Nameexact_genome_1512568488_43_6929_1
Workunit2605955
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline16 Dec 2017, 0:03:32 UTC
Received8 Dec 2017, 2:17:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 15 min 48 sec
CPU time2 hours 15 min 17 sec
Validate stateValid
Credit2,011.78
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
rning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 73.8391647339s, input_fired_time: 0.8017672896, output_fired_time: 0.5075584650, propagate_forward_time: 29.6348609924, propagate_backward_time: 41.1007614136, weight_update_time: 0.0860425830, other_time: 1.7942161560
epoch time: 6.2754421234s, input_fired_time: 0.0847974643, output_fired_time: 0.0000000000, propagate_forward_time: 5.8795294762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111152649
validation[          , genome  6929] predictions:    9664/  10000 (96.64%), best:    9720/10000 (97.20%), error:      1122.05750, best error:       967.54437 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.1617965698s, input_fired_time: 0.7966054082, output_fired_time: 0.5096377730, propagate_forward_time: 29.7375450134, propagate_backward_time: 41.3174095154, weight_update_time: 0.0862287730, other_time: 1.8005981445
epoch time: 6.4496068954s, input_fired_time: 0.0851496980, output_fired_time: 0.0000000000, propagate_forward_time: 6.0488657951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155913353
validation[          , genome  6929] predictions:    9616/  10000 (96.16%), best:    9720/10000 (97.20%), error:      1313.77734, best error:       967.54437 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 73.5481338501s, input_fired_time: 0.7959721684, output_fired_time: 0.5073307753, propagate_forward_time: 29.5807304382, propagate_backward_time: 40.8635673523, weight_update_time: 0.0865603834, other_time: 1.8005294800
epoch time: 6.2785434723s, input_fired_time: 0.0842845067, output_fired_time: 0.0000000000, propagate_forward_time: 5.8862438202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080153465
validation[          , genome  6929] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       957.58234, best error:       957.58234 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.7356872559s, input_fired_time: 0.8000592589, output_fired_time: 0.5083567500, propagate_forward_time: 29.5861091614, propagate_backward_time: 41.0417785645, weight_update_time: 0.0867835209, other_time: 1.7993888855
epoch time: 6.2713761330s, input_fired_time: 0.0841860771, output_fired_time: 0.0000000000, propagate_forward_time: 5.8780932426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090968132
validation[          , genome  6929] predictions:    9689/  10000 (96.89%), best:    9698/10000 (96.98%), error:      1037.34668, best error:       957.58234 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 73.8061828613s, input_fired_time: 0.8077686429, output_fired_time: 0.5153459311, propagate_forward_time: 29.5473365784, propagate_backward_time: 41.1480712891, weight_update_time: 0.0862697288, other_time: 1.7876625061
epoch time: 6.3330726624s, input_fired_time: 0.0860259160, output_fired_time: 0.0000000000, propagate_forward_time: 5.9345054626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125414848
validation[          , genome  6929] predictions:    9700/  10000 (97.00%), best:    9698/10000 (96.98%), error:       984.52716, best error:       957.58234 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 74.1307373047s, input_fired_time: 0.7989003658, output_fired_time: 0.5178695917, propagate_forward_time: 29.7420616150, propagate_backward_time: 41.2709159851, weight_update_time: 0.0861857161, other_time: 1.8009948730
epoch time: 6.3146376610s, input_fired_time: 0.0848977789, output_fired_time: 0.0000000000, propagate_forward_time: 5.9212574959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084821701
validation[          , genome  6929] predictions:    9692/  10000 (96.92%), best:    9698/10000 (96.98%), error:       973.41486, best error:       957.58234 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 73.3533248901s, input_fired_time: 0.7957063913, output_fired_time: 0.5038706660, propagate_forward_time: 29.5035896301, propagate_backward_time: 40.7677993774, weight_update_time: 0.0861831978, other_time: 1.7823600769
epoch time: 6.3363366127s, input_fired_time: 0.0922699496, output_fired_time: 0.0000000000, propagate_forward_time: 5.9351844788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088822365
validation[          , genome  6929] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       919.75488, best error:       919.75488 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 74.2893905640s, input_fired_time: 0.8075101376, output_fired_time: 0.5102545619, propagate_forward_time: 29.6928443909, propagate_backward_time: 41.4521598816, weight_update_time: 0.0948693305, other_time: 1.8266220093
epoch time: 6.3614330292s, input_fired_time: 0.0872042403, output_fired_time: 0.0000000000, propagate_forward_time: 5.9564867020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177418709
validation[          , genome  6929] predictions:    9699/  10000 (96.99%), best:    9713/10000 (97.13%), error:       960.78259, best error:       919.75488 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 74.4676208496s, input_fired_time: 0.8180066943, output_fired_time: 0.5085858107, propagate_forward_time: 29.9544792175, propagate_backward_time: 41.3280830383, weight_update_time: 0.0859611854, other_time: 1.8584671021
epoch time: 6.3087086678s, input_fired_time: 0.0864156187, output_fired_time: 0.0000000000, propagate_forward_time: 5.9086718559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136210442
validation[          , genome  6929] predictions:    9698/  10000 (96.98%), best:    9713/10000 (97.13%), error:       969.88293, best error:       919.75488 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 74.2120971680s, input_fired_time: 0.8161886334, output_fired_time: 0.5186803341, propagate_forward_time: 29.6698837280, propagate_backward_time: 41.4113311768, weight_update_time: 0.0866354927, other_time: 1.7960205078
epoch time: 6.3357868195s, input_fired_time: 0.0836555585, output_fired_time: 0.0000000000, propagate_forward_time: 5.9453210831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068103790
validation[          , genome  6929] predictions:    9662/  10000 (96.62%), best:    9713/10000 (97.13%), error:      1092.03687, best error:       919.75488 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 73.7693862915s, input_fired_time: 0.7937077880, output_fired_time: 0.5036653280, propagate_forward_time: 29.6016311646, propagate_backward_time: 41.1252708435, weight_update_time: 0.0851317570, other_time: 1.7451133728
epoch time: 6.3701252937s, input_fired_time: 0.0831743181, output_fired_time: 0.0000000000, propagate_forward_time: 5.9810576439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058934212
validation[          , genome  6929] predictions:    9698/  10000 (96.98%), best:    9713/10000 (97.13%), error:       991.47058, best error:       919.75488 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 74.0357894897s, input_fired_time: 0.8065470457, output_fired_time: 0.5065122247, propagate_forward_time: 29.7137355804, propagate_backward_time: 41.2404441833, weight_update_time: 0.0837979689, other_time: 1.7685432434
epoch time: 6.2906808853s, input_fired_time: 0.0831293240, output_fired_time: 0.0000000000, propagate_forward_time: 5.9045877457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029637337
validation[          , genome  6929] predictions:    9673/  10000 (96.73%), best:    9713/10000 (97.13%), error:      1118.02075, best error:       919.75488 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 73.9074325562s, input_fired_time: 0.8125106096, output_fired_time: 0.5052080750, propagate_forward_time: 29.7168827057, propagate_backward_time: 41.1289596558, weight_update_time: 0.0847402066, other_time: 1.7438735962
epoch time: 6.4412860870s, input_fired_time: 0.0836989507, output_fired_time: 0.0000000000, propagate_forward_time: 6.0482578278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093295097
validation[          , genome  6929] predictions:    9664/  10000 (96.64%), best:    9713/10000 (97.13%), error:      1071.64343, best error:       919.75488 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 74.1345520020s, input_fired_time: 0.8097806573, output_fired_time: 0.5111284852, propagate_forward_time: 29.7601737976, propagate_backward_time: 41.2749290466, weight_update_time: 0.0829688311, other_time: 1.7785339355
epoch time: 6.2878589630s, input_fired_time: 0.0805037469, output_fired_time: 0.0000000000, propagate_forward_time: 5.8973755836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099794388
validation[          , genome  6929] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       914.60931, best error:       914.60931 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 73.8660583496s, input_fired_time: 0.8100255132, output_fired_time: 0.5077587366, propagate_forward_time: 29.5847663879, propagate_backward_time: 41.1639175415, weight_update_time: 0.0818435028, other_time: 1.7995872498
epoch time: 6.2833690643s, input_fired_time: 0.0844333693, output_fired_time: 0.0000000000, propagate_forward_time: 5.8872628212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116726875
validation[          , genome  6929] predictions:    9705/  10000 (97.05%), best:    9704/10000 (97.04%), error:       951.68555, best error:       914.60931 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 73.5639724731s, input_fired_time: 0.7902875543, output_fired_time: 0.5035638213, propagate_forward_time: 29.5221958160, propagate_backward_time: 41.0132980347, weight_update_time: 0.0858189166, other_time: 1.7346267700
epoch time: 6.3278698921s, input_fired_time: 0.0846218765, output_fired_time: 0.0000000000, propagate_forward_time: 5.9353141785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079338074
validation[          , genome  6929] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       910.64722, best error:       910.64722 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 73.5303802490s, input_fired_time: 0.8097099066, output_fired_time: 0.5058228374, propagate_forward_time: 29.5501880646, propagate_backward_time: 40.8952484131, weight_update_time: 0.0818186998, other_time: 1.7694168091
epoch time: 6.2775821686s, input_fired_time: 0.0810910761, output_fired_time: 0.0000000000, propagate_forward_time: 5.8948450089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016462326
validation[          , genome  6929] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       903.98236, best error:       903.98236 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 73.9364852905s, input_fired_time: 0.8019750714, output_fired_time: 0.5059189796, propagate_forward_time: 29.7540893555, propagate_backward_time: 41.1043357849, weight_update_time: 0.0846705213, other_time: 1.7701683044
epoch time: 6.3301630020s, input_fired_time: 0.0840035453, output_fired_time: 0.0000000000, propagate_forward_time: 5.9301753044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159842491
validation[          , genome  6929] predictions:    9723/  10000 (97.23%), best:    9714/10000 (97.14%), error:       911.12720, best error:       903.98236 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.0543670654s, input_fired_time: 0.8061258197, output_fired_time: 0.5069440603, propagate_forward_time: 29.7049961090, propagate_backward_time: 41.2819061279, weight_update_time: 0.0836836696, other_time: 1.7543945312
epoch time: 6.3075342178s, input_fired_time: 0.0835304037, output_fired_time: 0.0000000000, propagate_forward_time: 5.9205179214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034858704
validation[          , genome  6929] predictions:    9701/  10000 (97.01%), best:    9714/10000 (97.14%), error:      1032.98755, best error:       903.98236 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 73.5466156006s, input_fired_time: 0.8093649149, output_fired_time: 0.5061436296, propagate_forward_time: 29.5766944885, propagate_backward_time: 40.8957824707, weight_update_time: 0.0808795840, other_time: 1.7586326599
epoch time: 6.3377342224s, input_fired_time: 0.0832665190, output_fired_time: 0.0000000000, propagate_forward_time: 5.9440107346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104567528
validation[          , genome  6929] predictions:    9707/  10000 (97.07%), best:    9714/10000 (97.14%), error:       980.61548, best error:       903.98236 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.1900253296s, input_fired_time: 0.7988037467, output_fired_time: 0.5319976807, propagate_forward_time: 29.7441463470, propagate_backward_time: 41.3615036011, weight_update_time: 0.0863738284, other_time: 1.7535705566
epoch time: 6.3076286316s, input_fired_time: 0.0826831982, output_fired_time: 0.0000000000, propagate_forward_time: 5.9229264259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020191193
validation[          , genome  6929] predictions:    9713/  10000 (97.13%), best:    9714/10000 (97.14%), error:       914.62213, best error:       903.98236 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 73.5704879761s, input_fired_time: 0.8070820570, output_fired_time: 0.5073413849, propagate_forward_time: 29.5547771454, propagate_backward_time: 40.9355926514, weight_update_time: 0.0828738436, other_time: 1.7656936646
epoch time: 6.2828493118s, input_fired_time: 0.0843366683, output_fired_time: 0.0000000000, propagate_forward_time: 5.8891973495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093152046
validation[          , genome  6929] predictions:    9721/  10000 (97.21%), best:    9714/10000 (97.14%), error:       919.77496, best error:       903.98236 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 73.7534027100s, input_fired_time: 0.8033841848, output_fired_time: 0.5065748692, propagate_forward_time: 29.5575733185, propagate_backward_time: 41.1107330322, weight_update_time: 0.0842458606, other_time: 1.7751388550
epoch time: 6.3097968102s, input_fired_time: 0.0842464194, output_fired_time: 0.0000000000, propagate_forward_time: 5.9214735031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040766716
validation[          , genome  6929] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:      1007.01880, best error:       903.98236 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 73.9496459961s, input_fired_time: 0.8004958034, output_fired_time: 0.5056341290, propagate_forward_time: 29.6476459503, propagate_backward_time: 41.2386245728, weight_update_time: 0.0857609063, other_time: 1.7572479248
epoch time: 6.2906880379s, input_fired_time: 0.0830396712, output_fired_time: 0.0000000000, propagate_forward_time: 5.9053468704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023014069
validation[          , genome  6929] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:       965.76440, best error:       903.98236 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 73.8961715698s, input_fired_time: 0.8078852892, output_fired_time: 0.5062806606, propagate_forward_time: 29.6662921906, propagate_backward_time: 41.1645545959, weight_update_time: 0.0840881765, other_time: 1.7511634827
epoch time: 6.4479031563s, input_fired_time: 0.0852185190, output_fired_time: 0.0000000000, propagate_forward_time: 6.0462408066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164439201
validation[          , genome  6929] predictions:    9713/  10000 (97.13%), best:    9714/10000 (97.14%), error:       977.88519, best error:       903.98236 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 73.9346618652s, input_fired_time: 0.8126229644, output_fired_time: 0.5073946118, propagate_forward_time: 29.5628700256, propagate_backward_time: 41.2699699402, weight_update_time: 0.0818076134, other_time: 1.7818069458
epoch time: 6.2867021561s, input_fired_time: 0.0842219070, output_fired_time: 0.0000000000, propagate_forward_time: 5.8945317268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079485893
validation[          , genome  6929] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       880.04449, best error:       880.04449 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 74.1332626343s, input_fired_time: 0.8133192062, output_fired_time: 0.5158275366, propagate_forward_time: 29.7587242126, propagate_backward_time: 41.2500991821, weight_update_time: 0.0835301206, other_time: 1.7952919006
epoch time: 6.2849888802s, input_fired_time: 0.0856124237, output_fired_time: 0.0000000000, propagate_forward_time: 5.8892092705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101673126
validation[          , genome  6929] predictions:    9706/  10000 (97.06%), best:    9731/10000 (97.31%), error:       891.24091, best error:       880.04449 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 74.0561447144s, input_fired_time: 0.8020901084, output_fired_time: 0.5053362846, propagate_forward_time: 29.7112884521, propagate_backward_time: 41.2932548523, weight_update_time: 0.0837728009, other_time: 1.7441749573
epoch time: 6.2916927338s, input_fired_time: 0.0833837166, output_fired_time: 0.0000000000, propagate_forward_time: 5.9053130150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029961586
validation[          , genome  6929] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       876.72693, best error:       876.72693 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 73.5905151367s, input_fired_time: 0.8041177988, output_fired_time: 0.5041770935, propagate_forward_time: 29.5288105011, propagate_backward_time: 41.0036277771, weight_update_time: 0.0836562663, other_time: 1.7497901917
epoch time: 6.3171396255s, input_fired_time: 0.0835113972, output_fired_time: 0.0000000000, propagate_forward_time: 5.9323000908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013281822
validation[          , genome  6929] predictions:    9684/  10000 (96.84%), best:    9717/10000 (97.17%), error:      1015.75116, best error:       876.72693 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 73.8234176636s, input_fired_time: 0.8087329865, output_fired_time: 0.5100305676, propagate_forward_time: 29.5882186890, propagate_backward_time: 41.1499328613, weight_update_time: 0.0819231123, other_time: 1.7665023804
epoch time: 6.4912333488s, input_fired_time: 0.0853158385, output_fired_time: 0.0000000000, propagate_forward_time: 6.0957450867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101725578
validation[          , genome  6929] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       852.34485, best error:       852.34485 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 73.9754943848s, input_fired_time: 0.8017791510, output_fired_time: 0.5067414045, propagate_forward_time: 29.6882038116, propagate_backward_time: 41.2295150757, weight_update_time: 0.0849527940, other_time: 1.7492523193
epoch time: 6.2912063599s, input_fired_time: 0.0846425146, output_fired_time: 0.0000000000, propagate_forward_time: 5.8993449211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072190285
validation[          , genome  6929] predictions:    9720/  10000 (97.20%), best:    9739/10000 (97.39%), error:       951.26727, best error:       852.34485 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 73.7526397705s, input_fired_time: 0.8022403717, output_fired_time: 0.5044812560, propagate_forward_time: 29.6756000519, propagate_backward_time: 41.0354690552, weight_update_time: 0.0838554502, other_time: 1.7348556519
epoch time: 6.3461327553s, input_fired_time: 0.0852072239, output_fired_time: 0.0000000000, propagate_forward_time: 5.9540114403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069138527
validation[          , genome  6929] predictions:    9699/  10000 (96.99%), best:    9739/10000 (97.39%), error:       942.40442, best error:       852.34485 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.2715835571s, input_fired_time: 0.8281958699, output_fired_time: 0.5071011186, propagate_forward_time: 29.7764625549, propagate_backward_time: 41.4025878906, weight_update_time: 0.0836351365, other_time: 1.7572364807
epoch time: 6.3167114258s, input_fired_time: 0.0846297368, output_fired_time: 0.0000000000, propagate_forward_time: 5.9276328087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044490814
validation[          , genome  6929] predictions:    9704/  10000 (97.04%), best:    9739/10000 (97.39%), error:      1038.51074, best error:       852.34485 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 74.0665588379s, input_fired_time: 0.8102549911, output_fired_time: 0.5051028728, propagate_forward_time: 29.6985111237, propagate_backward_time: 41.2868080139, weight_update_time: 0.0839533210, other_time: 1.7658805847
epoch time: 6.2993235588s, input_fired_time: 0.0855963230, output_fired_time: 0.0000000000, propagate_forward_time: 5.9032416344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104853630
validation[          , genome  6929] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       818.21991, best error:       818.21991 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 73.7772979736s, input_fired_time: 0.8139809370, output_fired_time: 0.5045771003, propagate_forward_time: 29.6445083618, propagate_backward_time: 41.0649909973, weight_update_time: 0.0846001580, other_time: 1.7492408752
epoch time: 6.2906064987s, input_fired_time: 0.0854037181, output_fired_time: 0.0000000000, propagate_forward_time: 5.8953003883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099021912
validation[          , genome  6929] predictions:    9736/  10000 (97.36%), best:    9749/10000 (97.49%), error:       872.92438, best error:       818.21991 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 73.8161773682s, input_fired_time: 0.8149160147, output_fired_time: 0.5154464841, propagate_forward_time: 29.6906642914, propagate_backward_time: 41.0462074280, weight_update_time: 0.0837100521, other_time: 1.7489356995
epoch time: 6.2883944511s, input_fired_time: 0.0844770223, output_fired_time: 0.0000000000, propagate_forward_time: 5.9026389122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012785912
validation[          , genome  6929] predictions:    9640/  10000 (96.40%), best:    9749/10000 (97.49%), error:      1126.07495, best error:       818.21991 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 73.9576873779s, input_fired_time: 0.8156896830, output_fired_time: 0.5131019354, propagate_forward_time: 29.7048721313, propagate_backward_time: 41.1441612244, weight_update_time: 0.0827091485, other_time: 1.7798652649
epoch time: 6.3039183617s, input_fired_time: 0.0874035880, output_fired_time: 0.0000000000, propagate_forward_time: 5.9060769081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104376793
validation[          , genome  6929] predictions:    9719/  10000 (97.19%), best:    9749/10000 (97.49%), error:       941.04395, best error:       818.21991 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 73.8106002808s, input_fired_time: 0.8110738397, output_fired_time: 0.5060893297, propagate_forward_time: 29.6105060577, propagate_backward_time: 41.1054992676, weight_update_time: 0.0827220082, other_time: 1.7774353027
epoch time: 6.3092160225s, input_fired_time: 0.0844166800, output_fired_time: 0.0000000000, propagate_forward_time: 5.9196372032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051619530
validation[          , genome  6929] predictions:    9679/  10000 (96.79%), best:    9749/10000 (97.49%), error:      1043.35400, best error:       818.21991 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 74.0131912231s, input_fired_time: 0.7967356443, output_fired_time: 0.5039805770, propagate_forward_time: 29.7491569519, propagate_backward_time: 41.2392539978, weight_update_time: 0.0861237645, other_time: 1.7240600586
epoch time: 6.3177208900s, input_fired_time: 0.0846859813, output_fired_time: 0.0000000000, propagate_forward_time: 5.9304933548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025417328
validation[          , genome  6929] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       866.00378, best error:       818.21991 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 74.1156997681s, input_fired_time: 0.8687950373, output_fired_time: 0.5056882501, propagate_forward_time: 29.6614723206, propagate_backward_time: 41.2990913391, weight_update_time: 0.0825319663, other_time: 1.7806472778
epoch time: 6.2832822800s, input_fired_time: 0.0861603022, output_fired_time: 0.0000000000, propagate_forward_time: 5.8885021210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086199760
validation[          , genome  6929] predictions:    9633/  10000 (96.33%), best:    9749/10000 (97.49%), error:      1191.24048, best error:       818.21991 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 73.6681213379s, input_fired_time: 0.8143390417, output_fired_time: 0.5036208034, propagate_forward_time: 29.6985836029, propagate_backward_time: 40.8937416077, weight_update_time: 0.0829801559, other_time: 1.7578315735
epoch time: 6.4913163185s, input_fired_time: 0.0858187228, output_fired_time: 0.0000000000, propagate_forward_time: 6.0823040009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231935501
validation[          , genome  6929] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       795.50214, best error:       795.50214 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 73.8184356689s, input_fired_time: 0.7964414358, output_fired_time: 0.5047433972, propagate_forward_time: 29.5364685059, propagate_backward_time: 41.2580909729, weight_update_time: 0.0863459036, other_time: 1.7226905823
epoch time: 6.2763972282s, input_fired_time: 0.0841606706, output_fired_time: 0.0000000000, propagate_forward_time: 5.8930563927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991800308
validation[          , genome  6929] predictions:    9728/  10000 (97.28%), best:    9761/10000 (97.61%), error:       871.44684, best error:       795.50214 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.6373214722s, input_fired_time: 0.8111447096, output_fired_time: 0.5036067367, propagate_forward_time: 29.5792922974, propagate_backward_time: 41.0010986328, weight_update_time: 0.0845328867, other_time: 1.7421798706
epoch time: 6.2971134186s, input_fired_time: 0.0851636231, output_fired_time: 0.0000000000, propagate_forward_time: 5.9101600647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017897606
validation[          , genome  6929] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       889.11902, best error:       795.50214 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 73.5050582886s, input_fired_time: 0.8095386624, output_fired_time: 0.5047452450, propagate_forward_time: 29.4963111877, propagate_backward_time: 40.9174537659, weight_update_time: 0.0817152262, other_time: 1.7770080566
epoch time: 6.2712321281s, input_fired_time: 0.0871400610, output_fired_time: 0.0000000000, propagate_forward_time: 5.8737607002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103313446
validation[          , genome  6929] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       823.70459, best error:       795.50214 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 73.8773269653s, input_fired_time: 0.8122853041, output_fired_time: 0.5048109889, propagate_forward_time: 29.5913085938, propagate_backward_time: 41.2036666870, weight_update_time: 0.0822782740, other_time: 1.7652511597
epoch time: 6.2933187485s, input_fired_time: 0.0877847001, output_fired_time: 0.0000000000, propagate_forward_time: 5.8937516212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117823601
validation[          , genome  6929] predictions:    9712/  10000 (97.12%), best:    9761/10000 (97.61%), error:       912.00842, best error:       795.50214 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 73.5090332031s, input_fired_time: 0.8160026670, output_fired_time: 0.5055403709, propagate_forward_time: 29.4879436493, propagate_backward_time: 40.9302749634, weight_update_time: 0.0807191283, other_time: 1.7692718506
epoch time: 6.2529706955s, input_fired_time: 0.0848567709, output_fired_time: 0.0000000000, propagate_forward_time: 5.8653588295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027548790
validation[          , genome  6929] predictions:    9721/  10000 (97.21%), best:    9761/10000 (97.61%), error:       897.18457, best error:       795.50214 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 74.1711959839s, input_fired_time: 0.8580275774, output_fired_time: 0.5087200403, propagate_forward_time: 29.7842578888, propagate_backward_time: 41.2469367981, weight_update_time: 0.0839347392, other_time: 1.7732582092
epoch time: 6.3054747581s, input_fired_time: 0.0886662379, output_fired_time: 0.0000000000, propagate_forward_time: 5.9006414413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161668777
validation[          , genome  6929] predictions:    9746/  10000 (97.46%), best:    9761/10000 (97.61%), error:       836.88129, best error:       795.50214 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 74.0422439575s, input_fired_time: 0.8531052470, output_fired_time: 0.5093842149, propagate_forward_time: 29.7173614502, propagate_backward_time: 41.1901969910, weight_update_time: 0.0828206539, other_time: 1.7721977234
epoch time: 6.2954740524s, input_fired_time: 0.0878950208, output_fired_time: 0.0000000000, propagate_forward_time: 5.8959989548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115801811
validation[          , genome  6929] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       855.67389, best error:       795.50214 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 73.9768066406s, input_fired_time: 0.8214537501, output_fired_time: 0.5067976117, propagate_forward_time: 29.7268600464, propagate_backward_time: 41.1156463623, weight_update_time: 0.0827544406, other_time: 1.8060455322
epoch time: 6.5387387276s, input_fired_time: 0.0900242925, output_fired_time: 0.0000000000, propagate_forward_time: 6.1323022842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164119720
validation[          , genome  6929] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       788.90942, best error:       788.90942 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.7438354492s, input_fired_time: 0.8454315662, output_fired_time: 0.5153526068, propagate_forward_time: 29.9761676788, propagate_backward_time: 41.5942192078, weight_update_time: 0.0827469900, other_time: 1.8126716614
epoch time: 6.4324393272s, input_fired_time: 0.0842366442, output_fired_time: 0.0000000000, propagate_forward_time: 6.0519051552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962975502
validation[          , genome  6929] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       782.73627, best error:       782.73627 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.0754776001s, input_fired_time: 0.7993457913, output_fired_time: 0.5103493333, propagate_forward_time: 29.6207199097, propagate_backward_time: 41.3978500366, weight_update_time: 0.0845508352, other_time: 1.7472076416
epoch time: 6.3767204285s, input_fired_time: 0.0956743807, output_fired_time: 0.0000000000, propagate_forward_time: 5.9741115570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069343567
validation[          , genome  6929] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       901.63666, best error:       782.73627 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 73.7210388184s, input_fired_time: 0.8031994700, output_fired_time: 0.5014696121, propagate_forward_time: 29.5683441162, propagate_backward_time: 41.1059150696, weight_update_time: 0.0838473290, other_time: 1.7421073914
epoch time: 6.2829933167s, input_fired_time: 0.0831307545, output_fired_time: 0.0000000000, propagate_forward_time: 5.9044094086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954530716
validation[          , genome  6929] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       750.34534, best error:       750.34534 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 73.6274261475s, input_fired_time: 0.8295153379, output_fired_time: 0.5087811351, propagate_forward_time: 29.5612182617, propagate_backward_time: 40.9401855469, weight_update_time: 0.0808069184, other_time: 1.7877273560
epoch time: 6.4666085243s, input_fired_time: 0.0897045135, output_fired_time: 0.0000000000, propagate_forward_time: 6.0612154007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156886101
validation[          , genome  6929] predictions:    9766/  10000 (97.66%), best:    9773/10000 (97.73%), error:       784.63818, best error:       750.34534 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 74.3576126099s, input_fired_time: 0.8208899498, output_fired_time: 0.5101206303, propagate_forward_time: 29.8437747955, propagate_backward_time: 41.3991851807, weight_update_time: 0.0825902894, other_time: 1.7836380005
epoch time: 6.2654919624s, input_fired_time: 0.0840485990, output_fired_time: 0.0000000000, propagate_forward_time: 5.8838424683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976007462
validation[          , genome  6929] predictions:    9716/  10000 (97.16%), best:    9773/10000 (97.73%), error:       923.69061, best error:       750.34534 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 74.0819091797s, input_fired_time: 0.8172714710, output_fired_time: 0.5097505450, propagate_forward_time: 29.7035388947, propagate_backward_time: 41.2717590332, weight_update_time: 0.0836946815, other_time: 1.7795944214
epoch time: 6.3667902946s, input_fired_time: 0.0881077424, output_fired_time: 0.0000000000, propagate_forward_time: 5.9637327194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149499893
validation[          , genome  6929] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       845.65387, best error:       750.34534 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 73.8476104736s, input_fired_time: 0.8129391670, output_fired_time: 0.5051963329, propagate_forward_time: 29.6064701080, propagate_backward_time: 41.1652565002, weight_update_time: 0.0839512572, other_time: 1.7577476501
epoch time: 6.2637305260s, input_fired_time: 0.0839847028, output_fired_time: 0.0000000000, propagate_forward_time: 5.8831515312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965941429
validation[          , genome  6929] predictions:    9711/  10000 (97.11%), best:    9773/10000 (97.73%), error:       914.84314, best error:       750.34534 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 73.1858673096s, input_fired_time: 0.7931634188, output_fired_time: 0.4997942746, propagate_forward_time: 29.4441375732, propagate_backward_time: 40.7477188110, weight_update_time: 0.0862015411, other_time: 1.7010498047
epoch time: 6.2927732468s, input_fired_time: 0.0854088068, output_fired_time: 0.0000000000, propagate_forward_time: 5.8988909721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084735870
validation[          , genome  6929] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       877.88501, best error:       750.34534 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 73.3783798218s, input_fired_time: 0.7953545451, output_fired_time: 0.5020639896, propagate_forward_time: 29.4620056152, propagate_backward_time: 40.9079399109, weight_update_time: 0.0851933733, other_time: 1.7110099792
epoch time: 6.2703437805s, input_fired_time: 0.0847365335, output_fired_time: 0.0000000000, propagate_forward_time: 5.8890395164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965679169
validation[          , genome  6929] predictions:    9605/  10000 (96.05%), best:    9773/10000 (97.73%), error:      1351.73230, best error:       750.34534 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 74.0188217163s, input_fired_time: 0.8294036388, output_fired_time: 0.5118346214, propagate_forward_time: 29.6555213928, propagate_backward_time: 41.2157402039, weight_update_time: 0.0819045454, other_time: 1.8063201904
epoch time: 6.3906841278s, input_fired_time: 0.0994299427, output_fired_time: 0.0000000000, propagate_forward_time: 5.9814496040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098044395
validation[          , genome  6929] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       845.41193, best error:       750.34534 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.9121704102s, input_fired_time: 0.8242619634, output_fired_time: 0.5093634129, propagate_forward_time: 29.5955982208, propagate_backward_time: 41.1794166565, weight_update_time: 0.0822141543, other_time: 1.8035316467
epoch time: 6.4158377647s, input_fired_time: 0.0881937221, output_fired_time: 0.0000000000, propagate_forward_time: 6.0125393867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151044846
validation[          , genome  6929] predictions:    9732/  10000 (97.32%), best:    9773/10000 (97.73%), error:       872.03174, best error:       750.34534 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 73.6264114380s, input_fired_time: 0.8127704859, output_fired_time: 0.5103875995, propagate_forward_time: 29.6855907440, propagate_backward_time: 40.8933944702, weight_update_time: 0.0845672190, other_time: 1.7242660522
epoch time: 6.3350377083s, input_fired_time: 0.0893176496, output_fired_time: 0.0000000000, propagate_forward_time: 5.9310288429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146910667
validation[          , genome  6929] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       840.89166, best error:       750.34534 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 73.7469329834s, input_fired_time: 0.8254520297, output_fired_time: 0.5058172941, propagate_forward_time: 29.6616420746, propagate_backward_time: 41.0055694580, weight_update_time: 0.0834647194, other_time: 1.7484512329
epoch time: 6.3512525558s, input_fired_time: 0.0904302299, output_fired_time: 0.0000000000, propagate_forward_time: 5.9453420639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154802322
validation[          , genome  6929] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       842.95245, best error:       750.34534 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 74.5741043091s, input_fired_time: 0.8316544294, output_fired_time: 0.5114858150, propagate_forward_time: 29.7996120453, propagate_backward_time: 41.6423110962, weight_update_time: 0.0829439685, other_time: 1.7890396118
epoch time: 6.3438944817s, input_fired_time: 0.0897821561, output_fired_time: 0.0000000000, propagate_forward_time: 5.9389314651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151807785
validation[          , genome  6929] predictions:    9729/  10000 (97.29%), best:    9773/10000 (97.73%), error:       903.63306, best error:       750.34534 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 74.6914520264s, input_fired_time: 0.8314910531, output_fired_time: 0.5149416327, propagate_forward_time: 30.0469398499, propagate_backward_time: 41.4905548096, weight_update_time: 0.0824171752, other_time: 1.8075294495
epoch time: 6.3766827583s, input_fired_time: 0.0899656042, output_fired_time: 0.0000000000, propagate_forward_time: 5.9720935822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146233559
validation[          , genome  6929] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       842.33923, best error:       750.34534 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 74.1065216064s, input_fired_time: 0.8165522814, output_fired_time: 0.5140717030, propagate_forward_time: 29.6357345581, propagate_backward_time: 41.3740158081, weight_update_time: 0.0835564435, other_time: 1.7661514282
epoch time: 6.3883204460s, input_fired_time: 0.0860054120, output_fired_time: 0.0000000000, propagate_forward_time: 6.0000286102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022866249
validation[          , genome  6929] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       782.40833, best error:       750.34534 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 73.4509429932s, input_fired_time: 0.8003468513, output_fired_time: 0.5007629991, propagate_forward_time: 29.5276031494, propagate_backward_time: 40.9075851440, weight_update_time: 0.0857122764, other_time: 1.7146453857
epoch time: 6.2613320351s, input_fired_time: 0.0858205929, output_fired_time: 0.0000000000, propagate_forward_time: 5.8771433830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983679771
validation[          , genome  6929] predictions:    9712/  10000 (97.12%), best:    9773/10000 (97.73%), error:       908.00177, best error:       750.34534 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 74.1375427246s, input_fired_time: 0.8220334053, output_fired_time: 0.5088262558, propagate_forward_time: 29.7950477600, propagate_backward_time: 41.2393379211, weight_update_time: 0.0841834098, other_time: 1.7722930908
epoch time: 6.3010830879s, input_fired_time: 0.0864201710, output_fired_time: 0.0000000000, propagate_forward_time: 5.9124288559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022341728
validation[          , genome  6929] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       795.13824, best error:       750.34534 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 73.6060638428s, input_fired_time: 0.8005430698, output_fired_time: 0.5014096498, propagate_forward_time: 29.5899066925, propagate_backward_time: 40.9908676147, weight_update_time: 0.0855327770, other_time: 1.7233352661
epoch time: 6.3936262131s, input_fired_time: 0.0911328197, output_fired_time: 0.0000000000, propagate_forward_time: 5.9962382317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062553406
validation[          , genome  6929] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       796.21606, best error:       750.34534 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 73.3980560303s, input_fired_time: 0.8041768074, output_fired_time: 0.5014076233, propagate_forward_time: 29.4952754974, propagate_backward_time: 40.8555793762, weight_update_time: 0.0846442878, other_time: 1.7416114807
epoch time: 6.4398126602s, input_fired_time: 0.1046667770, output_fired_time: 0.0000000000, propagate_forward_time: 6.0271701813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079757690
validation[          , genome  6929] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       802.43097, best error:       750.34534 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 74.3771286011s, input_fired_time: 0.8418463469, output_fired_time: 0.5120249391, propagate_forward_time: 29.8085880280, propagate_backward_time: 41.4027404785, weight_update_time: 0.0819616392, other_time: 1.8119354248
epoch time: 6.3113870621s, input_fired_time: 0.0889070705, output_fired_time: 0.0000000000, propagate_forward_time: 5.9114675522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110122681
validation[          , genome  6929] predictions:    9735/  10000 (97.35%), best:    9773/10000 (97.73%), error:       867.90454, best error:       750.34534 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 74.2453536987s, input_fired_time: 0.8340016007, output_fired_time: 0.5112559199, propagate_forward_time: 29.7651367188, propagate_backward_time: 41.3171424866, weight_update_time: 0.0822810829, other_time: 1.8178215027
epoch time: 6.3609390259s, input_fired_time: 0.0898301378, output_fired_time: 0.0000000000, propagate_forward_time: 5.9580383301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130707741
validation[          , genome  6929] predictions:    9756/  10000 (97.56%), best:    9773/10000 (97.73%), error:       810.67371, best error:       750.34534 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 73.7952651978s, input_fired_time: 0.8140466809, output_fired_time: 0.5144340396, propagate_forward_time: 29.7308387756, propagate_backward_time: 40.9864578247, weight_update_time: 0.0831211656, other_time: 1.7494850159
epoch time: 6.2484335899s, input_fired_time: 0.0847007260, output_fired_time: 0.0000000000, propagate_forward_time: 5.8703598976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933731079
validation[          , genome  6929] predictions:    9765/  10000 (97.65%), best:    9773/10000 (97.73%), error:       813.15295, best error:       750.34534 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 73.9279022217s, input_fired_time: 0.8361578584, output_fired_time: 0.5097444057, propagate_forward_time: 29.6336021423, propagate_backward_time: 41.1685676575, weight_update_time: 0.0813359842, other_time: 1.7798309326
epoch time: 6.3378162384s, input_fired_time: 0.0909500867, output_fired_time: 0.0000000000, propagate_forward_time: 5.9315690994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152971268
validation[          , genome  6929] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       818.60089, best error:       750.34534 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.5931777954s, input_fired_time: 0.8236780167, output_fired_time: 0.5068706870, propagate_forward_time: 29.5319957733, propagate_backward_time: 40.9837150574, weight_update_time: 0.0826754868, other_time: 1.7469139099
epoch time: 6.2413678169s, input_fired_time: 0.0843156874, output_fired_time: 0.0000000000, propagate_forward_time: 5.8621873856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948646545
validation[          , genome  6929] predictions:    9747/  10000 (97.47%), best:    9773/10000 (97.73%), error:       841.34576, best error:       750.34534 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 73.2235946655s, input_fired_time: 0.7940526605, output_fired_time: 0.4999916255, propagate_forward_time: 29.4093418121, propagate_backward_time: 40.8294715881, weight_update_time: 0.0853170604, other_time: 1.6907386780
epoch time: 6.3279781342s, input_fired_time: 0.0866892338, output_fired_time: 0.0000000000, propagate_forward_time: 5.9399428368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013463020
validation[          , genome  6929] predictions:    9710/  10000 (97.10%), best:    9773/10000 (97.73%), error:       958.38068, best error:       750.34534 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 74.3131637573s, input_fired_time: 0.8420371413, output_fired_time: 0.5114574432, propagate_forward_time: 29.8590412140, propagate_backward_time: 41.2885704041, weight_update_time: 0.0816102177, other_time: 1.8120613098
epoch time: 6.3174386024s, input_fired_time: 0.0887032375, output_fired_time: 0.0000000000, propagate_forward_time: 5.9141874313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145480156
validation[          , genome  6929] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       818.70984, best error:       750.34534 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 74.2468795776s, input_fired_time: 0.8341698647, output_fired_time: 0.5115081072, propagate_forward_time: 29.7954978943, propagate_backward_time: 41.3066558838, weight_update_time: 0.0817328691, other_time: 1.7990531921
epoch time: 6.4013199806s, input_fired_time: 0.0947846025, output_fired_time: 0.0000000000, propagate_forward_time: 5.9899415970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165936470
validation[          , genome  6929] predictions:    9676/  10000 (96.76%), best:    9773/10000 (97.73%), error:       973.88794, best error:       750.34534 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 73.8494873047s, input_fired_time: 0.8188575506, output_fired_time: 0.5044222474, propagate_forward_time: 29.6802749634, propagate_backward_time: 41.0687217712, weight_update_time: 0.0832334831, other_time: 1.7772102356
epoch time: 6.2522101402s, input_fired_time: 0.0861934200, output_fired_time: 0.0000000000, propagate_forward_time: 5.8707613945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952551842
validation[          , genome  6929] predictions:    9447/  10000 (94.47%), best:    9773/10000 (97.73%), error:      2054.61157, best error:       750.34534 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

resetting weights to those on epoch: 65
epoch time: 74.0858230591s, input_fired_time: 0.8081877232, output_fired_time: 0.5096153021, propagate_forward_time: 29.7112884521, propagate_backward_time: 41.2938499451, weight_update_time: 0.0846505910, other_time: 1.7628822327
epoch time: 6.3491063118s, input_fired_time: 0.0897244811, output_fired_time: 0.0000000000, propagate_forward_time: 5.9414319992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179497719
validation[          , genome  6929] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       695.74786, best error:       695.74786 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.0760879517s, input_fired_time: 0.8182630539, output_fired_time: 0.5086345077, propagate_forward_time: 29.7727279663, propagate_backward_time: 41.2078857422, weight_update_time: 0.0824529380, other_time: 1.7685775757
epoch time: 6.3394742012s, input_fired_time: 0.0892975628, output_fired_time: 0.0000000000, propagate_forward_time: 5.9335560799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166203499
validation[          , genome  6929] predictions:    9792/  10000 (97.92%), best:    9793/10000 (97.93%), error:       701.18268, best error:       695.74786 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.2137222290s, input_fired_time: 0.8190574050, output_fired_time: 0.5108619928, propagate_forward_time: 29.7362957001, propagate_backward_time: 41.3576850891, weight_update_time: 0.0840885937, other_time: 1.7898216248
epoch time: 6.4246859550s, input_fired_time: 0.0917250887, output_fired_time: 0.0000000000, propagate_forward_time: 5.9955325127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374285698
validation[          , genome  6929] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       686.08374, best error:       686.08374 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 74.2307205200s, input_fired_time: 0.8309486508, output_fired_time: 0.5143350959, propagate_forward_time: 29.8010807037, propagate_backward_time: 41.3004264832, weight_update_time: 0.0826955289, other_time: 1.7839317322
epoch time: 6.3089985847s, input_fired_time: 0.0878724083, output_fired_time: 0.0000000000, propagate_forward_time: 5.9104785919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106474876
validation[          , genome  6929] predictions:    9786/  10000 (97.86%), best:    9806/10000 (98.06%), error:       714.01349, best error:       686.08374 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 74.0051269531s, input_fired_time: 0.8314186931, output_fired_time: 0.5092570186, propagate_forward_time: 29.7040138245, propagate_backward_time: 41.1778602600, weight_update_time: 0.0830895975, other_time: 1.7825775146
epoch time: 6.3212456703s, input_fired_time: 0.0901738629, output_fired_time: 0.0000000000, propagate_forward_time: 5.9162583351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148136139
validation[          , genome  6929] predictions:    9778/  10000 (97.78%), best:    9806/10000 (98.06%), error:       735.91180, best error:       686.08374 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 73.5556030273s, input_fired_time: 0.8111562133, output_fired_time: 0.5027366281, propagate_forward_time: 29.5822696686, propagate_backward_time: 40.9248657227, weight_update_time: 0.0846405998, other_time: 1.7345733643
epoch time: 6.2706837654s, input_fired_time: 0.0860761553, output_fired_time: 0.0000000000, propagate_forward_time: 5.8868265152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977809906
validation[          , genome  6929] predictions:    9781/  10000 (97.81%), best:    9806/10000 (98.06%), error:       729.49078, best error:       686.08374 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 73.8420715332s, input_fired_time: 0.8304270506, output_fired_time: 0.5057134032, propagate_forward_time: 29.6500301361, propagate_backward_time: 41.0974922180, weight_update_time: 0.0831732452, other_time: 1.7584037781
epoch time: 6.3302602768s, input_fired_time: 0.0903912261, output_fired_time: 0.0000000000, propagate_forward_time: 5.9228425026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170266151
validation[          , genome  6929] predictions:    9782/  10000 (97.82%), best:    9806/10000 (98.06%), error:       729.21655, best error:       686.08374 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 74.2765426636s, input_fired_time: 0.8335127234, output_fired_time: 0.5089782476, propagate_forward_time: 29.8221588135, propagate_backward_time: 41.3365135193, weight_update_time: 0.0817553848, other_time: 1.7753791809
epoch time: 6.3353528976s, input_fired_time: 0.0895419419, output_fired_time: 0.0000000000, propagate_forward_time: 5.9333357811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124752045
validation[          , genome  6929] predictions:    9795/  10000 (97.95%), best:    9806/10000 (98.06%), error:       705.47980, best error:       686.08374 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 73.9255447388s, input_fired_time: 0.8322347999, output_fired_time: 0.5064782500, propagate_forward_time: 29.7527465820, propagate_backward_time: 41.0843696594, weight_update_time: 0.0834845752, other_time: 1.7497138977
epoch time: 6.3066053391s, input_fired_time: 0.0886937231, output_fired_time: 0.0000000000, propagate_forward_time: 5.9070215225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108901978
validation[          , genome  6929] predictions:    9783/  10000 (97.83%), best:    9806/10000 (98.06%), error:       724.16809, best error:       686.08374 on epoch:    94, 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: 31.8120555878s, input_fired_time: 0.4705977440, output_fired_time: 0.0000000000, propagate_forward_time: 29.7363281250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6051292419
best training[          , genome  6929] predictions:   49658/  50000 (99.32%), best:    9806/10000 (98.06%), error:      1514.24341, best error:       686.08374 on epoch:    94, 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: 6.3524971008s, input_fired_time: 0.0884765759, output_fired_time: 0.0000000000, propagate_forward_time: 5.9500002861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140201569
   testing[          , genome  6929] predictions:    9795/  10000 (97.95%), best:    9806/10000 (98.06%), error:       676.18793, best error:       686.08374 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:04:51 (24984): called boinc_finish(0)

</stderr_txt>
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