Nameexact_genome_1512568488_41_7033_0
Workunit2606425
Created7 Dec 2017, 23:25:01 UTC
Sent7 Dec 2017, 23:32:35 UTC
Report deadline15 Dec 2017, 20:26:23 UTC
Received8 Dec 2017, 8:53:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 11 min 16 sec
CPU time2 hours 11 min 11 sec
Validate stateValid
Credit1,967.68
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.94 MB
Peak swap size152.64 MB
Peak disk usage1.10 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 71.6682586670s, input_fired_time: 0.9696787596, output_fired_time: 0.5959830880, propagate_forward_time: 27.3160572052, propagate_backward_time: 40.9199333191, weight_update_time: 0.0751521811, other_time: 1.8666038513
epoch time: 5.8369817734s, input_fired_time: 0.0997195765, output_fired_time: 0.0000000000, propagate_forward_time: 5.4201560020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171062469
validation[          , genome  7033] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1149.74927, best error:      1149.74927 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 71.7883758545s, input_fired_time: 0.9681448936, output_fired_time: 0.6099023819, propagate_forward_time: 27.3142433167, propagate_backward_time: 41.0425148010, weight_update_time: 0.0752636194, other_time: 1.8535690308
epoch time: 5.9377870560s, input_fired_time: 0.1053640246, output_fired_time: 0.0000000000, propagate_forward_time: 5.5050249100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273983002
validation[          , genome  7033] predictions:    9653/  10000 (96.53%), best:    9661/10000 (96.61%), error:      1188.51782, best error:      1149.74927 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 71.4420776367s, input_fired_time: 0.9735872149, output_fired_time: 0.5946258307, propagate_forward_time: 27.2046737671, propagate_backward_time: 40.8263664246, weight_update_time: 0.0743276402, other_time: 1.8428230286
epoch time: 5.8394966125s, input_fired_time: 0.1014971212, output_fired_time: 0.0000000000, propagate_forward_time: 5.4218230247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161764145
validation[          , genome  7033] predictions:    9656/  10000 (96.56%), best:    9661/10000 (96.61%), error:      1167.49207, best error:      1149.74927 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 72.0140991211s, input_fired_time: 0.9749935269, output_fired_time: 0.5986679196, propagate_forward_time: 27.4362449646, propagate_backward_time: 41.1275482178, weight_update_time: 0.0747415274, other_time: 1.8766441345
epoch time: 5.8556833267s, input_fired_time: 0.1006797254, output_fired_time: 0.0000000000, propagate_forward_time: 5.4325933456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224101067
validation[          , genome  7033] predictions:    9612/  10000 (96.12%), best:    9661/10000 (96.61%), error:      1269.97925, best error:      1149.74927 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 71.2649841309s, input_fired_time: 0.9663506150, output_fired_time: 0.5943166614, propagate_forward_time: 27.1266441345, propagate_backward_time: 40.7291259766, weight_update_time: 0.0750156716, other_time: 1.8485450745
epoch time: 5.8415040970s, input_fired_time: 0.0998716429, output_fired_time: 0.0000000000, propagate_forward_time: 5.4248027802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168296814
validation[          , genome  7033] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1046.50769, best error:      1046.50769 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 71.3309783936s, input_fired_time: 0.9633645415, output_fired_time: 0.5935488939, propagate_forward_time: 27.1671524048, propagate_backward_time: 40.7597084045, weight_update_time: 0.0753915608, other_time: 1.8472023010
epoch time: 6.2697219849s, input_fired_time: 0.1040828079, output_fired_time: 0.0000000000, propagate_forward_time: 5.8326225281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330168724
validation[          , genome  7033] predictions:    9588/  10000 (95.88%), best:    9699/10000 (96.99%), error:      1335.52576, best error:      1046.50769 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 71.3570632935s, input_fired_time: 0.9631430507, output_fired_time: 0.5947485566, propagate_forward_time: 27.1549301147, propagate_backward_time: 40.7951431274, weight_update_time: 0.0755518079, other_time: 1.8490982056
epoch time: 6.0285048485s, input_fired_time: 0.1027052477, output_fired_time: 0.0000000000, propagate_forward_time: 5.6004848480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253145218
validation[          , genome  7033] predictions:    9661/  10000 (96.61%), best:    9699/10000 (96.99%), error:      1195.09351, best error:      1046.50769 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 72.3779983521s, input_fired_time: 0.9714338779, output_fired_time: 0.6020011306, propagate_forward_time: 27.5946445465, propagate_backward_time: 41.3500595093, weight_update_time: 0.0752165243, other_time: 1.8598632812
epoch time: 5.8378705978s, input_fired_time: 0.1003215164, output_fired_time: 0.0000000000, propagate_forward_time: 5.4229226112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146266937
validation[          , genome  7033] predictions:    9595/  10000 (95.95%), best:    9699/10000 (96.99%), error:      1318.63745, best error:      1046.50769 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.0832138062s, input_fired_time: 0.9722647071, output_fired_time: 0.5997112393, propagate_forward_time: 27.5110225677, propagate_backward_time: 41.1301803589, weight_update_time: 0.0753785446, other_time: 1.8700332642
epoch time: 6.0653805733s, input_fired_time: 0.1023508981, output_fired_time: 0.0000000000, propagate_forward_time: 5.6329398155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300900459
validation[          , genome  7033] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1043.48279, best error:      1043.48279 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 72.0553359985s, input_fired_time: 0.9730087519, output_fired_time: 0.6003577113, propagate_forward_time: 27.4315776825, propagate_backward_time: 41.1744308472, weight_update_time: 0.0753107518, other_time: 1.8759613037
epoch time: 5.8469433784s, input_fired_time: 0.1018741429, output_fired_time: 0.0000000000, propagate_forward_time: 5.4262914658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187775612
validation[          , genome  7033] predictions:    9632/  10000 (96.32%), best:    9669/10000 (96.69%), error:      1229.15051, best error:      1043.48279 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 71.1414794922s, input_fired_time: 0.9618951082, output_fired_time: 0.5925908089, propagate_forward_time: 27.0960845947, propagate_backward_time: 40.6519775391, weight_update_time: 0.0750037432, other_time: 1.8389282227
epoch time: 5.8351726532s, input_fired_time: 0.0994491056, output_fired_time: 0.0000000000, propagate_forward_time: 5.4201407433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155827522
validation[          , genome  7033] predictions:    9694/  10000 (96.94%), best:    9669/10000 (96.69%), error:      1045.29041, best error:      1043.48279 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 71.1531066895s, input_fired_time: 0.9602080584, output_fired_time: 0.5923992395, propagate_forward_time: 27.1063098907, propagate_backward_time: 40.6669654846, weight_update_time: 0.0747645870, other_time: 1.8272285461
epoch time: 5.8425416946s, input_fired_time: 0.1001549587, output_fired_time: 0.0000000000, propagate_forward_time: 5.4246582985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177285194
validation[          , genome  7033] predictions:    9650/  10000 (96.50%), best:    9669/10000 (96.69%), error:      1178.84912, best error:      1043.48279 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.7123565674s, input_fired_time: 0.9661166668, output_fired_time: 0.5956971049, propagate_forward_time: 27.3278236389, propagate_backward_time: 40.9676170349, weight_update_time: 0.0748049617, other_time: 1.8551025391
epoch time: 5.8454170227s, input_fired_time: 0.1000778973, output_fired_time: 0.0000000000, propagate_forward_time: 5.4217576981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235812187
validation[          , genome  7033] predictions:    9639/  10000 (96.39%), best:    9669/10000 (96.69%), error:      1183.82910, best error:      1043.48279 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 71.1664123535s, input_fired_time: 0.9569950104, output_fired_time: 0.5929134488, propagate_forward_time: 27.1039066315, propagate_backward_time: 40.6780052185, weight_update_time: 0.0751273334, other_time: 1.8345985413
epoch time: 5.8815951347s, input_fired_time: 0.1043386757, output_fired_time: 0.0000000000, propagate_forward_time: 5.4534440041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238124847
validation[          , genome  7033] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:      1033.91113, best error:      1033.91113 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 71.2982482910s, input_fired_time: 0.9662299156, output_fired_time: 0.5936034918, propagate_forward_time: 27.1311511993, propagate_backward_time: 40.7550888062, weight_update_time: 0.0751433671, other_time: 1.8521728516
epoch time: 5.8421902657s, input_fired_time: 0.1015618965, output_fired_time: 0.0000000000, propagate_forward_time: 5.4231705666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174576759
validation[          , genome  7033] predictions:    9621/  10000 (96.21%), best:    9713/10000 (97.13%), error:      1273.21497, best error:      1033.91113 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 71.3753585815s, input_fired_time: 0.9717477560, output_fired_time: 0.5948976278, propagate_forward_time: 27.1730003357, propagate_backward_time: 40.7696685791, weight_update_time: 0.0755449161, other_time: 1.8660469055
epoch time: 5.8358759880s, input_fired_time: 0.0991397947, output_fired_time: 0.0000000000, propagate_forward_time: 5.4202380180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164982796
validation[          , genome  7033] predictions:    9690/  10000 (96.90%), best:    9713/10000 (97.13%), error:      1038.16248, best error:      1033.91113 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 71.1995162964s, input_fired_time: 0.9673594832, output_fired_time: 0.5933476090, propagate_forward_time: 27.1117916107, propagate_backward_time: 40.6961212158, weight_update_time: 0.0752013698, other_time: 1.8308944702
epoch time: 5.8347959518s, input_fired_time: 0.0997202620, output_fired_time: 0.0000000000, propagate_forward_time: 5.4189658165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161096573
validation[          , genome  7033] predictions:    9684/  10000 (96.84%), best:    9713/10000 (97.13%), error:      1036.86670, best error:      1033.91113 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 72.6129837036s, input_fired_time: 0.9797557592, output_fired_time: 0.6028409004, propagate_forward_time: 27.6879768372, propagate_backward_time: 41.4644584656, weight_update_time: 0.0755186528, other_time: 1.8779449463
epoch time: 5.8687157631s, input_fired_time: 0.1020113006, output_fired_time: 0.0000000000, propagate_forward_time: 5.4442429543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224616051
validation[          , genome  7033] predictions:    9676/  10000 (96.76%), best:    9713/10000 (97.13%), error:      1056.63818, best error:      1033.91113 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 71.8184432983s, input_fired_time: 0.9756783843, output_fired_time: 0.5985335112, propagate_forward_time: 27.3472919464, propagate_backward_time: 41.0437889099, weight_update_time: 0.0751342475, other_time: 1.8531532288
epoch time: 5.8447833061s, input_fired_time: 0.1033448800, output_fired_time: 0.0000000000, propagate_forward_time: 5.4224777222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189606667
validation[          , genome  7033] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       976.17499, best error:       976.17499 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 71.4016113281s, input_fired_time: 0.9718623757, output_fired_time: 0.5961170793, propagate_forward_time: 27.1776885986, propagate_backward_time: 40.8127098083, weight_update_time: 0.0748273283, other_time: 1.8432350159
epoch time: 5.8419513702s, input_fired_time: 0.1012600735, output_fired_time: 0.0000000000, propagate_forward_time: 5.4232039452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174872398
validation[          , genome  7033] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       924.92291, best error:       924.92291 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 71.4465408325s, input_fired_time: 0.9760064483, output_fired_time: 0.5975465775, propagate_forward_time: 27.1875858307, propagate_backward_time: 40.8367462158, weight_update_time: 0.0748270303, other_time: 1.8486557007
epoch time: 5.8543357849s, input_fired_time: 0.1054154038, output_fired_time: 0.0000000000, propagate_forward_time: 5.4273118973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216085434
validation[          , genome  7033] predictions:    9700/  10000 (97.00%), best:    9723/10000 (97.23%), error:       967.75098, best error:       924.92291 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 71.4626693726s, input_fired_time: 0.9787233472, output_fired_time: 0.5979927778, propagate_forward_time: 27.1955070496, propagate_backward_time: 40.8178062439, weight_update_time: 0.0751340911, other_time: 1.8726425171
epoch time: 6.0119686127s, input_fired_time: 0.1023732498, output_fired_time: 0.0000000000, propagate_forward_time: 5.5815081596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280873299
validation[          , genome  7033] predictions:    9632/  10000 (96.32%), best:    9723/10000 (97.23%), error:      1158.06006, best error:       924.92291 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 72.0548858643s, input_fired_time: 0.9823204279, output_fired_time: 0.6047739983, propagate_forward_time: 27.4586372375, propagate_backward_time: 41.1334724426, weight_update_time: 0.0752670765, other_time: 1.8756790161
epoch time: 5.8440289497s, input_fired_time: 0.1025302708, output_fired_time: 0.0000000000, propagate_forward_time: 5.4223952293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191032410
validation[          , genome  7033] predictions:    9709/  10000 (97.09%), best:    9723/10000 (97.23%), error:       954.38800, best error:       924.92291 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 72.0721664429s, input_fired_time: 0.9811758399, output_fired_time: 0.6029711962, propagate_forward_time: 27.4165611267, propagate_backward_time: 41.2035293579, weight_update_time: 0.0749680549, other_time: 1.8679237366
epoch time: 5.8458714485s, input_fired_time: 0.1024317592, output_fired_time: 0.0000000000, propagate_forward_time: 5.4244980812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189415932
validation[          , genome  7033] predictions:    9722/  10000 (97.22%), best:    9723/10000 (97.23%), error:       946.85376, best error:       924.92291 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 71.4177703857s, input_fired_time: 0.9806181788, output_fired_time: 0.5967879295, propagate_forward_time: 27.1778373718, propagate_backward_time: 40.7867088318, weight_update_time: 0.0743788183, other_time: 1.8758163452
epoch time: 5.8633918762s, input_fired_time: 0.1034348905, output_fired_time: 0.0000000000, propagate_forward_time: 5.4411697388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187870979
validation[          , genome  7033] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1054.78625, best error:       924.92291 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 71.7545623779s, input_fired_time: 0.9794315100, output_fired_time: 0.6000760198, propagate_forward_time: 27.3048229218, propagate_backward_time: 41.0134124756, weight_update_time: 0.0736626685, other_time: 1.8568191528
epoch time: 6.6590161324s, input_fired_time: 0.1155020595, output_fired_time: 0.0000000000, propagate_forward_time: 6.1904287338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530855179
validation[          , genome  7033] predictions:    9658/  10000 (96.58%), best:    9723/10000 (97.23%), error:      1149.24158, best error:       924.92291 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 74.0089187622s, input_fired_time: 0.9954446554, output_fired_time: 0.6148881912, propagate_forward_time: 28.2537040710, propagate_backward_time: 42.2233924866, weight_update_time: 0.0767388418, other_time: 1.9214859009
epoch time: 5.8405966759s, input_fired_time: 0.1013069004, output_fired_time: 0.0000000000, propagate_forward_time: 5.4207034111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185863495
validation[          , genome  7033] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1040.01440, best error:       924.92291 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 73.0409545898s, input_fired_time: 0.9907968044, output_fired_time: 0.6104465723, propagate_forward_time: 27.8478965759, propagate_backward_time: 41.6765861511, weight_update_time: 0.0760876089, other_time: 1.9152297974
epoch time: 5.8541088104s, input_fired_time: 0.1027984768, output_fired_time: 0.0000000000, propagate_forward_time: 5.4295530319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217573166
validation[          , genome  7033] predictions:    9632/  10000 (96.32%), best:    9723/10000 (97.23%), error:      1157.31091, best error:       924.92291 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 71.6730499268s, input_fired_time: 0.9784029722, output_fired_time: 0.5998687744, propagate_forward_time: 27.2699966431, propagate_backward_time: 40.9549217224, weight_update_time: 0.0751808286, other_time: 1.8698616028
epoch time: 6.1918821335s, input_fired_time: 0.1089587882, output_fired_time: 0.0000000000, propagate_forward_time: 5.7478351593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350882530
validation[          , genome  7033] predictions:    9712/  10000 (97.12%), best:    9723/10000 (97.23%), error:       963.48633, best error:       924.92291 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 72.0420989990s, input_fired_time: 0.9783592820, output_fired_time: 0.6033357978, propagate_forward_time: 27.4206981659, propagate_backward_time: 41.1801948547, weight_update_time: 0.0748675242, other_time: 1.8595085144
epoch time: 5.8473167419s, input_fired_time: 0.1020079777, output_fired_time: 0.0000000000, propagate_forward_time: 5.4260873795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192214966
validation[          , genome  7033] predictions:    9613/  10000 (96.13%), best:    9723/10000 (97.23%), error:      1325.31323, best error:       924.92291 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 72.8424301147s, input_fired_time: 0.9826592803, output_fired_time: 0.6058437824, propagate_forward_time: 27.7719383240, propagate_backward_time: 41.6018829346, weight_update_time: 0.0758257732, other_time: 1.8801078796
epoch time: 5.8399143219s, input_fired_time: 0.1011018082, output_fired_time: 0.0000000000, propagate_forward_time: 5.4210467339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177657127
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9723/10000 (97.23%), error:       964.78210, best error:       924.92291 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 71.8234481812s, input_fired_time: 0.9694969058, output_fired_time: 0.5985574126, propagate_forward_time: 27.3570404053, propagate_backward_time: 41.0552368164, weight_update_time: 0.0748877898, other_time: 1.8431167603
epoch time: 5.8655729294s, input_fired_time: 0.1016775295, output_fired_time: 0.0000000000, propagate_forward_time: 5.4489574432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149380684
validation[          , genome  7033] predictions:    9666/  10000 (96.66%), best:    9723/10000 (97.23%), error:      1082.15125, best error:       924.92291 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 71.2027359009s, input_fired_time: 0.9613747597, output_fired_time: 0.5921484828, propagate_forward_time: 27.1218833923, propagate_backward_time: 40.7019958496, weight_update_time: 0.0746255964, other_time: 1.8253364563
epoch time: 5.8347787857s, input_fired_time: 0.1008667126, output_fired_time: 0.0000000000, propagate_forward_time: 5.4195208549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143911362
validation[          , genome  7033] predictions:    9697/  10000 (96.97%), best:    9723/10000 (97.23%), error:      1040.24609, best error:       924.92291 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 71.3071212769s, input_fired_time: 0.9668549299, output_fired_time: 0.5958858132, propagate_forward_time: 27.0950984955, propagate_backward_time: 40.8293418884, weight_update_time: 0.0744277313, other_time: 1.8199348450
epoch time: 5.8409943581s, input_fired_time: 0.1019983068, output_fired_time: 0.0000000000, propagate_forward_time: 5.4200544357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189415932
validation[          , genome  7033] predictions:    9629/  10000 (96.29%), best:    9723/10000 (97.23%), error:      1221.27112, best error:       924.92291 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 71.4771194458s, input_fired_time: 0.9686534405, output_fired_time: 0.5960767269, propagate_forward_time: 27.2803134918, propagate_backward_time: 40.8069610596, weight_update_time: 0.0724815577, other_time: 1.8251190186
epoch time: 5.8416666985s, input_fired_time: 0.1032473594, output_fired_time: 0.0000000000, propagate_forward_time: 5.4196019173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188176155
validation[          , genome  7033] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:      1025.10474, best error:       924.92291 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 71.6763534546s, input_fired_time: 0.9719724059, output_fired_time: 0.5967258215, propagate_forward_time: 27.2736129761, propagate_backward_time: 40.9921951294, weight_update_time: 0.0747289211, other_time: 1.8418502808
epoch time: 6.3652815819s, input_fired_time: 0.1085196882, output_fired_time: 0.0000000000, propagate_forward_time: 5.9203219414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364400864
validation[          , genome  7033] predictions:    9720/  10000 (97.20%), best:    9723/10000 (97.23%), error:       973.45911, best error:       924.92291 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 71.1758346558s, input_fired_time: 0.9715743661, output_fired_time: 0.5930870771, propagate_forward_time: 27.0875797272, propagate_backward_time: 40.7002220154, weight_update_time: 0.0744627938, other_time: 1.8233757019
epoch time: 5.8361258507s, input_fired_time: 0.1030442566, output_fired_time: 0.0000000000, propagate_forward_time: 5.4193739891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137078285
validation[          , genome  7033] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       839.40106, best error:       839.40106 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 71.2657470703s, input_fired_time: 0.9785443544, output_fired_time: 0.5939715505, propagate_forward_time: 27.1332855225, propagate_backward_time: 40.7301216125, weight_update_time: 0.0746104941, other_time: 1.8298225403
epoch time: 5.8395810127s, input_fired_time: 0.1035936177, output_fired_time: 0.0000000000, propagate_forward_time: 5.4211721420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148150444
validation[          , genome  7033] predictions:    9673/  10000 (96.73%), best:    9746/10000 (97.46%), error:      1055.05127, best error:       839.40106 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 71.2926635742s, input_fired_time: 0.9762910604, output_fired_time: 0.5943073630, propagate_forward_time: 27.1473903656, propagate_backward_time: 40.7261352539, weight_update_time: 0.0748862848, other_time: 1.8485412598
epoch time: 5.8665428162s, input_fired_time: 0.1041232571, output_fired_time: 0.0000000000, propagate_forward_time: 5.4400005341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224191666
validation[          , genome  7033] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:      1017.36432, best error:       839.40106 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 71.1374359131s, input_fired_time: 0.9737409949, output_fired_time: 0.5939912796, propagate_forward_time: 27.0969715118, propagate_backward_time: 40.6505966187, weight_update_time: 0.0746086985, other_time: 1.8221359253
epoch time: 5.8447103500s, input_fired_time: 0.1041623279, output_fired_time: 0.0000000000, propagate_forward_time: 5.4219360352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186120987
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       885.37665, best error:       839.40106 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 71.2126388550s, input_fired_time: 0.9774737358, output_fired_time: 0.5958429575, propagate_forward_time: 27.1080455780, propagate_backward_time: 40.6872482300, weight_update_time: 0.0748509169, other_time: 1.8440322876
epoch time: 5.9242401123s, input_fired_time: 0.1069604680, output_fired_time: 0.0000000000, propagate_forward_time: 5.4784398079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388400078
validation[          , genome  7033] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       948.71130, best error:       839.40106 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 71.6624832153s, input_fired_time: 0.9749891758, output_fired_time: 0.5994411707, propagate_forward_time: 27.2591972351, propagate_backward_time: 40.9747009277, weight_update_time: 0.0755576119, other_time: 1.8541526794
epoch time: 5.8627958298s, input_fired_time: 0.1052727178, output_fired_time: 0.0000000000, propagate_forward_time: 5.4354033470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221197128
validation[          , genome  7033] predictions:    9515/  10000 (95.15%), best:    9746/10000 (97.46%), error:      1590.14258, best error:       839.40106 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 72.0156250000s, input_fired_time: 0.9816047549, output_fired_time: 0.6039147377, propagate_forward_time: 27.3681354523, propagate_backward_time: 41.1930427551, weight_update_time: 0.0753324628, other_time: 1.8689308167
epoch time: 5.8483014107s, input_fired_time: 0.1033269688, output_fired_time: 0.0000000000, propagate_forward_time: 5.4251046181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198699951
validation[          , genome  7033] predictions:    9732/  10000 (97.32%), best:    9746/10000 (97.46%), error:       944.69879, best error:       839.40106 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 72.1335144043s, input_fired_time: 0.9884991646, output_fired_time: 0.6029785872, propagate_forward_time: 27.4649009705, propagate_backward_time: 41.1800956726, weight_update_time: 0.0755130127, other_time: 1.8970336914
epoch time: 5.8574337959s, input_fired_time: 0.1062193364, output_fired_time: 0.0000000000, propagate_forward_time: 5.4276986122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235158920
validation[          , genome  7033] predictions:    9703/  10000 (97.03%), best:    9746/10000 (97.46%), error:       987.71814, best error:       839.40106 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 71.8944091797s, input_fired_time: 0.9954521656, output_fired_time: 0.6074804664, propagate_forward_time: 27.3671054840, propagate_backward_time: 41.0520935059, weight_update_time: 0.0752016306, other_time: 1.8722763062
epoch time: 5.9940962791s, input_fired_time: 0.1071801782, output_fired_time: 0.0000000000, propagate_forward_time: 5.5632371902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236789703
validation[          , genome  7033] predictions:    9731/  10000 (97.31%), best:    9746/10000 (97.46%), error:       899.18176, best error:       839.40106 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 72.6585617065s, input_fired_time: 0.9951797724, output_fired_time: 0.6176873446, propagate_forward_time: 27.6661491394, propagate_backward_time: 41.5076866150, weight_update_time: 0.0757554770, other_time: 1.8718566895
epoch time: 5.8530535698s, input_fired_time: 0.1065374985, output_fired_time: 0.0000000000, propagate_forward_time: 5.4256620407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208541870
validation[          , genome  7033] predictions:    9713/  10000 (97.13%), best:    9746/10000 (97.46%), error:       998.81940, best error:       839.40106 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 72.4070587158s, input_fired_time: 0.9929268956, output_fired_time: 0.6125829220, propagate_forward_time: 27.5565433502, propagate_backward_time: 41.3772811890, weight_update_time: 0.0755583122, other_time: 1.8677291870
epoch time: 5.8559441566s, input_fired_time: 0.1045165285, output_fired_time: 0.0000000000, propagate_forward_time: 5.4266633987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247642517
validation[          , genome  7033] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       978.41095, best error:       839.40106 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 71.5559844971s, input_fired_time: 0.9917829037, output_fired_time: 0.6002508402, propagate_forward_time: 27.2176036835, propagate_backward_time: 40.8698539734, weight_update_time: 0.0751041397, other_time: 1.8764915466
epoch time: 6.0432553291s, input_fired_time: 0.1078741178, output_fired_time: 0.0000000000, propagate_forward_time: 5.6068592072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285222054
validation[          , genome  7033] predictions:    9705/  10000 (97.05%), best:    9746/10000 (97.46%), error:       943.19855, best error:       839.40106 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 71.6389312744s, input_fired_time: 0.9893997312, output_fired_time: 0.5996502042, propagate_forward_time: 27.2421226501, propagate_backward_time: 40.9543151855, weight_update_time: 0.0753360540, other_time: 1.8534431458
epoch time: 5.8447289467s, input_fired_time: 0.1048922315, output_fired_time: 0.0000000000, propagate_forward_time: 5.4227395058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170971870
validation[          , genome  7033] predictions:    9712/  10000 (97.12%), best:    9746/10000 (97.46%), error:       922.34644, best error:       839.40106 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.0629730225s, input_fired_time: 0.9918428659, output_fired_time: 0.6012444496, propagate_forward_time: 27.4125156403, propagate_backward_time: 41.1779632568, weight_update_time: 0.0754409060, other_time: 1.8794097900
epoch time: 5.8438048363s, input_fired_time: 0.1042882577, output_fired_time: 0.0000000000, propagate_forward_time: 5.4223618507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171548843
validation[          , genome  7033] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       987.59900, best error:       839.40106 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 71.1430587769s, input_fired_time: 0.9822207689, output_fired_time: 0.5943846107, propagate_forward_time: 27.0869636536, propagate_backward_time: 40.6468505859, weight_update_time: 0.0749302730, other_time: 1.8326377869
epoch time: 5.8467397690s, input_fired_time: 0.1061141565, output_fired_time: 0.0000000000, propagate_forward_time: 5.4214482307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191771507
validation[          , genome  7033] predictions:    9723/  10000 (97.23%), best:    9746/10000 (97.46%), error:       934.98022, best error:       839.40106 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 71.4214248657s, input_fired_time: 0.9906171560, output_fired_time: 0.5982890725, propagate_forward_time: 27.1721096039, propagate_backward_time: 40.7971076965, weight_update_time: 0.0753121376, other_time: 1.8633003235
epoch time: 5.8507328033s, input_fired_time: 0.1067211255, output_fired_time: 0.0000000000, propagate_forward_time: 5.4228286743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211832047
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       895.21893, best error:       839.40106 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 71.3762512207s, input_fired_time: 0.9898760319, output_fired_time: 0.5977939367, propagate_forward_time: 27.1787528992, propagate_backward_time: 40.7297821045, weight_update_time: 0.0755825639, other_time: 1.8800468445
epoch time: 5.8529105186s, input_fired_time: 0.1071549729, output_fired_time: 0.0000000000, propagate_forward_time: 5.4250416756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207139969
validation[          , genome  7033] predictions:    9672/  10000 (96.72%), best:    9746/10000 (97.46%), error:      1044.96497, best error:       839.40106 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 71.3733749390s, input_fired_time: 0.9902481437, output_fired_time: 0.5995521545, propagate_forward_time: 27.0953350067, propagate_backward_time: 40.8431015015, weight_update_time: 0.0750835761, other_time: 1.8451309204
epoch time: 5.8473229408s, input_fired_time: 0.1061533317, output_fired_time: 0.0000000000, propagate_forward_time: 5.4226799011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184895515
validation[          , genome  7033] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       949.41876, best error:       839.40106 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.2754821777s, input_fired_time: 0.9909542203, output_fired_time: 0.6045473218, propagate_forward_time: 27.4988155365, propagate_backward_time: 41.3285903931, weight_update_time: 0.0756678283, other_time: 1.8525772095
epoch time: 6.0863666534s, input_fired_time: 0.1081441864, output_fired_time: 0.0000000000, propagate_forward_time: 5.6513719559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268504143
validation[          , genome  7033] predictions:    9693/  10000 (96.93%), best:    9746/10000 (97.46%), error:      1019.30902, best error:       839.40106 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 71.8492813110s, input_fired_time: 0.9889261723, output_fired_time: 0.6029291153, propagate_forward_time: 27.3714885712, propagate_backward_time: 41.0237197876, weight_update_time: 0.0760123208, other_time: 1.8622131348
epoch time: 5.8483052254s, input_fired_time: 0.1037069634, output_fired_time: 0.0000000000, propagate_forward_time: 5.4235830307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210153580
validation[          , genome  7033] predictions:    9719/  10000 (97.19%), best:    9746/10000 (97.46%), error:       964.38202, best error:       839.40106 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 71.4691772461s, input_fired_time: 0.9853991270, output_fired_time: 0.5967779756, propagate_forward_time: 27.1952133179, propagate_backward_time: 40.8613700867, weight_update_time: 0.0751602501, other_time: 1.8304176331
epoch time: 5.8394689560s, input_fired_time: 0.1045624688, output_fired_time: 0.0000000000, propagate_forward_time: 5.4218153954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130912781
validation[          , genome  7033] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       921.16248, best error:       839.40106 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 71.1637878418s, input_fired_time: 0.9755690694, output_fired_time: 0.5928779840, propagate_forward_time: 27.1086349487, propagate_backward_time: 40.6859626770, weight_update_time: 0.0750932619, other_time: 1.8007392883
epoch time: 5.9186091423s, input_fired_time: 0.1082556844, output_fired_time: 0.0000000000, propagate_forward_time: 5.4813995361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289537430
validation[          , genome  7033] predictions:    9698/  10000 (96.98%), best:    9746/10000 (97.46%), error:       987.49860, best error:       839.40106 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 71.3046340942s, input_fired_time: 0.9827132821, output_fired_time: 0.5937608480, propagate_forward_time: 27.1484565735, propagate_backward_time: 40.7503318787, weight_update_time: 0.0754423514, other_time: 1.8293762207
epoch time: 5.8447699547s, input_fired_time: 0.1054662988, output_fired_time: 0.0000000000, propagate_forward_time: 5.4229426384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163609505
validation[          , genome  7033] predictions:    9703/  10000 (97.03%), best:    9746/10000 (97.46%), error:       986.53992, best error:       839.40106 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 71.2424392700s, input_fired_time: 0.9836692810, output_fired_time: 0.5950727463, propagate_forward_time: 27.0994281769, propagate_backward_time: 40.7393875122, weight_update_time: 0.0757365227, other_time: 1.8248901367
epoch time: 5.8399310112s, input_fired_time: 0.1041688621, output_fired_time: 0.0000000000, propagate_forward_time: 5.4211635590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145985603
validation[          , genome  7033] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       919.31818, best error:       839.40106 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 71.3127670288s, input_fired_time: 0.9821761847, output_fired_time: 0.5941701531, propagate_forward_time: 27.1749324799, propagate_backward_time: 40.7234382629, weight_update_time: 0.0754343569, other_time: 1.8380470276
epoch time: 5.8403177261s, input_fired_time: 0.1047494113, output_fired_time: 0.0000000000, propagate_forward_time: 5.4188489914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167195320
validation[          , genome  7033] predictions:    9735/  10000 (97.35%), best:    9746/10000 (97.46%), error:       876.67096, best error:       839.40106 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 71.2092895508s, input_fired_time: 0.9807438254, output_fired_time: 0.5939231515, propagate_forward_time: 27.1156463623, propagate_backward_time: 40.7072525024, weight_update_time: 0.0747234076, other_time: 1.8117218018
epoch time: 5.8352613449s, input_fired_time: 0.1048076078, output_fired_time: 0.0000000000, propagate_forward_time: 5.4185633659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118906021
validation[          , genome  7033] predictions:    9716/  10000 (97.16%), best:    9746/10000 (97.46%), error:       962.59906, best error:       839.40106 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 71.1475601196s, input_fired_time: 0.9828719497, output_fired_time: 0.5918755531, propagate_forward_time: 27.0978832245, propagate_backward_time: 40.6728935242, weight_update_time: 0.0748127550, other_time: 1.8020362854
epoch time: 5.8380532265s, input_fired_time: 0.1031126380, output_fired_time: 0.0000000000, propagate_forward_time: 5.4225454330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123950958
validation[          , genome  7033] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       946.22144, best error:       839.40106 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 73.4165878296s, input_fired_time: 0.9968768358, output_fired_time: 0.6083444357, propagate_forward_time: 28.0138244629, propagate_backward_time: 41.9562301636, weight_update_time: 0.0764996335, other_time: 1.8413085938
epoch time: 5.8452363014s, input_fired_time: 0.1051404476, output_fired_time: 0.0000000000, propagate_forward_time: 5.4253830910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147130013
validation[          , genome  7033] predictions:    9734/  10000 (97.34%), best:    9746/10000 (97.46%), error:       918.55023, best error:       839.40106 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 71.6863784790s, input_fired_time: 0.9825211763, output_fired_time: 0.5968208909, propagate_forward_time: 27.3105983734, propagate_backward_time: 40.9534492493, weight_update_time: 0.0754577219, other_time: 1.8429832458
epoch time: 5.9433388710s, input_fired_time: 0.1081103534, output_fired_time: 0.0000000000, propagate_forward_time: 5.5103883743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248400688
validation[          , genome  7033] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:       937.36188, best error:       839.40106 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.7101898193s, input_fired_time: 0.9853443503, output_fired_time: 0.5975584388, propagate_forward_time: 27.3137607574, propagate_backward_time: 40.9923057556, weight_update_time: 0.0753137693, other_time: 1.8212242126
epoch time: 5.8346443176s, input_fired_time: 0.1042424142, output_fired_time: 0.0000000000, propagate_forward_time: 5.4183478355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120541573
validation[          , genome  7033] predictions:    9692/  10000 (96.92%), best:    9746/10000 (97.46%), error:      1013.51880, best error:       839.40106 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 71.4221267700s, input_fired_time: 0.9883813262, output_fired_time: 0.5946598053, propagate_forward_time: 27.1938514709, propagate_backward_time: 40.8190383911, weight_update_time: 0.0750863254, other_time: 1.8261985779
epoch time: 5.8452944756s, input_fired_time: 0.1052919626, output_fired_time: 0.0000000000, propagate_forward_time: 5.4248719215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151307106
validation[          , genome  7033] predictions:    9709/  10000 (97.09%), best:    9746/10000 (97.46%), error:       953.91199, best error:       839.40106 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 71.4399490356s, input_fired_time: 0.9882278442, output_fired_time: 0.5954753160, propagate_forward_time: 27.2014236450, propagate_backward_time: 40.8186950684, weight_update_time: 0.0750703216, other_time: 1.8361282349
epoch time: 6.1524724960s, input_fired_time: 0.1082168818, output_fired_time: 0.0000000000, propagate_forward_time: 5.7165422440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277134895
validation[          , genome  7033] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       948.84015, best error:       839.40106 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 71.2835693359s, input_fired_time: 0.9863294363, output_fired_time: 0.5943140388, propagate_forward_time: 27.1435260773, propagate_backward_time: 40.7469520569, weight_update_time: 0.0749081671, other_time: 1.8124504089
epoch time: 5.8380599022s, input_fired_time: 0.1054139882, output_fired_time: 0.0000000000, propagate_forward_time: 5.4195756912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130702972
validation[          , genome  7033] predictions:    9725/  10000 (97.25%), best:    9746/10000 (97.46%), error:       963.60046, best error:       839.40106 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 71.9551925659s, input_fired_time: 0.9959211946, output_fired_time: 0.5991997719, propagate_forward_time: 27.4073066711, propagate_backward_time: 41.1115646362, weight_update_time: 0.0756762400, other_time: 1.8412055969
epoch time: 5.8560256958s, input_fired_time: 0.1085837781, output_fired_time: 0.0000000000, propagate_forward_time: 5.4255805016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218612671
validation[          , genome  7033] predictions:    9704/  10000 (97.04%), best:    9746/10000 (97.46%), error:       994.61218, best error:       839.40106 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 71.5769958496s, input_fired_time: 0.9928059578, output_fired_time: 0.5954824686, propagate_forward_time: 27.2768192291, propagate_backward_time: 40.8762702942, weight_update_time: 0.0751765966, other_time: 1.8356208801
epoch time: 5.8414068222s, input_fired_time: 0.1061541364, output_fired_time: 0.0000000000, propagate_forward_time: 5.4218883514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133645058
validation[          , genome  7033] predictions:    9657/  10000 (96.57%), best:    9746/10000 (97.46%), error:      1195.81348, best error:       839.40106 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 71.1892852783s, input_fired_time: 0.9961037040, output_fired_time: 0.5929555893, propagate_forward_time: 27.0962810516, propagate_backward_time: 40.6961021423, weight_update_time: 0.0747955441, other_time: 1.8078422546
epoch time: 5.8400826454s, input_fired_time: 0.1059981436, output_fired_time: 0.0000000000, propagate_forward_time: 5.4210386276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130459785
validation[          , genome  7033] predictions:    9731/  10000 (97.31%), best:    9746/10000 (97.46%), error:       900.84210, best error:       839.40106 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 71.1534881592s, input_fired_time: 0.9893910885, output_fired_time: 0.5926602483, propagate_forward_time: 27.0932540894, propagate_backward_time: 40.6738929749, weight_update_time: 0.0749595910, other_time: 1.8042945862
epoch time: 5.8428769112s, input_fired_time: 0.1057092920, output_fired_time: 0.0000000000, propagate_forward_time: 5.4226355553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145322800
validation[          , genome  7033] predictions:    9739/  10000 (97.39%), best:    9746/10000 (97.46%), error:       919.22382, best error:       839.40106 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 71.5644912720s, input_fired_time: 0.9974247813, output_fired_time: 0.5975385308, propagate_forward_time: 27.2373561859, propagate_backward_time: 40.8944549561, weight_update_time: 0.0753455237, other_time: 1.8377151489
epoch time: 6.1855373383s, input_fired_time: 0.1101726517, output_fired_time: 0.0000000000, propagate_forward_time: 5.7451119423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302526474
validation[          , genome  7033] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       902.31097, best error:       839.40106 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 71.4145584106s, input_fired_time: 0.9907995462, output_fired_time: 0.5950622559, propagate_forward_time: 27.1713428497, propagate_backward_time: 40.8377494812, weight_update_time: 0.0752250105, other_time: 1.8196067810
epoch time: 5.8391442299s, input_fired_time: 0.1053422987, output_fired_time: 0.0000000000, propagate_forward_time: 5.4210000038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128018379
validation[          , genome  7033] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       937.12842, best error:       839.40106 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 71.3743743896s, input_fired_time: 0.9936212897, output_fired_time: 0.5943516493, propagate_forward_time: 27.1361083984, propagate_backward_time: 40.8147773743, weight_update_time: 0.0756451711, other_time: 1.8355140686
epoch time: 5.8369669914s, input_fired_time: 0.1052684113, output_fired_time: 0.0000000000, propagate_forward_time: 5.4193286896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123698235
validation[          , genome  7033] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:      1019.21637, best error:       839.40106 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 71.6585998535s, input_fired_time: 0.9959385395, output_fired_time: 0.5970762372, propagate_forward_time: 27.2996921539, propagate_backward_time: 40.9390373230, weight_update_time: 0.0761807337, other_time: 1.8268547058
epoch time: 5.8447537422s, input_fired_time: 0.1068161502, output_fired_time: 0.0000000000, propagate_forward_time: 5.4220776558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158597946
validation[          , genome  7033] predictions:    9660/  10000 (96.60%), best:    9746/10000 (97.46%), error:      1110.96143, best error:       839.40106 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 71.2382659912s, input_fired_time: 0.9957416654, output_fired_time: 0.5930655599, propagate_forward_time: 27.1371383667, propagate_backward_time: 40.6928901672, weight_update_time: 0.0753332824, other_time: 1.8194313049
epoch time: 5.8412661552s, input_fired_time: 0.1084621251, output_fired_time: 0.0000000000, propagate_forward_time: 5.4204397202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123641014
validation[          , genome  7033] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       935.56250, best error:       839.40106 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 72.2584381104s, input_fired_time: 1.0042365789, output_fired_time: 0.5992937088, propagate_forward_time: 27.5331649780, propagate_backward_time: 41.2690315247, weight_update_time: 0.0757147521, other_time: 1.8527107239
epoch time: 5.8626146317s, input_fired_time: 0.1063579172, output_fired_time: 0.0000000000, propagate_forward_time: 5.4364061356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198504448
validation[          , genome  7033] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       962.32422, best error:       839.40106 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 71.2862701416s, input_fired_time: 0.9973053336, output_fired_time: 0.5935807228, propagate_forward_time: 27.1522235870, propagate_backward_time: 40.7282447815, weight_update_time: 0.0749844611, other_time: 1.8149147034
epoch time: 5.8413996696s, input_fired_time: 0.1083907709, output_fired_time: 0.0000000000, propagate_forward_time: 5.4198169708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131918907
validation[          , genome  7033] predictions:    9736/  10000 (97.36%), best:    9746/10000 (97.46%), error:       940.38556, best error:       839.40106 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 71.2158584595s, input_fired_time: 0.9979838133, output_fired_time: 0.5936071277, propagate_forward_time: 27.1098632812, propagate_backward_time: 40.6984939575, weight_update_time: 0.0748733357, other_time: 1.8159103394
epoch time: 5.8452725410s, input_fired_time: 0.1072540879, output_fired_time: 0.0000000000, propagate_forward_time: 5.4242963791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137221336
validation[          , genome  7033] predictions:    9758/  10000 (97.58%), best:    9746/10000 (97.46%), error:       881.32190, best error:       839.40106 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 71.5815048218s, input_fired_time: 1.0029132366, output_fired_time: 0.5958077312, propagate_forward_time: 27.2671470642, propagate_backward_time: 40.8964576721, weight_update_time: 0.0752252340, other_time: 1.8191757202
epoch time: 6.0721449852s, input_fired_time: 0.1103637666, output_fired_time: 0.0000000000, propagate_forward_time: 5.6343693733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274116516
validation[          , genome  7033] predictions:    9706/  10000 (97.06%), best:    9746/10000 (97.46%), error:       969.46100, best error:       839.40106 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 71.7250595093s, input_fired_time: 1.0012552738, output_fired_time: 0.5985837579, propagate_forward_time: 27.3245830536, propagate_backward_time: 40.9677505493, weight_update_time: 0.0751919970, other_time: 1.8328781128
epoch time: 6.2988166809s, input_fired_time: 0.1176874861, output_fired_time: 0.0000000000, propagate_forward_time: 5.8363461494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447828293
validation[          , genome  7033] predictions:    9714/  10000 (97.14%), best:    9746/10000 (97.46%), error:       946.49188, best error:       839.40106 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 71.4633178711s, input_fired_time: 1.0074404478, output_fired_time: 0.6001130342, propagate_forward_time: 27.1899127960, propagate_backward_time: 40.8083496094, weight_update_time: 0.0752179995, other_time: 1.8575057983
epoch time: 5.8524136543s, input_fired_time: 0.1088993773, output_fired_time: 0.0000000000, propagate_forward_time: 5.4252090454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183050156
validation[          , genome  7033] predictions:    9647/  10000 (96.47%), best:    9746/10000 (97.46%), error:      1166.10547, best error:       839.40106 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 71.7310104370s, input_fired_time: 1.0105620623, output_fired_time: 0.6005176902, propagate_forward_time: 27.2827014923, propagate_backward_time: 40.9731941223, weight_update_time: 0.0755999982, other_time: 1.8640403748
epoch time: 5.8837060928s, input_fired_time: 0.1089564338, output_fired_time: 0.0000000000, propagate_forward_time: 5.4407563210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339934349
validation[          , genome  7033] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       881.71216, best error:       839.40106 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 72.7206192017s, input_fired_time: 1.0200644732, output_fired_time: 0.6120346189, propagate_forward_time: 27.6782817841, propagate_backward_time: 41.5169410706, weight_update_time: 0.0773149356, other_time: 1.8932914734
epoch time: 5.9410090446s, input_fired_time: 0.1119680032, output_fired_time: 0.0000000000, propagate_forward_time: 5.5029215813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261194229
validation[          , genome  7033] predictions:    9651/  10000 (96.51%), best:    9746/10000 (97.46%), error:      1161.39087, best error:       839.40106 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 71.5560913086s, input_fired_time: 1.0083813667, output_fired_time: 0.6026985645, propagate_forward_time: 27.2450962067, propagate_backward_time: 40.8362770081, weight_update_time: 0.0696934685, other_time: 1.8636360168
epoch time: 5.8494896889s, input_fired_time: 0.1084324941, output_fired_time: 0.0000000000, propagate_forward_time: 5.4203047752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207526207
validation[          , genome  7033] predictions:    9693/  10000 (96.93%), best:    9746/10000 (97.46%), error:      1004.37048, best error:       839.40106 on epoch:    50, 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: 29.4120368958s, input_fired_time: 0.5341290236, output_fired_time: 0.0000000000, propagate_forward_time: 27.2294578552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6484508514
best training[          , genome  7033] predictions:   49307/  50000 (98.61%), best:    9746/10000 (97.46%), error:      2534.12598, best error:       839.40106 on epoch:    50, 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: 5.8447790146s, input_fired_time: 0.1029653773, output_fired_time: 0.0000000000, propagate_forward_time: 5.4169116020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249020576
   testing[          , genome  7033] predictions:    9755/  10000 (97.55%), best:    9746/10000 (97.46%), error:       837.65955, best error:       839.40106 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:52:51 (5344): called boinc_finish(0)

</stderr_txt>
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