Nameexact_genome_1512185335_40_9076_1
Workunit2563798
Created5 Dec 2017, 15:29:19 UTC
Sent5 Dec 2017, 15:37:43 UTC
Report deadline3 Jan 2018, 12:34:18 UTC
Received7 Dec 2017, 20:49:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time16 hours 7 min
CPU time16 hours 0 min 42 sec
Validate stateValid
Credit7,218.16
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size166.26 MB
Peak swap size164.77 MB
Peak disk usage4.36 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 516.6946411133s, input_fired_time: 5.3153738976, output_fired_time: 5.4197654724, propagate_forward_time: 193.3546447754, propagate_backward_time: 306.3886718750, weight_update_time: 0.4890083075, other_time: 6.2161865234
epoch time: 40.8757553101s, input_fired_time: 0.6674358845, output_fired_time: 0.0000000000, propagate_forward_time: 39.1023750305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1059455872
validation[          , genome  9076] predictions:    9823/  10000 (98.23%), best:    9807/10000 (98.07%), error:       595.70178, best error:       583.46204 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 519.9387817383s, input_fired_time: 5.3426117897, output_fired_time: 5.4695644379, propagate_forward_time: 193.6063079834, propagate_backward_time: 309.2316284180, weight_update_time: 0.4941639900, other_time: 6.2886962891
epoch time: 38.1758079529s, input_fired_time: 0.6229083538, output_fired_time: 0.0000000000, propagate_forward_time: 36.4881362915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0647621155
validation[          , genome  9076] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       635.00244, best error:       583.46204 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 519.8408203125s, input_fired_time: 5.3236227036, output_fired_time: 5.4519896507, propagate_forward_time: 193.6945343018, propagate_backward_time: 309.1028137207, weight_update_time: 0.4956836700, other_time: 6.2678527832
epoch time: 39.8983421326s, input_fired_time: 0.6466261744, output_fired_time: 0.0000000000, propagate_forward_time: 38.1582717896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0934448242
validation[          , genome  9076] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       660.76868, best error:       583.46204 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 520.5817871094s, input_fired_time: 5.3193674088, output_fired_time: 5.4356384277, propagate_forward_time: 193.4458618164, propagate_backward_time: 310.1013183594, weight_update_time: 0.4994847775, other_time: 6.2795715332
epoch time: 40.5426864624s, input_fired_time: 0.6566145420, output_fired_time: 0.0000000000, propagate_forward_time: 38.7797279358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1063423157
validation[          , genome  9076] predictions:    9811/  10000 (98.11%), best:    9807/10000 (98.07%), error:       595.93817, best error:       583.46204 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 519.0462036133s, input_fired_time: 5.3094387054, output_fired_time: 5.4022555351, propagate_forward_time: 193.3965759277, propagate_backward_time: 308.6662292480, weight_update_time: 0.5046508908, other_time: 6.2716979980
epoch time: 38.6689987183s, input_fired_time: 0.6367820501, output_fired_time: 0.0000000000, propagate_forward_time: 36.9406394958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0915756226
validation[          , genome  9076] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       551.40363, best error:       551.40363 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 522.5761108398s, input_fired_time: 5.3313302994, output_fired_time: 5.4355134964, propagate_forward_time: 194.6259307861, propagate_backward_time: 310.9180908203, weight_update_time: 0.5123884082, other_time: 6.2651977539
epoch time: 40.4567451477s, input_fired_time: 0.6565006375, output_fired_time: 0.0000000000, propagate_forward_time: 38.6969833374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1032600403
validation[          , genome  9076] predictions:    9830/  10000 (98.30%), best:    9822/10000 (98.22%), error:       611.05127, best error:       551.40363 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 523.7521972656s, input_fired_time: 5.3403024673, output_fired_time: 5.4745435715, propagate_forward_time: 194.8692779541, propagate_backward_time: 311.7850036621, weight_update_time: 0.5225951672, other_time: 6.2830505371
epoch time: 40.0567283630s, input_fired_time: 0.6471977830, output_fired_time: 0.0000000000, propagate_forward_time: 38.3228836060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0866470337
validation[          , genome  9076] predictions:    9785/  10000 (97.85%), best:    9822/10000 (98.22%), error:       715.05328, best error:       551.40363 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 523.6958007813s, input_fired_time: 5.3550205231, output_fired_time: 5.4526152611, propagate_forward_time: 195.3805541992, propagate_backward_time: 311.1893310547, weight_update_time: 0.5420802832, other_time: 6.3182373047
epoch time: 40.1637420654s, input_fired_time: 0.6550903320, output_fired_time: 0.0000000000, propagate_forward_time: 38.4273262024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0813255310
validation[          , genome  9076] predictions:    9776/  10000 (97.76%), best:    9822/10000 (98.22%), error:       725.14197, best error:       551.40363 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 524.9979858398s, input_fired_time: 5.3700761795, output_fired_time: 5.4445252419, propagate_forward_time: 195.5110626221, propagate_backward_time: 312.3472900391, weight_update_time: 0.5446785092, other_time: 6.3250732422
epoch time: 40.4635925293s, input_fired_time: 0.6565726399, output_fired_time: 0.0000000000, propagate_forward_time: 38.7049407959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1020774841
validation[          , genome  9076] predictions:    9823/  10000 (98.23%), best:    9822/10000 (98.22%), error:       577.05927, best error:       551.40363 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 525.1345214844s, input_fired_time: 5.3672761917, output_fired_time: 5.4657945633, propagate_forward_time: 195.9097900391, propagate_backward_time: 312.0509033203, weight_update_time: 0.5613943338, other_time: 6.3407592773
epoch time: 41.4855041504s, input_fired_time: 0.6700622439, output_fired_time: 0.0000000000, propagate_forward_time: 39.6965637207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1188774109
validation[          , genome  9076] predictions:    9831/  10000 (98.31%), best:    9822/10000 (98.22%), error:       594.00470, best error:       551.40363 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 526.5361328125s, input_fired_time: 5.3668284416, output_fired_time: 5.4599113464, propagate_forward_time: 195.9776306152, propagate_backward_time: 313.3759155273, weight_update_time: 0.5762637854, other_time: 6.3558654785
epoch time: 41.0178260803s, input_fired_time: 0.6664214134, output_fired_time: 0.0000000000, propagate_forward_time: 39.2429580688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1084480286
validation[          , genome  9076] predictions:    9782/  10000 (97.82%), best:    9822/10000 (98.22%), error:       735.54242, best error:       551.40363 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 525.0505981445s, input_fired_time: 5.3726387024, output_fired_time: 5.4645180702, propagate_forward_time: 194.9202423096, propagate_backward_time: 312.9311523438, weight_update_time: 0.5932931900, other_time: 6.3620605469
epoch time: 40.3218269348s, input_fired_time: 0.6574565172, output_fired_time: 0.0000000000, propagate_forward_time: 38.5619468689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1024246216
validation[          , genome  9076] predictions:    9810/  10000 (98.10%), best:    9822/10000 (98.22%), error:       579.29089, best error:       551.40363 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 528.3656616211s, input_fired_time: 5.3787145615, output_fired_time: 5.5019168854, propagate_forward_time: 196.3701324463, propagate_backward_time: 314.6815185547, weight_update_time: 0.6171264052, other_time: 6.4334106445
epoch time: 40.9730606079s, input_fired_time: 0.6686059833, output_fired_time: 0.0000000000, propagate_forward_time: 39.1962852478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1081695557
validation[          , genome  9076] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       545.17053, best error:       545.17053 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 526.3186035156s, input_fired_time: 5.3697333336, output_fired_time: 5.4835190773, propagate_forward_time: 195.4136352539, propagate_backward_time: 313.6242675781, weight_update_time: 0.6309707165, other_time: 6.4274291992
epoch time: 40.5690803528s, input_fired_time: 0.6613411903, output_fired_time: 0.0000000000, propagate_forward_time: 38.7987480164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1089897156
validation[          , genome  9076] predictions:    9808/  10000 (98.08%), best:    9846/10000 (98.46%), error:       597.32483, best error:       545.17053 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 527.1062622070s, input_fired_time: 5.3765087128, output_fired_time: 5.4846844673, propagate_forward_time: 195.7677307129, propagate_backward_time: 314.0530395508, weight_update_time: 0.6440300345, other_time: 6.4242858887
epoch time: 40.0798225403s, input_fired_time: 0.6585924625, output_fired_time: 0.0000000000, propagate_forward_time: 38.3071823120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1140480042
validation[          , genome  9076] predictions:    9835/  10000 (98.35%), best:    9846/10000 (98.46%), error:       565.45642, best error:       545.17053 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 522.9163208008s, input_fired_time: 5.3531179428, output_fired_time: 5.4528112411, propagate_forward_time: 194.1051025391, propagate_backward_time: 311.6074523926, weight_update_time: 0.6481267810, other_time: 6.3978576660
epoch time: 40.8999176025s, input_fired_time: 0.6672562361, output_fired_time: 0.0000000000, propagate_forward_time: 39.1258201599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1068420410
validation[          , genome  9076] predictions:    9831/  10000 (98.31%), best:    9846/10000 (98.46%), error:       567.75580, best error:       545.17053 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 525.4182128906s, input_fired_time: 5.3613915443, output_fired_time: 5.4660563469, propagate_forward_time: 195.6462402344, propagate_backward_time: 312.5090942383, weight_update_time: 0.6655228138, other_time: 6.4354248047
epoch time: 40.3939361572s, input_fired_time: 0.6569454074, output_fired_time: 0.0000000000, propagate_forward_time: 38.6347503662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1022415161
validation[          , genome  9076] predictions:    9818/  10000 (98.18%), best:    9846/10000 (98.46%), error:       575.57129, best error:       545.17053 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 525.0444335938s, input_fired_time: 5.3663172722, output_fired_time: 5.4331083298, propagate_forward_time: 195.6018524170, propagate_backward_time: 312.2274169922, weight_update_time: 0.6686787605, other_time: 6.4157104492
epoch time: 40.6707916260s, input_fired_time: 0.6598692536, output_fired_time: 0.0000000000, propagate_forward_time: 38.9096298218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1012916565
validation[          , genome  9076] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       512.10992, best error:       512.10992 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 526.7194824219s, input_fired_time: 5.3644070625, output_fired_time: 5.4710402489, propagate_forward_time: 195.1480865479, propagate_backward_time: 314.2799072266, weight_update_time: 0.6745258570, other_time: 6.4560546875
epoch time: 40.2781066895s, input_fired_time: 0.6587448716, output_fired_time: 0.0000000000, propagate_forward_time: 38.5221977234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0971641541
validation[          , genome  9076] predictions:    9819/  10000 (98.19%), best:    9840/10000 (98.40%), error:       613.42969, best error:       512.10992 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 526.6386718750s, input_fired_time: 5.3784389496, output_fired_time: 5.4735383987, propagate_forward_time: 195.1723327637, propagate_backward_time: 314.1745605469, weight_update_time: 0.6757136583, other_time: 6.4398498535
epoch time: 40.2537345886s, input_fired_time: 0.6582665443, output_fired_time: 0.0000000000, propagate_forward_time: 38.4974784851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0979881287
validation[          , genome  9076] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       496.49539, best error:       496.49539 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 527.4769287109s, input_fired_time: 5.3791317940, output_fired_time: 5.4923634529, propagate_forward_time: 195.6301422119, propagate_backward_time: 314.5500183105, weight_update_time: 0.6750351787, other_time: 6.4252624512
epoch time: 40.4166717529s, input_fired_time: 0.6570329070, output_fired_time: 0.0000000000, propagate_forward_time: 38.6610183716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0986213684
validation[          , genome  9076] predictions:    9848/  10000 (98.48%), best:    9850/10000 (98.50%), error:       502.61816, best error:       496.49539 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 524.7581176758s, input_fired_time: 5.3604755402, output_fired_time: 5.4362401962, propagate_forward_time: 194.2838897705, propagate_backward_time: 313.2168273926, weight_update_time: 0.6822231412, other_time: 6.4607238770
epoch time: 40.6444664001s, input_fired_time: 0.6695405841, output_fired_time: 0.0000000000, propagate_forward_time: 38.8632354736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1116905212
validation[          , genome  9076] predictions:    9856/  10000 (98.56%), best:    9850/10000 (98.50%), error:       498.73776, best error:       496.49539 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 528.6978149414s, input_fired_time: 5.4014129639, output_fired_time: 5.5034794807, propagate_forward_time: 196.3882598877, propagate_backward_time: 314.9197082520, weight_update_time: 0.6826310158, other_time: 6.4849548340
epoch time: 40.9383201599s, input_fired_time: 0.6668257117, output_fired_time: 0.0000000000, propagate_forward_time: 39.1658630371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1056327820
validation[          , genome  9076] predictions:    9827/  10000 (98.27%), best:    9850/10000 (98.50%), error:       559.89368, best error:       496.49539 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 527.1687011719s, input_fired_time: 5.3893408775, output_fired_time: 5.4553980827, propagate_forward_time: 195.5406646729, propagate_backward_time: 314.3173522949, weight_update_time: 0.6786899567, other_time: 6.4659729004
epoch time: 41.0105972290s, input_fired_time: 0.6649709940, output_fired_time: 0.0000000000, propagate_forward_time: 39.2384338379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1071929932
validation[          , genome  9076] predictions:    9835/  10000 (98.35%), best:    9850/10000 (98.50%), error:       552.65295, best error:       496.49539 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 526.8856811523s, input_fired_time: 5.3782825470, output_fired_time: 5.4828352928, propagate_forward_time: 195.6557159424, propagate_backward_time: 313.8989562988, weight_update_time: 0.6791468859, other_time: 6.4698791504
epoch time: 40.7810859680s, input_fired_time: 0.6714429259, output_fired_time: 0.0000000000, propagate_forward_time: 38.9888877869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1207542419
validation[          , genome  9076] predictions:    9824/  10000 (98.24%), best:    9850/10000 (98.50%), error:       559.99780, best error:       496.49539 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 529.1091308594s, input_fired_time: 5.3971395493, output_fired_time: 5.4708118439, propagate_forward_time: 196.1096496582, propagate_backward_time: 315.6748046875, weight_update_time: 0.6807881594, other_time: 6.4566955566
epoch time: 40.9284286499s, input_fired_time: 0.6650557518, output_fired_time: 0.0000000000, propagate_forward_time: 39.1488685608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1145057678
validation[          , genome  9076] predictions:    9847/  10000 (98.47%), best:    9850/10000 (98.50%), error:       526.47235, best error:       496.49539 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 527.8931274414s, input_fired_time: 5.4084253311, output_fired_time: 5.4777007103, propagate_forward_time: 195.9705810547, propagate_backward_time: 314.5913085938, weight_update_time: 0.6834626794, other_time: 6.4450683594
epoch time: 40.9095840454s, input_fired_time: 0.6651816368, output_fired_time: 0.0000000000, propagate_forward_time: 39.1260719299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1183319092
validation[          , genome  9076] predictions:    9842/  10000 (98.42%), best:    9850/10000 (98.50%), error:       507.61389, best error:       496.49539 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 529.3035888672s, input_fired_time: 5.3995103836, output_fired_time: 5.4934606552, propagate_forward_time: 196.5265655518, propagate_backward_time: 315.4157714844, weight_update_time: 0.6766729355, other_time: 6.4682617188
epoch time: 41.3317527771s, input_fired_time: 0.6767540574, output_fired_time: 0.0000000000, propagate_forward_time: 39.5453262329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1096725464
validation[          , genome  9076] predictions:    9830/  10000 (98.30%), best:    9850/10000 (98.50%), error:       555.73608, best error:       496.49539 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 527.7326049805s, input_fired_time: 5.3936338425, output_fired_time: 5.4655814171, propagate_forward_time: 196.2351226807, propagate_backward_time: 314.2010803223, weight_update_time: 0.6802494526, other_time: 6.4372253418
epoch time: 40.7789421082s, input_fired_time: 0.6645177603, output_fired_time: 0.0000000000, propagate_forward_time: 39.0065994263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1078262329
validation[          , genome  9076] predictions:    9854/  10000 (98.54%), best:    9850/10000 (98.50%), error:       503.71146, best error:       496.49539 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 526.8705444336s, input_fired_time: 5.3950099945, output_fired_time: 5.4715409279, propagate_forward_time: 195.6454010010, propagate_backward_time: 313.8920593262, weight_update_time: 0.6813511252, other_time: 6.4665222168
epoch time: 41.0486907959s, input_fired_time: 0.6712114215, output_fired_time: 0.0000000000, propagate_forward_time: 39.2723350525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1051445007
validation[          , genome  9076] predictions:    9829/  10000 (98.29%), best:    9850/10000 (98.50%), error:       556.81995, best error:       496.49539 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 529.7886962891s, input_fired_time: 5.4168639183, output_fired_time: 5.4926977158, propagate_forward_time: 196.3665161133, propagate_backward_time: 316.0338439941, weight_update_time: 0.6806790829, other_time: 6.4787902832
epoch time: 41.3424263000s, input_fired_time: 0.6730553508, output_fired_time: 0.0000000000, propagate_forward_time: 39.5670928955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1022796631
validation[          , genome  9076] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       482.59280, best error:       482.59280 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 527.7401123047s, input_fired_time: 5.4135322571, output_fired_time: 5.4884376526, propagate_forward_time: 195.6290893555, propagate_backward_time: 314.7607116699, weight_update_time: 0.6754182577, other_time: 6.4483337402
epoch time: 40.6962127686s, input_fired_time: 0.6659383774, output_fired_time: 0.0000000000, propagate_forward_time: 38.9293518066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1009216309
validation[          , genome  9076] predictions:    9855/  10000 (98.55%), best:    9842/10000 (98.42%), error:       518.61658, best error:       482.59280 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 527.2054443359s, input_fired_time: 5.4120497704, output_fired_time: 5.5024743080, propagate_forward_time: 195.8436279297, propagate_backward_time: 314.0013122559, weight_update_time: 0.6751278639, other_time: 6.4459533691
epoch time: 41.4143142700s, input_fired_time: 0.6779507399, output_fired_time: 0.0000000000, propagate_forward_time: 39.6223030090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1140594482
validation[          , genome  9076] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       476.51004, best error:       476.51004 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 526.6524047852s, input_fired_time: 5.3899736404, output_fired_time: 5.4559097290, propagate_forward_time: 195.0292053223, propagate_backward_time: 314.3004150391, weight_update_time: 0.6803943515, other_time: 6.4768981934
epoch time: 41.1552009583s, input_fired_time: 0.6797345877, output_fired_time: 0.0000000000, propagate_forward_time: 39.3497505188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1257171631
validation[          , genome  9076] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       469.31592, best error:       469.31592 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 523.8811645508s, input_fired_time: 5.3538341522, output_fired_time: 5.4254808426, propagate_forward_time: 194.0606231689, propagate_backward_time: 312.6055297852, weight_update_time: 0.6785189509, other_time: 6.4357299805
epoch time: 40.8912162781s, input_fired_time: 0.6690069437, output_fired_time: 0.0000000000, propagate_forward_time: 39.1188011169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1034088135
validation[          , genome  9076] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       482.42505, best error:       469.31592 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 526.1192626953s, input_fired_time: 5.4067802429, output_fired_time: 5.4954099655, propagate_forward_time: 195.3305511475, propagate_backward_time: 313.3918457031, weight_update_time: 0.6868284345, other_time: 6.4946289063
epoch time: 40.1234169006s, input_fired_time: 0.6623780131, output_fired_time: 0.0000000000, propagate_forward_time: 38.3607406616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1002998352
validation[          , genome  9076] predictions:    9823/  10000 (98.23%), best:    9851/10000 (98.51%), error:       565.42578, best error:       469.31592 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 527.2286987305s, input_fired_time: 5.3958930969, output_fired_time: 5.4617028236, propagate_forward_time: 195.2990264893, propagate_backward_time: 314.6279907227, weight_update_time: 0.6782895327, other_time: 6.4440917969
epoch time: 40.7618179321s, input_fired_time: 0.6704156995, output_fired_time: 0.0000000000, propagate_forward_time: 38.9841804504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1072235107
validation[          , genome  9076] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       455.77237, best error:       455.77237 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 527.8750610352s, input_fired_time: 5.4000434875, output_fired_time: 5.4897322655, propagate_forward_time: 195.3083190918, propagate_backward_time: 315.1973266602, weight_update_time: 0.6811500788, other_time: 6.4796447754
epoch time: 42.0532798767s, input_fired_time: 0.6868684292, output_fired_time: 0.0000000000, propagate_forward_time: 40.2458381653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1205749512
validation[          , genome  9076] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       442.20377, best error:       442.20377 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 526.4923706055s, input_fired_time: 5.3859982491, output_fired_time: 5.4544887543, propagate_forward_time: 195.1829528809, propagate_backward_time: 314.0335693359, weight_update_time: 0.6761617064, other_time: 6.4353942871
epoch time: 40.3642730713s, input_fired_time: 0.6655586958, output_fired_time: 0.0000000000, propagate_forward_time: 38.6098937988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0888214111
validation[          , genome  9076] predictions:    9872/  10000 (98.72%), best:    9868/10000 (98.68%), error:       451.98785, best error:       442.20377 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 529.1641845703s, input_fired_time: 5.4113321304, output_fired_time: 5.4720335007, propagate_forward_time: 196.2001800537, propagate_backward_time: 315.6015625000, weight_update_time: 0.6824415326, other_time: 6.4790649414
epoch time: 40.0956993103s, input_fired_time: 0.6686043143, output_fired_time: 0.0000000000, propagate_forward_time: 38.3253097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1017837524
validation[          , genome  9076] predictions:    9859/  10000 (98.59%), best:    9868/10000 (98.68%), error:       460.33194, best error:       442.20377 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 528.6803588867s, input_fired_time: 5.4359703064, output_fired_time: 5.4925565720, propagate_forward_time: 196.0682830811, propagate_backward_time: 315.1976318359, weight_update_time: 0.6854240894, other_time: 6.4859008789
epoch time: 41.0148353577s, input_fired_time: 0.6746350527, output_fired_time: 0.0000000000, propagate_forward_time: 39.2299118042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1102867126
validation[          , genome  9076] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       489.49423, best error:       442.20377 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 531.3118286133s, input_fired_time: 5.4506254196, output_fired_time: 5.5418686867, propagate_forward_time: 197.0633850098, propagate_backward_time: 316.7624206543, weight_update_time: 0.6822476983, other_time: 6.4935302734
epoch time: 40.9048309326s, input_fired_time: 0.6762239933, output_fired_time: 0.0000000000, propagate_forward_time: 39.1145019531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1141052246
validation[          , genome  9076] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       454.81674, best error:       442.20377 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 528.6696166992s, input_fired_time: 5.4415922165, output_fired_time: 5.5033640862, propagate_forward_time: 196.1992034912, propagate_backward_time: 315.0626831055, weight_update_time: 0.6817380190, other_time: 6.4627685547
epoch time: 41.1493148804s, input_fired_time: 0.6762300730, output_fired_time: 0.0000000000, propagate_forward_time: 39.3533210754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1197624207
validation[          , genome  9076] predictions:    9850/  10000 (98.50%), best:    9868/10000 (98.68%), error:       528.42395, best error:       442.20377 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 526.8903808594s, input_fired_time: 5.4239196777, output_fired_time: 5.4384107590, propagate_forward_time: 195.7481231689, propagate_backward_time: 313.8002319336, weight_update_time: 0.6814534068, other_time: 6.4796752930
epoch time: 40.7527885437s, input_fired_time: 0.6729438305, output_fired_time: 0.0000000000, propagate_forward_time: 38.9707603455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1090850830
validation[          , genome  9076] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       412.12653, best error:       412.12653 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 533.8293457031s, input_fired_time: 5.4664402008, output_fired_time: 5.5769910812, propagate_forward_time: 197.6990966797, propagate_backward_time: 318.5847167969, weight_update_time: 0.6860027909, other_time: 6.5021362305
epoch time: 40.8115539551s, input_fired_time: 0.6803672910, output_fired_time: 0.0000000000, propagate_forward_time: 38.9997406006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1314468384
validation[          , genome  9076] predictions:    9868/  10000 (98.68%), best:    9867/10000 (98.67%), error:       425.54019, best error:       412.12653 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 531.9390869141s, input_fired_time: 5.4471888542, output_fired_time: 5.5122132301, propagate_forward_time: 197.1100616455, propagate_backward_time: 317.3468933105, weight_update_time: 0.6829121113, other_time: 6.5227355957
epoch time: 40.3038749695s, input_fired_time: 0.6686953902, output_fired_time: 0.0000000000, propagate_forward_time: 38.5240898132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1110916138
validation[          , genome  9076] predictions:    9860/  10000 (98.60%), best:    9867/10000 (98.67%), error:       430.69098, best error:       412.12653 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 532.1026000977s, input_fired_time: 5.4651803970, output_fired_time: 5.5281419754, propagate_forward_time: 197.3301849365, propagate_backward_time: 317.2593078613, weight_update_time: 0.6831532717, other_time: 6.5197448730
epoch time: 41.1208534241s, input_fired_time: 0.6771632433, output_fired_time: 0.0000000000, propagate_forward_time: 39.3312110901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1124801636
validation[          , genome  9076] predictions:    9870/  10000 (98.70%), best:    9867/10000 (98.67%), error:       426.61081, best error:       412.12653 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 532.0137329102s, input_fired_time: 5.4641871452, output_fired_time: 5.5035409927, propagate_forward_time: 197.6695098877, propagate_backward_time: 316.8733825684, weight_update_time: 0.6807076931, other_time: 6.5031433105
epoch time: 40.7826576233s, input_fired_time: 0.6734961867, output_fired_time: 0.0000000000, propagate_forward_time: 38.9881210327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1210403442
validation[          , genome  9076] predictions:    9862/  10000 (98.62%), best:    9867/10000 (98.67%), error:       433.39798, best error:       412.12653 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 534.1410522461s, input_fired_time: 5.4782657623, output_fired_time: 5.5442085266, propagate_forward_time: 198.0351867676, propagate_backward_time: 318.5380249023, weight_update_time: 0.6886914372, other_time: 6.5453796387
epoch time: 41.4558982849s, input_fired_time: 0.6840782762, output_fired_time: 0.0000000000, propagate_forward_time: 39.6530952454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1187248230
validation[          , genome  9076] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       443.99545, best error:       412.12653 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 531.7731323242s, input_fired_time: 5.4674167633, output_fired_time: 5.5708279610, propagate_forward_time: 197.0492248535, propagate_backward_time: 317.1869506836, weight_update_time: 0.6830759645, other_time: 6.4987487793
epoch time: 41.0872879028s, input_fired_time: 0.6811810732, output_fired_time: 0.0000000000, propagate_forward_time: 39.2821273804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1239776611
validation[          , genome  9076] predictions:    9876/  10000 (98.76%), best:    9867/10000 (98.67%), error:       435.79761, best error:       412.12653 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 528.3461914063s, input_fired_time: 5.4471225739, output_fired_time: 5.4813280106, propagate_forward_time: 196.2136993408, propagate_backward_time: 314.7431030273, weight_update_time: 0.6789701581, other_time: 6.4609375000
epoch time: 41.5585289001s, input_fired_time: 0.6790505648, output_fired_time: 0.0000000000, propagate_forward_time: 39.7726097107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1068687439
validation[          , genome  9076] predictions:    9845/  10000 (98.45%), best:    9867/10000 (98.67%), error:       506.01895, best error:       412.12653 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 531.0372314453s, input_fired_time: 5.4647221565, output_fired_time: 5.5246381760, propagate_forward_time: 196.8653259277, propagate_backward_time: 316.7080688477, weight_update_time: 0.6841264963, other_time: 6.4744567871
epoch time: 41.5700607300s, input_fired_time: 0.6823395491, output_fired_time: 0.0000000000, propagate_forward_time: 39.7729530334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1147689819
validation[          , genome  9076] predictions:    9868/  10000 (98.68%), best:    9867/10000 (98.67%), error:       440.28406, best error:       412.12653 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 534.7124023438s, input_fired_time: 5.4916915894, output_fired_time: 5.5446600914, propagate_forward_time: 198.1901702881, propagate_backward_time: 318.9090881348, weight_update_time: 0.6904610991, other_time: 6.5767517090
epoch time: 40.4678001404s, input_fired_time: 0.6699830294, output_fired_time: 0.0000000000, propagate_forward_time: 38.6909255981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1068916321
validation[          , genome  9076] predictions:    9871/  10000 (98.71%), best:    9867/10000 (98.67%), error:       431.35446, best error:       412.12653 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 531.7170410156s, input_fired_time: 5.4752893448, output_fired_time: 5.5087714195, propagate_forward_time: 197.0207519531, propagate_backward_time: 317.1983642578, weight_update_time: 0.6849358678, other_time: 6.5138549805
epoch time: 41.8395729065s, input_fired_time: 0.6818273664, output_fired_time: 0.0000000000, propagate_forward_time: 40.0363082886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1214370728
validation[          , genome  9076] predictions:    9865/  10000 (98.65%), best:    9867/10000 (98.67%), error:       429.79666, best error:       412.12653 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 535.2299194336s, input_fired_time: 5.4901447296, output_fired_time: 5.5658621788, propagate_forward_time: 198.5261383057, propagate_backward_time: 319.1145324707, weight_update_time: 0.6852189898, other_time: 6.5332336426
epoch time: 41.0649757385s, input_fired_time: 0.6785923839, output_fired_time: 0.0000000000, propagate_forward_time: 39.2659606934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1204223633
validation[          , genome  9076] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       457.53278, best error:       412.12653 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 533.3436889648s, input_fired_time: 5.4945778847, output_fired_time: 5.5166029930, propagate_forward_time: 198.2935791016, propagate_backward_time: 317.5258483887, weight_update_time: 0.6881741881, other_time: 6.5130920410
epoch time: 41.4961929321s, input_fired_time: 0.6855197549, output_fired_time: 0.0000000000, propagate_forward_time: 39.6905364990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1201362610
validation[          , genome  9076] predictions:    9869/  10000 (98.69%), best:    9867/10000 (98.67%), error:       453.97644, best error:       412.12653 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 533.9529418945s, input_fired_time: 5.4763822556, output_fired_time: 5.5076503754, propagate_forward_time: 197.5368499756, propagate_backward_time: 318.8948059082, weight_update_time: 0.6846788526, other_time: 6.5372619629
epoch time: 41.2433853149s, input_fired_time: 0.6798298955, output_fired_time: 0.0000000000, propagate_forward_time: 39.4467964172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1167602539
validation[          , genome  9076] predictions:    9755/  10000 (97.55%), best:    9867/10000 (98.67%), error:       732.98975, best error:       412.12653 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 535.6697998047s, input_fired_time: 5.5146675110, output_fired_time: 5.5491061211, propagate_forward_time: 199.1203308105, propagate_backward_time: 318.9679260254, weight_update_time: 0.6871328950, other_time: 6.5177612305
epoch time: 41.1482887268s, input_fired_time: 0.6846441627, output_fired_time: 0.0000000000, propagate_forward_time: 39.3387145996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1249313354
validation[          , genome  9076] predictions:    9874/  10000 (98.74%), best:    9867/10000 (98.67%), error:       455.89389, best error:       412.12653 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 534.9972534180s, input_fired_time: 5.5190405846, output_fired_time: 5.5578150749, propagate_forward_time: 198.8204803467, propagate_backward_time: 318.5715026855, weight_update_time: 0.6840721965, other_time: 6.5284118652
epoch time: 40.6525268555s, input_fired_time: 0.6775582433, output_fired_time: 0.0000000000, propagate_forward_time: 38.8634452820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1115226746
validation[          , genome  9076] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       405.95880, best error:       405.95880 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 533.1450805664s, input_fired_time: 5.4983029366, output_fired_time: 5.5364065170, propagate_forward_time: 197.4983978271, propagate_backward_time: 318.0733337402, weight_update_time: 0.6861402988, other_time: 6.5386657715
epoch time: 41.4166908264s, input_fired_time: 0.6866385937, output_fired_time: 0.0000000000, propagate_forward_time: 39.6226081848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1074447632
validation[          , genome  9076] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       415.14130, best error:       405.95880 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 533.2863159180s, input_fired_time: 5.4869899750, output_fired_time: 5.5126285553, propagate_forward_time: 197.9315948486, propagate_backward_time: 317.8747863770, weight_update_time: 0.6795584559, other_time: 6.4803161621
epoch time: 41.6347236633s, input_fired_time: 0.6948505640, output_fired_time: 0.0000000000, propagate_forward_time: 39.8066558838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1332168579
validation[          , genome  9076] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       424.00107, best error:       405.95880 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 532.6220092773s, input_fired_time: 5.4807629585, output_fired_time: 5.5412707329, propagate_forward_time: 197.3236236572, propagate_backward_time: 317.7865600586, weight_update_time: 0.6833971739, other_time: 6.4898071289
epoch time: 41.5786972046s, input_fired_time: 0.6905358434, output_fired_time: 0.0000000000, propagate_forward_time: 39.7594795227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1286811829
validation[          , genome  9076] predictions:    9853/  10000 (98.53%), best:    9894/10000 (98.94%), error:       465.89395, best error:       405.95880 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 533.5791015625s, input_fired_time: 5.4977717400, output_fired_time: 5.5483260155, propagate_forward_time: 198.0496978760, propagate_backward_time: 317.9906005859, weight_update_time: 0.6800319552, other_time: 6.4927368164
epoch time: 41.8377189636s, input_fired_time: 0.6916046143, output_fired_time: 0.0000000000, propagate_forward_time: 40.0164871216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1296272278
validation[          , genome  9076] predictions:    9858/  10000 (98.58%), best:    9894/10000 (98.94%), error:       415.57562, best error:       405.95880 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 535.1372680664s, input_fired_time: 5.5363059044, output_fired_time: 5.5512619019, propagate_forward_time: 198.8135223389, propagate_backward_time: 318.7196960449, weight_update_time: 0.6842994690, other_time: 6.5164489746
epoch time: 40.7458839417s, input_fired_time: 0.6762837172, output_fired_time: 0.0000000000, propagate_forward_time: 38.9591522217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1104469299
validation[          , genome  9076] predictions:    9877/  10000 (98.77%), best:    9894/10000 (98.94%), error:       432.80038, best error:       405.95880 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 535.1508178711s, input_fired_time: 5.5224313736, output_fired_time: 5.5667490959, propagate_forward_time: 198.4768676758, propagate_backward_time: 319.0436401367, weight_update_time: 0.6912538409, other_time: 6.5410766602
epoch time: 41.2706146240s, input_fired_time: 0.6855041385, output_fired_time: 0.0000000000, propagate_forward_time: 39.4771270752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1079826355
validation[          , genome  9076] predictions:    9859/  10000 (98.59%), best:    9894/10000 (98.94%), error:       477.03204, best error:       405.95880 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 533.8423461914s, input_fired_time: 5.5247750282, output_fired_time: 5.5554428101, propagate_forward_time: 198.2598114014, propagate_backward_time: 317.9436645508, weight_update_time: 0.6863799095, other_time: 6.5586547852
epoch time: 41.8440971375s, input_fired_time: 0.6900802255, output_fired_time: 0.0000000000, propagate_forward_time: 40.0139656067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1400527954
validation[          , genome  9076] predictions:    9852/  10000 (98.52%), best:    9894/10000 (98.94%), error:       493.79773, best error:       405.95880 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 536.0854492188s, input_fired_time: 5.5158281326, output_fired_time: 5.5540919304, propagate_forward_time: 198.9965515137, propagate_backward_time: 319.4848022461, weight_update_time: 0.6892100573, other_time: 6.5342102051
epoch time: 42.1621627808s, input_fired_time: 0.6986245513, output_fired_time: 0.0000000000, propagate_forward_time: 40.3332977295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1302413940
validation[          , genome  9076] predictions:    9850/  10000 (98.50%), best:    9894/10000 (98.94%), error:       473.47226, best error:       405.95880 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 532.3834228516s, input_fired_time: 5.4947843552, output_fired_time: 5.5502305031, propagate_forward_time: 197.2036895752, propagate_backward_time: 317.5995483398, weight_update_time: 0.6825140715, other_time: 6.5351562500
epoch time: 41.7153549194s, input_fired_time: 0.6937693954, output_fired_time: 0.0000000000, propagate_forward_time: 39.8957901001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1257972717
validation[          , genome  9076] predictions:    9858/  10000 (98.58%), best:    9894/10000 (98.94%), error:       463.57477, best error:       405.95880 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 536.0229492188s, input_fired_time: 5.5340809822, output_fired_time: 5.5754923820, propagate_forward_time: 198.4949188232, propagate_backward_time: 319.8645019531, weight_update_time: 0.6881209016, other_time: 6.5539550781
epoch time: 41.8308067322s, input_fired_time: 0.6949594021, output_fired_time: 0.0000000000, propagate_forward_time: 40.0137710571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1220779419
validation[          , genome  9076] predictions:    9869/  10000 (98.69%), best:    9894/10000 (98.94%), error:       450.59201, best error:       405.95880 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 535.2608642578s, input_fired_time: 5.5286359787, output_fired_time: 5.5479402542, propagate_forward_time: 198.3744659424, propagate_backward_time: 319.2505798340, weight_update_time: 0.6906009316, other_time: 6.5592956543
epoch time: 41.3871002197s, input_fired_time: 0.6937010288, output_fired_time: 0.0000000000, propagate_forward_time: 39.5777893066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1156082153
validation[          , genome  9076] predictions:    9877/  10000 (98.77%), best:    9894/10000 (98.94%), error:       431.12473, best error:       405.95880 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 533.1823730469s, input_fired_time: 5.5233445168, output_fired_time: 5.5096464157, propagate_forward_time: 197.9750518799, propagate_backward_time: 317.6586914063, weight_update_time: 0.6849114299, other_time: 6.5156860352
epoch time: 41.8268775940s, input_fired_time: 0.6928336024, output_fired_time: 0.0000000000, propagate_forward_time: 40.0261611938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1078834534
validation[          , genome  9076] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       401.66400, best error:       401.66400 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 533.3695068359s, input_fired_time: 5.5173721313, output_fired_time: 5.5194029808, propagate_forward_time: 198.3211975098, propagate_backward_time: 317.4821166992, weight_update_time: 0.6803167462, other_time: 6.5293884277
epoch time: 41.6270942688s, input_fired_time: 0.6866290569, output_fired_time: 0.0000000000, propagate_forward_time: 39.8171043396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1233596802
validation[          , genome  9076] predictions:    9866/  10000 (98.66%), best:    9879/10000 (98.79%), error:       408.43362, best error:       401.66400 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 533.8247680664s, input_fired_time: 5.5338454247, output_fired_time: 5.5566358566, propagate_forward_time: 198.4161376953, propagate_backward_time: 317.7831726074, weight_update_time: 0.6855307817, other_time: 6.5349426270
epoch time: 41.1492996216s, input_fired_time: 0.6857699752, output_fired_time: 0.0000000000, propagate_forward_time: 39.3430747986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1204566956
validation[          , genome  9076] predictions:    9874/  10000 (98.74%), best:    9879/10000 (98.79%), error:       416.76373, best error:       401.66400 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 536.2965698242s, input_fired_time: 5.5462093353, output_fired_time: 5.5689635277, propagate_forward_time: 198.7966613770, propagate_backward_time: 319.8702697754, weight_update_time: 0.6869423985, other_time: 6.5144653320
epoch time: 41.6699867249s, input_fired_time: 0.6962704659, output_fired_time: 0.0000000000, propagate_forward_time: 39.8449096680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1288070679
validation[          , genome  9076] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       444.47076, best error:       401.66400 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 534.6645507813s, input_fired_time: 5.5143461227, output_fired_time: 5.5575075150, propagate_forward_time: 198.4918212891, propagate_backward_time: 318.5759277344, weight_update_time: 0.6895178556, other_time: 6.5249633789
epoch time: 41.4815864563s, input_fired_time: 0.6931669712, output_fired_time: 0.0000000000, propagate_forward_time: 39.6837921143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1046257019
validation[          , genome  9076] predictions:    9851/  10000 (98.51%), best:    9879/10000 (98.79%), error:       509.80298, best error:       401.66400 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 536.1433715820s, input_fired_time: 5.5380239487, output_fired_time: 5.5188851357, propagate_forward_time: 199.0130767822, propagate_backward_time: 319.5425720215, weight_update_time: 0.6899564862, other_time: 6.5308532715
epoch time: 41.6046028137s, input_fired_time: 0.6942713261, output_fired_time: 0.0000000000, propagate_forward_time: 39.7952270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1151046753
validation[          , genome  9076] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       426.60413, best error:       401.66400 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 533.9128417969s, input_fired_time: 5.5115475655, output_fired_time: 5.5145754814, propagate_forward_time: 197.6514892578, propagate_backward_time: 318.6722106934, weight_update_time: 0.6893270016, other_time: 6.5630187988
epoch time: 41.8030700684s, input_fired_time: 0.6974059343, output_fired_time: 0.0000000000, propagate_forward_time: 39.9833793640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1222839355
validation[          , genome  9076] predictions:    9871/  10000 (98.71%), best:    9879/10000 (98.79%), error:       409.63651, best error:       401.66400 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 535.1443481445s, input_fired_time: 5.5284967422, output_fired_time: 5.5358333588, propagate_forward_time: 198.2442474365, propagate_backward_time: 319.3146362305, weight_update_time: 0.6828612685, other_time: 6.5211181641
epoch time: 41.0899047852s, input_fired_time: 0.6926227212, output_fired_time: 0.0000000000, propagate_forward_time: 39.2759933472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1212882996
validation[          , genome  9076] predictions:    9860/  10000 (98.60%), best:    9879/10000 (98.79%), error:       455.86368, best error:       401.66400 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 534.6433715820s, input_fired_time: 5.5222578049, output_fired_time: 5.5634918213, propagate_forward_time: 198.0102844238, propagate_backward_time: 318.9918823242, weight_update_time: 0.6847029328, other_time: 6.5554504395
epoch time: 41.1771163940s, input_fired_time: 0.6839818954, output_fired_time: 0.0000000000, propagate_forward_time: 39.3866844177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1064491272
validation[          , genome  9076] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       401.37891, best error:       401.37891 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 532.9536132813s, input_fired_time: 5.5246930122, output_fired_time: 5.5330739021, propagate_forward_time: 198.2661895752, propagate_backward_time: 317.1199645996, weight_update_time: 0.6812028885, other_time: 6.5096740723
epoch time: 41.6692199707s, input_fired_time: 0.6936304569, output_fired_time: 0.0000000000, propagate_forward_time: 39.8519325256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1236572266
validation[          , genome  9076] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       415.76627, best error:       401.37891 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 534.7009277344s, input_fired_time: 5.5219268799, output_fired_time: 5.5357909203, propagate_forward_time: 198.4199676514, propagate_backward_time: 318.7071533203, weight_update_time: 0.6880388260, other_time: 6.5161132813
epoch time: 40.8617095947s, input_fired_time: 0.6866380572, output_fired_time: 0.0000000000, propagate_forward_time: 39.0596199036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1154518127
validation[          , genome  9076] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       416.38406, best error:       401.37891 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 534.9510498047s, input_fired_time: 5.5349636078, output_fired_time: 5.5318241119, propagate_forward_time: 198.4830627441, propagate_backward_time: 318.9033508301, weight_update_time: 0.6829912066, other_time: 6.4978637695
epoch time: 41.3053321838s, input_fired_time: 0.6851561666, output_fired_time: 0.0000000000, propagate_forward_time: 39.5135650635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1066093445
validation[          , genome  9076] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       403.17624, best error:       401.37891 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 535.4050903320s, input_fired_time: 5.5360059738, output_fired_time: 5.5372281075, propagate_forward_time: 198.8039550781, propagate_backward_time: 319.0218200684, weight_update_time: 0.6808416247, other_time: 6.5060729980
epoch time: 41.5574264526s, input_fired_time: 0.6955765486, output_fired_time: 0.0000000000, propagate_forward_time: 39.7384109497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1234397888
validation[          , genome  9076] predictions:    9866/  10000 (98.66%), best:    9885/10000 (98.85%), error:       427.93478, best error:       401.37891 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 533.5839233398s, input_fired_time: 5.5318050385, output_fired_time: 5.5317378044, propagate_forward_time: 197.9250793457, propagate_backward_time: 318.0804748535, weight_update_time: 0.6832365394, other_time: 6.5148315430
epoch time: 41.1348075867s, input_fired_time: 0.6934142709, output_fired_time: 0.0000000000, propagate_forward_time: 39.3164863586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1249084473
validation[          , genome  9076] predictions:    9867/  10000 (98.67%), best:    9885/10000 (98.85%), error:       413.45435, best error:       401.37891 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 534.4136352539s, input_fired_time: 5.5316205025, output_fired_time: 5.5644311905, propagate_forward_time: 197.9980163574, propagate_backward_time: 318.7811279297, weight_update_time: 0.6863865852, other_time: 6.5384216309
epoch time: 41.6458549500s, input_fired_time: 0.6938050389, output_fired_time: 0.0000000000, propagate_forward_time: 39.8342361450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1178131104
validation[          , genome  9076] predictions:    9858/  10000 (98.58%), best:    9885/10000 (98.85%), error:       465.67700, best error:       401.37891 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 532.7350463867s, input_fired_time: 5.5038118362, output_fired_time: 5.5282049179, propagate_forward_time: 197.3330383301, propagate_backward_time: 317.8795776367, weight_update_time: 0.6816376448, other_time: 6.4904479980
epoch time: 41.5440330505s, input_fired_time: 0.7024233341, output_fired_time: 0.0000000000, propagate_forward_time: 39.7090835571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1325263977
validation[          , genome  9076] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       419.02863, best error:       401.37891 on epoch:    93, 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: 207.2624053955s, input_fired_time: 3.4709322453, output_fired_time: 0.0000000000, propagate_forward_time: 198.0823059082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7091674805
best training[          , genome  9076] predictions:   49994/  50000 (99.99%), best:    9885/10000 (98.85%), error:       242.16444, best error:       401.37891 on epoch:    93, 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: 41.4789848328s, input_fired_time: 0.6879886985, output_fired_time: 0.0000000000, propagate_forward_time: 39.6709060669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1200904846
   testing[          , genome  9076] predictions:    9875/  10000 (98.75%), best:    9885/10000 (98.85%), error:       376.25192, best error:       401.37891 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:49:02 (5128): called boinc_finish(0)

</stderr_txt>
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