Nameexact_genome_1512568488_41_7111_1
Workunit2606823
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline14 Dec 2017, 19:00:44 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 40 min 55 sec
CPU time3 hours 39 min 52 sec
Validate stateValid
Credit1,697.97
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.79 MB
Peak swap size158.21 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
7, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123138428
validation[          , genome  7111] predictions:    9631/  10000 (96.31%), best:    9679/10000 (96.79%), error:      1191.85205, best error:      1097.02771 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 120.3722534180s, input_fired_time: 1.0505695343, output_fired_time: 0.9284248352, propagate_forward_time: 45.8423995972, propagate_backward_time: 69.7024078369, weight_update_time: 0.1557631791, other_time: 2.8484573364
epoch time: 9.6660280228s, input_fired_time: 0.1322164237, output_fired_time: 0.0000000000, propagate_forward_time: 9.0363588333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974527359
validation[          , genome  7111] predictions:    9656/  10000 (96.56%), best:    9679/10000 (96.79%), error:      1099.34277, best error:      1097.02771 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.7865982056s, input_fired_time: 1.0562816858, output_fired_time: 0.9340716004, propagate_forward_time: 45.6192932129, propagate_backward_time: 69.3192672729, weight_update_time: 0.1554248780, other_time: 2.8576812744
epoch time: 10.0718784332s, input_fired_time: 0.1337388456, output_fired_time: 0.0000000000, propagate_forward_time: 9.4245738983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135660172
validation[          , genome  7111] predictions:    9482/  10000 (94.82%), best:    9679/10000 (96.79%), error:      1610.42383, best error:      1097.02771 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 120.3719940186s, input_fired_time: 1.0500313044, output_fired_time: 0.9406927228, propagate_forward_time: 45.8367614746, propagate_backward_time: 69.6662063599, weight_update_time: 0.1558531672, other_time: 2.8783035278
epoch time: 10.0416498184s, input_fired_time: 0.1366277337, output_fired_time: 0.0000000000, propagate_forward_time: 9.3828306198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221910477
validation[          , genome  7111] predictions:    9650/  10000 (96.50%), best:    9679/10000 (96.79%), error:      1160.55579, best error:      1097.02771 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 120.3387680054s, input_fired_time: 1.0556114912, output_fired_time: 0.9414554834, propagate_forward_time: 45.7860527039, propagate_backward_time: 69.6404113770, weight_update_time: 0.1566041559, other_time: 2.9152374268
epoch time: 9.6280498505s, input_fired_time: 0.1301202327, output_fired_time: 0.0000000000, propagate_forward_time: 9.0060901642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918394089
validation[          , genome  7111] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1038.41357, best error:      1038.41357 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 120.4833831787s, input_fired_time: 1.0605081320, output_fired_time: 0.9247882962, propagate_forward_time: 45.8565216064, propagate_backward_time: 69.7822875977, weight_update_time: 0.1548636854, other_time: 2.8592758179
epoch time: 9.8301134109s, input_fired_time: 0.1313421428, output_fired_time: 0.0000000000, propagate_forward_time: 9.1873226166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5114488602
validation[          , genome  7111] predictions:    9638/  10000 (96.38%), best:    9686/10000 (96.86%), error:      1166.75110, best error:      1038.41357 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.6369781494s, input_fired_time: 1.0403969288, output_fired_time: 0.9218756557, propagate_forward_time: 45.5881690979, propagate_backward_time: 69.2650680542, weight_update_time: 0.1597451419, other_time: 2.8214645386
epoch time: 9.7997179031s, input_fired_time: 0.1323456168, output_fired_time: 0.0000000000, propagate_forward_time: 9.1616249084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057477951
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       996.63672, best error:       996.63672 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.9629669189s, input_fired_time: 1.0477153063, output_fired_time: 0.9442721605, propagate_forward_time: 45.6960182190, propagate_backward_time: 69.3906860352, weight_update_time: 0.1568247676, other_time: 2.8842773438
epoch time: 9.7575254440s, input_fired_time: 0.1308841407, output_fired_time: 0.0000000000, propagate_forward_time: 9.1305303574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961109161
validation[          , genome  7111] predictions:    9690/  10000 (96.90%), best:    9707/10000 (97.07%), error:      1143.79504, best error:       996.63672 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 121.8470153809s, input_fired_time: 1.0829430819, output_fired_time: 0.9632917643, propagate_forward_time: 46.4058685303, propagate_backward_time: 70.5006713867, weight_update_time: 0.1627084464, other_time: 2.8942337036
epoch time: 9.9283866882s, input_fired_time: 0.1389808357, output_fired_time: 0.0000000000, propagate_forward_time: 9.2736530304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157527924
validation[          , genome  7111] predictions:    9625/  10000 (96.25%), best:    9707/10000 (97.07%), error:      1219.88562, best error:       996.63672 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 119.2057266235s, input_fired_time: 1.0458981991, output_fired_time: 0.9419879317, propagate_forward_time: 45.3451766968, propagate_backward_time: 69.0099563599, weight_update_time: 0.1564123631, other_time: 2.8627090454
epoch time: 9.6762285233s, input_fired_time: 0.1339935213, output_fired_time: 0.0000000000, propagate_forward_time: 9.0414686203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007667542
validation[          , genome  7111] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1052.64490, best error:       996.63672 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.9651641846s, input_fired_time: 1.0507769585, output_fired_time: 0.9314941764, propagate_forward_time: 45.7037773132, propagate_backward_time: 69.4159240723, weight_update_time: 0.1560352743, other_time: 2.8631896973
epoch time: 9.6829452515s, input_fired_time: 0.1344666332, output_fired_time: 0.0000000000, propagate_forward_time: 9.0522651672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962139130
validation[          , genome  7111] predictions:    9701/  10000 (97.01%), best:    9707/10000 (97.07%), error:      1007.00696, best error:       996.63672 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.9016418457s, input_fired_time: 1.0472660065, output_fired_time: 0.9287329912, propagate_forward_time: 45.2221145630, propagate_backward_time: 68.8188781738, weight_update_time: 0.1573574692, other_time: 2.8846511841
epoch time: 9.7020559311s, input_fired_time: 0.1326241493, output_fired_time: 0.0000000000, propagate_forward_time: 9.0758352280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935960770
validation[          , genome  7111] predictions:    9628/  10000 (96.28%), best:    9707/10000 (97.07%), error:      1191.18823, best error:       996.63672 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.2164382935s, input_fired_time: 1.0589888096, output_fired_time: 0.9619558454, propagate_forward_time: 45.7260437012, propagate_backward_time: 69.5919342041, weight_update_time: 0.1553507745, other_time: 2.8775177002
epoch time: 9.7363948822s, input_fired_time: 0.1359643191, output_fired_time: 0.0000000000, propagate_forward_time: 9.0997171402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007133484
validation[          , genome  7111] predictions:    9711/  10000 (97.11%), best:    9707/10000 (97.07%), error:      1005.57336, best error:       996.63672 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 121.5767898560s, input_fired_time: 1.0374233723, output_fired_time: 0.9463160634, propagate_forward_time: 46.3171691895, propagate_backward_time: 70.3865661621, weight_update_time: 0.1540831476, other_time: 2.8893127441
epoch time: 9.7767200470s, input_fired_time: 0.1314272434, output_fired_time: 0.0000000000, propagate_forward_time: 9.1524009705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928922653
validation[          , genome  7111] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1051.36169, best error:       996.63672 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.5440216064s, input_fired_time: 1.0528610945, output_fired_time: 0.9334906340, propagate_forward_time: 45.5062294006, propagate_backward_time: 69.2214050293, weight_update_time: 0.1553529352, other_time: 2.8300323486
epoch time: 9.7173957825s, input_fired_time: 0.1345973164, output_fired_time: 0.0000000000, propagate_forward_time: 9.0846481323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981498718
validation[          , genome  7111] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       965.68079, best error:       965.68079 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.0172958374s, input_fired_time: 1.0506006479, output_fired_time: 0.9200595021, propagate_forward_time: 45.2271232605, propagate_backward_time: 68.9213409424, weight_update_time: 0.1661487520, other_time: 2.8981781006
epoch time: 9.6702394485s, input_fired_time: 0.1353906542, output_fired_time: 0.0000000000, propagate_forward_time: 9.0383844376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964647293
validation[          , genome  7111] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:      1018.17645, best error:       965.68079 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.2666244507s, input_fired_time: 1.0498698950, output_fired_time: 0.9293796420, propagate_forward_time: 45.4230194092, propagate_backward_time: 69.0225067139, weight_update_time: 0.1550523937, other_time: 2.8418426514
epoch time: 10.0000123978s, input_fired_time: 0.1403953433, output_fired_time: 0.0000000000, propagate_forward_time: 9.3521938324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074234009
validation[          , genome  7111] predictions:    9682/  10000 (96.82%), best:    9722/10000 (97.22%), error:      1081.47327, best error:       965.68079 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 120.4930114746s, input_fired_time: 1.0687185526, output_fired_time: 0.9389051199, propagate_forward_time: 45.7856941223, propagate_backward_time: 69.8090667725, weight_update_time: 0.1555659026, other_time: 2.8906250000
epoch time: 9.7611818314s, input_fired_time: 0.1351846606, output_fired_time: 0.0000000000, propagate_forward_time: 9.1169443130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090532303
validation[          , genome  7111] predictions:    9687/  10000 (96.87%), best:    9722/10000 (97.22%), error:      1054.05164, best error:       965.68079 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 120.1560516357s, input_fired_time: 1.0528135300, output_fired_time: 0.9378627539, propagate_forward_time: 45.6773338318, propagate_backward_time: 69.6202850342, weight_update_time: 0.1555610448, other_time: 2.8677520752
epoch time: 9.8520984650s, input_fired_time: 0.1312602162, output_fired_time: 0.0000000000, propagate_forward_time: 9.2265481949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942903519
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9722/10000 (97.22%), error:       982.82971, best error:       965.68079 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 118.4343643188s, input_fired_time: 1.0512176752, output_fired_time: 0.9248417616, propagate_forward_time: 45.0500717163, propagate_backward_time: 68.5216522217, weight_update_time: 0.1575257927, other_time: 2.8865814209
epoch time: 9.7137136459s, input_fired_time: 0.1351386458, output_fired_time: 0.0000000000, propagate_forward_time: 9.0789022446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996728897
validation[          , genome  7111] predictions:    9709/  10000 (97.09%), best:    9722/10000 (97.22%), error:       983.83252, best error:       965.68079 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.0540008545s, input_fired_time: 1.0582680702, output_fired_time: 0.9261601567, propagate_forward_time: 45.2925109863, propagate_backward_time: 68.8836746216, weight_update_time: 0.1580259055, other_time: 2.8933868408
epoch time: 9.8009166718s, input_fired_time: 0.1342141181, output_fired_time: 0.0000000000, propagate_forward_time: 9.1701831818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965190887
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       947.66406, best error:       947.66406 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.7968292236s, input_fired_time: 1.0718785524, output_fired_time: 0.9454838634, propagate_forward_time: 45.5542602539, propagate_backward_time: 69.4169082642, weight_update_time: 0.1642207801, other_time: 2.8083038330
epoch time: 9.7088298798s, input_fired_time: 0.1349177212, output_fired_time: 0.0000000000, propagate_forward_time: 9.0765609741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973516464
validation[          , genome  7111] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1043.79541, best error:       947.66406 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 121.3797683716s, input_fired_time: 1.0651581287, output_fired_time: 0.9399621487, propagate_forward_time: 46.2017631531, propagate_backward_time: 70.2476272583, weight_update_time: 0.1631031781, other_time: 2.9252548218
epoch time: 10.0269565582s, input_fired_time: 0.1452435851, output_fired_time: 0.0000000000, propagate_forward_time: 9.3677425385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139703751
validation[          , genome  7111] predictions:    9674/  10000 (96.74%), best:    9707/10000 (97.07%), error:      1077.21313, best error:       947.66406 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 119.6278228760s, input_fired_time: 1.0470591784, output_fired_time: 0.9333305955, propagate_forward_time: 45.5092658997, propagate_backward_time: 69.2738952637, weight_update_time: 0.1559663713, other_time: 2.8642730713
epoch time: 9.8270006180s, input_fired_time: 0.1324038506, output_fired_time: 0.0000000000, propagate_forward_time: 9.2001419067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944553375
validation[          , genome  7111] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1080.73169, best error:       947.66406 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 120.4054489136s, input_fired_time: 1.0738914013, output_fired_time: 0.9508312345, propagate_forward_time: 45.7931022644, propagate_backward_time: 69.7365341187, weight_update_time: 0.1563149095, other_time: 2.8510971069
epoch time: 9.6776781082s, input_fired_time: 0.1351904869, output_fired_time: 0.0000000000, propagate_forward_time: 9.0484113693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940767288
validation[          , genome  7111] predictions:    9674/  10000 (96.74%), best:    9707/10000 (97.07%), error:      1034.54553, best error:       947.66406 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.6537780762s, input_fired_time: 1.0728123188, output_fired_time: 0.9217230082, propagate_forward_time: 45.0997390747, propagate_backward_time: 68.6981964111, weight_update_time: 0.1560703069, other_time: 2.8613052368
epoch time: 9.6818561554s, input_fired_time: 0.1329440475, output_fired_time: 0.0000000000, propagate_forward_time: 9.0622005463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867115021
validation[          , genome  7111] predictions:    9694/  10000 (96.94%), best:    9707/10000 (97.07%), error:       992.53516, best error:       947.66406 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.8167419434s, input_fired_time: 1.0569374561, output_fired_time: 0.9398648143, propagate_forward_time: 46.0227470398, propagate_backward_time: 69.9021606445, weight_update_time: 0.1560415924, other_time: 2.8950347900
epoch time: 9.9642143250s, input_fired_time: 0.1316100508, output_fired_time: 0.0000000000, propagate_forward_time: 9.3266716003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059328079
validation[          , genome  7111] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1124.83826, best error:       947.66406 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.6553878784s, input_fired_time: 1.0671615601, output_fired_time: 0.9353338480, propagate_forward_time: 45.5327796936, propagate_backward_time: 69.2344055176, weight_update_time: 0.1562169343, other_time: 2.8857116699
epoch time: 9.7598857880s, input_fired_time: 0.1325775981, output_fired_time: 0.0000000000, propagate_forward_time: 9.1334495544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938583374
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9707/10000 (97.07%), error:       999.16669, best error:       947.66406 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 120.6309051514s, input_fired_time: 1.0698428154, output_fired_time: 0.9412766695, propagate_forward_time: 45.9255943298, propagate_backward_time: 69.8386001587, weight_update_time: 0.1567205042, other_time: 2.8555984497
epoch time: 9.7816047668s, input_fired_time: 0.1331981421, output_fired_time: 0.0000000000, propagate_forward_time: 9.1565151215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918918610
validation[          , genome  7111] predictions:    9673/  10000 (96.73%), best:    9707/10000 (97.07%), error:      1078.54626, best error:       947.66406 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.9656448364s, input_fired_time: 1.0673503876, output_fired_time: 0.9376319051, propagate_forward_time: 45.6797676086, propagate_backward_time: 69.4080352783, weight_update_time: 0.1561010629, other_time: 2.8728637695
epoch time: 9.7571735382s, input_fired_time: 0.1356876045, output_fired_time: 0.0000000000, propagate_forward_time: 9.1265106201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949750900
validation[          , genome  7111] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       902.96027, best error:       902.96027 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 119.7691421509s, input_fired_time: 1.0703276396, output_fired_time: 0.9302787185, propagate_forward_time: 45.6086921692, propagate_backward_time: 69.2481384277, weight_update_time: 0.1574169993, other_time: 2.9117126465
epoch time: 9.7668094635s, input_fired_time: 0.1324301362, output_fired_time: 0.0000000000, propagate_forward_time: 9.1334228516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009565353
validation[          , genome  7111] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       987.81262, best error:       902.96027 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 120.8731002808s, input_fired_time: 1.0504711866, output_fired_time: 0.9220360518, propagate_forward_time: 46.0407447815, propagate_backward_time: 69.9524459839, weight_update_time: 0.1635343581, other_time: 2.9074020386
epoch time: 9.8059177399s, input_fired_time: 0.1326683462, output_fired_time: 0.0000000000, propagate_forward_time: 9.1798486710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934005737
validation[          , genome  7111] predictions:    9643/  10000 (96.43%), best:    9728/10000 (97.28%), error:      1173.88135, best error:       902.96027 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.9309921265s, input_fired_time: 1.0705864429, output_fired_time: 0.9337459803, propagate_forward_time: 45.6208534241, propagate_backward_time: 69.4630203247, weight_update_time: 0.1543513536, other_time: 2.8427810669
epoch time: 9.8463592529s, input_fired_time: 0.1388974339, output_fired_time: 0.0000000000, propagate_forward_time: 9.2140808105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933805466
validation[          , genome  7111] predictions:    9674/  10000 (96.74%), best:    9728/10000 (97.28%), error:      1034.58386, best error:       902.96027 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 119.4280548096s, input_fired_time: 1.0603507757, output_fired_time: 0.9322067499, propagate_forward_time: 45.4202728271, propagate_backward_time: 69.1295471191, weight_update_time: 0.1598361582, other_time: 2.8856811523
epoch time: 9.6724967957s, input_fired_time: 0.1346090734, output_fired_time: 0.0000000000, propagate_forward_time: 9.0395374298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983501434
validation[          , genome  7111] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:       994.04895, best error:       902.96027 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 119.2493362427s, input_fired_time: 1.0576354265, output_fired_time: 0.9261259437, propagate_forward_time: 45.3196449280, propagate_backward_time: 69.0767669678, weight_update_time: 0.1567921638, other_time: 2.8691711426
epoch time: 9.7198295593s, input_fired_time: 0.1375414282, output_fired_time: 0.0000000000, propagate_forward_time: 9.0827465057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995412827
validation[          , genome  7111] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1041.58447, best error:       902.96027 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 120.0975952148s, input_fired_time: 1.0873507261, output_fired_time: 0.9451922178, propagate_forward_time: 45.7192840576, propagate_backward_time: 69.4248733521, weight_update_time: 0.1616727412, other_time: 2.9208984375
epoch time: 10.0314502716s, input_fired_time: 0.1441960484, output_fired_time: 0.0000000000, propagate_forward_time: 9.3510074615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362462997
validation[          , genome  7111] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:      1037.25049, best error:       902.96027 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 121.4102554321s, input_fired_time: 1.0494325161, output_fired_time: 0.9457578063, propagate_forward_time: 46.2452812195, propagate_backward_time: 70.2891769409, weight_update_time: 0.1682723016, other_time: 2.8806076050
epoch time: 9.7531614304s, input_fired_time: 0.1364398897, output_fired_time: 0.0000000000, propagate_forward_time: 9.1091413498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075798035
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       958.52795, best error:       902.96027 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 120.2836074829s, input_fired_time: 1.0508980751, output_fired_time: 0.9396359921, propagate_forward_time: 45.7150764465, propagate_backward_time: 69.7421646118, weight_update_time: 0.1576911807, other_time: 2.8358383179
epoch time: 9.8633117676s, input_fired_time: 0.1334685385, output_fired_time: 0.0000000000, propagate_forward_time: 9.2319307327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979124069
validation[          , genome  7111] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1004.98395, best error:       902.96027 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.9086532593s, input_fired_time: 1.0619198084, output_fired_time: 0.9221920967, propagate_forward_time: 45.2268218994, propagate_backward_time: 68.7428054810, weight_update_time: 0.1577596068, other_time: 2.9549102783
epoch time: 9.8094310760s, input_fired_time: 0.1362303495, output_fired_time: 0.0000000000, propagate_forward_time: 9.1758232117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973773956
validation[          , genome  7111] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       980.05768, best error:       902.96027 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 120.2523803711s, input_fired_time: 1.0554863214, output_fired_time: 0.9470512271, propagate_forward_time: 45.7929763794, propagate_backward_time: 69.6448211670, weight_update_time: 0.1575696915, other_time: 2.8120422363
epoch time: 9.8103351593s, input_fired_time: 0.1335175186, output_fired_time: 0.0000000000, propagate_forward_time: 9.1854686737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913492203
validation[          , genome  7111] predictions:    9605/  10000 (96.05%), best:    9728/10000 (97.28%), error:      1350.25342, best error:       902.96027 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.1510848999s, input_fired_time: 1.0659165382, output_fired_time: 0.9464384913, propagate_forward_time: 45.7511062622, propagate_backward_time: 69.4978179932, weight_update_time: 0.1625685990, other_time: 2.8898010254
epoch time: 9.8639326096s, input_fired_time: 0.1361559182, output_fired_time: 0.0000000000, propagate_forward_time: 9.2274837494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002927780
validation[          , genome  7111] predictions:    9682/  10000 (96.82%), best:    9728/10000 (97.28%), error:      1004.62030, best error:       902.96027 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 120.1610488892s, input_fired_time: 1.0560727119, output_fired_time: 0.9305835962, propagate_forward_time: 45.7644882202, propagate_backward_time: 69.5857315063, weight_update_time: 0.1551252753, other_time: 2.8241729736
epoch time: 9.7123317719s, input_fired_time: 0.1346144825, output_fired_time: 0.0000000000, propagate_forward_time: 9.0812187195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964981079
validation[          , genome  7111] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       926.03326, best error:       902.96027 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.2132949829s, input_fired_time: 1.0619074106, output_fired_time: 0.9793276191, propagate_forward_time: 46.1255569458, propagate_backward_time: 70.1960449219, weight_update_time: 0.1545976102, other_time: 2.8504638672
epoch time: 9.8199787140s, input_fired_time: 0.1364226341, output_fired_time: 0.0000000000, propagate_forward_time: 9.1767959595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067596436
validation[          , genome  7111] predictions:    9648/  10000 (96.48%), best:    9728/10000 (97.28%), error:      1060.67517, best error:       902.96027 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 120.0814361572s, input_fired_time: 1.0537468195, output_fired_time: 0.9385024905, propagate_forward_time: 45.7602424622, propagate_backward_time: 69.5083236694, weight_update_time: 0.1597085744, other_time: 2.8206253052
epoch time: 9.9495372772s, input_fired_time: 0.1418190300, output_fired_time: 0.0000000000, propagate_forward_time: 9.3069953918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007228851
validation[          , genome  7111] predictions:    9713/  10000 (97.13%), best:    9728/10000 (97.28%), error:       939.42316, best error:       902.96027 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 119.8135833740s, input_fired_time: 1.0575383902, output_fired_time: 0.9334222078, propagate_forward_time: 45.5702781677, propagate_backward_time: 69.4592514038, weight_update_time: 0.1597967893, other_time: 2.7930831909
epoch time: 10.0952596664s, input_fired_time: 0.1362373382, output_fired_time: 0.0000000000, propagate_forward_time: 9.4423170090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167055130
validation[          , genome  7111] predictions:    9666/  10000 (96.66%), best:    9728/10000 (97.28%), error:      1015.44733, best error:       902.96027 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.3394851685s, input_fired_time: 1.0712028742, output_fired_time: 0.9398878217, propagate_forward_time: 46.1889343262, propagate_backward_time: 70.2098388672, weight_update_time: 0.1611665189, other_time: 2.9296188354
epoch time: 9.7717418671s, input_fired_time: 0.1368760169, output_fired_time: 0.0000000000, propagate_forward_time: 9.1355171204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993486404
validation[          , genome  7111] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       891.06781, best error:       891.06781 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.5141906738s, input_fired_time: 1.0653638840, output_fired_time: 0.9265036583, propagate_forward_time: 45.4578819275, propagate_backward_time: 69.2004165649, weight_update_time: 0.1561727673, other_time: 2.8640213013
epoch time: 9.7275218964s, input_fired_time: 0.1332440525, output_fired_time: 0.0000000000, propagate_forward_time: 9.1051616669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891157150
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:       949.01434, best error:       891.06781 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.0427551270s, input_fired_time: 1.0609619617, output_fired_time: 0.9456219077, propagate_forward_time: 45.6102104187, propagate_backward_time: 69.5618820190, weight_update_time: 0.1575948745, other_time: 2.8640823364
epoch time: 9.7737874985s, input_fired_time: 0.1343488395, output_fired_time: 0.0000000000, propagate_forward_time: 9.1294450760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099935532
validation[          , genome  7111] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:       971.07086, best error:       891.06781 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 119.8589706421s, input_fired_time: 1.0702522993, output_fired_time: 0.9382884502, propagate_forward_time: 45.6023635864, propagate_backward_time: 69.3922348022, weight_update_time: 0.1565824896, other_time: 2.8558349609
epoch time: 9.6774005890s, input_fired_time: 0.1366925240, output_fired_time: 0.0000000000, propagate_forward_time: 9.0402536392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004549026
validation[          , genome  7111] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       903.52740, best error:       891.06781 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.9372863770s, input_fired_time: 1.0800836086, output_fired_time: 0.9428107142, propagate_forward_time: 46.0982971191, propagate_backward_time: 69.9478149414, weight_update_time: 0.1606487632, other_time: 2.8682785034
epoch time: 10.1027622223s, input_fired_time: 0.1346586496, output_fired_time: 0.0000000000, propagate_forward_time: 9.4458112717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222921371
validation[          , genome  7111] predictions:    9670/  10000 (96.70%), best:    9733/10000 (97.33%), error:      1099.21094, best error:       891.06781 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 120.0149154663s, input_fired_time: 1.0710228682, output_fired_time: 0.9231963754, propagate_forward_time: 45.6516036987, propagate_backward_time: 69.4679794312, weight_update_time: 0.1608684659, other_time: 2.9011154175
epoch time: 9.7470932007s, input_fired_time: 0.1345862299, output_fired_time: 0.0000000000, propagate_forward_time: 9.1265258789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859809875
validation[          , genome  7111] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:      1043.84424, best error:       891.06781 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.3489532471s, input_fired_time: 1.0683954954, output_fired_time: 0.9270714521, propagate_forward_time: 45.4008331299, propagate_backward_time: 69.0647506714, weight_update_time: 0.1573940814, other_time: 2.8879013062
epoch time: 9.7358379364s, input_fired_time: 0.1359377354, output_fired_time: 0.0000000000, propagate_forward_time: 9.1055564880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943437576
validation[          , genome  7111] predictions:    9628/  10000 (96.28%), best:    9733/10000 (97.33%), error:      1209.36926, best error:       891.06781 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 120.0305328369s, input_fired_time: 1.0603247881, output_fired_time: 0.9508419633, propagate_forward_time: 45.6893882751, propagate_backward_time: 69.4861450195, weight_update_time: 0.1644748598, other_time: 2.8438262939
epoch time: 9.7924623489s, input_fired_time: 0.1364059150, output_fired_time: 0.0000000000, propagate_forward_time: 9.1587162018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973402023
validation[          , genome  7111] predictions:    9691/  10000 (96.91%), best:    9733/10000 (97.33%), error:       991.15106, best error:       891.06781 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 120.7851333618s, input_fired_time: 1.0602856874, output_fired_time: 0.9512367845, propagate_forward_time: 46.0193099976, propagate_backward_time: 69.8880462646, weight_update_time: 0.1565376669, other_time: 2.8662490845
epoch time: 9.7329444885s, input_fired_time: 0.1375642568, output_fired_time: 0.0000000000, propagate_forward_time: 9.0841569901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112228394
validation[          , genome  7111] predictions:    9672/  10000 (96.72%), best:    9733/10000 (97.33%), error:      1085.29651, best error:       891.06781 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 120.1974182129s, input_fired_time: 1.0665321350, output_fired_time: 0.9250603318, propagate_forward_time: 45.6921463013, propagate_backward_time: 69.6197509766, weight_update_time: 0.1557888687, other_time: 2.8939285278
epoch time: 9.7305326462s, input_fired_time: 0.1338821352, output_fired_time: 0.0000000000, propagate_forward_time: 9.0970087051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996414185
validation[          , genome  7111] predictions:    9713/  10000 (97.13%), best:    9733/10000 (97.33%), error:       913.95258, best error:       891.06781 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 120.1974792480s, input_fired_time: 1.0747421980, output_fired_time: 0.9324505329, propagate_forward_time: 45.8296051025, propagate_backward_time: 69.5086822510, weight_update_time: 0.1597133875, other_time: 2.8519973755
epoch time: 9.7598114014s, input_fired_time: 0.1351264417, output_fired_time: 0.0000000000, propagate_forward_time: 9.1273527145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973325729
validation[          , genome  7111] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       889.67004, best error:       889.67004 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.1974563599s, input_fired_time: 1.0751461983, output_fired_time: 0.9249666929, propagate_forward_time: 45.3648910522, propagate_backward_time: 68.9511260986, weight_update_time: 0.1578413248, other_time: 2.8813247681
epoch time: 9.6924667358s, input_fired_time: 0.1345245242, output_fired_time: 0.0000000000, propagate_forward_time: 9.0663747787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915676117
validation[          , genome  7111] predictions:    9660/  10000 (96.60%), best:    9739/10000 (97.39%), error:      1157.73071, best error:       889.67004 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.1069869995s, input_fired_time: 1.0619753599, output_fired_time: 0.9379577041, propagate_forward_time: 45.7625007629, propagate_backward_time: 69.5107345581, weight_update_time: 0.1541110426, other_time: 2.8338241577
epoch time: 9.7562475204s, input_fired_time: 0.1337246001, output_fired_time: 0.0000000000, propagate_forward_time: 9.1359424591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865808487
validation[          , genome  7111] predictions:    9688/  10000 (96.88%), best:    9739/10000 (97.39%), error:      1010.04102, best error:       889.67004 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.6819763184s, input_fired_time: 1.0673340559, output_fired_time: 0.9405500889, propagate_forward_time: 45.5058937073, propagate_backward_time: 69.2866058350, weight_update_time: 0.1577275842, other_time: 2.8815917969
epoch time: 9.8884496689s, input_fired_time: 0.1370434165, output_fired_time: 0.0000000000, propagate_forward_time: 9.2263669968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250396729
validation[          , genome  7111] predictions:    9710/  10000 (97.10%), best:    9739/10000 (97.39%), error:       914.70166, best error:       889.67004 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 119.8278350830s, input_fired_time: 1.0736504793, output_fired_time: 0.9396635890, propagate_forward_time: 45.5827980042, propagate_backward_time: 69.3212280273, weight_update_time: 0.1571625769, other_time: 2.9104919434
epoch time: 9.7247810364s, input_fired_time: 0.1418064237, output_fired_time: 0.0000000000, propagate_forward_time: 9.0864725113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965019226
validation[          , genome  7111] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       929.25073, best error:       889.67004 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 120.0434112549s, input_fired_time: 1.0555739403, output_fired_time: 0.9312675595, propagate_forward_time: 45.7094383240, propagate_backward_time: 69.5153198242, weight_update_time: 0.1550962478, other_time: 2.8318176270
epoch time: 9.7570343018s, input_fired_time: 0.1378430128, output_fired_time: 0.0000000000, propagate_forward_time: 9.1162757874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029153824
validation[          , genome  7111] predictions:    9721/  10000 (97.21%), best:    9739/10000 (97.39%), error:       933.40497, best error:       889.67004 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 120.8739852905s, input_fired_time: 1.0652543306, output_fired_time: 0.9513639212, propagate_forward_time: 46.0699844360, propagate_backward_time: 69.9624938965, weight_update_time: 0.1572652161, other_time: 2.8248901367
epoch time: 9.9874954224s, input_fired_time: 0.1359386295, output_fired_time: 0.0000000000, propagate_forward_time: 9.3485431671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030136108
validation[          , genome  7111] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       922.85950, best error:       889.67004 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 119.8648223877s, input_fired_time: 1.0796562433, output_fired_time: 0.9438523650, propagate_forward_time: 45.6134643555, propagate_backward_time: 69.3680801392, weight_update_time: 0.1566248983, other_time: 2.8597640991
epoch time: 9.7370443344s, input_fired_time: 0.1377354562, output_fired_time: 0.0000000000, propagate_forward_time: 9.1007022858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986066818
validation[          , genome  7111] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       853.75665, best error:       853.75665 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.3205413818s, input_fired_time: 1.0709555149, output_fired_time: 0.9332566857, propagate_forward_time: 45.8503532410, propagate_backward_time: 69.5695114136, weight_update_time: 0.1622484028, other_time: 2.8964614868
epoch time: 9.8982582092s, input_fired_time: 0.1355120391, output_fired_time: 0.0000000000, propagate_forward_time: 9.2563657761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063800812
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       992.77466, best error:       853.75665 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 120.3500900269s, input_fired_time: 1.0803202391, output_fired_time: 0.9618049264, propagate_forward_time: 45.6474533081, propagate_backward_time: 69.7881851196, weight_update_time: 0.1563847810, other_time: 2.8723220825
epoch time: 9.8391609192s, input_fired_time: 0.1467871666, output_fired_time: 0.0000000000, propagate_forward_time: 9.1865749359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057983398
validation[          , genome  7111] predictions:    9644/  10000 (96.44%), best:    9750/10000 (97.50%), error:      1166.39417, best error:       853.75665 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 120.3172988892s, input_fired_time: 1.0776411295, output_fired_time: 0.9326305985, propagate_forward_time: 45.7790412903, propagate_backward_time: 69.6950836182, weight_update_time: 0.1554234177, other_time: 2.8329010010
epoch time: 9.7196903229s, input_fired_time: 0.1369214505, output_fired_time: 0.0000000000, propagate_forward_time: 9.0873231888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954452515
validation[          , genome  7111] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       935.42163, best error:       853.75665 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.6355667114s, input_fired_time: 1.0612796545, output_fired_time: 0.9346041679, propagate_forward_time: 45.5747528076, propagate_backward_time: 69.2243576050, weight_update_time: 0.1607477516, other_time: 2.8405761719
epoch time: 9.9238634109s, input_fired_time: 0.1398255229, output_fired_time: 0.0000000000, propagate_forward_time: 9.2691812515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148563385
validation[          , genome  7111] predictions:    9619/  10000 (96.19%), best:    9750/10000 (97.50%), error:      1145.17346, best error:       853.75665 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.6148071289s, input_fired_time: 1.0834567547, output_fired_time: 0.9555804133, propagate_forward_time: 45.8579254150, propagate_backward_time: 69.8400497437, weight_update_time: 0.1568335742, other_time: 2.8777923584
epoch time: 9.8280181885s, input_fired_time: 0.1487199217, output_fired_time: 0.0000000000, propagate_forward_time: 9.1779403687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013580322
validation[          , genome  7111] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:       995.87811, best error:       853.75665 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.4043273926s, input_fired_time: 1.0906043053, output_fired_time: 0.9626827836, propagate_forward_time: 45.8052101135, propagate_backward_time: 69.6514511108, weight_update_time: 0.1574796289, other_time: 2.8943710327
epoch time: 10.1329116821s, input_fired_time: 0.1506373286, output_fired_time: 0.0000000000, propagate_forward_time: 9.4486160278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5336580276
validation[          , genome  7111] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:       968.73596, best error:       853.75665 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 119.5963516235s, input_fired_time: 1.0826308727, output_fired_time: 0.9226020575, propagate_forward_time: 45.4154357910, propagate_backward_time: 69.3233795166, weight_update_time: 0.1542478651, other_time: 2.8523025513
epoch time: 9.7002382278s, input_fired_time: 0.1390337348, output_fired_time: 0.0000000000, propagate_forward_time: 9.0629272461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982776642
validation[          , genome  7111] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       939.77838, best error:       853.75665 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.3229827881s, input_fired_time: 1.0611575842, output_fired_time: 0.9408451319, propagate_forward_time: 45.7701072693, propagate_backward_time: 69.7236175537, weight_update_time: 0.1548604369, other_time: 2.8272552490
epoch time: 9.8626976013s, input_fired_time: 0.1353965104, output_fired_time: 0.0000000000, propagate_forward_time: 9.2218294144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054712296
validation[          , genome  7111] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       910.36298, best error:       853.75665 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.8909225464s, input_fired_time: 1.0568832159, output_fired_time: 0.9320794940, propagate_forward_time: 45.6373062134, propagate_backward_time: 69.4150009155, weight_update_time: 0.1604574323, other_time: 2.8496475220
epoch time: 9.7293529510s, input_fired_time: 0.1355310977, output_fired_time: 0.0000000000, propagate_forward_time: 9.1073665619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864549637
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:      1037.32947, best error:       853.75665 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 120.9338989258s, input_fired_time: 1.0541875362, output_fired_time: 0.9455325007, propagate_forward_time: 46.0084571838, propagate_backward_time: 70.1125183105, weight_update_time: 0.1530308276, other_time: 2.8132019043
epoch time: 9.9844827652s, input_fired_time: 0.1466029584, output_fired_time: 0.0000000000, propagate_forward_time: 9.3313026428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065774918
validation[          , genome  7111] predictions:    9653/  10000 (96.53%), best:    9750/10000 (97.50%), error:      1077.04858, best error:       853.75665 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 120.0766677856s, input_fired_time: 1.0671547651, output_fired_time: 0.9369481206, propagate_forward_time: 45.7386093140, propagate_backward_time: 69.4473571777, weight_update_time: 0.1574748755, other_time: 2.8865966797
epoch time: 9.7469701767s, input_fired_time: 0.1416251212, output_fired_time: 0.0000000000, propagate_forward_time: 9.1116046906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937400818
validation[          , genome  7111] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       932.53613, best error:       853.75665 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 120.1810836792s, input_fired_time: 1.0660951138, output_fired_time: 0.9423124790, propagate_forward_time: 45.7389106750, propagate_backward_time: 69.5984039307, weight_update_time: 0.1547005773, other_time: 2.8353576660
epoch time: 9.7949447632s, input_fired_time: 0.1363823265, output_fired_time: 0.0000000000, propagate_forward_time: 9.1632890701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952735901
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       948.40533, best error:       853.75665 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 119.6542434692s, input_fired_time: 1.0736186504, output_fired_time: 0.9270018339, propagate_forward_time: 45.4951972961, propagate_backward_time: 69.2677536011, weight_update_time: 0.1599141657, other_time: 2.8906784058
epoch time: 9.7158851624s, input_fired_time: 0.1386850327, output_fired_time: 0.0000000000, propagate_forward_time: 9.0838022232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933977127
validation[          , genome  7111] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       861.02899, best error:       853.75665 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 120.6166915894s, input_fired_time: 1.0745065212, output_fired_time: 0.9581198692, propagate_forward_time: 45.9928359985, propagate_backward_time: 69.7626113892, weight_update_time: 0.1579147279, other_time: 2.8286132813
epoch time: 9.7775859833s, input_fired_time: 0.1368612051, output_fired_time: 0.0000000000, propagate_forward_time: 9.1442499161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964752197
validation[          , genome  7111] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:       945.58801, best error:       853.75665 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 118.8480911255s, input_fired_time: 1.0743901730, output_fired_time: 0.9208100438, propagate_forward_time: 45.1694107056, propagate_backward_time: 68.7747039795, weight_update_time: 0.1575076729, other_time: 2.9087829590
epoch time: 9.7457017899s, input_fired_time: 0.1385526508, output_fired_time: 0.0000000000, propagate_forward_time: 9.1093521118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977970123
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:       982.42285, best error:       853.75665 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.4569778442s, input_fired_time: 1.0676939487, output_fired_time: 0.9390919209, propagate_forward_time: 45.8420829773, propagate_backward_time: 69.8115234375, weight_update_time: 0.1557502598, other_time: 2.7965850830
epoch time: 9.7149763107s, input_fired_time: 0.1369732618, output_fired_time: 0.0000000000, propagate_forward_time: 9.0913038254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866991043
validation[          , genome  7111] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       928.50922, best error:       853.75665 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.2028198242s, input_fired_time: 1.0711767673, output_fired_time: 0.9428853393, propagate_forward_time: 45.7306938171, propagate_backward_time: 69.6445236206, weight_update_time: 0.1681893766, other_time: 2.8135452271
epoch time: 9.9173831940s, input_fired_time: 0.1393167228, output_fired_time: 0.0000000000, propagate_forward_time: 9.2793941498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986724854
validation[          , genome  7111] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       902.56573, best error:       853.75665 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 120.1854705811s, input_fired_time: 1.0646868944, output_fired_time: 0.9479626417, propagate_forward_time: 45.7899856567, propagate_backward_time: 69.5227584839, weight_update_time: 0.1544897109, other_time: 2.8600769043
epoch time: 9.7560100555s, input_fired_time: 0.1396190822, output_fired_time: 0.0000000000, propagate_forward_time: 9.1259555817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4904356003
validation[          , genome  7111] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:       979.32471, best error:       853.75665 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.1458435059s, input_fired_time: 1.0716103315, output_fired_time: 0.9437523484, propagate_forward_time: 46.0612182617, propagate_backward_time: 70.2124862671, weight_update_time: 0.1531232893, other_time: 2.8567733765
epoch time: 10.0718879700s, input_fired_time: 0.1424832642, output_fired_time: 0.0000000000, propagate_forward_time: 9.4198369980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095672607
validation[          , genome  7111] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       984.31903, best error:       853.75665 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.0241470337s, input_fired_time: 1.0910266638, output_fired_time: 0.9376937747, propagate_forward_time: 45.6846847534, propagate_backward_time: 69.4099044800, weight_update_time: 0.1621640623, other_time: 2.9008407593
epoch time: 9.8524284363s, input_fired_time: 0.1404603273, output_fired_time: 0.0000000000, propagate_forward_time: 9.2057085037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062599182
validation[          , genome  7111] predictions:    9685/  10000 (96.85%), best:    9750/10000 (97.50%), error:      1016.09448, best error:       853.75665 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 119.9807510376s, input_fired_time: 1.0614204407, output_fired_time: 0.9390322566, propagate_forward_time: 45.7042846680, propagate_backward_time: 69.4118270874, weight_update_time: 0.1606333256, other_time: 2.8641815186
epoch time: 9.8331766129s, input_fired_time: 0.1360646188, output_fired_time: 0.0000000000, propagate_forward_time: 9.1978054047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993066788
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       934.73975, best error:       853.75665 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 120.0744400024s, input_fired_time: 1.0694491863, output_fired_time: 0.9523326755, propagate_forward_time: 45.6865577698, propagate_backward_time: 69.5298614502, weight_update_time: 0.1549504846, other_time: 2.8362426758
epoch time: 10.2266721725s, input_fired_time: 0.1511093974, output_fired_time: 0.0000000000, propagate_forward_time: 9.5222558975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533065796
validation[          , genome  7111] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       919.82025, best error:       853.75665 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.9950408936s, input_fired_time: 1.0897064209, output_fired_time: 0.9375028014, propagate_forward_time: 45.5516662598, propagate_backward_time: 69.5001296997, weight_update_time: 0.1583382785, other_time: 2.9160385132
epoch time: 9.7034721375s, input_fired_time: 0.1357767433, output_fired_time: 0.0000000000, propagate_forward_time: 9.0731830597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945125580
validation[          , genome  7111] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       932.82727, best error:       853.75665 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 122.2515411377s, input_fired_time: 1.0993833542, output_fired_time: 0.9459987283, propagate_forward_time: 46.4132614136, propagate_backward_time: 70.8613052368, weight_update_time: 0.1601306349, other_time: 2.9315948486
epoch time: 9.8073844910s, input_fired_time: 0.1361054480, output_fired_time: 0.0000000000, propagate_forward_time: 9.1698837280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013952255
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       943.36890, best error:       853.75665 on epoch:    76, 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: 48.5923919678s, input_fired_time: 0.6945330501, output_fired_time: 0.0000000000, propagate_forward_time: 45.2503700256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6474876404
best training[          , genome  7111] predictions:   49603/  50000 (99.21%), best:    9750/10000 (97.50%), error:      1752.88647, best error:       853.75665 on epoch:    76, 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: 9.6471347809s, input_fired_time: 0.1369425505, output_fired_time: 0.0000000000, propagate_forward_time: 9.0034055710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067863464
   testing[          , genome  7111] predictions:    9759/  10000 (97.59%), best:    9750/10000 (97.50%), error:       841.00879, best error:       853.75665 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:18:53 (6564): called boinc_finish(0)

</stderr_txt>
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