Nameexact_genome_1542069603_187_5775_0
Workunit4086003
Created13 Nov 2018, 11:55:49 UTC
Sent13 Nov 2018, 12:25:46 UTC
Report deadline1 Feb 2019, 21:11:56 UTC
Received18 Nov 2018, 18:41:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID75310
Run time1 days 6 hours 52 min 30 sec
CPU time1 days 6 hours 52 min 16 sec
Validate stateValid
Credit20,091.35
Device peak FLOPS3.28 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size527.45 MB
Peak swap size530.01 MB
Peak disk usage6.89 MB

Stderr output

<core_client_version>7.9.3</core_client_version>
<![CDATA[
<stderr_txt>
   11733.88867 on epoch:    12, epoch:   14/100, mu: 0.7680393457, learning_rate: 0.0007006149, weight_decay: 0.0002650865

epoch time: 989.5709228516s, input_fired_time: 17.3075122833, output_fired_time: 5.0133028030, propagate_forward_time: 396.9570312500, propagate_backward_time: 558.2120361328, weight_update_time: 0.3649952114, other_time: 12.0810546875
epoch time: 83.1667251587s, input_fired_time: 0.9088075161, output_fired_time: 0.0000000000, propagate_forward_time: 80.3076019287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9503173828
validation[          , genome  5775] predictions:    6044/  10000 (60.44%), best:    6044/10000 (60.44%), error:     11476.06543, best error:     11476.06543 on epoch:    15, epoch:   15/100, mu: 0.7802702785, learning_rate: 0.0006501526, weight_decay: 0.0002504206

epoch time: 1000.1256713867s, input_fired_time: 17.3586101532, output_fired_time: 5.0865440369, propagate_forward_time: 399.1830139160, propagate_backward_time: 566.4508666992, weight_update_time: 0.3460417688, other_time: 12.0466918945
epoch time: 84.3658676147s, input_fired_time: 0.9178618789, output_fired_time: 0.0000000000, propagate_forward_time: 81.4942550659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9537506104
validation[          , genome  5775] predictions:    5932/  10000 (59.32%), best:    6044/10000 (60.44%), error:     11664.45996, best error:     11476.06543 on epoch:    15, epoch:   16/100, mu: 0.7918272018, learning_rate: 0.0006033249, weight_decay: 0.0002365661

epoch time: 1010.8139648438s, input_fired_time: 17.6507759094, output_fired_time: 5.1376657486, propagate_forward_time: 405.8078918457, propagate_backward_time: 569.9000854492, weight_update_time: 0.3574225008, other_time: 12.3175659180
epoch time: 84.2752609253s, input_fired_time: 0.9201354384, output_fired_time: 0.0000000000, propagate_forward_time: 81.3878479004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9672775269
validation[          , genome  5775] predictions:    5947/  10000 (59.47%), best:    6044/10000 (60.44%), error:     11794.20508, best error:     11476.06543 on epoch:    15, epoch:   17/100, mu: 0.8027473092, learning_rate: 0.0005598699, weight_decay: 0.0002234780

epoch time: 1013.9528808594s, input_fired_time: 17.6729660034, output_fired_time: 5.1265573502, propagate_forward_time: 407.2266540527, propagate_backward_time: 571.5678100586, weight_update_time: 0.3567484319, other_time: 12.3588256836
epoch time: 84.1773986816s, input_fired_time: 0.9188395143, output_fired_time: 0.0000000000, propagate_forward_time: 81.3120117188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9465484619
validation[          , genome  5775] predictions:    6033/  10000 (60.33%), best:    6033/10000 (60.33%), error:     11401.18359, best error:     11401.18359 on epoch:    18, epoch:   18/100, mu: 0.8130656481, learning_rate: 0.0005195449, weight_decay: 0.0002111141

epoch time: 1010.9575195312s, input_fired_time: 17.6382465363, output_fired_time: 5.1371574402, propagate_forward_time: 405.8944702148, propagate_backward_time: 570.0548706055, weight_update_time: 0.3542650640, other_time: 12.2327880859
epoch time: 84.2231369019s, input_fired_time: 0.9140511751, output_fired_time: 0.0000000000, propagate_forward_time: 81.3497161865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9593658447
validation[          , genome  5775] predictions:    5876/  10000 (58.76%), best:    6033/10000 (60.33%), error:     11971.69043, best error:     11401.18359 on epoch:    18, epoch:   19/100, mu: 0.8228154182, learning_rate: 0.0004821242, weight_decay: 0.0001994342

epoch time: 1010.4530029297s, input_fired_time: 17.6154384613, output_fired_time: 5.0996818542, propagate_forward_time: 405.8997497559, propagate_backward_time: 569.5102539062, weight_update_time: 0.3557558060, other_time: 12.3278808594
epoch time: 85.2754669189s, input_fired_time: 0.9316215515, output_fired_time: 0.0000000000, propagate_forward_time: 82.3215103149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0223312378
validation[          , genome  5775] predictions:    5964/  10000 (59.64%), best:    6033/10000 (60.33%), error:     11644.43359, best error:     11401.18359 on epoch:    18, epoch:   20/100, mu: 0.8320279717, learning_rate: 0.0004473989, weight_decay: 0.0001884005

epoch time: 1012.9177856445s, input_fired_time: 17.7228527069, output_fired_time: 5.1241874695, propagate_forward_time: 406.5248107910, propagate_backward_time: 571.3001708984, weight_update_time: 0.3536644280, other_time: 12.2457275391
epoch time: 84.3493728638s, input_fired_time: 0.9325463772, output_fired_time: 0.0000000000, propagate_forward_time: 81.4477081299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9691162109
validation[          , genome  5775] predictions:    6048/  10000 (60.48%), best:    6033/10000 (60.33%), error:     11444.96777, best error:     11401.18359 on epoch:    18, epoch:   21/100, mu: 0.8407328725, learning_rate: 0.0004151746, weight_decay: 0.0001779773

epoch time: 1014.6881713867s, input_fired_time: 17.7040691376, output_fired_time: 5.1589679718, propagate_forward_time: 407.3046569824, propagate_backward_time: 572.1108398438, weight_update_time: 0.3723148108, other_time: 12.4096679688
epoch time: 87.1315078735s, input_fired_time: 0.9422979951, output_fired_time: 0.0000000000, propagate_forward_time: 84.1966781616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9925308228
validation[          , genome  5775] predictions:    6102/  10000 (61.02%), best:    6102/10000 (61.02%), error:     11305.77539, best error:     11305.77539 on epoch:    22, epoch:   22/100, mu: 0.8489580750, learning_rate: 0.0003852713, weight_decay: 0.0001681307

epoch time: 1010.5920410156s, input_fired_time: 17.6690120697, output_fired_time: 5.1725172997, propagate_forward_time: 405.3098144531, propagate_backward_time: 570.0731811523, weight_update_time: 0.3539780676, other_time: 12.3674926758
epoch time: 85.0321121216s, input_fired_time: 0.9431259632, output_fired_time: 0.0000000000, propagate_forward_time: 82.1204452515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9685440063
validation[          , genome  5775] predictions:    5995/  10000 (59.95%), best:    6102/10000 (61.02%), error:     11655.66406, best error:     11305.77539 on epoch:    22, epoch:   23/100, mu: 0.8567300439, learning_rate: 0.0003575219, weight_decay: 0.0001588288

epoch time: 1014.8688354492s, input_fired_time: 17.8817119598, output_fired_time: 5.1458630562, propagate_forward_time: 407.9162597656, propagate_backward_time: 571.5040893555, weight_update_time: 0.3573983312, other_time: 12.4208984375
epoch time: 84.5666885376s, input_fired_time: 0.9381525517, output_fired_time: 0.0000000000, propagate_forward_time: 81.6433181763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9852142334
validation[          , genome  5775] predictions:    6112/  10000 (61.12%), best:    6112/10000 (61.12%), error:     11160.62402, best error:     11160.62402 on epoch:    24, epoch:   24/100, mu: 0.8640737534, learning_rate: 0.0003317711, weight_decay: 0.0001500416

epoch time: 1007.2690429688s, input_fired_time: 17.6761341095, output_fired_time: 5.0871009827, propagate_forward_time: 404.9597167969, propagate_backward_time: 567.3148803711, weight_update_time: 0.3515191674, other_time: 12.2312011719
epoch time: 84.7101440430s, input_fired_time: 0.9421409965, output_fired_time: 0.0000000000, propagate_forward_time: 81.7974243164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9705810547
validation[          , genome  5775] predictions:    6093/  10000 (60.93%), best:    6112/10000 (61.12%), error:     11204.99902, best error:     11160.62402 on epoch:    24, epoch:   25/100, mu: 0.8710128069, learning_rate: 0.0003078750, weight_decay: 0.0001417406

epoch time: 1008.6108398438s, input_fired_time: 17.7101593018, output_fired_time: 5.1155529022, propagate_forward_time: 403.8570861816, propagate_backward_time: 569.7272338867, weight_update_time: 0.3517430723, other_time: 12.2008666992
epoch time: 85.1916198730s, input_fired_time: 0.9385160208, output_fired_time: 0.0000000000, propagate_forward_time: 82.2966918945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9564132690
validation[          , genome  5775] predictions:    6259/  10000 (62.59%), best:    6259/10000 (62.59%), error:     10904.19141, best error:     10904.19141 on epoch:    26, epoch:   26/100, mu: 0.8775694966, learning_rate: 0.0002857001, weight_decay: 0.0001338988

epoch time: 1010.2077026367s, input_fired_time: 17.7416172028, output_fired_time: 5.1295657158, propagate_forward_time: 406.0404968262, propagate_backward_time: 568.8756713867, weight_update_time: 0.3599411845, other_time: 12.4203491211
epoch time: 84.0096206665s, input_fired_time: 0.9345200658, output_fired_time: 0.0000000000, propagate_forward_time: 81.1306457520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9444580078
validation[          , genome  5775] predictions:    6264/  10000 (62.64%), best:    6259/10000 (62.59%), error:     10909.03223, best error:     10904.19141 on epoch:    26, epoch:   27/100, mu: 0.8837648630, learning_rate: 0.0002651223, weight_decay: 0.0001264908

epoch time: 1008.5004272461s, input_fired_time: 17.7108440399, output_fired_time: 5.1245861053, propagate_forward_time: 404.7883300781, propagate_backward_time: 568.5690917969, weight_update_time: 0.3541748822, other_time: 12.3076171875
epoch time: 84.3273773193s, input_fired_time: 0.9374701381, output_fired_time: 0.0000000000, propagate_forward_time: 81.4438934326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9460144043
validation[          , genome  5775] predictions:    6204/  10000 (62.04%), best:    6259/10000 (62.59%), error:     11021.23730, best error:     10904.19141 on epoch:    26, epoch:   28/100, mu: 0.8896188140, learning_rate: 0.0002460267, weight_decay: 0.0001194927

epoch time: 1009.0608520508s, input_fired_time: 17.7315139771, output_fired_time: 5.1212296486, propagate_forward_time: 405.1071777344, propagate_backward_time: 568.8917236328, weight_update_time: 0.3523934782, other_time: 12.2092285156
epoch time: 84.1917419434s, input_fired_time: 0.9416865110, output_fired_time: 0.0000000000, propagate_forward_time: 81.3107528687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9393005371
validation[          , genome  5775] predictions:    6144/  10000 (61.44%), best:    6259/10000 (62.59%), error:     11228.46680, best error:     10904.19141 on epoch:    26, epoch:   29/100, mu: 0.8951502442, learning_rate: 0.0002283064, weight_decay: 0.0001128818

epoch time: 1012.1887207031s, input_fired_time: 17.7513942719, output_fired_time: 5.1254587173, propagate_forward_time: 405.9165344238, propagate_backward_time: 570.9951782227, weight_update_time: 0.3564850390, other_time: 12.4000854492
epoch time: 84.2703857422s, input_fired_time: 0.9472251534, output_fired_time: 0.0000000000, propagate_forward_time: 81.3697586060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9533996582
validation[          , genome  5775] predictions:    6263/  10000 (62.63%), best:    6263/10000 (62.63%), error:     10835.53613, best error:     10835.53613 on epoch:    30, epoch:   30/100, mu: 0.9003768563, learning_rate: 0.0002118625, weight_decay: 0.0001066366

epoch time: 1013.1913452148s, input_fired_time: 17.7963848114, output_fired_time: 5.1169819832, propagate_forward_time: 407.2366943359, propagate_backward_time: 570.7346191406, weight_update_time: 0.3539624810, other_time: 12.3066406250
epoch time: 85.4807052612s, input_fired_time: 0.9573069811, output_fired_time: 0.0000000000, propagate_forward_time: 82.5225906372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0008087158
validation[          , genome  5775] predictions:    6092/  10000 (60.92%), best:    6263/10000 (62.63%), error:     11104.62305, best error:     10835.53613 on epoch:    30, epoch:   31/100, mu: 0.9053154588, learning_rate: 0.0001966029, weight_decay: 0.0001007369

epoch time: 1009.8395385742s, input_fired_time: 17.7738094330, output_fired_time: 5.1163415909, propagate_forward_time: 405.0459594727, propagate_backward_time: 569.6742553711, weight_update_time: 0.3527048528, other_time: 12.2291870117
epoch time: 84.2964172363s, input_fired_time: 0.9425380230, output_fired_time: 0.0000000000, propagate_forward_time: 81.4169845581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9368972778
validation[          , genome  5775] predictions:    6204/  10000 (62.04%), best:    6263/10000 (62.63%), error:     10891.79785, best error:     10835.53613 on epoch:    30, epoch:   32/100, mu: 0.9099819064, learning_rate: 0.0001824424, weight_decay: 0.0000951636

epoch time: 1012.1123046875s, input_fired_time: 17.8043651581, output_fired_time: 5.1193084717, propagate_forward_time: 406.2601318359, propagate_backward_time: 570.6588745117, weight_update_time: 0.3548620045, other_time: 12.2695922852
epoch time: 84.4929428101s, input_fired_time: 0.9537611604, output_fired_time: 0.0000000000, propagate_forward_time: 81.5792388916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9599456787
validation[          , genome  5775] predictions:    6262/  10000 (62.62%), best:    6262/10000 (62.62%), error:     10827.00293, best error:     10827.00293 on epoch:    33, epoch:   33/100, mu: 0.9143912196, learning_rate: 0.0001693019, weight_decay: 0.0000898987

epoch time: 1013.3380126953s, input_fired_time: 17.8171749115, output_fired_time: 5.1148109436, propagate_forward_time: 406.1519775391, propagate_backward_time: 571.9088134766, weight_update_time: 0.3554872572, other_time: 12.3452148438
epoch time: 84.7526321411s, input_fired_time: 0.9557585716, output_fired_time: 0.0000000000, propagate_forward_time: 81.8497390747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9471359253
validation[          , genome  5775] predictions:    6305/  10000 (63.05%), best:    6305/10000 (63.05%), error:     10733.63184, best error:     10733.63184 on epoch:    34, epoch:   34/100, mu: 0.9185575843, learning_rate: 0.0001571078, weight_decay: 0.0000849250

epoch time: 1009.0017089844s, input_fired_time: 17.7895736694, output_fired_time: 5.1116642952, propagate_forward_time: 405.2330322266, propagate_backward_time: 568.6107788086, weight_update_time: 0.3520097136, other_time: 12.2566528320
epoch time: 84.4616775513s, input_fired_time: 0.9510708451, output_fired_time: 0.0000000000, propagate_forward_time: 81.5197143555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9908905029
validation[          , genome  5775] predictions:    6231/  10000 (62.31%), best:    6305/10000 (63.05%), error:     10915.13867, best error:     10733.63184 on epoch:    34, epoch:   35/100, mu: 0.9224943519, learning_rate: 0.0001457920, weight_decay: 0.0000802266

epoch time: 1011.1580200195s, input_fired_time: 17.8460330963, output_fired_time: 5.1001653671, propagate_forward_time: 405.7696228027, propagate_backward_time: 570.1145629883, weight_update_time: 0.3603372872, other_time: 12.3276977539
epoch time: 85.1216506958s, input_fired_time: 0.9615268707, output_fired_time: 0.0000000000, propagate_forward_time: 82.2186050415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9415206909
validation[          , genome  5775] predictions:    6272/  10000 (62.72%), best:    6272/10000 (62.72%), error:     10702.55371, best error:     10702.55371 on epoch:    36, epoch:   36/100, mu: 0.9262141585, learning_rate: 0.0001352912, weight_decay: 0.0000757880

epoch time: 1012.3412475586s, input_fired_time: 17.8754463196, output_fired_time: 5.1354198456, propagate_forward_time: 406.7414855957, propagate_backward_time: 570.3458251953, weight_update_time: 0.3526492119, other_time: 12.2430419922
epoch time: 86.1097793579s, input_fired_time: 0.9651369452, output_fired_time: 0.0000000000, propagate_forward_time: 83.1614532471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9831924438
validation[          , genome  5775] predictions:    6203/  10000 (62.03%), best:    6272/10000 (62.72%), error:     10779.63965, best error:     10702.55371 on epoch:    36, epoch:   37/100, mu: 0.9297289848, learning_rate: 0.0001255467, weight_decay: 0.0000715951

epoch time: 1007.8231811523s, input_fired_time: 17.8674850464, output_fired_time: 5.1125698090, propagate_forward_time: 404.5268554688, propagate_backward_time: 568.0447998047, weight_update_time: 0.3519281447, other_time: 12.2714843750
epoch time: 84.9975051880s, input_fired_time: 0.9709905982, output_fired_time: 0.0000000000, propagate_forward_time: 82.0511932373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9753189087
validation[          , genome  5775] predictions:    6274/  10000 (62.74%), best:    6272/10000 (62.72%), error:     10821.83008, best error:     10702.55371 on epoch:    36, epoch:   38/100, mu: 0.9330501556, learning_rate: 0.0001165041, weight_decay: 0.0000676341

epoch time: 1009.2091064453s, input_fired_time: 17.8619365692, output_fired_time: 5.0940322876, propagate_forward_time: 405.6327209473, propagate_backward_time: 568.3526000977, weight_update_time: 0.3500356078, other_time: 12.2677612305
epoch time: 85.0996627808s, input_fired_time: 0.9590283036, output_fired_time: 0.0000000000, propagate_forward_time: 82.1848144531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9558181763
validation[          , genome  5775] predictions:    6268/  10000 (62.68%), best:    6268/10000 (62.68%), error:     10687.93652, best error:     10687.93652 on epoch:    39, epoch:   39/100, mu: 0.9361883402, learning_rate: 0.0001081128, weight_decay: 0.0000638922

epoch time: 1014.1055297852s, input_fired_time: 17.9208030701, output_fired_time: 5.1126747131, propagate_forward_time: 407.9508361816, propagate_backward_time: 570.6528930664, weight_update_time: 0.3566626012, other_time: 12.4683227539
epoch time: 84.6691513062s, input_fired_time: 0.9680572748, output_fired_time: 0.0000000000, propagate_forward_time: 81.7202301025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9808654785
validation[          , genome  5775] predictions:    6313/  10000 (63.13%), best:    6313/10000 (63.13%), error:     10620.65918, best error:     10620.65918 on epoch:    40, epoch:   40/100, mu: 0.9391535521, learning_rate: 0.0001003259, weight_decay: 0.0000603574

epoch time: 1008.6643066406s, input_fired_time: 17.8674678802, output_fired_time: 5.0899434090, propagate_forward_time: 405.6964721680, propagate_backward_time: 567.7676391602, weight_update_time: 0.3522219062, other_time: 12.2427368164
epoch time: 85.2315444946s, input_fired_time: 0.9861075282, output_fired_time: 0.0000000000, propagate_forward_time: 82.2880325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9574050903
validation[          , genome  5775] predictions:    6344/  10000 (63.44%), best:    6344/10000 (63.44%), error:     10584.20605, best error:     10584.20605 on epoch:    41, epoch:   41/100, mu: 0.9419553876, learning_rate: 0.0000930999, weight_decay: 0.0000570181

epoch time: 1012.3827514648s, input_fired_time: 17.8885669708, output_fired_time: 5.1167078018, propagate_forward_time: 405.7487792969, propagate_backward_time: 571.3177490234, weight_update_time: 0.3539294899, other_time: 12.3109741211
epoch time: 85.1573028564s, input_fired_time: 0.9740661383, output_fired_time: 0.0000000000, propagate_forward_time: 82.1987228394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9845123291
validation[          , genome  5775] predictions:    6286/  10000 (62.86%), best:    6344/10000 (63.44%), error:     10721.57031, best error:     10584.20605 on epoch:    41, epoch:   42/100, mu: 0.9446028471, learning_rate: 0.0000863943, weight_decay: 0.0000538636

epoch time: 6865.7924804688s, input_fired_time: 17.9293174744, output_fired_time: 5.1868896484, propagate_forward_time: 405.6236267090, propagate_backward_time: 6424.7304687500, weight_update_time: 0.3516216874, other_time: 12.3222656250
epoch time: 84.5317993164s, input_fired_time: 0.9715221524, output_fired_time: 0.0000000000, propagate_forward_time: 81.6068496704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9534301758
validation[          , genome  5775] predictions:    6191/  10000 (61.91%), best:    6344/10000 (63.44%), error:     10862.76465, best error:     10584.20605 on epoch:    41, epoch:   43/100, mu: 0.9471043944, learning_rate: 0.0000801717, weight_decay: 0.0000508836

epoch time: 1009.3254394531s, input_fired_time: 17.9033145905, output_fired_time: 5.1578564644, propagate_forward_time: 404.1281433105, propagate_backward_time: 569.8496704102, weight_update_time: 0.3520332277, other_time: 12.2864379883
epoch time: 84.2525634766s, input_fired_time: 0.9893735647, output_fired_time: 0.0000000000, propagate_forward_time: 81.3089828491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9542083740
validation[          , genome  5775] predictions:    6363/  10000 (63.63%), best:    6363/10000 (63.63%), error:     10544.77734, best error:     10544.77734 on epoch:    44, epoch:   44/100, mu: 0.9494681358, learning_rate: 0.0000743972, weight_decay: 0.0000480684

epoch time: 1008.1480712891s, input_fired_time: 17.9123992920, output_fired_time: 5.1125860214, propagate_forward_time: 404.4272155762, propagate_backward_time: 568.3830566406, weight_update_time: 0.3562915325, other_time: 12.3127441406
epoch time: 86.2106170654s, input_fired_time: 0.9846222997, output_fired_time: 0.0000000000, propagate_forward_time: 83.2042160034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0217819214
validation[          , genome  5775] predictions:    6350/  10000 (63.50%), best:    6350/10000 (63.50%), error:     10475.85645, best error:     10475.85645 on epoch:    45, epoch:   45/100, mu: 0.9517015815, learning_rate: 0.0000690387, weight_decay: 0.0000454090

epoch time: 2879.5239257812s, input_fired_time: 17.9561195374, output_fired_time: 5.1265568733, propagate_forward_time: 406.2135620117, propagate_backward_time: 2437.8630371094, weight_update_time: 0.3580285907, other_time: 12.3647460938
epoch time: 83.8638687134s, input_fired_time: 0.9693864584, output_fired_time: 0.0000000000, propagate_forward_time: 80.9449157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9495697021
validation[          , genome  5775] predictions:    6308/  10000 (63.08%), best:    6350/10000 (63.50%), error:     10599.44824, best error:     10475.85645 on epoch:    45, epoch:   46/100, mu: 0.9538120031, learning_rate: 0.0000640662, weight_decay: 0.0000428968

epoch time: 1012.1405029297s, input_fired_time: 17.8972091675, output_fired_time: 5.1275010109, propagate_forward_time: 406.1100769043, propagate_backward_time: 570.7020263672, weight_update_time: 0.3554047346, other_time: 12.3037109375
epoch time: 84.6786346436s, input_fired_time: 0.9752168655, output_fired_time: 0.0000000000, propagate_forward_time: 81.7539901733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9494247437
validation[          , genome  5775] predictions:    6382/  10000 (63.82%), best:    6350/10000 (63.50%), error:     10616.54004, best error:     10475.85645 on epoch:    45, epoch:   47/100, mu: 0.9558060765, learning_rate: 0.0000594517, weight_decay: 0.0000405235

epoch time: 1017.2056884766s, input_fired_time: 17.9543743134, output_fired_time: 5.1565432549, propagate_forward_time: 407.3998718262, propagate_backward_time: 574.3022460938, weight_update_time: 0.3564583361, other_time: 12.3927001953
epoch time: 84.1897506714s, input_fired_time: 0.9780548811, output_fired_time: 0.0000000000, propagate_forward_time: 81.2496261597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9620666504
validation[          , genome  5775] predictions:    6406/  10000 (64.06%), best:    6406/10000 (64.06%), error:     10437.02832, best error:     10437.02832 on epoch:    48, epoch:   48/100, mu: 0.9576902986, learning_rate: 0.0000551697, weight_decay: 0.0000382815

epoch time: 1014.4803466797s, input_fired_time: 17.9648685455, output_fired_time: 5.1307058334, propagate_forward_time: 408.1423034668, propagate_backward_time: 570.8880004883, weight_update_time: 0.3585002720, other_time: 12.3545532227
epoch time: 85.3479766846s, input_fired_time: 0.9823470116, output_fired_time: 0.0000000000, propagate_forward_time: 82.3776245117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9880065918
validation[          , genome  5775] predictions:    6402/  10000 (64.02%), best:    6402/10000 (64.02%), error:     10381.25977, best error:     10381.25977 on epoch:    49, epoch:   49/100, mu: 0.9594706893, learning_rate: 0.0000511960, weight_decay: 0.0000361636

epoch time: 1013.1249389648s, input_fired_time: 17.9315834045, output_fired_time: 5.1172146797, propagate_forward_time: 407.1068420410, propagate_backward_time: 570.6988525391, weight_update_time: 0.3539259434, other_time: 12.2705078125
epoch time: 85.3726196289s, input_fired_time: 0.9898709059, output_fired_time: 0.0000000000, propagate_forward_time: 82.3966903687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9860610962
validation[          , genome  5775] predictions:    6442/  10000 (64.42%), best:    6442/10000 (64.42%), error:     10321.46973, best error:     10321.46973 on epoch:    50, epoch:   50/100, mu: 0.9611529708, learning_rate: 0.0000475086, weight_decay: 0.0000341629

epoch time: 1009.1704711914s, input_fired_time: 17.9302330017, output_fired_time: 5.0857000351, propagate_forward_time: 406.9676208496, propagate_backward_time: 566.9440917969, weight_update_time: 0.3541295826, other_time: 12.2427978516
epoch time: 84.5823211670s, input_fired_time: 0.9781013131, output_fired_time: 0.0000000000, propagate_forward_time: 81.6497497559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9544677734
validation[          , genome  5775] predictions:    6335/  10000 (63.35%), best:    6442/10000 (64.42%), error:     10573.81348, best error:     10321.46973 on epoch:    50, epoch:   51/100, mu: 0.9627425671, learning_rate: 0.0000440868, weight_decay: 0.0000322728

epoch time: 1009.8586425781s, input_fired_time: 18.0344543457, output_fired_time: 5.1181888580, propagate_forward_time: 405.4918212891, propagate_backward_time: 568.9878540039, weight_update_time: 0.3529136479, other_time: 12.2263793945
epoch time: 85.8293075562s, input_fired_time: 0.9912069440, output_fired_time: 0.0000000000, propagate_forward_time: 82.8819427490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9561614990
validation[          , genome  5775] predictions:    6394/  10000 (63.94%), best:    6442/10000 (64.42%), error:     10370.65332, best error:     10321.46973 on epoch:    50, epoch:   52/100, mu: 0.9642445445, learning_rate: 0.0000409114, weight_decay: 0.0000304873

epoch time: 7850.3432617188s, input_fired_time: 18.0612812042, output_fired_time: 5.2196969986, propagate_forward_time: 7228.4711914062, propagate_backward_time: 585.9334106445, weight_update_time: 0.3682105839, other_time: 12.6574096680
epoch time: 86.0568618774s, input_fired_time: 0.9960649610, output_fired_time: 0.0000000000, propagate_forward_time: 83.0471954346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0136032104
validation[          , genome  5775] predictions:    6397/  10000 (63.97%), best:    6442/10000 (64.42%), error:     10341.72070, best error:     10321.46973 on epoch:    50, epoch:   53/100, mu: 0.9656637907, learning_rate: 0.0000379647, weight_decay: 0.0000288006

epoch time: 1009.5771484375s, input_fired_time: 17.9718132019, output_fired_time: 5.1268553734, propagate_forward_time: 404.1584167480, propagate_backward_time: 569.9085693359, weight_update_time: 0.3569181263, other_time: 12.4114990234
epoch time: 85.0086135864s, input_fired_time: 0.9929670095, output_fired_time: 0.0000000000, propagate_forward_time: 82.0694808960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9461669922
validation[          , genome  5775] predictions:    6332/  10000 (63.32%), best:    6442/10000 (64.42%), error:     10629.12207, best error:     10321.46973 on epoch:    50, epoch:   54/100, mu: 0.9670048356, learning_rate: 0.0000352303, weight_decay: 0.0000272072

epoch time: 1010.1986694336s, input_fired_time: 17.9348354340, output_fired_time: 5.1298942566, propagate_forward_time: 405.7974853516, propagate_backward_time: 569.1240234375, weight_update_time: 0.3508802056, other_time: 12.2124633789
epoch time: 86.2485885620s, input_fired_time: 1.0075095892, output_fired_time: 0.0000000000, propagate_forward_time: 83.2118759155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0292053223
validation[          , genome  5775] predictions:    6432/  10000 (64.32%), best:    6442/10000 (64.42%), error:     10330.42188, best error:     10321.46973 on epoch:    50, epoch:   55/100, mu: 0.9682719707, learning_rate: 0.0000326928, weight_decay: 0.0000257020

epoch time: 1010.4827880859s, input_fired_time: 17.9697151184, output_fired_time: 5.1247477531, propagate_forward_time: 405.9179382324, propagate_backward_time: 569.1871948242, weight_update_time: 0.3536796272, other_time: 12.2831420898
epoch time: 85.0590972900s, input_fired_time: 0.9981480241, output_fired_time: 0.0000000000, propagate_forward_time: 82.1049804688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9559707642
validation[          , genome  5775] predictions:    6475/  10000 (64.75%), best:    6475/10000 (64.75%), error:     10244.57227, best error:     10244.57227 on epoch:    56, epoch:   56/100, mu: 0.9694692492, learning_rate: 0.0000303381, weight_decay: 0.0000242800

epoch time: 1011.9473876953s, input_fired_time: 18.0038814545, output_fired_time: 5.1242160797, propagate_forward_time: 405.6053771973, propagate_backward_time: 570.8871459961, weight_update_time: 0.4047417939, other_time: 12.3267211914
epoch time: 84.3513336182s, input_fired_time: 0.9867897034, output_fired_time: 0.0000000000, propagate_forward_time: 81.4310455322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9335021973
validation[          , genome  5775] predictions:    6460/  10000 (64.60%), best:    6475/10000 (64.75%), error:     10374.36523, best error:     10244.57227 on epoch:    56, epoch:   57/100, mu: 0.9706005454, learning_rate: 0.0000281529, weight_decay: 0.0000229367

epoch time: 1011.4924926758s, input_fired_time: 18.0045280457, output_fired_time: 5.1254973412, propagate_forward_time: 405.4639587402, propagate_backward_time: 570.7166748047, weight_update_time: 0.3497507572, other_time: 12.1818847656
epoch time: 83.6519088745s, input_fired_time: 0.9837638140, output_fired_time: 0.0000000000, propagate_forward_time: 80.7307586670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9373855591
validation[          , genome  5775] predictions:    6485/  10000 (64.85%), best:    6475/10000 (64.75%), error:     10246.70020, best error:     10244.57227 on epoch:    56, epoch:   58/100, mu: 0.9716695547, learning_rate: 0.0000261252, weight_decay: 0.0000216677

epoch time: 5674.2182617188s, input_fired_time: 18.0504894257, output_fired_time: 5.1282114983, propagate_forward_time: 5064.2514648438, propagate_backward_time: 574.5567016602, weight_update_time: 0.3550088704, other_time: 12.2313842773
epoch time: 84.0953979492s, input_fired_time: 0.9862211347, output_fired_time: 0.0000000000, propagate_forward_time: 81.1627502441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9464263916
validation[          , genome  5775] predictions:    6466/  10000 (64.66%), best:    6475/10000 (64.75%), error:     10292.00879, best error:     10244.57227 on epoch:    56, epoch:   59/100, mu: 0.9726796150, learning_rate: 0.0000242435, weight_decay: 0.0000204690

epoch time: 1009.3010253906s, input_fired_time: 17.9883918762, output_fired_time: 5.1094946861, propagate_forward_time: 404.7820739746, propagate_backward_time: 569.1588745117, weight_update_time: 0.3545205593, other_time: 12.2621459961
epoch time: 84.3891143799s, input_fired_time: 0.9907475114, output_fired_time: 0.0000000000, propagate_forward_time: 81.4121932983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9861755371
validation[          , genome  5775] predictions:    6458/  10000 (64.58%), best:    6475/10000 (64.75%), error:     10316.42676, best error:     10244.57227 on epoch:    56, epoch:   60/100, mu: 0.9736340642, learning_rate: 0.0000224974, weight_decay: 0.0000193365

epoch time: 1010.9757080078s, input_fired_time: 17.9960231781, output_fired_time: 5.0962595940, propagate_forward_time: 406.4166259766, propagate_backward_time: 569.1865844727, weight_update_time: 0.3567072153, other_time: 12.2802124023
epoch time: 84.3864669800s, input_fired_time: 0.9849314690, output_fired_time: 0.0000000000, propagate_forward_time: 81.4568862915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9446487427
validation[          , genome  5775] predictions:    6424/  10000 (64.24%), best:    6475/10000 (64.75%), error:     10334.72754, best error:     10244.57227 on epoch:    56, epoch:   61/100, mu: 0.9745358825, learning_rate: 0.0000208770, weight_decay: 0.0000182667

epoch time: 1012.7951049805s, input_fired_time: 18.0320510864, output_fired_time: 5.1494398117, propagate_forward_time: 405.8397521973, propagate_backward_time: 571.4020385742, weight_update_time: 0.3548143506, other_time: 12.3718872070
epoch time: 84.0237197876s, input_fired_time: 0.9833586812, output_fired_time: 0.0000000000, propagate_forward_time: 81.1029968262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9373626709
validation[          , genome  5775] predictions:    6463/  10000 (64.63%), best:    6463/10000 (64.63%), error:     10204.33008, best error:     10204.33008 on epoch:    62, epoch:   62/100, mu: 0.9753879905, learning_rate: 0.0000193733, weight_decay: 0.0000172561

epoch time: 1012.0004272461s, input_fired_time: 18.0318489075, output_fired_time: 5.1444921494, propagate_forward_time: 405.9410095215, propagate_backward_time: 570.6604003906, weight_update_time: 0.3519612551, other_time: 12.2226562500
epoch time: 84.2066268921s, input_fired_time: 0.9950392842, output_fired_time: 0.0000000000, propagate_forward_time: 81.2686157227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9429702759
validation[          , genome  5775] predictions:    6496/  10000 (64.96%), best:    6496/10000 (64.96%), error:     10179.72168, best error:     10179.72168 on epoch:    63, epoch:   63/100, mu: 0.9761931896, learning_rate: 0.0000179779, weight_decay: 0.0000163014

epoch time: 1366.3994140625s, input_fired_time: 18.1829586029, output_fired_time: 5.2130603790, propagate_forward_time: 416.5340576172, propagate_backward_time: 914.0651855469, weight_update_time: 0.3597351313, other_time: 12.4041748047
epoch time: 84.3939819336s, input_fired_time: 0.9926526546, output_fired_time: 0.0000000000, propagate_forward_time: 81.4480514526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9532775879
validation[          , genome  5775] predictions:    6448/  10000 (64.48%), best:    6496/10000 (64.96%), error:     10367.20312, best error:     10179.72168 on epoch:    63, epoch:   64/100, mu: 0.9769539833, learning_rate: 0.0000166830, weight_decay: 0.0000153995

epoch time: 1860.9071044922s, input_fired_time: 18.0033130646, output_fired_time: 5.1234107018, propagate_forward_time: 406.0923156738, propagate_backward_time: 1419.4979248047, weight_update_time: 0.3508034945, other_time: 12.1901855469
epoch time: 84.0151824951s, input_fired_time: 0.9921405315, output_fired_time: 0.0000000000, propagate_forward_time: 81.0822830200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9407577515
validation[          , genome  5775] predictions:    6390/  10000 (63.90%), best:    6496/10000 (64.96%), error:     10473.50391, best error:     10179.72168 on epoch:    63, epoch:   65/100, mu: 0.9776728749, learning_rate: 0.0000154814, weight_decay: 0.0000145476

epoch time: 1014.4143066406s, input_fired_time: 18.0579910278, output_fired_time: 5.1368265152, propagate_forward_time: 406.8360290527, propagate_backward_time: 572.1372070312, weight_update_time: 0.3543420732, other_time: 12.2462158203
epoch time: 85.6236877441s, input_fired_time: 1.0043575764, output_fired_time: 0.0000000000, propagate_forward_time: 82.6692047119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9501266479
validation[          , genome  5775] predictions:    6528/  10000 (65.28%), best:    6496/10000 (64.96%), error:     10224.08984, best error:     10179.72168 on epoch:    63, epoch:   66/100, mu: 0.9783521295, learning_rate: 0.0000143664, weight_decay: 0.0000137427

epoch time: 1010.4600219727s, input_fired_time: 18.0079116821, output_fired_time: 5.1227803230, propagate_forward_time: 405.6635742188, propagate_backward_time: 569.4456787109, weight_update_time: 0.3520284891, other_time: 12.2200317383
epoch time: 84.1349716187s, input_fired_time: 0.9980307817, output_fired_time: 0.0000000000, propagate_forward_time: 81.2024383545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9345016479
validation[          , genome  5775] predictions:    6514/  10000 (65.14%), best:    6514/10000 (65.14%), error:     10139.31738, best error:     10139.31738 on epoch:    67, epoch:   67/100, mu: 0.9789939523, learning_rate: 0.0000133316, weight_decay: 0.0000129824

epoch time: 1011.4689941406s, input_fired_time: 17.9790267944, output_fired_time: 5.1262736320, propagate_forward_time: 404.2020874023, propagate_backward_time: 571.8290405273, weight_update_time: 0.3583696187, other_time: 12.3325805664
epoch time: 84.9451293945s, input_fired_time: 1.0004668236, output_fired_time: 0.0000000000, propagate_forward_time: 81.9831542969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9615097046
validation[          , genome  5775] predictions:    6527/  10000 (65.27%), best:    6514/10000 (65.14%), error:     10233.92090, best error:     10139.31738 on epoch:    67, epoch:   68/100, mu: 0.9796004295, learning_rate: 0.0000123714, weight_decay: 0.0000122642

epoch time: 1012.1866455078s, input_fired_time: 18.0743274689, output_fired_time: 5.1353473663, propagate_forward_time: 407.0467224121, propagate_backward_time: 569.6673583984, weight_update_time: 0.3560454547, other_time: 12.2628173828
epoch time: 84.7170562744s, input_fired_time: 1.0054994822, output_fired_time: 0.0000000000, propagate_forward_time: 81.7419204712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9696350098
validation[          , genome  5775] predictions:    6525/  10000 (65.25%), best:    6525/10000 (65.25%), error:     10128.18945, best error:     10128.18945 on epoch:    69, epoch:   69/100, mu: 0.9801734686, learning_rate: 0.0000114803, weight_decay: 0.0000115856

epoch time: 1264.7272949219s, input_fired_time: 18.1194267273, output_fired_time: 5.1961588860, propagate_forward_time: 415.3443298340, propagate_backward_time: 813.6766357422, weight_update_time: 0.3566767275, other_time: 12.3907470703
epoch time: 84.2079086304s, input_fired_time: 1.0013222694, output_fired_time: 0.0000000000, propagate_forward_time: 81.2711257935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9354629517
validation[          , genome  5775] predictions:    6537/  10000 (65.37%), best:    6537/10000 (65.37%), error:     10074.23242, best error:     10074.23242 on epoch:    70, epoch:   70/100, mu: 0.9807149768, learning_rate: 0.0000106535, weight_decay: 0.0000109447

epoch time: 1015.7296752930s, input_fired_time: 18.1067581177, output_fired_time: 5.1685695648, propagate_forward_time: 409.1047363281, propagate_backward_time: 570.9808349609, weight_update_time: 0.3548290431, other_time: 12.3687744141
epoch time: 84.1776962280s, input_fired_time: 0.9942710996, output_fired_time: 0.0000000000, propagate_forward_time: 81.2358627319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9475631714
validation[          , genome  5775] predictions:    6525/  10000 (65.25%), best:    6537/10000 (65.37%), error:     10135.40039, best error:     10074.23242 on epoch:    70, epoch:   71/100, mu: 0.9812266231, learning_rate: 0.0000098861, weight_decay: 0.0000103392

epoch time: 1015.5854492188s, input_fired_time: 18.0653476715, output_fired_time: 5.1477975845, propagate_forward_time: 407.8935852051, propagate_backward_time: 572.2216186523, weight_update_time: 0.3541458845, other_time: 12.2570190430
epoch time: 84.2100296021s, input_fired_time: 0.9932818413, output_fired_time: 0.0000000000, propagate_forward_time: 81.2781372070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9386138916
validation[          , genome  5775] predictions:    6508/  10000 (65.08%), best:    6537/10000 (65.37%), error:     10131.95801, best error:     10074.23242 on epoch:    70, epoch:   72/100, mu: 0.9817100763, learning_rate: 0.0000091741, weight_decay: 0.0000097671

epoch time: 1010.9697265625s, input_fired_time: 18.0393714905, output_fired_time: 5.1557097435, propagate_forward_time: 405.0271911621, propagate_backward_time: 570.4832153320, weight_update_time: 0.3570134342, other_time: 12.2642211914
epoch time: 84.5028610229s, input_fired_time: 1.0005033016, output_fired_time: 0.0000000000, propagate_forward_time: 81.5624160767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9399414062
validation[          , genome  5775] predictions:    6521/  10000 (65.21%), best:    6537/10000 (65.37%), error:     10152.71094, best error:     10074.23242 on epoch:    70, epoch:   73/100, mu: 0.9821668863, learning_rate: 0.0000085133, weight_decay: 0.0000092268

epoch time: 1009.9917602539s, input_fired_time: 18.0470981598, output_fired_time: 5.1328544617, propagate_forward_time: 404.7738647461, propagate_backward_time: 569.8408813477, weight_update_time: 0.3531265855, other_time: 12.1970214844
epoch time: 84.9577941895s, input_fired_time: 1.0038187504, output_fired_time: 0.0000000000, propagate_forward_time: 82.0028991699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9510726929
validation[          , genome  5775] predictions:    6564/  10000 (65.64%), best:    6537/10000 (65.37%), error:     10081.14844, best error:     10074.23242 on epoch:    70, epoch:   74/100, mu: 0.9825985432, learning_rate: 0.0000079001, weight_decay: 0.0000087163

epoch time: 1008.6714477539s, input_fired_time: 18.0344238281, output_fired_time: 5.1052622795, propagate_forward_time: 404.0528869629, propagate_backward_time: 569.3095703125, weight_update_time: 0.3501361012, other_time: 12.1693115234
epoch time: 85.8287963867s, input_fired_time: 1.0060869455, output_fired_time: 0.0000000000, propagate_forward_time: 82.8537216187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9689865112
validation[          , genome  5775] predictions:    6494/  10000 (64.94%), best:    6537/10000 (65.37%), error:     10173.94336, best error:     10074.23242 on epoch:    70, epoch:   75/100, mu: 0.9830064178, learning_rate: 0.0000073311, weight_decay: 0.0000082341

epoch time: 1011.5936889648s, input_fired_time: 18.0909614563, output_fired_time: 5.1479153633, propagate_forward_time: 406.1141662598, propagate_backward_time: 570.0041503906, weight_update_time: 0.3501824737, other_time: 12.2365722656
epoch time: 84.1728134155s, input_fired_time: 1.0003310442, output_fired_time: 0.0000000000, propagate_forward_time: 81.2179946899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9544906616
validation[          , genome  5775] predictions:    6509/  10000 (65.09%), best:    6537/10000 (65.37%), error:     10090.53418, best error:     10074.23242 on epoch:    70, epoch:   76/100, mu: 0.9833918214, learning_rate: 0.0000068031, weight_decay: 0.0000077785

epoch time: 1012.4350585938s, input_fired_time: 18.1896572113, output_fired_time: 5.1163916588, propagate_forward_time: 406.6828002930, propagate_backward_time: 570.2473144531, weight_update_time: 0.3526104391, other_time: 12.1989135742
epoch time: 84.8939819336s, input_fired_time: 1.0000467300, output_fired_time: 0.0000000000, propagate_forward_time: 81.9257888794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9681472778
validation[          , genome  5775] predictions:    6528/  10000 (65.28%), best:    6537/10000 (65.37%), error:     10095.21094, best error:     10074.23242 on epoch:    70, epoch:   77/100, mu: 0.9837559462, learning_rate: 0.0000063131, weight_decay: 0.0000073482

epoch time: 1011.8023681641s, input_fired_time: 18.0899295807, output_fired_time: 5.1461281776, propagate_forward_time: 406.3818054199, propagate_backward_time: 569.8836669922, weight_update_time: 0.3537042141, other_time: 12.3009033203
epoch time: 85.4865188599s, input_fired_time: 1.0078864098, output_fired_time: 0.0000000000, propagate_forward_time: 82.5296936035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9489364624
validation[          , genome  5775] predictions:    6557/  10000 (65.57%), best:    6537/10000 (65.37%), error:     10085.10059, best error:     10074.23242 on epoch:    70, epoch:   78/100, mu: 0.9841000438, learning_rate: 0.0000058584, weight_decay: 0.0000069416

epoch time: 1013.2804565430s, input_fired_time: 18.1047439575, output_fired_time: 5.1517605782, propagate_forward_time: 407.2312011719, propagate_backward_time: 570.4138183594, weight_update_time: 0.3552249372, other_time: 12.3789672852
epoch time: 83.8940658569s, input_fired_time: 1.0159437656, output_fired_time: 0.0000000000, propagate_forward_time: 80.9055786133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9725418091
validation[          , genome  5775] predictions:    6535/  10000 (65.35%), best:    6537/10000 (65.37%), error:     10083.53027, best error:     10074.23242 on epoch:    70, epoch:   79/100, mu: 0.9844251275, learning_rate: 0.0000054364, weight_decay: 0.0000065576

epoch time: 1011.7932128906s, input_fired_time: 18.0957584381, output_fired_time: 5.1039409637, propagate_forward_time: 405.9244079590, propagate_backward_time: 570.4942016602, weight_update_time: 0.3500501215, other_time: 12.1748657227
epoch time: 85.8382720947s, input_fired_time: 1.0092977285, output_fired_time: 0.0000000000, propagate_forward_time: 82.8564071655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9725646973
validation[          , genome  5775] predictions:    6530/  10000 (65.30%), best:    6537/10000 (65.37%), error:     10096.92578, best error:     10074.23242 on epoch:    70, epoch:   80/100, mu: 0.9847323298, learning_rate: 0.0000050449, weight_decay: 0.0000061948

epoch time: 1011.5800170898s, input_fired_time: 18.0387573242, output_fired_time: 5.0942735672, propagate_forward_time: 405.2792968750, propagate_backward_time: 570.8676147461, weight_update_time: 0.3559317291, other_time: 12.3000488281
epoch time: 84.4793853760s, input_fired_time: 1.0091481209, output_fired_time: 0.0000000000, propagate_forward_time: 81.4918594360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9783782959
validation[          , genome  5775] predictions:    6509/  10000 (65.09%), best:    6509/10000 (65.09%), error:     10070.37500, best error:     10070.37500 on epoch:    81, epoch:   81/100, mu: 0.9850226045, learning_rate: 0.0000046815, weight_decay: 0.0000058521

epoch time: 1012.8720092773s, input_fired_time: 18.0958347321, output_fired_time: 5.1514964104, propagate_forward_time: 406.8262023926, propagate_backward_time: 570.4947509766, weight_update_time: 0.3531155884, other_time: 12.3037109375
epoch time: 84.0933456421s, input_fired_time: 1.0033626556, output_fired_time: 0.0000000000, propagate_forward_time: 81.1396942139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9502868652
validation[          , genome  5775] predictions:    6551/  10000 (65.51%), best:    6509/10000 (65.09%), error:     10073.97559, best error:     10070.37500 on epoch:    81, epoch:   82/100, mu: 0.9852969050, learning_rate: 0.0000043443, weight_decay: 0.0000055283

epoch time: 1012.4703979492s, input_fired_time: 18.1094989777, output_fired_time: 5.1465759277, propagate_forward_time: 405.5852661133, propagate_backward_time: 571.2874755859, weight_update_time: 0.3554220498, other_time: 12.3416137695
epoch time: 86.0235519409s, input_fired_time: 1.0168401003, output_fired_time: 0.0000000000, propagate_forward_time: 83.0200729370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9866409302
validation[          , genome  5775] predictions:    6569/  10000 (65.69%), best:    6509/10000 (65.09%), error:     10089.29688, best error:     10070.37500 on epoch:    81, epoch:   83/100, mu: 0.9855560660, learning_rate: 0.0000040314, weight_decay: 0.0000052224

epoch time: 1010.7382202148s, input_fired_time: 18.1264076233, output_fired_time: 5.1213779449, propagate_forward_time: 405.6531677246, propagate_backward_time: 569.6504516602, weight_update_time: 0.3508429527, other_time: 12.1868286133
epoch time: 84.6036071777s, input_fired_time: 1.0026563406, output_fired_time: 0.0000000000, propagate_forward_time: 81.6276473999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9733047485
validation[          , genome  5775] predictions:    6514/  10000 (65.14%), best:    6509/10000 (65.09%), error:     10111.13086, best error:     10070.37500 on epoch:    81, epoch:   84/100, mu: 0.9858009219, learning_rate: 0.0000037410, weight_decay: 0.0000049335

epoch time: 1007.9642333984s, input_fired_time: 18.0406570435, output_fired_time: 5.1079125404, propagate_forward_time: 404.0476379395, propagate_backward_time: 568.5919799805, weight_update_time: 0.3514873087, other_time: 12.1760864258
epoch time: 85.0459442139s, input_fired_time: 1.0112018585, output_fired_time: 0.0000000000, propagate_forward_time: 82.0874786377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9472656250
validation[          , genome  5775] predictions:    6551/  10000 (65.51%), best:    6509/10000 (65.09%), error:     10086.52344, best error:     10070.37500 on epoch:    81, epoch:   85/100, mu: 0.9860323071, learning_rate: 0.0000034716, weight_decay: 0.0000046606

epoch time: 1013.4144287109s, input_fired_time: 18.1169452667, output_fired_time: 5.1392388344, propagate_forward_time: 406.0856323242, propagate_backward_time: 571.7330932617, weight_update_time: 0.3562787175, other_time: 12.3395385742
epoch time: 84.2956008911s, input_fired_time: 1.0071887970, output_fired_time: 0.0000000000, propagate_forward_time: 81.3329391479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9554748535
validation[          , genome  5775] predictions:    6564/  10000 (65.64%), best:    6564/10000 (65.64%), error:     10046.11719, best error:     10046.11719 on epoch:    86, epoch:   86/100, mu: 0.9862509370, learning_rate: 0.0000032216, weight_decay: 0.0000044027

epoch time: 1012.0942993164s, input_fired_time: 18.0991134644, output_fired_time: 5.1214480400, propagate_forward_time: 406.0083923340, propagate_backward_time: 570.5407104492, weight_update_time: 0.3541385531, other_time: 12.3246459961
epoch time: 84.3732910156s, input_fired_time: 1.0072362423, output_fired_time: 0.0000000000, propagate_forward_time: 81.4214935303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9445648193
validation[          , genome  5775] predictions:    6583/  10000 (65.83%), best:    6583/10000 (65.83%), error:     10024.97656, best error:     10024.97656 on epoch:    87, epoch:   87/100, mu: 0.9864575267, learning_rate: 0.0000029895, weight_decay: 0.0000041591

epoch time: 1013.6627197266s, input_fired_time: 18.1381511688, output_fired_time: 5.1373219490, propagate_forward_time: 407.5288696289, propagate_backward_time: 570.4527587891, weight_update_time: 0.3584998250, other_time: 12.4056396484
epoch time: 83.7951812744s, input_fired_time: 1.0039337873, output_fired_time: 0.0000000000, propagate_forward_time: 80.8562316895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9350128174
validation[          , genome  5775] predictions:    6555/  10000 (65.55%), best:    6583/10000 (65.83%), error:     10036.90527, best error:     10024.97656 on epoch:    87, epoch:   88/100, mu: 0.9866527319, learning_rate: 0.0000027742, weight_decay: 0.0000039290

epoch time: 1011.4402465820s, input_fired_time: 18.0973892212, output_fired_time: 5.1239719391, propagate_forward_time: 405.5409851074, propagate_backward_time: 570.3131713867, weight_update_time: 0.3550224006, other_time: 12.3646850586
epoch time: 84.7383880615s, input_fired_time: 1.0094225407, output_fired_time: 0.0000000000, propagate_forward_time: 81.7743453979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9546203613
validation[          , genome  5775] predictions:    6540/  10000 (65.40%), best:    6583/10000 (65.83%), error:     10076.56250, best error:     10024.97656 on epoch:    87, epoch:   89/100, mu: 0.9868372083, learning_rate: 0.0000025744, weight_decay: 0.0000037117

epoch time: 1012.7355346680s, input_fired_time: 18.0965671539, output_fired_time: 5.1294627190, propagate_forward_time: 405.4577941895, propagate_backward_time: 571.8107299805, weight_update_time: 0.3515321910, other_time: 12.2410278320
epoch time: 84.7182693481s, input_fired_time: 1.0070724487, output_fired_time: 0.0000000000, propagate_forward_time: 81.7499084473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9612884521
validation[          , genome  5775] predictions:    6526/  10000 (65.26%), best:    6583/10000 (65.83%), error:     10084.83691, best error:     10024.97656 on epoch:    87, epoch:   90/100, mu: 0.9870114923, learning_rate: 0.0000023890, weight_decay: 0.0000035063

epoch time: 1011.6293334961s, input_fired_time: 18.1425533295, output_fired_time: 5.1357436180, propagate_forward_time: 406.0320129395, propagate_backward_time: 570.0499877930, weight_update_time: 0.3520730436, other_time: 12.2689819336
epoch time: 84.6904983521s, input_fired_time: 1.0125126839, output_fired_time: 0.0000000000, propagate_forward_time: 81.7191543579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9588317871
validation[          , genome  5775] predictions:    6567/  10000 (65.67%), best:    6567/10000 (65.67%), error:     10012.08496, best error:     10012.08496 on epoch:    91, epoch:   91/100, mu: 0.9871761799, learning_rate: 0.0000022169, weight_decay: 0.0000033123

epoch time: 1012.3121337891s, input_fired_time: 18.0924053192, output_fired_time: 5.1113858223, propagate_forward_time: 406.2102355957, propagate_backward_time: 570.6069946289, weight_update_time: 0.3508472741, other_time: 12.2910766602
epoch time: 83.7089157104s, input_fired_time: 1.0025947094, output_fired_time: 0.0000000000, propagate_forward_time: 80.7618331909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9444885254
validation[          , genome  5775] predictions:    6573/  10000 (65.73%), best:    6573/10000 (65.73%), error:      9979.91309, best error:      9979.91309 on epoch:    92, epoch:   92/100, mu: 0.9873318076, learning_rate: 0.0000020572, weight_decay: 0.0000031291

epoch time: 1008.4983520508s, input_fired_time: 18.0854854584, output_fired_time: 5.1113224030, propagate_forward_time: 404.4483642578, propagate_backward_time: 568.7113647461, weight_update_time: 0.3500100374, other_time: 12.1417846680
epoch time: 84.5535659790s, input_fired_time: 1.0190876722, output_fired_time: 0.0000000000, propagate_forward_time: 81.5589904785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9754867554
validation[          , genome  5775] predictions:    6571/  10000 (65.71%), best:    6573/10000 (65.73%), error:      9989.11523, best error:      9979.91309 on epoch:    92, epoch:   93/100, mu: 0.9874788523, learning_rate: 0.0000019090, weight_decay: 0.0000029560

epoch time: 1015.2237548828s, input_fired_time: 18.1302413940, output_fired_time: 5.1615543365, propagate_forward_time: 407.1490783691, propagate_backward_time: 572.4755249023, weight_update_time: 0.3531708121, other_time: 12.3073120117
epoch time: 85.1767120361s, input_fired_time: 1.0099503994, output_fired_time: 0.0000000000, propagate_forward_time: 82.1999435425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9668197632
validation[          , genome  5775] predictions:    6583/  10000 (65.83%), best:    6573/10000 (65.73%), error:      9987.49707, best error:      9979.91309 on epoch:    92, epoch:   94/100, mu: 0.9876177907, learning_rate: 0.0000017715, weight_decay: 0.0000027924

epoch time: 1008.7257690430s, input_fired_time: 18.0455627441, output_fired_time: 5.0995383263, propagate_forward_time: 403.8516845703, propagate_backward_time: 569.4473876953, weight_update_time: 0.3560507298, other_time: 12.2815551758
epoch time: 84.1676254272s, input_fired_time: 1.0072993040, output_fired_time: 0.0000000000, propagate_forward_time: 81.1935043335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9668197632
validation[          , genome  5775] predictions:    6566/  10000 (65.66%), best:    6573/10000 (65.73%), error:     10005.85254, best error:      9979.91309 on epoch:    92, epoch:   95/100, mu: 0.9877490401, learning_rate: 0.0000016439, weight_decay: 0.0000026379

epoch time: 1009.6650390625s, input_fired_time: 18.1073684692, output_fired_time: 5.1046891212, propagate_forward_time: 405.9636535645, propagate_backward_time: 568.2342529297, weight_update_time: 0.3539853990, other_time: 12.2551269531
epoch time: 84.8056640625s, input_fired_time: 1.0179278851, output_fired_time: 0.0000000000, propagate_forward_time: 81.8118667603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9758682251
validation[          , genome  5775] predictions:    6568/  10000 (65.68%), best:    6573/10000 (65.73%), error:     10025.66113, best error:      9979.91309 on epoch:    92, epoch:   96/100, mu: 0.9878730774, learning_rate: 0.0000015255, weight_decay: 0.0000024920

epoch time: 1011.8209228516s, input_fired_time: 18.0882701874, output_fired_time: 5.1253986359, propagate_forward_time: 405.6496276855, propagate_backward_time: 570.6644897461, weight_update_time: 0.3545415103, other_time: 12.2931518555
epoch time: 84.6964721680s, input_fired_time: 1.0067971945, output_fired_time: 0.0000000000, propagate_forward_time: 81.7477874756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9418869019
validation[          , genome  5775] predictions:    6575/  10000 (65.75%), best:    6573/10000 (65.73%), error:     10011.77441, best error:      9979.91309 on epoch:    92, epoch:   97/100, mu: 0.9879902601, learning_rate: 0.0000014157, weight_decay: 0.0000023541

epoch time: 1009.6436767578s, input_fired_time: 18.1305961609, output_fired_time: 5.1285705566, propagate_forward_time: 405.1629028320, propagate_backward_time: 569.0637817383, weight_update_time: 0.3495045602, other_time: 12.1578369141
epoch time: 85.1127395630s, input_fired_time: 1.0168642998, output_fired_time: 0.0000000000, propagate_forward_time: 82.1396560669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9562225342
validation[          , genome  5775] predictions:    6585/  10000 (65.85%), best:    6573/10000 (65.73%), error:      9987.13184, best error:      9979.91309 on epoch:    92, epoch:   98/100, mu: 0.9881010056, learning_rate: 0.0000013137, weight_decay: 0.0000022239

epoch time: 1012.2415161133s, input_fired_time: 18.1462726593, output_fired_time: 5.1426310539, propagate_forward_time: 407.0005187988, propagate_backward_time: 569.5556640625, weight_update_time: 0.3579393923, other_time: 12.3963623047
epoch time: 84.2201232910s, input_fired_time: 1.0112285614, output_fired_time: 0.0000000000, propagate_forward_time: 81.2482223511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9606704712
validation[          , genome  5775] predictions:    6582/  10000 (65.82%), best:    6582/10000 (65.82%), error:      9975.16016, best error:      9975.16016 on epoch:    99, epoch:   99/100, mu: 0.9882056713, learning_rate: 0.0000012191, weight_decay: 0.0000021008

epoch time: 1018.1519775391s, input_fired_time: 18.1605548859, output_fired_time: 5.1458077431, propagate_forward_time: 410.9146423340, propagate_backward_time: 571.7555541992, weight_update_time: 0.3520037532, other_time: 12.1753540039
epoch time: 84.7014770508s, input_fired_time: 1.0208168030, output_fired_time: 0.0000000000, propagate_forward_time: 81.7094268799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9712371826
validation[          , genome  5775] predictions:    6589/  10000 (65.89%), best:    6589/10000 (65.89%), error:      9956.33496, best error:      9956.33496 on epoch:   100, epoch:  100/100, mu: 0.9883045554, learning_rate: 0.0000011313, weight_decay: 0.0000019846

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 420.6074523926s, input_fired_time: 5.0842442513, output_fired_time: 0.0000000000, propagate_forward_time: 405.6661071777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.8570861816
best training[          , genome  5775] predictions:   36428/  50000 (72.86%), best:    6589/10000 (65.89%), error:     42043.81641, best error:      9956.33496 on epoch:   100, epoch:  101/100, mu: 0.9883979559, learning_rate: 0.0000010498, weight_decay: 0.0000018748
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 83.9488067627s, input_fired_time: 1.0060635805, output_fired_time: 0.0000000000, propagate_forward_time: 80.9851226807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9576187134
   testing[          , genome  5775] predictions:    6589/  10000 (65.89%), best:    6589/10000 (65.89%), error:      9956.33496, best error:      9956.33496 on epoch:   100, epoch:  101/100, mu: 0.9883979559, learning_rate: 0.0000010498, weight_decay: 0.0000018748
backpropagation finished successfully!
18:41:09 (11452): called boinc_finish(0)

</stderr_txt>
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