Nameexact_genome_1512185335_37_9451_1
Workunit2565742
Created5 Dec 2017, 20:49:40 UTC
Sent5 Dec 2017, 21:05:13 UTC
Report deadline21 Dec 2017, 6:06:54 UTC
Received7 Dec 2017, 18:58:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time7 hours 45 min 20 sec
CPU time7 hours 45 min 8 sec
Validate stateValid
Credit3,844.04
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.55 MB
Peak swap size157.89 MB
Peak disk usage2.79 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
77.67615 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 254.4535980225s, input_fired_time: 2.6411769390, output_fired_time: 2.4882066250, propagate_forward_time: 95.7454376221, propagate_backward_time: 149.8592834473, weight_update_time: 0.2420695126, other_time: 3.7194976807
epoch time: 20.1141433716s, input_fired_time: 0.3237526715, output_fired_time: 0.0000000000, propagate_forward_time: 19.1277122498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626777649
validation[          , genome  9451] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       696.30609, best error:       677.67615 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 254.5846710205s, input_fired_time: 2.6427726746, output_fired_time: 2.4985334873, propagate_forward_time: 95.8488159180, propagate_backward_time: 149.8882446289, weight_update_time: 0.2447497100, other_time: 3.7062988281
epoch time: 20.1693897247s, input_fired_time: 0.3232536912, output_fired_time: 0.0000000000, propagate_forward_time: 19.1828346252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633014679
validation[          , genome  9451] predictions:    9793/  10000 (97.93%), best:    9799/10000 (97.99%), error:       690.53113, best error:       677.67615 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 252.8117828369s, input_fired_time: 2.6328027248, output_fired_time: 2.4706439972, propagate_forward_time: 95.0744628906, propagate_backward_time: 148.9144439697, weight_update_time: 0.2471726984, other_time: 3.7194366455
epoch time: 19.8551273346s, input_fired_time: 0.3228386343, output_fired_time: 0.0000000000, propagate_forward_time: 18.8651523590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6671371460
validation[          , genome  9451] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       694.23712, best error:       677.67615 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 252.9863891602s, input_fired_time: 2.6594183445, output_fired_time: 2.4727907181, propagate_forward_time: 94.9574584961, propagate_backward_time: 149.1179504395, weight_update_time: 0.2560606599, other_time: 3.7787628174
epoch time: 19.8679943085s, input_fired_time: 0.3268994987, output_fired_time: 0.0000000000, propagate_forward_time: 18.8525619507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6885337830
validation[          , genome  9451] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       658.04395, best error:       658.04395 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 252.8410339355s, input_fired_time: 2.6258232594, output_fired_time: 2.4665155411, propagate_forward_time: 94.9048233032, propagate_backward_time: 149.1268157959, weight_update_time: 0.2576267421, other_time: 3.7170562744
epoch time: 20.0771121979s, input_fired_time: 0.3225161731, output_fired_time: 0.0000000000, propagate_forward_time: 19.0900115967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6645851135
validation[          , genome  9451] predictions:    9625/  10000 (96.25%), best:    9808/10000 (98.08%), error:      1133.20898, best error:       658.04395 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 254.0706481934s, input_fired_time: 2.6351678371, output_fired_time: 2.4834456444, propagate_forward_time: 95.2553024292, propagate_backward_time: 149.9617156982, weight_update_time: 0.2651674449, other_time: 3.7350311279
epoch time: 20.0666751862s, input_fired_time: 0.3225540221, output_fired_time: 0.0000000000, propagate_forward_time: 19.0783424377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657791138
validation[          , genome  9451] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       629.53308, best error:       629.53308 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 254.2557525635s, input_fired_time: 2.6383183002, output_fired_time: 2.4923005104, propagate_forward_time: 95.3155288696, propagate_backward_time: 150.0783843994, weight_update_time: 0.2736934423, other_time: 3.7312164307
epoch time: 20.0021343231s, input_fired_time: 0.3227142990, output_fired_time: 0.0000000000, propagate_forward_time: 19.0128250122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665954590
validation[          , genome  9451] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       603.77216, best error:       603.77216 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 253.9597778320s, input_fired_time: 2.6903200150, output_fired_time: 2.4834990501, propagate_forward_time: 95.2036056519, propagate_backward_time: 149.6820678711, weight_update_time: 0.2928430140, other_time: 3.9002685547
epoch time: 20.0988483429s, input_fired_time: 0.3296251595, output_fired_time: 0.0000000000, propagate_forward_time: 19.0846672058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845550537
validation[          , genome  9451] predictions:    9781/  10000 (97.81%), best:    9815/10000 (98.15%), error:       720.03711, best error:       603.77216 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 254.2158050537s, input_fired_time: 2.6610133648, output_fired_time: 2.4761621952, propagate_forward_time: 95.1159820557, propagate_backward_time: 150.1213836670, weight_update_time: 0.3008076847, other_time: 3.8412628174
epoch time: 20.0820598602s, input_fired_time: 0.3307542503, output_fired_time: 0.0000000000, propagate_forward_time: 19.0653877258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859188080
validation[          , genome  9451] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       540.84637, best error:       540.84637 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 255.1577758789s, input_fired_time: 2.6867029667, output_fired_time: 2.4930181503, propagate_forward_time: 95.3330841064, propagate_backward_time: 150.7475891113, weight_update_time: 0.3184328675, other_time: 3.8973846436
epoch time: 20.1464290619s, input_fired_time: 0.3314990997, output_fired_time: 0.0000000000, propagate_forward_time: 19.1274757385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874542236
validation[          , genome  9451] predictions:    9807/  10000 (98.07%), best:    9833/10000 (98.33%), error:       641.74744, best error:       540.84637 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 256.1280517578s, input_fired_time: 2.7087197304, output_fired_time: 2.4996354580, propagate_forward_time: 95.7109985352, propagate_backward_time: 151.2585296631, weight_update_time: 0.3329929113, other_time: 3.9501647949
epoch time: 20.1734676361s, input_fired_time: 0.3297409713, output_fired_time: 0.0000000000, propagate_forward_time: 19.1568202972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869068146
validation[          , genome  9451] predictions:    9792/  10000 (97.92%), best:    9833/10000 (98.33%), error:       666.61670, best error:       540.84637 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 254.3435668945s, input_fired_time: 2.6921000481, output_fired_time: 2.4771404266, propagate_forward_time: 94.9767608643, propagate_backward_time: 150.2516479492, weight_update_time: 0.3475122452, other_time: 3.9459228516
epoch time: 20.0080184937s, input_fired_time: 0.3266552389, output_fired_time: 0.0000000000, propagate_forward_time: 19.0067710876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6745929718
validation[          , genome  9451] predictions:    9807/  10000 (98.07%), best:    9833/10000 (98.33%), error:       635.33289, best error:       540.84637 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 254.3107604980s, input_fired_time: 2.6920361519, output_fired_time: 2.4701128006, propagate_forward_time: 95.0229263306, propagate_backward_time: 150.1509399414, weight_update_time: 0.3653703630, other_time: 3.9747619629
epoch time: 20.0481414795s, input_fired_time: 0.3302569389, output_fired_time: 0.0000000000, propagate_forward_time: 19.0321159363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6857681274
validation[          , genome  9451] predictions:    9820/  10000 (98.20%), best:    9833/10000 (98.33%), error:       589.22186, best error:       540.84637 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 255.7895812988s, input_fired_time: 2.6419603825, output_fired_time: 2.4982388020, propagate_forward_time: 95.4161529541, propagate_backward_time: 151.3935699463, weight_update_time: 0.3720214069, other_time: 3.8396453857
epoch time: 20.1263351440s, input_fired_time: 0.3246851265, output_fired_time: 0.0000000000, propagate_forward_time: 19.1421375275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595115662
validation[          , genome  9451] predictions:    9811/  10000 (98.11%), best:    9833/10000 (98.33%), error:       596.24615, best error:       540.84637 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 254.4291687012s, input_fired_time: 2.6430766582, output_fired_time: 2.4691708088, propagate_forward_time: 95.0840072632, propagate_backward_time: 150.3874053955, weight_update_time: 0.3829804957, other_time: 3.8455047607
epoch time: 19.9941902161s, input_fired_time: 0.3240614533, output_fired_time: 0.0000000000, propagate_forward_time: 19.0070285797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630992889
validation[          , genome  9451] predictions:    9817/  10000 (98.17%), best:    9833/10000 (98.33%), error:       566.97632, best error:       540.84637 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 254.9877014160s, input_fired_time: 2.6786124706, output_fired_time: 2.4786772728, propagate_forward_time: 95.1545181274, propagate_backward_time: 150.7236785889, weight_update_time: 0.3958870471, other_time: 3.9521942139
epoch time: 20.0227985382s, input_fired_time: 0.3300723135, output_fired_time: 0.0000000000, propagate_forward_time: 19.0073623657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853637695
validation[          , genome  9451] predictions:    9797/  10000 (97.97%), best:    9833/10000 (98.33%), error:       634.43225, best error:       540.84637 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 256.1352539063s, input_fired_time: 2.7080795765, output_fired_time: 2.4910762310, propagate_forward_time: 95.4354019165, propagate_backward_time: 151.4841461182, weight_update_time: 0.4057510197, other_time: 4.0165557861
epoch time: 20.0264129639s, input_fired_time: 0.3320808411, output_fired_time: 0.0000000000, propagate_forward_time: 19.0053844452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6889476776
validation[          , genome  9451] predictions:    9808/  10000 (98.08%), best:    9833/10000 (98.33%), error:       608.51886, best error:       540.84637 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 254.6798706055s, input_fired_time: 2.6959619522, output_fired_time: 2.4685919285, propagate_forward_time: 94.8212585449, propagate_backward_time: 150.6887359619, weight_update_time: 0.4092809260, other_time: 4.0053100586
epoch time: 20.0242290497s, input_fired_time: 0.3316605687, output_fired_time: 0.0000000000, propagate_forward_time: 19.0089015961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836662292
validation[          , genome  9451] predictions:    9828/  10000 (98.28%), best:    9833/10000 (98.33%), error:       584.29480, best error:       540.84637 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 254.7150268555s, input_fired_time: 2.6531715393, output_fired_time: 2.4752924442, propagate_forward_time: 95.0060882568, propagate_backward_time: 150.7179870605, weight_update_time: 0.4046171904, other_time: 3.8624877930
epoch time: 19.9639148712s, input_fired_time: 0.3262972236, output_fired_time: 0.0000000000, propagate_forward_time: 18.9732780457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643390656
validation[          , genome  9451] predictions:    9821/  10000 (98.21%), best:    9833/10000 (98.33%), error:       635.85773, best error:       540.84637 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 256.1390991211s, input_fired_time: 2.6877448559, output_fired_time: 2.4866571426, propagate_forward_time: 95.4098052979, propagate_backward_time: 151.5948028564, weight_update_time: 0.4103971422, other_time: 3.9600830078
epoch time: 20.0164585114s, input_fired_time: 0.3260234892, output_fired_time: 0.0000000000, propagate_forward_time: 19.0242671967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661682129
validation[          , genome  9451] predictions:    9791/  10000 (97.91%), best:    9833/10000 (98.33%), error:       686.91425, best error:       540.84637 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 254.5030059814s, input_fired_time: 2.6507318020, output_fired_time: 2.4714448452, propagate_forward_time: 94.7733459473, propagate_backward_time: 150.7483062744, weight_update_time: 0.4033309817, other_time: 3.8591766357
epoch time: 19.8958950043s, input_fired_time: 0.3259658217, output_fired_time: 0.0000000000, propagate_forward_time: 18.9085865021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613426208
validation[          , genome  9451] predictions:    9813/  10000 (98.13%), best:    9833/10000 (98.33%), error:       573.34741, best error:       540.84637 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 255.6847534180s, input_fired_time: 2.7038414478, output_fired_time: 2.4868400097, propagate_forward_time: 95.0813217163, propagate_backward_time: 151.3946228027, weight_update_time: 0.4115392566, other_time: 4.0181274414
epoch time: 20.0308990479s, input_fired_time: 0.3303962648, output_fired_time: 0.0000000000, propagate_forward_time: 19.0170059204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6834964752
validation[          , genome  9451] predictions:    9832/  10000 (98.32%), best:    9833/10000 (98.33%), error:       563.14972, best error:       540.84637 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 254.9133758545s, input_fired_time: 2.7033476830, output_fired_time: 2.4785439968, propagate_forward_time: 94.8516311646, propagate_backward_time: 150.8580627441, weight_update_time: 0.4119041860, other_time: 4.0217895508
epoch time: 19.9813117981s, input_fired_time: 0.3315934539, output_fired_time: 0.0000000000, propagate_forward_time: 18.9681015015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6816177368
validation[          , genome  9451] predictions:    9836/  10000 (98.36%), best:    9833/10000 (98.33%), error:       548.41644, best error:       540.84637 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 254.8713989258s, input_fired_time: 2.6505732536, output_fired_time: 2.4816186428, propagate_forward_time: 94.9592895508, propagate_backward_time: 150.9155273438, weight_update_time: 0.4061379135, other_time: 3.8643951416
epoch time: 19.9708576202s, input_fired_time: 0.3285078704, output_fired_time: 0.0000000000, propagate_forward_time: 18.9829616547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593875885
validation[          , genome  9451] predictions:    9798/  10000 (97.98%), best:    9833/10000 (98.33%), error:       631.47595, best error:       540.84637 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 255.2762603760s, input_fired_time: 2.6547522545, output_fired_time: 2.4747257233, propagate_forward_time: 95.0646591187, propagate_backward_time: 151.2168731689, weight_update_time: 0.4071748555, other_time: 3.8652496338
epoch time: 19.9805564880s, input_fired_time: 0.3261994421, output_fired_time: 0.0000000000, propagate_forward_time: 18.9957389832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6586189270
validation[          , genome  9451] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       483.28247, best error:       483.28247 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 255.0187988281s, input_fired_time: 2.6545495987, output_fired_time: 2.4733204842, propagate_forward_time: 94.9405593872, propagate_backward_time: 151.0864868164, weight_update_time: 0.4046747088, other_time: 3.8638610840
epoch time: 19.9776363373s, input_fired_time: 0.3261694610, output_fired_time: 0.0000000000, propagate_forward_time: 18.9920196533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594467163
validation[          , genome  9451] predictions:    9826/  10000 (98.26%), best:    9857/10000 (98.57%), error:       583.50067, best error:       483.28247 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 254.9495544434s, input_fired_time: 2.6619257927, output_fired_time: 2.4622921944, propagate_forward_time: 94.9559478760, propagate_backward_time: 150.9862823486, weight_update_time: 0.4036719799, other_time: 3.8831024170
epoch time: 20.0763530731s, input_fired_time: 0.3268550932, output_fired_time: 0.0000000000, propagate_forward_time: 19.0874481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6620502472
validation[          , genome  9451] predictions:    9820/  10000 (98.20%), best:    9857/10000 (98.57%), error:       601.93115, best error:       483.28247 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 256.5956726074s, input_fired_time: 2.6578075886, output_fired_time: 2.4898865223, propagate_forward_time: 95.4628677368, propagate_backward_time: 152.1121978760, weight_update_time: 0.4074304700, other_time: 3.8729095459
epoch time: 20.0883827209s, input_fired_time: 0.3251720965, output_fired_time: 0.0000000000, propagate_forward_time: 19.0999851227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632251740
validation[          , genome  9451] predictions:    9841/  10000 (98.41%), best:    9857/10000 (98.57%), error:       515.94867, best error:       483.28247 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 256.7084655762s, input_fired_time: 2.6901361942, output_fired_time: 2.4889755249, propagate_forward_time: 95.4736328125, propagate_backward_time: 152.1059265137, weight_update_time: 0.4109504819, other_time: 3.9497985840
epoch time: 20.1379470825s, input_fired_time: 0.3252989948, output_fired_time: 0.0000000000, propagate_forward_time: 19.1502170563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624317169
validation[          , genome  9451] predictions:    9809/  10000 (98.09%), best:    9857/10000 (98.57%), error:       623.31824, best error:       483.28247 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 255.4589538574s, input_fired_time: 2.6982305050, output_fired_time: 2.4764933586, propagate_forward_time: 95.0073394775, propagate_backward_time: 151.2714385986, weight_update_time: 0.4131124616, other_time: 4.0054626465
epoch time: 19.9553604126s, input_fired_time: 0.3272049725, output_fired_time: 0.0000000000, propagate_forward_time: 18.9644775391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636772156
validation[          , genome  9451] predictions:    9838/  10000 (98.38%), best:    9857/10000 (98.57%), error:       535.08325, best error:       483.28247 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 255.2798004150s, input_fired_time: 2.7139174938, output_fired_time: 2.4838171005, propagate_forward_time: 94.8536682129, propagate_backward_time: 151.2144622803, weight_update_time: 0.4124853015, other_time: 4.0139465332
epoch time: 19.9915142059s, input_fired_time: 0.3294321001, output_fired_time: 0.0000000000, propagate_forward_time: 18.9784526825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836299896
validation[          , genome  9451] predictions:    9840/  10000 (98.40%), best:    9857/10000 (98.57%), error:       512.74005, best error:       483.28247 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 256.4019775391s, input_fired_time: 2.7054464817, output_fired_time: 2.4882197380, propagate_forward_time: 95.3126754761, propagate_backward_time: 151.9121856689, weight_update_time: 0.4111831784, other_time: 3.9834442139
epoch time: 20.1317253113s, input_fired_time: 0.3342516720, output_fired_time: 0.0000000000, propagate_forward_time: 19.1102428436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872310638
validation[          , genome  9451] predictions:    9836/  10000 (98.36%), best:    9857/10000 (98.57%), error:       531.82416, best error:       483.28247 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 256.8228454590s, input_fired_time: 2.6961081028, output_fired_time: 2.4874958992, propagate_forward_time: 95.4599914551, propagate_backward_time: 152.2192993164, weight_update_time: 0.4103624523, other_time: 3.9599456787
epoch time: 20.0756473541s, input_fired_time: 0.3265483975, output_fired_time: 0.0000000000, propagate_forward_time: 19.0861778259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629219055
validation[          , genome  9451] predictions:    9829/  10000 (98.29%), best:    9857/10000 (98.57%), error:       525.02826, best error:       483.28247 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 256.1373901367s, input_fired_time: 2.6972038746, output_fired_time: 2.4882597923, propagate_forward_time: 95.1729888916, propagate_backward_time: 151.8014221191, weight_update_time: 0.4110940993, other_time: 3.9775085449
epoch time: 19.9195537567s, input_fired_time: 0.3262878954, output_fired_time: 0.0000000000, propagate_forward_time: 18.9302005768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630649567
validation[          , genome  9451] predictions:    9817/  10000 (98.17%), best:    9857/10000 (98.57%), error:       616.69104, best error:       483.28247 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 256.2078552246s, input_fired_time: 2.6604187489, output_fired_time: 2.4861190319, propagate_forward_time: 95.1734466553, propagate_backward_time: 152.0148925781, weight_update_time: 0.4094690681, other_time: 3.8729858398
epoch time: 19.9963970184s, input_fired_time: 0.3293377161, output_fired_time: 0.0000000000, propagate_forward_time: 19.0093879700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576709747
validation[          , genome  9451] predictions:    9783/  10000 (97.83%), best:    9857/10000 (98.57%), error:       649.65521, best error:       483.28247 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 256.2149658203s, input_fired_time: 2.6647803783, output_fired_time: 2.4859657288, propagate_forward_time: 95.3157348633, propagate_backward_time: 151.8822326660, weight_update_time: 0.4062802196, other_time: 3.8662567139
epoch time: 20.0772228241s, input_fired_time: 0.3282698393, output_fired_time: 0.0000000000, propagate_forward_time: 19.0887680054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6601848602
validation[          , genome  9451] predictions:    9847/  10000 (98.47%), best:    9857/10000 (98.57%), error:       500.13287, best error:       483.28247 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 255.4299011230s, input_fired_time: 2.6632828712, output_fired_time: 2.4760212898, propagate_forward_time: 95.0416107178, propagate_backward_time: 151.3753814697, weight_update_time: 0.4057227373, other_time: 3.8735961914
epoch time: 19.9842357635s, input_fired_time: 0.3290903866, output_fired_time: 0.0000000000, propagate_forward_time: 18.9983406067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568050385
validation[          , genome  9451] predictions:    9792/  10000 (97.92%), best:    9857/10000 (98.57%), error:       663.98914, best error:       483.28247 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 255.4822692871s, input_fired_time: 2.6637890339, output_fired_time: 2.4732780457, propagate_forward_time: 95.0815505981, propagate_backward_time: 151.3920593262, weight_update_time: 0.4052576125, other_time: 3.8715820313
epoch time: 20.0432910919s, input_fired_time: 0.3279511929, output_fired_time: 0.0000000000, propagate_forward_time: 19.0547790527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605606079
validation[          , genome  9451] predictions:    9808/  10000 (98.08%), best:    9857/10000 (98.57%), error:       598.02228, best error:       483.28247 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 254.9011688232s, input_fired_time: 2.7083363533, output_fired_time: 2.4636123180, propagate_forward_time: 94.7116546631, propagate_backward_time: 151.0178527832, weight_update_time: 0.4104860127, other_time: 3.9997100830
epoch time: 19.9746017456s, input_fired_time: 0.3332106769, output_fired_time: 0.0000000000, propagate_forward_time: 18.9560012817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853904724
validation[          , genome  9451] predictions:    9829/  10000 (98.29%), best:    9857/10000 (98.57%), error:       592.27667, best error:       483.28247 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 256.8403625488s, input_fired_time: 2.6641354561, output_fired_time: 2.4926998615, propagate_forward_time: 95.4759292603, propagate_backward_time: 152.3413238525, weight_update_time: 0.4076036513, other_time: 3.8662567139
epoch time: 20.0675258636s, input_fired_time: 0.3284244537, output_fired_time: 0.0000000000, propagate_forward_time: 19.0789909363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6601104736
validation[          , genome  9451] predictions:    9818/  10000 (98.18%), best:    9857/10000 (98.57%), error:       559.74243, best error:       483.28247 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 255.2622680664s, input_fired_time: 2.7053196430, output_fired_time: 2.4695444107, propagate_forward_time: 94.9423446655, propagate_backward_time: 151.1480255127, weight_update_time: 0.4102483690, other_time: 3.9970245361
epoch time: 20.0031776428s, input_fired_time: 0.3325662017, output_fired_time: 0.0000000000, propagate_forward_time: 18.9899120331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6807003021
validation[          , genome  9451] predictions:    9834/  10000 (98.34%), best:    9857/10000 (98.57%), error:       558.90942, best error:       483.28247 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 257.0280151367s, input_fired_time: 2.7222447395, output_fired_time: 2.4986455441, propagate_forward_time: 95.3358230591, propagate_backward_time: 152.4558410645, weight_update_time: 0.4108678997, other_time: 4.0154724121
epoch time: 20.0983753204s, input_fired_time: 0.3337409198, output_fired_time: 0.0000000000, propagate_forward_time: 19.0785942078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860408783
validation[          , genome  9451] predictions:    9843/  10000 (98.43%), best:    9857/10000 (98.57%), error:       526.28149, best error:       483.28247 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 255.0114898682s, input_fired_time: 2.7232339382, output_fired_time: 2.4693512917, propagate_forward_time: 94.7816543579, propagate_backward_time: 151.0123748779, weight_update_time: 0.4113906324, other_time: 4.0248870850
epoch time: 19.9997138977s, input_fired_time: 0.3333658278, output_fired_time: 0.0000000000, propagate_forward_time: 18.9873771667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789703369
validation[          , genome  9451] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       475.99905, best error:       475.99905 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 256.1990966797s, input_fired_time: 2.6707446575, output_fired_time: 2.4817895889, propagate_forward_time: 95.2865371704, propagate_backward_time: 151.8791656494, weight_update_time: 0.4052076638, other_time: 3.8808441162
epoch time: 20.0899715424s, input_fired_time: 0.3303158879, output_fired_time: 0.0000000000, propagate_forward_time: 19.0935115814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661434174
validation[          , genome  9451] predictions:    9819/  10000 (98.19%), best:    9859/10000 (98.59%), error:       636.53662, best error:       475.99905 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 255.6801147461s, input_fired_time: 2.7230491638, output_fired_time: 2.4820654392, propagate_forward_time: 95.0041427612, propagate_backward_time: 151.4593658447, weight_update_time: 0.4101844430, other_time: 4.0114898682
epoch time: 19.9161281586s, input_fired_time: 0.3325729370, output_fired_time: 0.0000000000, propagate_forward_time: 18.8929691315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905860901
validation[          , genome  9451] predictions:    9831/  10000 (98.31%), best:    9859/10000 (98.59%), error:       556.75415, best error:       475.99905 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 257.3609008789s, input_fired_time: 2.7328789234, output_fired_time: 2.5024895668, propagate_forward_time: 95.5111160278, propagate_backward_time: 152.5888977051, weight_update_time: 0.4147119224, other_time: 4.0255126953
epoch time: 20.0822887421s, input_fired_time: 0.3352119327, output_fired_time: 0.0000000000, propagate_forward_time: 19.0632610321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838150024
validation[          , genome  9451] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       544.30121, best error:       475.99905 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 255.6945343018s, input_fired_time: 2.7170517445, output_fired_time: 2.4772508144, propagate_forward_time: 94.9890136719, propagate_backward_time: 151.5075073242, weight_update_time: 0.4103671610, other_time: 4.0037078857
epoch time: 20.0067710876s, input_fired_time: 0.3357177973, output_fired_time: 0.0000000000, propagate_forward_time: 18.9808635712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6901893616
validation[          , genome  9451] predictions:    9821/  10000 (98.21%), best:    9859/10000 (98.59%), error:       572.03760, best error:       475.99905 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 256.2242736816s, input_fired_time: 2.6654403210, output_fired_time: 2.4849867821, propagate_forward_time: 95.1766357422, propagate_backward_time: 152.0187988281, weight_update_time: 0.4063996971, other_time: 3.8784179688
epoch time: 20.0422954559s, input_fired_time: 0.3293603659, output_fired_time: 0.0000000000, propagate_forward_time: 19.0498619080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630725861
validation[          , genome  9451] predictions:    9836/  10000 (98.36%), best:    9859/10000 (98.59%), error:       529.30927, best error:       475.99905 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 257.1423034668s, input_fired_time: 2.7411987782, output_fired_time: 2.4962658882, propagate_forward_time: 95.4418869019, propagate_backward_time: 152.4362640381, weight_update_time: 0.4124085009, other_time: 4.0266876221
epoch time: 20.0811748505s, input_fired_time: 0.3329441845, output_fired_time: 0.0000000000, propagate_forward_time: 19.0890731812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591567993
validation[          , genome  9451] predictions:    9854/  10000 (98.54%), best:    9859/10000 (98.59%), error:       529.17938, best error:       475.99905 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 255.4622497559s, input_fired_time: 2.6888034344, output_fired_time: 2.4756758213, propagate_forward_time: 94.9172668457, propagate_backward_time: 151.4630126953, weight_update_time: 0.4085918069, other_time: 3.9174957275
epoch time: 20.0017127991s, input_fired_time: 0.3354408443, output_fired_time: 0.0000000000, propagate_forward_time: 18.9884262085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778450012
validation[          , genome  9451] predictions:    9851/  10000 (98.51%), best:    9859/10000 (98.59%), error:       498.48392, best error:       475.99905 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 257.1361389160s, input_fired_time: 2.7313454151, output_fired_time: 2.4863572121, propagate_forward_time: 95.4273300171, propagate_backward_time: 152.4681091309, weight_update_time: 0.4131318331, other_time: 4.0230102539
epoch time: 20.1625175476s, input_fired_time: 0.3378747702, output_fired_time: 0.0000000000, propagate_forward_time: 19.1409645081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836776733
validation[          , genome  9451] predictions:    9840/  10000 (98.40%), best:    9859/10000 (98.59%), error:       510.18228, best error:       475.99905 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 256.5119628906s, input_fired_time: 2.6724109650, output_fired_time: 2.4893088341, propagate_forward_time: 95.2674789429, propagate_backward_time: 152.2098083496, weight_update_time: 0.4060147703, other_time: 3.8729553223
epoch time: 19.9918804169s, input_fired_time: 0.3296457231, output_fired_time: 0.0000000000, propagate_forward_time: 19.0022068024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600284576
validation[          , genome  9451] predictions:    9851/  10000 (98.51%), best:    9859/10000 (98.59%), error:       510.70691, best error:       475.99905 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 255.7733764648s, input_fired_time: 2.6716184616, output_fired_time: 2.4786634445, propagate_forward_time: 95.0991973877, propagate_backward_time: 151.6507873535, weight_update_time: 0.4071731865, other_time: 3.8731079102
epoch time: 20.0601596832s, input_fired_time: 0.3362878859, output_fired_time: 0.0000000000, propagate_forward_time: 19.0399532318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839179993
validation[          , genome  9451] predictions:    9812/  10000 (98.12%), best:    9859/10000 (98.59%), error:       578.76331, best error:       475.99905 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 255.3963470459s, input_fired_time: 2.7131805420, output_fired_time: 2.4647448063, propagate_forward_time: 94.9776229858, propagate_backward_time: 151.2601318359, weight_update_time: 0.4108911753, other_time: 3.9806518555
epoch time: 19.9409065247s, input_fired_time: 0.3347663581, output_fired_time: 0.0000000000, propagate_forward_time: 18.9198894501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862506866
validation[          , genome  9451] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       519.06714, best error:       475.99905 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 261.4906005859s, input_fired_time: 2.7506842613, output_fired_time: 2.5068666935, propagate_forward_time: 96.4363555908, propagate_backward_time: 155.7938232422, weight_update_time: 0.4166207612, other_time: 4.0028839111
epoch time: 20.0443458557s, input_fired_time: 0.3310352564, output_fired_time: 0.0000000000, propagate_forward_time: 19.0524425507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6608676910
validation[          , genome  9451] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       507.90225, best error:       475.99905 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 255.6305847168s, input_fired_time: 2.7188878059, output_fired_time: 2.4715323448, propagate_forward_time: 94.8349609375, propagate_backward_time: 151.5942230225, weight_update_time: 0.4109646082, other_time: 4.0109863281
epoch time: 19.9864673615s, input_fired_time: 0.3306183219, output_fired_time: 0.0000000000, propagate_forward_time: 18.9902877808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655616760
validation[          , genome  9451] predictions:    9855/  10000 (98.55%), best:    9859/10000 (98.59%), error:       484.39954, best error:       475.99905 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 255.4936065674s, input_fired_time: 2.7263505459, output_fired_time: 2.4726219177, propagate_forward_time: 94.9296798706, propagate_backward_time: 151.3460845947, weight_update_time: 0.4122870564, other_time: 4.0188751221
epoch time: 20.0328845978s, input_fired_time: 0.3368765414, output_fired_time: 0.0000000000, propagate_forward_time: 19.0105552673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854534149
validation[          , genome  9451] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       558.39069, best error:       475.99905 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 257.2076110840s, input_fired_time: 2.7314047813, output_fired_time: 2.4922978878, propagate_forward_time: 95.5082626343, propagate_backward_time: 152.4663391113, weight_update_time: 0.4130980372, other_time: 4.0093078613
epoch time: 20.1515502930s, input_fired_time: 0.3374057710, output_fired_time: 0.0000000000, propagate_forward_time: 19.1299667358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841773987
validation[          , genome  9451] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       545.12592, best error:       475.99905 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 257.0510559082s, input_fired_time: 2.7371728420, output_fired_time: 2.4891939163, propagate_forward_time: 95.4070663452, propagate_backward_time: 152.3895874023, weight_update_time: 0.4101608694, other_time: 4.0280456543
epoch time: 19.9966869354s, input_fired_time: 0.3292702734, output_fired_time: 0.0000000000, propagate_forward_time: 19.0040302277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633872986
validation[          , genome  9451] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       502.93103, best error:       475.99905 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 255.5439758301s, input_fired_time: 2.7246065140, output_fired_time: 2.4627032280, propagate_forward_time: 94.9746932983, propagate_backward_time: 151.3756561279, weight_update_time: 0.4115497172, other_time: 4.0063018799
epoch time: 20.0475578308s, input_fired_time: 0.3318129182, output_fired_time: 0.0000000000, propagate_forward_time: 19.0538673401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6618766785
validation[          , genome  9451] predictions:    9856/  10000 (98.56%), best:    9859/10000 (98.59%), error:       497.29611, best error:       475.99905 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 258.4511718750s, input_fired_time: 2.7153151035, output_fired_time: 2.4969260693, propagate_forward_time: 96.1004638672, propagate_backward_time: 153.0802764893, weight_update_time: 0.4142560959, other_time: 4.0581817627
epoch time: 20.1017532349s, input_fired_time: 0.3380524814, output_fired_time: 0.0000000000, propagate_forward_time: 19.0801544189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835460663
validation[          , genome  9451] predictions:    9835/  10000 (98.35%), best:    9859/10000 (98.59%), error:       554.83264, best error:       475.99905 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 257.2307739258s, input_fired_time: 2.7427206039, output_fired_time: 2.4953312874, propagate_forward_time: 95.4581375122, propagate_backward_time: 152.5149993896, weight_update_time: 0.4115842581, other_time: 4.0195770264
epoch time: 20.0779743195s, input_fired_time: 0.3371648788, output_fired_time: 0.0000000000, propagate_forward_time: 19.0620784760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787319183
validation[          , genome  9451] predictions:    9815/  10000 (98.15%), best:    9859/10000 (98.59%), error:       558.86243, best error:       475.99905 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 255.6950683594s, input_fired_time: 2.7245528698, output_fired_time: 2.4672219753, propagate_forward_time: 94.8965835571, propagate_backward_time: 151.6094818115, weight_update_time: 0.4111996591, other_time: 3.9972381592
epoch time: 19.9956111908s, input_fired_time: 0.3351841271, output_fired_time: 0.0000000000, propagate_forward_time: 18.9786453247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817817688
validation[          , genome  9451] predictions:    9833/  10000 (98.33%), best:    9859/10000 (98.59%), error:       550.15704, best error:       475.99905 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 254.9419860840s, input_fired_time: 2.7266855240, output_fired_time: 2.4670329094, propagate_forward_time: 94.6819229126, propagate_backward_time: 151.0522155762, weight_update_time: 0.4092079103, other_time: 4.0141296387
epoch time: 19.9541110992s, input_fired_time: 0.3341196179, output_fired_time: 0.0000000000, propagate_forward_time: 18.9359817505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6840095520
validation[          , genome  9451] predictions:    9816/  10000 (98.16%), best:    9859/10000 (98.59%), error:       564.02905, best error:       475.99905 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 256.6090087891s, input_fired_time: 2.7283375263, output_fired_time: 2.4908564091, propagate_forward_time: 95.2551269531, propagate_backward_time: 152.1516265869, weight_update_time: 0.4096528888, other_time: 3.9830627441
epoch time: 20.0970439911s, input_fired_time: 0.3367471099, output_fired_time: 0.0000000000, propagate_forward_time: 19.0771923065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6831054688
validation[          , genome  9451] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       521.53033, best error:       475.99905 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 256.4628295898s, input_fired_time: 2.6857068539, output_fired_time: 2.4874951839, propagate_forward_time: 95.2449417114, propagate_backward_time: 152.1824035645, weight_update_time: 0.4069904387, other_time: 3.8623046875
epoch time: 20.0826683044s, input_fired_time: 0.3307037652, output_fired_time: 0.0000000000, propagate_forward_time: 19.0890464783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629180908
validation[          , genome  9451] predictions:    9853/  10000 (98.53%), best:    9859/10000 (98.59%), error:       494.00433, best error:       475.99905 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 257.1969299316s, input_fired_time: 2.6841990948, output_fired_time: 2.4955880642, propagate_forward_time: 95.4854278564, propagate_backward_time: 152.6587982178, weight_update_time: 0.4081233144, other_time: 3.8729095459
epoch time: 20.0358085632s, input_fired_time: 0.3317259848, output_fired_time: 0.0000000000, propagate_forward_time: 19.0402736664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638088226
validation[          , genome  9451] predictions:    9867/  10000 (98.67%), best:    9859/10000 (98.59%), error:       479.11441, best error:       475.99905 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 256.6754150391s, input_fired_time: 2.7462079525, output_fired_time: 2.4857945442, propagate_forward_time: 95.2202224731, propagate_backward_time: 152.2051391602, weight_update_time: 0.4139663875, other_time: 4.0180664063
epoch time: 20.1432533264s, input_fired_time: 0.3404133320, output_fired_time: 0.0000000000, propagate_forward_time: 19.1184082031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844310760
validation[          , genome  9451] predictions:    9851/  10000 (98.51%), best:    9859/10000 (98.59%), error:       476.83954, best error:       475.99905 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 255.7582702637s, input_fired_time: 2.7322721481, output_fired_time: 2.4737966061, propagate_forward_time: 94.8611526489, propagate_backward_time: 151.6900787354, weight_update_time: 0.4109561145, other_time: 4.0009613037
epoch time: 20.0061283112s, input_fired_time: 0.3370033503, output_fired_time: 0.0000000000, propagate_forward_time: 18.9838981628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852264404
validation[          , genome  9451] predictions:    9830/  10000 (98.30%), best:    9859/10000 (98.59%), error:       527.75958, best error:       475.99905 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 257.1272277832s, input_fired_time: 2.7381215096, output_fired_time: 2.4913666248, propagate_forward_time: 95.4640045166, propagate_backward_time: 152.4273834229, weight_update_time: 0.4131750166, other_time: 4.0063476563
epoch time: 20.1206798553s, input_fired_time: 0.3386406898, output_fired_time: 0.0000000000, propagate_forward_time: 19.0990943909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829452515
validation[          , genome  9451] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       547.50378, best error:       475.99905 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 254.9670257568s, input_fired_time: 2.7326629162, output_fired_time: 2.4608490467, propagate_forward_time: 94.7286987305, propagate_backward_time: 151.0265197754, weight_update_time: 0.4132503569, other_time: 4.0182952881
epoch time: 19.9944362640s, input_fired_time: 0.3390046954, output_fired_time: 0.0000000000, propagate_forward_time: 18.9791679382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6762638092
validation[          , genome  9451] predictions:    9784/  10000 (97.84%), best:    9859/10000 (98.59%), error:       683.54041, best error:       475.99905 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 257.0786743164s, input_fired_time: 2.7456896305, output_fired_time: 2.4949052334, propagate_forward_time: 95.3750228882, propagate_backward_time: 152.4347381592, weight_update_time: 0.4125856161, other_time: 4.0283050537
epoch time: 20.1008529663s, input_fired_time: 0.3400330842, output_fired_time: 0.0000000000, propagate_forward_time: 19.0780353546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827850342
validation[          , genome  9451] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       511.77905, best error:       475.99905 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 256.5327453613s, input_fired_time: 2.7009890079, output_fired_time: 2.4850070477, propagate_forward_time: 95.3372879028, propagate_backward_time: 152.1091461182, weight_update_time: 0.4085876048, other_time: 3.9003143311
epoch time: 20.0873107910s, input_fired_time: 0.3335221112, output_fired_time: 0.0000000000, propagate_forward_time: 19.0897502899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6640377045
validation[          , genome  9451] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       523.27759, best error:       475.99905 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 255.1478576660s, input_fired_time: 2.7250547409, output_fired_time: 2.4727122784, propagate_forward_time: 94.6944580078, propagate_backward_time: 151.2636413574, weight_update_time: 0.4106725156, other_time: 3.9919891357
epoch time: 19.9148674011s, input_fired_time: 0.3397406638, output_fired_time: 0.0000000000, propagate_forward_time: 18.8892440796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858825684
validation[          , genome  9451] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       485.69571, best error:       475.99905 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 255.2620239258s, input_fired_time: 2.7386252880, output_fired_time: 2.4706683159, propagate_forward_time: 94.7817535400, propagate_backward_time: 151.2468872070, weight_update_time: 0.4113175273, other_time: 4.0240783691
epoch time: 19.9533176422s, input_fired_time: 0.3390165865, output_fired_time: 0.0000000000, propagate_forward_time: 18.9332084656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810932159
validation[          , genome  9451] predictions:    9846/  10000 (98.46%), best:    9859/10000 (98.59%), error:       483.89883, best error:       475.99905 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 255.0175323486s, input_fired_time: 2.6757545471, output_fired_time: 2.4649333954, propagate_forward_time: 94.8016281128, propagate_backward_time: 151.2249603271, weight_update_time: 0.4054689109, other_time: 3.8502655029
epoch time: 19.9713973999s, input_fired_time: 0.3313651085, output_fired_time: 0.0000000000, propagate_forward_time: 18.9799766541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600551605
validation[          , genome  9451] predictions:    9847/  10000 (98.47%), best:    9859/10000 (98.59%), error:       552.58209, best error:       475.99905 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 256.7998962402s, input_fired_time: 2.7361810207, output_fired_time: 2.4850654602, propagate_forward_time: 95.3157424927, propagate_backward_time: 152.2917175293, weight_update_time: 0.4098166823, other_time: 3.9711914063
epoch time: 20.0857200623s, input_fired_time: 0.3337668180, output_fired_time: 0.0000000000, propagate_forward_time: 19.0964164734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6555366516
validation[          , genome  9451] predictions:    9836/  10000 (98.36%), best:    9859/10000 (98.59%), error:       557.25909, best error:       475.99905 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 256.3756713867s, input_fired_time: 2.7148892879, output_fired_time: 2.4840624332, propagate_forward_time: 95.1739425659, propagate_backward_time: 152.0732727051, weight_update_time: 0.4089150131, other_time: 3.9295043945
epoch time: 20.0685863495s, input_fired_time: 0.3345471919, output_fired_time: 0.0000000000, propagate_forward_time: 19.0734882355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605510712
validation[          , genome  9451] predictions:    9857/  10000 (98.57%), best:    9859/10000 (98.59%), error:       481.75235, best error:       475.99905 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 255.7685089111s, input_fired_time: 2.7327659130, output_fired_time: 2.4776327610, propagate_forward_time: 94.8584060669, propagate_backward_time: 151.6887207031, weight_update_time: 0.4111697674, other_time: 4.0109863281
epoch time: 19.9414386749s, input_fired_time: 0.3372302949, output_fired_time: 0.0000000000, propagate_forward_time: 18.9195308685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846771240
validation[          , genome  9451] predictions:    9846/  10000 (98.46%), best:    9859/10000 (98.59%), error:       513.30566, best error:       475.99905 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 256.0691833496s, input_fired_time: 2.6961851120, output_fired_time: 2.4740800858, propagate_forward_time: 95.1629333496, propagate_backward_time: 151.8694915771, weight_update_time: 0.4073634148, other_time: 3.8665008545
epoch time: 20.0048408508s, input_fired_time: 0.3327942193, output_fired_time: 0.0000000000, propagate_forward_time: 19.0044155121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676311493
validation[          , genome  9451] predictions:    9848/  10000 (98.48%), best:    9859/10000 (98.59%), error:       487.26199, best error:       475.99905 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 257.2391662598s, input_fired_time: 2.7271337509, output_fired_time: 2.4880025387, propagate_forward_time: 95.5734939575, propagate_backward_time: 152.4989013672, weight_update_time: 0.4094653130, other_time: 3.9516296387
epoch time: 20.0985736847s, input_fired_time: 0.3354758322, output_fired_time: 0.0000000000, propagate_forward_time: 19.1057815552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573162079
validation[          , genome  9451] predictions:    9841/  10000 (98.41%), best:    9859/10000 (98.59%), error:       517.53381, best error:       475.99905 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 255.4497680664s, input_fired_time: 2.6856875420, output_fired_time: 2.4741868973, propagate_forward_time: 94.7916564941, propagate_backward_time: 151.6311492920, weight_update_time: 0.4035074711, other_time: 3.8670959473
epoch time: 19.8442420959s, input_fired_time: 0.3340128660, output_fired_time: 0.0000000000, propagate_forward_time: 18.8551902771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6550388336
validation[          , genome  9451] predictions:    9851/  10000 (98.51%), best:    9859/10000 (98.59%), error:       496.95773, best error:       475.99905 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 256.3565063477s, input_fired_time: 2.6973211765, output_fired_time: 2.4771394730, propagate_forward_time: 95.3516998291, propagate_backward_time: 151.9501800537, weight_update_time: 0.4074966609, other_time: 3.8801574707
epoch time: 20.0670032501s, input_fired_time: 0.3352828324, output_fired_time: 0.0000000000, propagate_forward_time: 19.0658950806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658248901
validation[          , genome  9451] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       496.84958, best error:       475.99905 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 257.1393127441s, input_fired_time: 2.7541153431, output_fired_time: 2.4835703373, propagate_forward_time: 95.4669952393, propagate_backward_time: 152.4124298096, weight_update_time: 0.4139064550, other_time: 4.0222015381
epoch time: 20.1506309509s, input_fired_time: 0.3396833837, output_fired_time: 0.0000000000, propagate_forward_time: 19.1249675751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859798431
validation[          , genome  9451] predictions:    9850/  10000 (98.50%), best:    9859/10000 (98.59%), error:       513.61444, best error:       475.99905 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 256.5042114258s, input_fired_time: 2.6844792366, output_fired_time: 2.4812951088, propagate_forward_time: 95.3218612671, propagate_backward_time: 152.1619415283, weight_update_time: 0.4070158601, other_time: 3.8546295166
epoch time: 20.0903244019s, input_fired_time: 0.3359309435, output_fired_time: 0.0000000000, propagate_forward_time: 19.0938491821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605434418
validation[          , genome  9451] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       528.09808, best error:       475.99905 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 256.4983215332s, input_fired_time: 2.6950478554, output_fired_time: 2.4818153381, propagate_forward_time: 95.2760086060, propagate_backward_time: 152.1764221191, weight_update_time: 0.4059187472, other_time: 3.8690185547
epoch time: 20.0228557587s, input_fired_time: 0.3346087933, output_fired_time: 0.0000000000, propagate_forward_time: 19.0322895050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6559581757
validation[          , genome  9451] predictions:    9856/  10000 (98.56%), best:    9859/10000 (98.59%), error:       483.63574, best error:       475.99905 on epoch:    57, 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: 100.2720718384s, input_fired_time: 1.6639437675, output_fired_time: 0.0000000000, propagate_forward_time: 95.1779708862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4301605225
best training[          , genome  9451] predictions:   49843/  50000 (99.69%), best:    9859/10000 (98.59%), error:       725.97345, best error:       475.99905 on epoch:    57, 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: 20.1325588226s, input_fired_time: 0.3339245617, output_fired_time: 0.0000000000, propagate_forward_time: 19.1133136749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853199005
   testing[          , genome  9451] predictions:    9864/  10000 (98.64%), best:    9859/10000 (98.59%), error:       421.20200, best error:       475.99905 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:58:26 (5100): called boinc_finish(0)

</stderr_txt>
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