669052124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9072628021
validation[          , genome  9391] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       516.11157, best error:       438.46671 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 320.9401855469s, input_fired_time: 4.0864305496, output_fired_time: 3.0240137577, propagate_forward_time: 121.8323822021, propagate_backward_time: 186.9129180908, weight_update_time: 0.3096251190, other_time: 5.0844421387
epoch time: 25.8259239197s, input_fired_time: 0.4574635625, output_fired_time: 0.0000000000, propagate_forward_time: 24.4474678040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9209918976
validation[          , genome  9391] predictions:    9822/  10000 (98.22%), best:    9860/10000 (98.60%), error:       581.56427, best error:       438.46671 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 321.7895812988s, input_fired_time: 4.0986676216, output_fired_time: 3.0467081070, propagate_forward_time: 122.1144180298, propagate_backward_time: 187.4727478027, weight_update_time: 0.3119767308, other_time: 5.0570373535
epoch time: 25.7875442505s, input_fired_time: 0.4570709169, output_fired_time: 0.0000000000, propagate_forward_time: 24.4198951721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9105777740
validation[          , genome  9391] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       519.34229, best error:       438.46671 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 321.1274108887s, input_fired_time: 4.0846529007, output_fired_time: 3.0185911655, propagate_forward_time: 121.9777755737, propagate_backward_time: 186.9774932861, weight_update_time: 0.3094755411, other_time: 5.0688934326
epoch time: 25.7799968719s, input_fired_time: 0.4567856491, output_fired_time: 0.0000000000, propagate_forward_time: 24.4021873474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9210243225
validation[          , genome  9391] predictions:    9825/  10000 (98.25%), best:    9860/10000 (98.60%), error:       561.29272, best error:       438.46671 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 321.3815002441s, input_fired_time: 4.0960917473, output_fired_time: 3.0378646851, propagate_forward_time: 121.8452682495, propagate_backward_time: 187.3122100830, weight_update_time: 0.3116005063, other_time: 5.0900421143
epoch time: 25.5695629120s, input_fired_time: 0.4578002393, output_fired_time: 0.0000000000, propagate_forward_time: 24.2028827667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9088802338
validation[          , genome  9391] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       470.40652, best error:       438.46671 on epoch:    87, 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: 128.7441101074s, input_fired_time: 2.2953934669, output_fired_time: 0.0000000000, propagate_forward_time: 121.8520126343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5967025757
best training[          , genome  9391] predictions:   49982/  50000 (99.96%), best:    9860/10000 (98.60%), error:       287.70993, best error:       438.46671 on epoch:    87, 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: 25.7164611816s, input_fired_time: 0.4503581226, output_fired_time: 0.0000000000, propagate_forward_time: 24.3620128632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9040908813
   testing[          , genome  9391] predictions:    9869/  10000 (98.69%), best:    9860/10000 (98.60%), error:       399.84702, best error:       438.46671 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:58:07 (70249): called boinc_finish(0)

</stderr_txt>
]]>