Nameexact_genome_1512568488_44_7096_1
Workunit2606784
Created7 Dec 2017, 23:49:26 UTC
Sent7 Dec 2017, 23:57:16 UTC
Report deadline19 Dec 2017, 10:59:43 UTC
Received8 Dec 2017, 3:24:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66849
Run time2 hours 37 min 17 sec
CPU time2 hours 31 min 34 sec
Validate stateValid
Credit2,865.01
Device peak FLOPS3.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.71 MB
Peak swap size160.66 MB
Peak disk usage2.07 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.1621236801, output_fired_time: 0.0000000000, propagate_forward_time: 6.1013002396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516840935
validation[          , genome  7096] predictions:    9679/  10000 (96.79%), best:    9760/10000 (97.60%), error:       997.36694, best error:       814.04126 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 84.8228225708s, input_fired_time: 1.4346258640, output_fired_time: 1.1576584578, propagate_forward_time: 30.2939205170, propagate_backward_time: 49.9816932678, weight_update_time: 0.0928274617, other_time: 1.9549217224
epoch time: 6.5734343529s, input_fired_time: 0.1629794389, output_fired_time: 0.0000000000, propagate_forward_time: 6.0587172508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517374992
validation[          , genome  7096] predictions:    9719/  10000 (97.19%), best:    9760/10000 (97.60%), error:       888.19031, best error:       814.04126 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 84.8830108643s, input_fired_time: 1.4294670820, output_fired_time: 1.1543397903, propagate_forward_time: 30.3582057953, propagate_backward_time: 49.9968376160, weight_update_time: 0.0909645706, other_time: 1.9441566467
epoch time: 6.5257997513s, input_fired_time: 0.1614417732, output_fired_time: 0.0000000000, propagate_forward_time: 6.0094013214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549566269
validation[          , genome  7096] predictions:    9714/  10000 (97.14%), best:    9760/10000 (97.60%), error:       860.78387, best error:       814.04126 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 84.4148635864s, input_fired_time: 1.4294314384, output_fired_time: 1.1383349895, propagate_forward_time: 30.2337951660, propagate_backward_time: 49.6595611572, weight_update_time: 0.0903904289, other_time: 1.9537429810
epoch time: 6.5271511078s, input_fired_time: 0.1605572104, output_fired_time: 0.0000000000, propagate_forward_time: 6.0116257668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549680710
validation[          , genome  7096] predictions:    9741/  10000 (97.41%), best:    9760/10000 (97.60%), error:       864.18030, best error:       814.04126 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 84.7410812378s, input_fired_time: 1.4277791977, output_fired_time: 1.1554112434, propagate_forward_time: 30.3231792450, propagate_backward_time: 49.8740806580, weight_update_time: 0.0915902928, other_time: 1.9606285095
epoch time: 6.5204968452s, input_fired_time: 0.1592158973, output_fired_time: 0.0000000000, propagate_forward_time: 6.0086793900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526015282
validation[          , genome  7096] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       761.87982, best error:       761.87982 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 83.9700927734s, input_fired_time: 1.4185461998, output_fired_time: 1.1587817669, propagate_forward_time: 29.9976119995, propagate_backward_time: 49.4154129028, weight_update_time: 0.0915194377, other_time: 1.9797363281
epoch time: 6.5667152405s, input_fired_time: 0.1783374399, output_fired_time: 0.0000000000, propagate_forward_time: 6.0181322098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702454567
validation[          , genome  7096] predictions:    9729/  10000 (97.29%), best:    9777/10000 (97.77%), error:       902.13922, best error:       761.87982 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 84.7488403320s, input_fired_time: 1.4642328024, output_fired_time: 1.1828632355, propagate_forward_time: 30.3046150208, propagate_backward_time: 49.8366279602, weight_update_time: 0.0903917253, other_time: 1.9605026245
epoch time: 6.5591020584s, input_fired_time: 0.1897682846, output_fired_time: 0.0000000000, propagate_forward_time: 6.0117545128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575792313
validation[          , genome  7096] predictions:    9667/  10000 (96.67%), best:    9777/10000 (97.77%), error:      1215.93274, best error:       761.87982 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.4523773193s, input_fired_time: 1.4159198999, output_fired_time: 1.1453335285, propagate_forward_time: 30.1883182526, propagate_backward_time: 49.7297592163, weight_update_time: 0.0910319239, other_time: 1.9730529785
epoch time: 6.4915566444s, input_fired_time: 0.1599154770, output_fired_time: 0.0000000000, propagate_forward_time: 5.9771695137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544716835
validation[          , genome  7096] predictions:    9692/  10000 (96.92%), best:    9777/10000 (97.77%), error:       948.06128, best error:       761.87982 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 84.1136779785s, input_fired_time: 1.4212588072, output_fired_time: 1.1410219669, propagate_forward_time: 30.1299495697, propagate_backward_time: 49.4553680420, weight_update_time: 0.0906530842, other_time: 1.9660797119
epoch time: 6.5280141830s, input_fired_time: 0.1633306146, output_fired_time: 0.0000000000, propagate_forward_time: 6.0103263855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543572426
validation[          , genome  7096] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       819.44720, best error:       761.87982 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 84.5319290161s, input_fired_time: 1.4480081797, output_fired_time: 1.1441842318, propagate_forward_time: 30.1972808838, propagate_backward_time: 49.7927360535, weight_update_time: 0.0907512233, other_time: 1.9497184753
epoch time: 6.6244854927s, input_fired_time: 0.1632604003, output_fired_time: 0.0000000000, propagate_forward_time: 6.1034374237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577876091
validation[          , genome  7096] predictions:    9726/  10000 (97.26%), best:    9777/10000 (97.77%), error:       903.53662, best error:       761.87982 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.1624755859s, input_fired_time: 1.4274020195, output_fired_time: 1.1505993605, propagate_forward_time: 30.4924716949, propagate_backward_time: 50.0909042358, weight_update_time: 0.0909055322, other_time: 2.0011062622
epoch time: 6.5196542740s, input_fired_time: 0.1622722000, output_fired_time: 0.0000000000, propagate_forward_time: 6.0071921349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501901627
validation[          , genome  7096] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       783.77533, best error:       761.87982 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 84.2285537720s, input_fired_time: 1.4290232658, output_fired_time: 1.1586111784, propagate_forward_time: 30.0665836334, propagate_backward_time: 49.6196098328, weight_update_time: 0.0922522917, other_time: 1.9547309875
epoch time: 6.5482802391s, input_fired_time: 0.1642194390, output_fired_time: 0.0000000000, propagate_forward_time: 6.0191273689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649334908
validation[          , genome  7096] predictions:    9723/  10000 (97.23%), best:    9777/10000 (97.77%), error:       887.43683, best error:       761.87982 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 84.0333175659s, input_fired_time: 1.4161325693, output_fired_time: 1.1393470764, propagate_forward_time: 30.0559883118, propagate_backward_time: 49.4640159607, weight_update_time: 0.0912680477, other_time: 1.9578399658
epoch time: 6.4948601723s, input_fired_time: 0.1614758074, output_fired_time: 0.0000000000, propagate_forward_time: 5.9839806557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494038582
validation[          , genome  7096] predictions:    9757/  10000 (97.57%), best:    9777/10000 (97.77%), error:       796.14795, best error:       761.87982 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.7058868408s, input_fired_time: 1.4341431856, output_fired_time: 1.1492893696, propagate_forward_time: 30.2093734741, propagate_backward_time: 49.9457626343, weight_update_time: 0.0914649442, other_time: 1.9673156738
epoch time: 6.4966611862s, input_fired_time: 0.1623106301, output_fired_time: 0.0000000000, propagate_forward_time: 5.9815216064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528289795
validation[          , genome  7096] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       779.89685, best error:       761.87982 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.2055816650s, input_fired_time: 1.4430743456, output_fired_time: 1.1683170795, propagate_forward_time: 30.4980335236, propagate_backward_time: 50.0736846924, weight_update_time: 0.0947384089, other_time: 2.0224685669
epoch time: 6.5751466751s, input_fired_time: 0.1695282906, output_fired_time: 0.0000000000, propagate_forward_time: 6.0439476967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616704941
validation[          , genome  7096] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       772.49713, best error:       761.87982 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.4103393555s, input_fired_time: 1.4386881590, output_fired_time: 1.1533215046, propagate_forward_time: 30.1335391998, propagate_backward_time: 49.7099990845, weight_update_time: 0.0907306671, other_time: 1.9747924805
epoch time: 6.5461854935s, input_fired_time: 0.1641552597, output_fired_time: 0.0000000000, propagate_forward_time: 6.0248136520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572163582
validation[          , genome  7096] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       710.23767, best error:       710.23767 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 84.5151901245s, input_fired_time: 1.4458943605, output_fired_time: 1.1585646868, propagate_forward_time: 30.1213073730, propagate_backward_time: 49.8176422119, weight_update_time: 0.0910149515, other_time: 1.9717864990
epoch time: 6.5571274757s, input_fired_time: 0.1601165384, output_fired_time: 0.0000000000, propagate_forward_time: 6.0423035622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547072411
validation[          , genome  7096] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       814.76642, best error:       710.23767 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 84.6254959106s, input_fired_time: 1.4273272753, output_fired_time: 1.1475955248, propagate_forward_time: 30.2228507996, propagate_backward_time: 49.8602523804, weight_update_time: 0.0912730992, other_time: 1.9674644470
epoch time: 6.5649704933s, input_fired_time: 0.1593759060, output_fired_time: 0.0000000000, propagate_forward_time: 6.0506434441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549513817
validation[          , genome  7096] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       764.67474, best error:       710.23767 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.1391525269s, input_fired_time: 1.4249569178, output_fired_time: 1.1603491306, propagate_forward_time: 30.0209541321, propagate_backward_time: 49.5739669800, weight_update_time: 0.0916571096, other_time: 1.9589271545
epoch time: 6.5645670891s, input_fired_time: 0.1658349633, output_fired_time: 0.0000000000, propagate_forward_time: 6.0364542007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622779846
validation[          , genome  7096] predictions:    9763/  10000 (97.63%), best:    9781/10000 (97.81%), error:       758.45984, best error:       710.23767 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.5006637573s, input_fired_time: 1.4220769405, output_fired_time: 1.1427332163, propagate_forward_time: 30.2213554382, propagate_backward_time: 49.7659034729, weight_update_time: 0.0969581902, other_time: 1.9486007690
epoch time: 6.5279092789s, input_fired_time: 0.1631689966, output_fired_time: 0.0000000000, propagate_forward_time: 6.0088682175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558721542
validation[          , genome  7096] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       683.31982, best error:       683.31982 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.5092086792s, input_fired_time: 1.4814018011, output_fired_time: 1.1743940115, propagate_forward_time: 30.5180683136, propagate_backward_time: 50.3010559082, weight_update_time: 0.0909042358, other_time: 2.0342941284
epoch time: 6.5384373665s, input_fired_time: 0.1693619043, output_fired_time: 0.0000000000, propagate_forward_time: 6.0144429207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546323776
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       774.14008, best error:       683.31982 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 84.4242477417s, input_fired_time: 1.4539974928, output_fired_time: 1.1604020596, propagate_forward_time: 30.2268199921, propagate_backward_time: 49.6272544861, weight_update_time: 0.0918407664, other_time: 1.9557762146
epoch time: 6.5787129402s, input_fired_time: 0.1640625745, output_fired_time: 0.0000000000, propagate_forward_time: 6.0596361160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550143242
validation[          , genome  7096] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       755.66248, best error:       683.31982 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 84.4929046631s, input_fired_time: 1.4438297749, output_fired_time: 1.1595413685, propagate_forward_time: 30.2565956116, propagate_backward_time: 49.6712913513, weight_update_time: 0.0916252658, other_time: 1.9616470337
epoch time: 6.7641534805s, input_fired_time: 0.1621367931, output_fired_time: 0.0000000000, propagate_forward_time: 6.2299556732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720607758
validation[          , genome  7096] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       734.55908, best error:       683.31982 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 84.9597167969s, input_fired_time: 1.4428879023, output_fired_time: 1.1534078121, propagate_forward_time: 30.2949066162, propagate_backward_time: 50.1038284302, weight_update_time: 0.0915178508, other_time: 1.9646911621
epoch time: 6.5395164490s, input_fired_time: 0.1642972827, output_fired_time: 0.0000000000, propagate_forward_time: 6.0199074745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553118706
validation[          , genome  7096] predictions:    9755/  10000 (97.55%), best:    9786/10000 (97.86%), error:       755.20355, best error:       683.31982 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.2360000610s, input_fired_time: 1.4405995607, output_fired_time: 1.1560152769, propagate_forward_time: 30.3671302795, propagate_backward_time: 50.2834472656, weight_update_time: 0.0912919939, other_time: 1.9888114929
epoch time: 6.5737247467s, input_fired_time: 0.1644137949, output_fired_time: 0.0000000000, propagate_forward_time: 6.0350627899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742480278
validation[          , genome  7096] predictions:    9743/  10000 (97.43%), best:    9786/10000 (97.86%), error:       783.47638, best error:       683.31982 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.7542343140s, input_fired_time: 1.4618010521, output_fired_time: 1.1445412636, propagate_forward_time: 30.2504920959, propagate_backward_time: 49.9309692383, weight_update_time: 0.0914354995, other_time: 1.9664344788
epoch time: 6.5100955963s, input_fired_time: 0.1630098969, output_fired_time: 0.0000000000, propagate_forward_time: 5.9947729111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523125648
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       772.69324, best error:       683.31982 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.5188064575s, input_fired_time: 1.4787486792, output_fired_time: 1.1746675968, propagate_forward_time: 30.4391613007, propagate_backward_time: 50.4442672729, weight_update_time: 0.0928450972, other_time: 1.9819564819
epoch time: 6.5439877510s, input_fired_time: 0.1642768234, output_fired_time: 0.0000000000, propagate_forward_time: 6.0258455276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538656235
validation[          , genome  7096] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       765.56372, best error:       683.31982 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.4885406494s, input_fired_time: 1.4395053387, output_fired_time: 1.1540341377, propagate_forward_time: 30.1529731750, propagate_backward_time: 49.7791824341, weight_update_time: 0.0911246240, other_time: 1.9628410339
epoch time: 6.5466737747s, input_fired_time: 0.1632276475, output_fired_time: 0.0000000000, propagate_forward_time: 6.0159435272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675026894
validation[          , genome  7096] predictions:    9757/  10000 (97.57%), best:    9786/10000 (97.86%), error:       743.02008, best error:       683.31982 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.3857574463s, input_fired_time: 1.4814898968, output_fired_time: 1.2093890905, propagate_forward_time: 30.3697147369, propagate_backward_time: 50.3189010620, weight_update_time: 0.0917359665, other_time: 2.0062637329
epoch time: 6.6236014366s, input_fired_time: 0.1647088975, output_fired_time: 0.0000000000, propagate_forward_time: 6.1053676605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535246849
validation[          , genome  7096] predictions:    9739/  10000 (97.39%), best:    9786/10000 (97.86%), error:       898.53625, best error:       683.31982 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 84.6559829712s, input_fired_time: 1.4627927542, output_fired_time: 1.1821575165, propagate_forward_time: 30.2778301239, propagate_backward_time: 49.7630729675, weight_update_time: 0.0916904211, other_time: 1.9701271057
epoch time: 6.6492543221s, input_fired_time: 0.1681318283, output_fired_time: 0.0000000000, propagate_forward_time: 6.1226644516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584580421
validation[          , genome  7096] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       699.31885, best error:       683.31982 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 84.5077209473s, input_fired_time: 1.4559137821, output_fired_time: 1.1585452557, propagate_forward_time: 30.1406497955, propagate_backward_time: 49.8002433777, weight_update_time: 0.0921458751, other_time: 1.9523658752
epoch time: 6.5470666885s, input_fired_time: 0.1654808521, output_fired_time: 0.0000000000, propagate_forward_time: 6.0224790573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591070175
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       744.04395, best error:       683.31982 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 84.5712738037s, input_fired_time: 1.4361147881, output_fired_time: 1.1481137276, propagate_forward_time: 30.1766529083, propagate_backward_time: 49.8207054138, weight_update_time: 0.0914709345, other_time: 1.9896888733
epoch time: 6.5878953934s, input_fired_time: 0.1660912484, output_fired_time: 0.0000000000, propagate_forward_time: 6.0699954033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518085480
validation[          , genome  7096] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       779.95831, best error:       683.31982 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.2829513550s, input_fired_time: 1.4487829208, output_fired_time: 1.1889915466, propagate_forward_time: 30.4691658020, propagate_backward_time: 50.2015190125, weight_update_time: 0.0922668055, other_time: 1.9744873047
epoch time: 6.5943760872s, input_fired_time: 0.1644696146, output_fired_time: 0.0000000000, propagate_forward_time: 6.0790095329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508968353
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       820.15356, best error:       683.31982 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.7329864502s, input_fired_time: 1.4619642496, output_fired_time: 1.1614353657, propagate_forward_time: 30.2750091553, propagate_backward_time: 49.8374557495, weight_update_time: 0.0919299945, other_time: 1.9971160889
epoch time: 6.5401449203s, input_fired_time: 0.1665428728, output_fired_time: 0.0000000000, propagate_forward_time: 6.0202717781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533301353
validation[          , genome  7096] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       657.21185, best error:       657.21185 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.5139541626s, input_fired_time: 1.4335182905, output_fired_time: 1.1656419039, propagate_forward_time: 30.2169914246, propagate_backward_time: 49.6972961426, weight_update_time: 0.0922536403, other_time: 2.0005073547
epoch time: 6.5786356926s, input_fired_time: 0.1620547771, output_fired_time: 0.0000000000, propagate_forward_time: 6.0648503304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517308235
validation[          , genome  7096] predictions:    9796/  10000 (97.96%), best:    9800/10000 (98.00%), error:       703.34222, best error:       657.21185 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.8270874023s, input_fired_time: 1.4392197132, output_fired_time: 1.1581723690, propagate_forward_time: 30.3227291107, propagate_backward_time: 49.9057464600, weight_update_time: 0.0917225108, other_time: 2.0012207031
epoch time: 6.6477961540s, input_fired_time: 0.1778130382, output_fired_time: 0.0000000000, propagate_forward_time: 6.1128993034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570837975
validation[          , genome  7096] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       735.40594, best error:       657.21185 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.6206283569s, input_fired_time: 1.4512759447, output_fired_time: 1.1601388454, propagate_forward_time: 30.5491600037, propagate_backward_time: 50.4709892273, weight_update_time: 0.0915059149, other_time: 1.9890594482
epoch time: 6.5578589439s, input_fired_time: 0.1645209193, output_fired_time: 0.0000000000, propagate_forward_time: 6.0276508331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656873703
validation[          , genome  7096] predictions:    9744/  10000 (97.44%), best:    9800/10000 (98.00%), error:       805.40210, best error:       657.21185 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.5363464355s, input_fired_time: 1.4356652498, output_fired_time: 1.1706470251, propagate_forward_time: 30.2073955536, propagate_backward_time: 49.7378425598, weight_update_time: 0.0914914683, other_time: 1.9847908020
epoch time: 6.5407357216s, input_fired_time: 0.1667578071, output_fired_time: 0.0000000000, propagate_forward_time: 6.0189871788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549909592
validation[          , genome  7096] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       777.93677, best error:       657.21185 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 84.6165008545s, input_fired_time: 1.4611735344, output_fired_time: 1.1748398542, propagate_forward_time: 30.1938304901, propagate_backward_time: 49.8289985657, weight_update_time: 0.0930558443, other_time: 1.9576530457
epoch time: 6.5646386147s, input_fired_time: 0.1647883952, output_fired_time: 0.0000000000, propagate_forward_time: 6.0387973785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610529900
validation[          , genome  7096] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       834.57953, best error:       657.21185 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.9329147339s, input_fired_time: 1.4495377541, output_fired_time: 1.1530468464, propagate_forward_time: 30.2496395111, propagate_backward_time: 50.1187171936, weight_update_time: 0.0918591246, other_time: 1.9619712830
epoch time: 6.5105171204s, input_fired_time: 0.1661140174, output_fired_time: 0.0000000000, propagate_forward_time: 5.9931130409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512902260
validation[          , genome  7096] predictions:    9760/  10000 (97.60%), best:    9800/10000 (98.00%), error:       814.31427, best error:       657.21185 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 84.4804992676s, input_fired_time: 1.4478611946, output_fired_time: 1.1720335484, propagate_forward_time: 30.1135044098, propagate_backward_time: 49.7765846252, weight_update_time: 0.0913430750, other_time: 1.9705162048
epoch time: 6.5423340797s, input_fired_time: 0.1673687696, output_fired_time: 0.0000000000, propagate_forward_time: 6.0159683228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589968681
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9800/10000 (98.00%), error:       831.87396, best error:       657.21185 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.0312042236s, input_fired_time: 1.4410576820, output_fired_time: 1.1728453636, propagate_forward_time: 30.3213634491, propagate_backward_time: 50.0801658630, weight_update_time: 0.0918796360, other_time: 2.0157737732
epoch time: 6.5533905029s, input_fired_time: 0.1647037268, output_fired_time: 0.0000000000, propagate_forward_time: 6.0360903740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525962830
validation[          , genome  7096] predictions:    9751/  10000 (97.51%), best:    9800/10000 (98.00%), error:       810.39978, best error:       657.21185 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.1791152954s, input_fired_time: 1.4479315281, output_fired_time: 1.1638656855, propagate_forward_time: 30.4943084717, propagate_backward_time: 50.0994110107, weight_update_time: 0.0951711610, other_time: 1.9736022949
epoch time: 6.5612754822s, input_fired_time: 0.1677864194, output_fired_time: 0.0000000000, propagate_forward_time: 6.0374035835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560853004
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       793.13367, best error:       657.21185 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 84.4845275879s, input_fired_time: 1.4428994656, output_fired_time: 1.1584898233, propagate_forward_time: 30.2052936554, propagate_backward_time: 49.6827926636, weight_update_time: 0.0935116112, other_time: 1.9950485229
epoch time: 6.5435714722s, input_fired_time: 0.1659905463, output_fired_time: 0.0000000000, propagate_forward_time: 6.0193891525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581919670
validation[          , genome  7096] predictions:    9757/  10000 (97.57%), best:    9800/10000 (98.00%), error:       792.56927, best error:       657.21185 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.2029190063s, input_fired_time: 1.4520326853, output_fired_time: 1.1644979715, propagate_forward_time: 30.0661735535, propagate_backward_time: 49.5752029419, weight_update_time: 0.0915098563, other_time: 1.9450111389
epoch time: 6.5375947952s, input_fired_time: 0.1662337482, output_fired_time: 0.0000000000, propagate_forward_time: 6.0109372139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604240417
validation[          , genome  7096] predictions:    9776/  10000 (97.76%), best:    9800/10000 (98.00%), error:       720.73688, best error:       657.21185 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 84.2858657837s, input_fired_time: 1.4543631077, output_fired_time: 1.1485377550, propagate_forward_time: 30.0911922455, propagate_backward_time: 49.6362953186, weight_update_time: 0.0917949900, other_time: 1.9554786682
epoch time: 6.5136651993s, input_fired_time: 0.1663334370, output_fired_time: 0.0000000000, propagate_forward_time: 5.9956870079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516449928
validation[          , genome  7096] predictions:    9768/  10000 (97.68%), best:    9800/10000 (98.00%), error:       760.67725, best error:       657.21185 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.2417678833s, input_fired_time: 1.4769794941, output_fired_time: 1.1632486582, propagate_forward_time: 30.4416713715, propagate_backward_time: 50.1754531860, weight_update_time: 0.0921769366, other_time: 1.9844131470
epoch time: 6.5300517082s, input_fired_time: 0.1679348201, output_fired_time: 0.0000000000, propagate_forward_time: 6.0046200752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574967384
validation[          , genome  7096] predictions:    9721/  10000 (97.21%), best:    9800/10000 (98.00%), error:       892.04022, best error:       657.21185 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 84.2664260864s, input_fired_time: 1.4499446154, output_fired_time: 1.1490159035, propagate_forward_time: 30.0253219604, propagate_backward_time: 49.6944313049, weight_update_time: 0.0911140293, other_time: 1.9477119446
epoch time: 6.6280336380s, input_fired_time: 0.1740944237, output_fired_time: 0.0000000000, propagate_forward_time: 6.0922031403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617362976
validation[          , genome  7096] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       804.05829, best error:       657.21185 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 84.5781326294s, input_fired_time: 1.4406625032, output_fired_time: 1.1519335508, propagate_forward_time: 30.3076038361, propagate_backward_time: 49.7014160156, weight_update_time: 0.0977198482, other_time: 1.9765167236
epoch time: 6.5522732735s, input_fired_time: 0.1724793911, output_fired_time: 0.0000000000, propagate_forward_time: 6.0179390907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618550301
validation[          , genome  7096] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       636.82330, best error:       636.82330 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 84.9989852905s, input_fired_time: 1.4829982519, output_fired_time: 1.1499836445, propagate_forward_time: 30.3246784210, propagate_backward_time: 50.0840759277, weight_update_time: 0.0915075764, other_time: 1.9572448730
epoch time: 6.6190571785s, input_fired_time: 0.1664058864, output_fired_time: 0.0000000000, propagate_forward_time: 6.0936999321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589515686
validation[          , genome  7096] predictions:    9737/  10000 (97.37%), best:    9807/10000 (98.07%), error:       845.36322, best error:       636.82330 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.5239715576s, input_fired_time: 1.4533703327, output_fired_time: 1.1581039429, propagate_forward_time: 30.1243534088, propagate_backward_time: 49.8198051453, weight_update_time: 0.0918786898, other_time: 1.9683418274
epoch time: 6.5808882713s, input_fired_time: 0.1682613641, output_fired_time: 0.0000000000, propagate_forward_time: 6.0464034081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662233353
validation[          , genome  7096] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       720.47522, best error:       636.82330 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 84.4059295654s, input_fired_time: 1.4524897337, output_fired_time: 1.1595491171, propagate_forward_time: 30.0795898438, propagate_backward_time: 49.7522163391, weight_update_time: 0.0919040143, other_time: 1.9620857239
epoch time: 6.7198781967s, input_fired_time: 0.1674091965, output_fired_time: 0.0000000000, propagate_forward_time: 6.1894698143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629989624
validation[          , genome  7096] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       685.99579, best error:       636.82330 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 84.3011856079s, input_fired_time: 1.4637905359, output_fired_time: 1.1552886963, propagate_forward_time: 30.1294345856, propagate_backward_time: 49.5704116821, weight_update_time: 0.0909132212, other_time: 1.9822616577
epoch time: 6.5448350906s, input_fired_time: 0.1725173295, output_fired_time: 0.0000000000, propagate_forward_time: 6.0209946632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513231277
validation[          , genome  7096] predictions:    9729/  10000 (97.29%), best:    9807/10000 (98.07%), error:       895.85980, best error:       636.82330 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 84.0680007935s, input_fired_time: 1.4547272921, output_fired_time: 1.1422336102, propagate_forward_time: 30.0717658997, propagate_backward_time: 49.4275207520, weight_update_time: 0.0950539336, other_time: 1.9717521667
epoch time: 6.5786552429s, input_fired_time: 0.1666910201, output_fired_time: 0.0000000000, propagate_forward_time: 6.0447974205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671669960
validation[          , genome  7096] predictions:    9775/  10000 (97.75%), best:    9807/10000 (98.07%), error:       745.18115, best error:       636.82330 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.2903213501s, input_fired_time: 1.4731765985, output_fired_time: 1.1431822777, propagate_forward_time: 30.0875186920, propagate_backward_time: 49.6443252563, weight_update_time: 0.0917301774, other_time: 1.9421234131
epoch time: 6.5745472908s, input_fired_time: 0.1683178395, output_fired_time: 0.0000000000, propagate_forward_time: 6.0519452095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542842865
validation[          , genome  7096] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       739.51306, best error:       636.82330 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 85.4274444580s, input_fired_time: 1.4729896784, output_fired_time: 1.1586521864, propagate_forward_time: 30.5917644501, propagate_backward_time: 50.2350082397, weight_update_time: 0.0911788791, other_time: 1.9690246582
epoch time: 6.5358605385s, input_fired_time: 0.1659831554, output_fired_time: 0.0000000000, propagate_forward_time: 6.0167679787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531093597
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       788.97626, best error:       636.82330 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.1735992432s, input_fired_time: 1.4379696846, output_fired_time: 1.1494203806, propagate_forward_time: 30.1362915039, propagate_backward_time: 49.4914245605, weight_update_time: 0.0913577452, other_time: 1.9584884644
epoch time: 6.6925444603s, input_fired_time: 0.1732501090, output_fired_time: 0.0000000000, propagate_forward_time: 6.1685671806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507270813
validation[          , genome  7096] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       722.85840, best error:       636.82330 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.1903915405s, input_fired_time: 1.4783836603, output_fired_time: 1.1350148916, propagate_forward_time: 30.0262756348, propagate_backward_time: 49.5957527161, weight_update_time: 0.0916846544, other_time: 1.9549598694
epoch time: 6.6090178490s, input_fired_time: 0.1904399395, output_fired_time: 0.0000000000, propagate_forward_time: 6.0661807060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523974419
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       774.78864, best error:       636.82330 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.2360305786s, input_fired_time: 1.4575837851, output_fired_time: 1.1519392729, propagate_forward_time: 30.1283340454, propagate_backward_time: 49.5207176208, weight_update_time: 0.0905636698, other_time: 1.9774589539
epoch time: 6.7401995659s, input_fired_time: 0.1798346490, output_fired_time: 0.0000000000, propagate_forward_time: 6.2046566010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557081223
validation[          , genome  7096] predictions:    9767/  10000 (97.67%), best:    9807/10000 (98.07%), error:       768.56964, best error:       636.82330 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 84.5426788330s, input_fired_time: 1.4444191456, output_fired_time: 1.1546041965, propagate_forward_time: 30.2326946259, propagate_backward_time: 49.7635154724, weight_update_time: 0.0905976146, other_time: 1.9474449158
epoch time: 7.1372146606s, input_fired_time: 0.2013245672, output_fired_time: 0.0000000000, propagate_forward_time: 6.5837745667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521156311
validation[          , genome  7096] predictions:    9660/  10000 (96.60%), best:    9807/10000 (98.07%), error:      1139.75635, best error:       636.82330 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 84.4816131592s, input_fired_time: 1.4588183165, output_fired_time: 1.1524629593, propagate_forward_time: 30.1278800964, propagate_backward_time: 49.7477378845, weight_update_time: 0.0902826861, other_time: 1.9947128296
epoch time: 6.5493450165s, input_fired_time: 0.1702519804, output_fired_time: 0.0000000000, propagate_forward_time: 6.0168929100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622002602
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       750.05914, best error:       636.82330 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.7679138184s, input_fired_time: 1.4628303051, output_fired_time: 1.1500970125, propagate_forward_time: 30.3158092499, propagate_backward_time: 49.8476257324, weight_update_time: 0.0915235505, other_time: 1.9915466309
epoch time: 6.7610354424s, input_fired_time: 0.1902772933, output_fired_time: 0.0000000000, propagate_forward_time: 6.2114176750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593406677
validation[          , genome  7096] predictions:    9749/  10000 (97.49%), best:    9807/10000 (98.07%), error:       800.00684, best error:       636.82330 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.8299255371s, input_fired_time: 1.4719367027, output_fired_time: 1.1958322525, propagate_forward_time: 30.6305561066, propagate_backward_time: 50.5046501160, weight_update_time: 0.0928434730, other_time: 2.0269508362
epoch time: 6.5544023514s, input_fired_time: 0.1715098619, output_fired_time: 0.0000000000, propagate_forward_time: 6.0311770439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517155647
validation[          , genome  7096] predictions:    9750/  10000 (97.50%), best:    9807/10000 (98.07%), error:       798.44904, best error:       636.82330 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.6998443604s, input_fired_time: 1.4657429457, output_fired_time: 1.1556009054, propagate_forward_time: 30.1765422821, propagate_backward_time: 49.8932418823, weight_update_time: 0.0915835574, other_time: 2.0087127686
epoch time: 6.5865573883s, input_fired_time: 0.1804203242, output_fired_time: 0.0000000000, propagate_forward_time: 6.0545983315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515386581
validation[          , genome  7096] predictions:    9742/  10000 (97.42%), best:    9807/10000 (98.07%), error:       831.25085, best error:       636.82330 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 84.7361145020s, input_fired_time: 1.4821072817, output_fired_time: 1.1576653719, propagate_forward_time: 30.2431888580, propagate_backward_time: 49.8867301941, weight_update_time: 0.0916712061, other_time: 1.9664192200
epoch time: 6.5894083977s, input_fired_time: 0.1796370596, output_fired_time: 0.0000000000, propagate_forward_time: 6.0557560921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540153503
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       711.68018, best error:       636.82330 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.2088928223s, input_fired_time: 1.4959685802, output_fired_time: 1.1618320942, propagate_forward_time: 30.3403987885, propagate_backward_time: 50.2069244385, weight_update_time: 0.0925579667, other_time: 2.0037612915
epoch time: 6.5553221703s, input_fired_time: 0.1682061851, output_fired_time: 0.0000000000, propagate_forward_time: 6.0303740501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567419052
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9807/10000 (98.07%), error:       812.89471, best error:       636.82330 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 84.7402648926s, input_fired_time: 1.4706866741, output_fired_time: 1.1470071077, propagate_forward_time: 30.2793254852, propagate_backward_time: 49.8794555664, weight_update_time: 0.0916236863, other_time: 1.9637832642
epoch time: 6.5461559296s, input_fired_time: 0.1716259569, output_fired_time: 0.0000000000, propagate_forward_time: 6.0188832283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556466103
validation[          , genome  7096] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       713.97058, best error:       636.82330 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.5976486206s, input_fired_time: 1.4546859264, output_fired_time: 1.1767145395, propagate_forward_time: 30.2436943054, propagate_backward_time: 49.7597618103, weight_update_time: 0.0908054560, other_time: 1.9627914429
epoch time: 6.7190742493s, input_fired_time: 0.1745456904, output_fired_time: 0.0000000000, propagate_forward_time: 6.1915616989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529667854
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9807/10000 (98.07%), error:       848.37140, best error:       636.82330 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.6516876221s, input_fired_time: 1.5161024332, output_fired_time: 1.1703035831, propagate_forward_time: 30.1629543304, propagate_backward_time: 49.8380622864, weight_update_time: 0.0913097113, other_time: 1.9642601013
epoch time: 6.5509438515s, input_fired_time: 0.1701437235, output_fired_time: 0.0000000000, propagate_forward_time: 6.0264263153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543739319
validation[          , genome  7096] predictions:    9750/  10000 (97.50%), best:    9807/10000 (98.07%), error:       825.56830, best error:       636.82330 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 84.5249862671s, input_fired_time: 1.4685510397, output_fired_time: 1.1422157288, propagate_forward_time: 30.1529331207, propagate_backward_time: 49.8009872437, weight_update_time: 0.0913398191, other_time: 1.9602966309
epoch time: 6.5619263649s, input_fired_time: 0.1709966362, output_fired_time: 0.0000000000, propagate_forward_time: 6.0375766754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533530235
validation[          , genome  7096] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       765.17480, best error:       636.82330 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.3222961426s, input_fired_time: 1.4747368097, output_fired_time: 1.1672894955, propagate_forward_time: 30.5438404083, propagate_backward_time: 50.1619033813, weight_update_time: 0.0922026634, other_time: 1.9745254517
epoch time: 6.5763306618s, input_fired_time: 0.1709158421, output_fired_time: 0.0000000000, propagate_forward_time: 6.0515294075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538851738
validation[          , genome  7096] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       762.54987, best error:       636.82330 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.0524368286s, input_fired_time: 1.4972765446, output_fired_time: 1.1495437622, propagate_forward_time: 30.3425292969, propagate_backward_time: 50.0898933411, weight_update_time: 0.0958763584, other_time: 1.9731941223
epoch time: 6.5669403076s, input_fired_time: 0.1671557873, output_fired_time: 0.0000000000, propagate_forward_time: 6.0466098785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531746864
validation[          , genome  7096] predictions:    9647/  10000 (96.47%), best:    9807/10000 (98.07%), error:      1126.83679, best error:       636.82330 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 84.7809906006s, input_fired_time: 1.4742727280, output_fired_time: 1.1491042376, propagate_forward_time: 30.2904891968, propagate_backward_time: 49.8782310486, weight_update_time: 0.0951345339, other_time: 1.9888954163
epoch time: 6.5669741631s, input_fired_time: 0.1722379178, output_fired_time: 0.0000000000, propagate_forward_time: 6.0408740044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538622856
validation[          , genome  7096] predictions:    9776/  10000 (97.76%), best:    9807/10000 (98.07%), error:       772.42773, best error:       636.82330 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.8070144653s, input_fired_time: 1.4817210436, output_fired_time: 1.1621712446, propagate_forward_time: 30.2522106171, propagate_backward_time: 49.9205932617, weight_update_time: 0.0909709856, other_time: 1.9903182983
epoch time: 6.6875219345s, input_fired_time: 0.1697246134, output_fired_time: 0.0000000000, propagate_forward_time: 6.1603951454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574023247
validation[          , genome  7096] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       720.79712, best error:       636.82330 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 84.4869461060s, input_fired_time: 1.4735552073, output_fired_time: 1.1682801247, propagate_forward_time: 30.1452026367, propagate_backward_time: 49.7106666565, weight_update_time: 0.1092437506, other_time: 1.9892387390
epoch time: 6.6167950630s, input_fired_time: 0.1708972603, output_fired_time: 0.0000000000, propagate_forward_time: 6.0947604179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511371613
validation[          , genome  7096] predictions:    9731/  10000 (97.31%), best:    9807/10000 (98.07%), error:       843.56738, best error:       636.82330 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.7319488525s, input_fired_time: 1.4845232964, output_fired_time: 1.1790111065, propagate_forward_time: 30.6532211304, propagate_backward_time: 50.4480781555, weight_update_time: 0.0916987285, other_time: 1.9671211243
epoch time: 6.5629992485s, input_fired_time: 0.1786325276, output_fired_time: 0.0000000000, propagate_forward_time: 6.0302414894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541250229
validation[          , genome  7096] predictions:    9751/  10000 (97.51%), best:    9807/10000 (98.07%), error:       848.71069, best error:       636.82330 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 84.8065109253s, input_fired_time: 1.4939582348, output_fired_time: 1.1796846390, propagate_forward_time: 30.3372325897, propagate_backward_time: 49.8322906494, weight_update_time: 0.0916698501, other_time: 1.9633407593
epoch time: 6.5346255302s, input_fired_time: 0.1707307994, output_fired_time: 0.0000000000, propagate_forward_time: 6.0078668594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560280800
validation[          , genome  7096] predictions:    9772/  10000 (97.72%), best:    9807/10000 (98.07%), error:       724.04285, best error:       636.82330 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 84.5996170044s, input_fired_time: 1.4737029076, output_fired_time: 1.1503331661, propagate_forward_time: 30.1905937195, propagate_backward_time: 49.7926788330, weight_update_time: 0.0934500322, other_time: 1.9923133850
epoch time: 6.5683269501s, input_fired_time: 0.1731963009, output_fired_time: 0.0000000000, propagate_forward_time: 6.0396728516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554577827
validation[          , genome  7096] predictions:    9762/  10000 (97.62%), best:    9807/10000 (98.07%), error:       750.42371, best error:       636.82330 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.9070968628s, input_fired_time: 1.4708570242, output_fired_time: 1.1698513031, propagate_forward_time: 30.4392929077, propagate_backward_time: 49.8584175110, weight_update_time: 0.0915123969, other_time: 1.9686775208
epoch time: 6.5211839676s, input_fired_time: 0.1713940203, output_fired_time: 0.0000000000, propagate_forward_time: 6.0012965202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484935760
validation[          , genome  7096] predictions:    9741/  10000 (97.41%), best:    9807/10000 (98.07%), error:       836.28607, best error:       636.82330 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.5979003906s, input_fired_time: 1.4804441929, output_fired_time: 1.1348431110, propagate_forward_time: 30.1945743561, propagate_backward_time: 49.8167304993, weight_update_time: 0.0907541588, other_time: 1.9713096619
epoch time: 6.5880122185s, input_fired_time: 0.1749497503, output_fired_time: 0.0000000000, propagate_forward_time: 6.0587415695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543210030
validation[          , genome  7096] predictions:    9714/  10000 (97.14%), best:    9807/10000 (98.07%), error:      1005.02557, best error:       636.82330 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.6184310913s, input_fired_time: 1.4819821119, output_fired_time: 1.1592392921, propagate_forward_time: 30.2346229553, propagate_backward_time: 49.7733688354, weight_update_time: 0.0908468515, other_time: 1.9692192078
epoch time: 6.5841679573s, input_fired_time: 0.1678546965, output_fired_time: 0.0000000000, propagate_forward_time: 6.0616426468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546705246
validation[          , genome  7096] predictions:    9781/  10000 (97.81%), best:    9807/10000 (98.07%), error:       720.67267, best error:       636.82330 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 84.6067733765s, input_fired_time: 1.4811358452, output_fired_time: 1.1354182959, propagate_forward_time: 30.2455291748, propagate_backward_time: 49.7816123962, weight_update_time: 0.1029965654, other_time: 1.9630775452
epoch time: 6.5488710403s, input_fired_time: 0.1674572676, output_fired_time: 0.0000000000, propagate_forward_time: 6.0185780525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628358841
validation[          , genome  7096] predictions:    9782/  10000 (97.82%), best:    9807/10000 (98.07%), error:       698.32703, best error:       636.82330 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 84.2505111694s, input_fired_time: 1.4718703032, output_fired_time: 1.1638375521, propagate_forward_time: 30.1119594574, propagate_backward_time: 49.5382118225, weight_update_time: 0.0910954028, other_time: 1.9646263123
epoch time: 6.5474667549s, input_fired_time: 0.1754985750, output_fired_time: 0.0000000000, propagate_forward_time: 6.0191674232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528008461
validation[          , genome  7096] predictions:    9755/  10000 (97.55%), best:    9807/10000 (98.07%), error:       835.61578, best error:       636.82330 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 84.6342315674s, input_fired_time: 1.4618896246, output_fired_time: 1.1482235193, propagate_forward_time: 30.1867885590, propagate_backward_time: 49.8484306335, weight_update_time: 0.0915175229, other_time: 1.9888954163
epoch time: 6.7039651871s, input_fired_time: 0.1716763079, output_fired_time: 0.0000000000, propagate_forward_time: 6.1586322784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736567497
validation[          , genome  7096] predictions:    9765/  10000 (97.65%), best:    9807/10000 (98.07%), error:       741.55676, best error:       636.82330 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 84.5053482056s, input_fired_time: 1.4732528925, output_fired_time: 1.1478432417, propagate_forward_time: 30.3139495850, propagate_backward_time: 49.6092376709, weight_update_time: 0.1003392637, other_time: 1.9610671997
epoch time: 6.5276799202s, input_fired_time: 0.1688293815, output_fired_time: 0.0000000000, propagate_forward_time: 6.0018825531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569679260
validation[          , genome  7096] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       788.11938, best error:       636.82330 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.6753997803s, input_fired_time: 1.4687024355, output_fired_time: 1.1300927401, propagate_forward_time: 30.2108058929, propagate_backward_time: 49.9162178040, weight_update_time: 0.0903737843, other_time: 1.9495735168
epoch time: 6.5023074150s, input_fired_time: 0.1803982109, output_fired_time: 0.0000000000, propagate_forward_time: 5.9715380669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503713608
validation[          , genome  7096] predictions:    9752/  10000 (97.52%), best:    9807/10000 (98.07%), error:       856.98596, best error:       636.82330 on epoch:    62, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 84.3558807373s, input_fired_time: 1.4509973526, output_fired_time: 1.1472343206, propagate_forward_time: 30.1955776215, propagate_backward_time: 49.6138191223, weight_update_time: 0.0918106139, other_time: 1.9482536316
epoch time: 6.4695286751s, input_fired_time: 0.1676539481, output_fired_time: 0.0000000000, propagate_forward_time: 5.9503726959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515019417
validation[          , genome  7096] predictions:    9715/  10000 (97.15%), best:    9807/10000 (98.07%), error:       930.86206, best error:       636.82330 on epoch:    62, 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: 32.8345870972s, input_fired_time: 0.8419687748, output_fired_time: 0.0000000000, propagate_forward_time: 30.1554794312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8371391296
best training[          , genome  7096] predictions:   49707/  50000 (99.41%), best:    9807/10000 (98.07%), error:      1225.26733, best error:       636.82330 on epoch:    62, 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: 6.5495667458s, input_fired_time: 0.1686414331, output_fired_time: 0.0000000000, propagate_forward_time: 6.0260863304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548388481
   testing[          , genome  7096] predictions:    9810/  10000 (98.10%), best:    9807/10000 (98.07%), error:       620.38202, best error:       636.82330 on epoch:    62, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:36:17 (15756): called boinc_finish(0)

</stderr_txt>
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