Nameexact_genome_1512568488_43_7061_0
Workunit2606567
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:43:32 UTC
Report deadline19 Dec 2017, 8:13:17 UTC
Received9 Dec 2017, 3:58:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID56892
Run time10 hours 39 min 18 sec
CPU time10 hours 6 min 28 sec
Validate stateValid
Credit2,838.50
Device peak FLOPS5.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.83 MB
Peak swap size2,554.44 MB
Peak disk usage1.33 MB

Stderr output

<core_client_version>7.6.34</core_client_version>
<![CDATA[
<stderr_txt>
0.1741853505, output_fired_time: 0.0000000000, propagate_forward_time: 9.3044977188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756523132
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9779/10000 (97.79%), error:       778.70825, best error:       758.35187 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 161.0543975830s, input_fired_time: 1.6400750875, output_fired_time: 0.8786439300, propagate_forward_time: 50.8676605225, propagate_backward_time: 105.3552017212, weight_update_time: 0.1466493160, other_time: 2.3128128052
epoch time: 11.7002744675s, input_fired_time: 0.2067895085, output_fired_time: 0.0000000000, propagate_forward_time: 11.0505380630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4429464340
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       776.24622, best error:       758.35187 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 556.6098022461s, input_fired_time: 6.3280434608, output_fired_time: 2.8452675343, propagate_forward_time: 174.9538726807, propagate_backward_time: 365.2461242676, weight_update_time: 0.4510691762, other_time: 7.2364807129
epoch time: 47.4202690125s, input_fired_time: 0.9321064353, output_fired_time: 0.0000000000, propagate_forward_time: 44.7555732727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7325897217
validation[          , genome  7061] predictions:    9759/  10000 (97.59%), best:    9779/10000 (97.79%), error:       822.31281, best error:       758.35187 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 707.2138671875s, input_fired_time: 8.2411937714, output_fired_time: 3.6011431217, propagate_forward_time: 221.8141021729, propagate_backward_time: 464.4547729492, weight_update_time: 0.5774279237, other_time: 9.1026611328
epoch time: 44.7696304321s, input_fired_time: 0.8831332326, output_fired_time: 0.0000000000, propagate_forward_time: 42.2836303711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6028671265
validation[          , genome  7061] predictions:    9739/  10000 (97.39%), best:    9779/10000 (97.79%), error:       828.97089, best error:       758.35187 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 655.4302978516s, input_fired_time: 7.5681772232, output_fired_time: 3.3440229893, propagate_forward_time: 205.8640289307, propagate_backward_time: 430.0650634766, weight_update_time: 0.5485730171, other_time: 8.5890502930
epoch time: 44.1277275085s, input_fired_time: 0.8636048436, output_fired_time: 0.0000000000, propagate_forward_time: 41.6630630493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6010589600
validation[          , genome  7061] predictions:    9756/  10000 (97.56%), best:    9779/10000 (97.79%), error:       808.51581, best error:       758.35187 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 657.4694213867s, input_fired_time: 7.6542243958, output_fired_time: 3.3464577198, propagate_forward_time: 206.4738922119, propagate_backward_time: 431.4461669922, weight_update_time: 0.5463649631, other_time: 8.5487060547
epoch time: 43.1258659363s, input_fired_time: 0.8423553705, output_fired_time: 0.0000000000, propagate_forward_time: 40.7042465210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5792655945
validation[          , genome  7061] predictions:    9723/  10000 (97.23%), best:    9779/10000 (97.79%), error:       870.53174, best error:       758.35187 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 646.9259033203s, input_fired_time: 7.4705734253, output_fired_time: 3.3126008511, propagate_forward_time: 203.1173400879, propagate_backward_time: 424.6066589355, weight_update_time: 0.5288549066, other_time: 8.4187011719
epoch time: 42.8649864197s, input_fired_time: 0.8510478735, output_fired_time: 0.0000000000, propagate_forward_time: 40.4793853760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5345535278
validation[          , genome  7061] predictions:    9711/  10000 (97.11%), best:    9779/10000 (97.79%), error:       943.00403, best error:       758.35187 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 646.3549194336s, input_fired_time: 7.5097565651, output_fired_time: 3.3329722881, propagate_forward_time: 203.3093109131, propagate_backward_time: 423.7131347656, weight_update_time: 0.5394523740, other_time: 8.4897460938
epoch time: 42.9230422974s, input_fired_time: 0.8512499332, output_fired_time: 0.0000000000, propagate_forward_time: 40.5041885376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5676040649
validation[          , genome  7061] predictions:    9742/  10000 (97.42%), best:    9779/10000 (97.79%), error:       800.96228, best error:       758.35187 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 637.8328857422s, input_fired_time: 7.3990392685, output_fired_time: 3.2965459824, propagate_forward_time: 200.3266601562, propagate_backward_time: 418.4946899414, weight_update_time: 0.5374099612, other_time: 8.3159179688
epoch time: 43.3648757935s, input_fired_time: 0.8623327613, output_fired_time: 0.0000000000, propagate_forward_time: 40.9284248352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5741195679
validation[          , genome  7061] predictions:    9703/  10000 (97.03%), best:    9779/10000 (97.79%), error:       974.14624, best error:       758.35187 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 651.4741821289s, input_fired_time: 7.5300354958, output_fired_time: 3.3120777607, propagate_forward_time: 204.2187805176, propagate_backward_time: 427.8998107910, weight_update_time: 0.5429512262, other_time: 8.5134887695
epoch time: 43.4340744019s, input_fired_time: 0.8826167583, output_fired_time: 0.0000000000, propagate_forward_time: 40.9799499512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5715065002
validation[          , genome  7061] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       748.43268, best error:       748.43268 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 658.8699951172s, input_fired_time: 7.6746683121, output_fired_time: 3.3659682274, propagate_forward_time: 206.9669342041, propagate_backward_time: 432.2675476074, weight_update_time: 0.5497704148, other_time: 8.5948791504
epoch time: 42.7784118652s, input_fired_time: 0.8450630903, output_fired_time: 0.0000000000, propagate_forward_time: 40.4029006958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5304489136
validation[          , genome  7061] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       701.21387, best error:       701.21387 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 643.7976074219s, input_fired_time: 7.4967217445, output_fired_time: 3.2967274189, propagate_forward_time: 202.3799285889, propagate_backward_time: 422.1970520020, weight_update_time: 0.5301964283, other_time: 8.4271545410
epoch time: 42.8897857666s, input_fired_time: 0.8551428914, output_fired_time: 0.0000000000, propagate_forward_time: 40.4839935303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5506477356
validation[          , genome  7061] predictions:    9788/  10000 (97.88%), best:    9782/10000 (97.82%), error:       726.85596, best error:       701.21387 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 635.4273071289s, input_fired_time: 7.3376069069, output_fired_time: 3.2667281628, propagate_forward_time: 199.5810241699, propagate_backward_time: 416.9380187988, weight_update_time: 0.5513251424, other_time: 8.3039550781
epoch time: 41.0877838135s, input_fired_time: 0.8122636080, output_fired_time: 0.0000000000, propagate_forward_time: 38.7530593872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5224609375
validation[          , genome  7061] predictions:    9769/  10000 (97.69%), best:    9782/10000 (97.82%), error:       734.46039, best error:       701.21387 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 634.8452758789s, input_fired_time: 7.3872261047, output_fired_time: 3.2827634811, propagate_forward_time: 199.4496459961, propagate_backward_time: 416.4154663086, weight_update_time: 0.5317006111, other_time: 8.3101806641
epoch time: 43.0421485901s, input_fired_time: 0.8568824530, output_fired_time: 0.0000000000, propagate_forward_time: 40.6353797913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5498847961
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       732.76373, best error:       701.21387 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 627.3352050781s, input_fired_time: 7.3508200645, output_fired_time: 3.2276129723, propagate_forward_time: 197.1871185303, propagate_backward_time: 411.3113403320, weight_update_time: 0.5376600027, other_time: 8.2583007812
epoch time: 42.3606376648s, input_fired_time: 0.8312265873, output_fired_time: 0.0000000000, propagate_forward_time: 39.9909477234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5384635925
validation[          , genome  7061] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       758.57098, best error:       701.21387 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 646.1599731445s, input_fired_time: 7.4732298851, output_fired_time: 3.3130855560, propagate_forward_time: 202.9527587891, propagate_backward_time: 423.9550476074, weight_update_time: 0.5389797091, other_time: 8.4658508301
epoch time: 42.2109222412s, input_fired_time: 0.8347455263, output_fired_time: 0.0000000000, propagate_forward_time: 39.8451957703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5309791565
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       749.71161, best error:       701.21387 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 635.8314819336s, input_fired_time: 7.3696641922, output_fired_time: 3.2807865143, propagate_forward_time: 199.9183654785, propagate_backward_time: 416.9447631836, weight_update_time: 0.5400876403, other_time: 8.3179016113
epoch time: 41.9823036194s, input_fired_time: 0.8269231319, output_fired_time: 0.0000000000, propagate_forward_time: 39.6139297485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5414505005
validation[          , genome  7061] predictions:    9732/  10000 (97.32%), best:    9782/10000 (97.82%), error:       847.80750, best error:       701.21387 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 625.7131347656s, input_fired_time: 7.2606673241, output_fired_time: 3.2267289162, propagate_forward_time: 196.9112854004, propagate_backward_time: 410.0582580566, weight_update_time: 0.5379012227, other_time: 8.2561645508
epoch time: 42.6645584106s, input_fired_time: 0.8543286920, output_fired_time: 0.0000000000, propagate_forward_time: 40.2648010254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5454292297
validation[          , genome  7061] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       776.76929, best error:       701.21387 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 634.6248779297s, input_fired_time: 7.3867340088, output_fired_time: 3.2595672607, propagate_forward_time: 199.5436706543, propagate_backward_time: 416.1159362793, weight_update_time: 0.5373270512, other_time: 8.3189697266
epoch time: 41.9201583862s, input_fired_time: 0.8213706613, output_fired_time: 0.0000000000, propagate_forward_time: 39.5737304688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5250587463
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       792.90723, best error:       701.21387 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 615.3746337891s, input_fired_time: 7.1397657394, output_fired_time: 3.1843481064, propagate_forward_time: 193.3601531982, propagate_backward_time: 403.5784912109, weight_update_time: 0.5252773762, other_time: 8.1118774414
epoch time: 42.8551330566s, input_fired_time: 0.8774313331, output_fired_time: 0.0000000000, propagate_forward_time: 40.4097061157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5679969788
validation[          , genome  7061] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       896.46716, best error:       701.21387 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 633.3242797852s, input_fired_time: 7.4911026955, output_fired_time: 3.2420055866, propagate_forward_time: 198.9535827637, propagate_backward_time: 415.1276245117, weight_update_time: 0.5288088322, other_time: 8.5099792480
epoch time: 41.9129791260s, input_fired_time: 0.8456410766, output_fired_time: 0.0000000000, propagate_forward_time: 39.5032920837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5640449524
validation[          , genome  7061] predictions:    9765/  10000 (97.65%), best:    9782/10000 (97.82%), error:       800.05042, best error:       701.21387 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 628.8947753906s, input_fired_time: 7.4287066460, output_fired_time: 3.2051739693, propagate_forward_time: 197.1741790771, propagate_backward_time: 412.6217956543, weight_update_time: 0.5311061144, other_time: 8.4648742676
epoch time: 41.1281394958s, input_fired_time: 0.8566595912, output_fired_time: 0.0000000000, propagate_forward_time: 38.7299385071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5415420532
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       700.89166, best error:       700.89166 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 611.7706909180s, input_fired_time: 7.1919026375, output_fired_time: 3.1616110802, propagate_forward_time: 191.8480834961, propagate_backward_time: 401.3705749512, weight_update_time: 0.5241015553, other_time: 8.1985168457
epoch time: 42.5426368713s, input_fired_time: 0.8742238283, output_fired_time: 0.0000000000, propagate_forward_time: 40.0856246948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5827865601
validation[          , genome  7061] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       688.12061, best error:       688.12061 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 635.9592895508s, input_fired_time: 7.5848975182, output_fired_time: 3.2384347916, propagate_forward_time: 199.8412933350, propagate_backward_time: 416.7632751465, weight_update_time: 0.5461262465, other_time: 8.5313415527
epoch time: 41.5353355408s, input_fired_time: 0.8559938073, output_fired_time: 0.0000000000, propagate_forward_time: 39.1405296326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5388107300
validation[          , genome  7061] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       733.18787, best error:       688.12061 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 626.9458618164s, input_fired_time: 7.4246897697, output_fired_time: 3.2151744366, propagate_forward_time: 197.0007019043, propagate_backward_time: 410.9591979980, weight_update_time: 0.5313038230, other_time: 8.3461303711
epoch time: 41.0140686035s, input_fired_time: 0.8263996243, output_fired_time: 0.0000000000, propagate_forward_time: 38.6489944458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5386734009
validation[          , genome  7061] predictions:    9761/  10000 (97.61%), best:    9796/10000 (97.96%), error:       748.80621, best error:       688.12061 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 582.2235717773s, input_fired_time: 6.8896403313, output_fired_time: 2.9876255989, propagate_forward_time: 182.8295288086, propagate_backward_time: 381.6766357422, weight_update_time: 0.4910894632, other_time: 7.8401489258
epoch time: 42.4897689819s, input_fired_time: 0.8803294897, output_fired_time: 0.0000000000, propagate_forward_time: 40.0348434448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5745964050
validation[          , genome  7061] predictions:    9775/  10000 (97.75%), best:    9796/10000 (97.96%), error:       698.42902, best error:       688.12061 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 643.7577514648s, input_fired_time: 7.6769347191, output_fired_time: 3.3050930500, propagate_forward_time: 201.8084259033, propagate_backward_time: 422.4037780762, weight_update_time: 0.5241975784, other_time: 8.5635070801
epoch time: 42.3495903015s, input_fired_time: 0.8655801415, output_fired_time: 0.0000000000, propagate_forward_time: 39.9198684692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641403198
validation[          , genome  7061] predictions:    9740/  10000 (97.40%), best:    9796/10000 (97.96%), error:       839.59503, best error:       688.12061 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 266.6066589355s, input_fired_time: 3.0221223831, output_fired_time: 1.4157269001, propagate_forward_time: 83.9007186890, propagate_backward_time: 174.5442810059, weight_update_time: 0.2358681858, other_time: 3.7237854004
epoch time: 11.8767690659s, input_fired_time: 0.2131192088, output_fired_time: 0.0000000000, propagate_forward_time: 11.1941747665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694747925
validation[          , genome  7061] predictions:    9746/  10000 (97.46%), best:    9796/10000 (97.96%), error:       759.02148, best error:       688.12061 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 551.0275878906s, input_fired_time: 6.5058078766, output_fired_time: 2.7757084370, propagate_forward_time: 172.7124328613, propagate_backward_time: 361.6282348633, weight_update_time: 0.4615723789, other_time: 7.4054260254
epoch time: 44.0120315552s, input_fired_time: 0.8961418867, output_fired_time: 0.0000000000, propagate_forward_time: 41.5397987366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5760917664
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       719.13745, best error:       688.12061 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 659.1479492188s, input_fired_time: 7.7594976425, output_fired_time: 3.2807734013, propagate_forward_time: 206.2656097412, propagate_backward_time: 433.0382385254, weight_update_time: 0.5627543330, other_time: 8.8038024902
epoch time: 41.9189987183s, input_fired_time: 0.8459698558, output_fired_time: 0.0000000000, propagate_forward_time: 39.5306892395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5423393250
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       705.01477, best error:       688.12061 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 636.3015136719s, input_fired_time: 7.5151224136, output_fired_time: 3.2640233040, propagate_forward_time: 199.9001617432, propagate_backward_time: 417.0961608887, weight_update_time: 0.5460155606, other_time: 8.5260314941
epoch time: 42.0751609802s, input_fired_time: 0.8412710428, output_fired_time: 0.0000000000, propagate_forward_time: 39.6904296875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5434608459
validation[          , genome  7061] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       777.23199, best error:       688.12061 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 622.4461669922s, input_fired_time: 7.3789854050, output_fired_time: 3.1870300770, propagate_forward_time: 195.0822296143, propagate_backward_time: 408.4447937012, weight_update_time: 0.5199896693, other_time: 8.3531799316
epoch time: 42.4057121277s, input_fired_time: 0.8485410213, output_fired_time: 0.0000000000, propagate_forward_time: 39.9783935547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5787773132
validation[          , genome  7061] predictions:    9738/  10000 (97.38%), best:    9796/10000 (97.96%), error:       860.46259, best error:       688.12061 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 635.7841796875s, input_fired_time: 7.5941648483, output_fired_time: 3.2499761581, propagate_forward_time: 199.6518554688, propagate_backward_time: 416.7217407227, weight_update_time: 0.5443908572, other_time: 8.5664062500
epoch time: 41.7712974548s, input_fired_time: 0.8467385769, output_fired_time: 0.0000000000, propagate_forward_time: 39.3650283813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5595321655
validation[          , genome  7061] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       816.63135, best error:       688.12061 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 634.8375854492s, input_fired_time: 7.6011457443, output_fired_time: 3.2410535812, propagate_forward_time: 199.4627990723, propagate_backward_time: 416.0295410156, weight_update_time: 0.5328893065, other_time: 8.5030822754
epoch time: 35.0413780212s, input_fired_time: 0.7052132487, output_fired_time: 0.0000000000, propagate_forward_time: 33.0101699829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3259963989
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9796/10000 (97.96%), error:       743.30182, best error:       688.12061 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 643.4364624023s, input_fired_time: 7.6540932655, output_fired_time: 3.2717015743, propagate_forward_time: 201.5602111816, propagate_backward_time: 422.3781127930, weight_update_time: 0.5423360467, other_time: 8.5722961426
epoch time: 42.7383956909s, input_fired_time: 0.8747501373, output_fired_time: 0.0000000000, propagate_forward_time: 40.2692985535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5943489075
validation[          , genome  7061] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       660.15472, best error:       660.15472 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 611.2752075195s, input_fired_time: 7.2818059921, output_fired_time: 3.1199095249, propagate_forward_time: 192.0629425049, propagate_backward_time: 400.6172485352, weight_update_time: 0.5090869069, other_time: 8.1932983398
epoch time: 41.8097801208s, input_fired_time: 0.8443336487, output_fired_time: 0.0000000000, propagate_forward_time: 39.4011383057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5643081665
validation[          , genome  7061] predictions:    9722/  10000 (97.22%), best:    9791/10000 (97.91%), error:       867.34589, best error:       660.15472 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 628.5033569336s, input_fired_time: 7.4716639519, output_fired_time: 3.2010741234, propagate_forward_time: 197.8212738037, propagate_backward_time: 411.6158752441, weight_update_time: 0.5282116532, other_time: 8.3934631348
epoch time: 41.0796203613s, input_fired_time: 0.8556161523, output_fired_time: 0.0000000000, propagate_forward_time: 38.6899070740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5340957642
validation[          , genome  7061] predictions:    9768/  10000 (97.68%), best:    9791/10000 (97.91%), error:       792.42029, best error:       660.15472 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 613.0043945312s, input_fired_time: 7.3226847649, output_fired_time: 3.1349575520, propagate_forward_time: 192.6734466553, propagate_backward_time: 401.6291809082, weight_update_time: 0.5119397640, other_time: 8.2441101074
epoch time: 32.3619918823s, input_fired_time: 0.6415033340, output_fired_time: 0.0000000000, propagate_forward_time: 30.5148944855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2055950165
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       807.38702, best error:       660.15472 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 639.8167724609s, input_fired_time: 7.5864701271, output_fired_time: 3.2568895817, propagate_forward_time: 201.0168762207, propagate_backward_time: 419.4337463379, weight_update_time: 0.5350965858, other_time: 8.5227661133
epoch time: 43.3736991882s, input_fired_time: 0.8724398017, output_fired_time: 0.0000000000, propagate_forward_time: 40.9021682739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5990905762
validation[          , genome  7061] predictions:    9777/  10000 (97.77%), best:    9791/10000 (97.91%), error:       712.77966, best error:       660.15472 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 642.6741943359s, input_fired_time: 7.5959320068, output_fired_time: 3.2888867855, propagate_forward_time: 201.5524749756, propagate_backward_time: 421.6908569336, weight_update_time: 0.5485976338, other_time: 8.5460205078
epoch time: 42.5993385315s, input_fired_time: 0.8698582649, output_fired_time: 0.0000000000, propagate_forward_time: 40.1579704285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5715103149
validation[          , genome  7061] predictions:    9735/  10000 (97.35%), best:    9791/10000 (97.91%), error:       818.78784, best error:       660.15472 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 631.3455200195s, input_fired_time: 7.5435066223, output_fired_time: 3.2489409447, propagate_forward_time: 198.4556732178, propagate_backward_time: 413.6360168457, weight_update_time: 0.5392772555, other_time: 8.4613342285
epoch time: 43.3618698120s, input_fired_time: 0.9187207818, output_fired_time: 0.0000000000, propagate_forward_time: 40.8580131531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5851364136
validation[          , genome  7061] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       740.52802, best error:       660.15472 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 424.0585937500s, input_fired_time: 4.9305620193, output_fired_time: 2.1921837330, propagate_forward_time: 132.9907989502, propagate_backward_time: 278.1863403320, weight_update_time: 0.3457597792, other_time: 5.7587280273
epoch time: 10.3762044907s, input_fired_time: 0.2173901498, output_fired_time: 0.0000000000, propagate_forward_time: 9.7453985214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134159088
validation[          , genome  7061] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       733.31396, best error:       660.15472 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 154.8230133057s, input_fired_time: 1.6768975258, output_fired_time: 0.8601343036, propagate_forward_time: 49.0666046143, propagate_backward_time: 100.9637451172, weight_update_time: 0.1442162097, other_time: 2.2556304932
epoch time: 10.1807880402s, input_fired_time: 0.1837940365, output_fired_time: 0.0000000000, propagate_forward_time: 9.6060962677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908977509
validation[          , genome  7061] predictions:    9767/  10000 (97.67%), best:    9791/10000 (97.91%), error:       783.03351, best error:       660.15472 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 147.5285339355s, input_fired_time: 1.5765986443, output_fired_time: 0.8224321008, propagate_forward_time: 46.6122741699, propagate_backward_time: 96.3234863281, weight_update_time: 0.1370055377, other_time: 2.1937408447
epoch time: 9.6145105362s, input_fired_time: 0.1774527133, output_fired_time: 0.0000000000, propagate_forward_time: 9.0594377518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776197433
validation[          , genome  7061] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       681.48950, best error:       660.15472 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 145.7604522705s, input_fired_time: 1.5649285316, output_fired_time: 0.7955036759, propagate_forward_time: 45.9193992615, propagate_backward_time: 95.3110351562, weight_update_time: 0.1308780909, other_time: 2.1695861816
epoch time: 10.4041290283s, input_fired_time: 0.1957832426, output_fired_time: 0.0000000000, propagate_forward_time: 9.7881565094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201889038
validation[          , genome  7061] predictions:    9779/  10000 (97.79%), best:    9791/10000 (97.91%), error:       685.69940, best error:       660.15472 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.2551727295s, input_fired_time: 1.4909551144, output_fired_time: 0.7725295424, propagate_forward_time: 44.0754547119, propagate_backward_time: 91.8319320679, weight_update_time: 0.1272427738, other_time: 2.0843124390
epoch time: 9.2347545624s, input_fired_time: 0.1686887741, output_fired_time: 0.0000000000, propagate_forward_time: 8.7002525330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658132553
validation[          , genome  7061] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       713.08722, best error:       660.15472 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 138.6853179932s, input_fired_time: 1.4809745550, output_fired_time: 0.7774153948, propagate_forward_time: 43.6675262451, propagate_backward_time: 90.7385635376, weight_update_time: 0.1299731582, other_time: 2.0208358765
epoch time: 9.4667758942s, input_fired_time: 0.1738595963, output_fired_time: 0.0000000000, propagate_forward_time: 8.9182596207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746566772
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9791/10000 (97.91%), error:       761.72150, best error:       660.15472 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 157.1727752686s, input_fired_time: 1.7054926157, output_fired_time: 0.8600670695, propagate_forward_time: 49.5243072510, propagate_backward_time: 102.7498550415, weight_update_time: 0.1405478716, other_time: 2.3330612183
epoch time: 11.2693195343s, input_fired_time: 0.2160920948, output_fired_time: 0.0000000000, propagate_forward_time: 10.6089010239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443264008
validation[          , genome  7061] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       733.65887, best error:       660.15472 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 167.2250518799s, input_fired_time: 1.8096868992, output_fired_time: 0.9192739129, propagate_forward_time: 52.7041091919, propagate_backward_time: 109.3593978882, weight_update_time: 0.1506626755, other_time: 2.4325714111
epoch time: 10.9780273438s, input_fired_time: 0.2146638483, output_fired_time: 0.0000000000, propagate_forward_time: 10.3161497116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472141266
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       698.32123, best error:       660.15472 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 192.8913726807s, input_fired_time: 2.0964467525, output_fired_time: 1.0462517738, propagate_forward_time: 60.8335113525, propagate_backward_time: 126.1485595703, weight_update_time: 0.1704375744, other_time: 2.7666015625
epoch time: 14.4436340332s, input_fired_time: 0.2837340236, output_fired_time: 0.0000000000, propagate_forward_time: 13.6016979218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582017899
validation[          , genome  7061] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       852.42737, best error:       660.15472 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 216.7471466064s, input_fired_time: 2.4306087494, output_fired_time: 1.1717144251, propagate_forward_time: 68.6395874023, propagate_backward_time: 141.4010162354, weight_update_time: 0.1882338375, other_time: 3.1042327881
epoch time: 15.0485076904s, input_fired_time: 0.2903784811, output_fired_time: 0.0000000000, propagate_forward_time: 14.1778144836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5803146362
validation[          , genome  7061] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       731.35944, best error:       660.15472 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 228.5420379639s, input_fired_time: 2.5383210182, output_fired_time: 1.2472116947, propagate_forward_time: 72.2709732056, propagate_backward_time: 149.2558898926, weight_update_time: 0.2029158473, other_time: 3.2296447754
epoch time: 15.2600345612s, input_fired_time: 0.2983952165, output_fired_time: 0.0000000000, propagate_forward_time: 14.3634185791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982208252
validation[          , genome  7061] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       641.47803, best error:       641.47803 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 229.0712738037s, input_fired_time: 2.5663824081, output_fired_time: 1.2351686954, propagate_forward_time: 72.3428726196, propagate_backward_time: 149.6520690918, weight_update_time: 0.2075670362, other_time: 3.2747802734
epoch time: 15.9550952911s, input_fired_time: 0.3074963689, output_fired_time: 0.0000000000, propagate_forward_time: 15.0292196274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183795929
validation[          , genome  7061] predictions:    9772/  10000 (97.72%), best:    9814/10000 (98.14%), error:       728.78333, best error:       641.47803 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 217.8363189697s, input_fired_time: 2.3972959518, output_fired_time: 1.1828674078, propagate_forward_time: 68.6959686279, propagate_backward_time: 142.4612731934, weight_update_time: 0.1883878559, other_time: 3.0989227295
epoch time: 14.1527690887s, input_fired_time: 0.2705411315, output_fired_time: 0.0000000000, propagate_forward_time: 13.3228778839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593500137
validation[          , genome  7061] predictions:    9759/  10000 (97.59%), best:    9814/10000 (98.14%), error:       809.70776, best error:       641.47803 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 217.0225372314s, input_fired_time: 2.3903980255, output_fired_time: 1.1728854179, propagate_forward_time: 68.5023956299, propagate_backward_time: 141.8671112061, weight_update_time: 0.1873454005, other_time: 3.0897521973
epoch time: 11.2529153824s, input_fired_time: 0.2142137736, output_fired_time: 0.0000000000, propagate_forward_time: 10.5881366730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505653381
validation[          , genome  7061] predictions:    9767/  10000 (97.67%), best:    9814/10000 (98.14%), error:       741.76794, best error:       641.47803 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 204.9295501709s, input_fired_time: 2.2435343266, output_fired_time: 1.1079365015, propagate_forward_time: 64.6220016479, propagate_backward_time: 134.0118103027, weight_update_time: 0.1790363640, other_time: 2.9442749023
epoch time: 13.6092004776s, input_fired_time: 0.2609097660, output_fired_time: 0.0000000000, propagate_forward_time: 12.8190746307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292158127
validation[          , genome  7061] predictions:    9800/  10000 (98.00%), best:    9814/10000 (98.14%), error:       657.96704, best error:       641.47803 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 221.0119781494s, input_fired_time: 2.4135155678, output_fired_time: 1.1927412748, propagate_forward_time: 69.7992553711, propagate_backward_time: 144.4491577148, weight_update_time: 0.1929344833, other_time: 3.1573181152
epoch time: 13.8207998276s, input_fired_time: 0.2709207535, output_fired_time: 0.0000000000, propagate_forward_time: 13.0102787018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396003723
validation[          , genome  7061] predictions:    9755/  10000 (97.55%), best:    9814/10000 (98.14%), error:       781.94604, best error:       641.47803 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 214.9272308350s, input_fired_time: 2.3510684967, output_fired_time: 1.1752160788, propagate_forward_time: 67.6145095825, propagate_backward_time: 140.6935882568, weight_update_time: 0.1875225753, other_time: 3.0928497314
epoch time: 14.2691249847s, input_fired_time: 0.2705686092, output_fired_time: 0.0000000000, propagate_forward_time: 13.4541711807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5443849564
validation[          , genome  7061] predictions:    9786/  10000 (97.86%), best:    9814/10000 (98.14%), error:       715.52710, best error:       641.47803 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 208.4915466309s, input_fired_time: 2.2680323124, output_fired_time: 1.1232429743, propagate_forward_time: 65.8480911255, propagate_backward_time: 136.2724456787, weight_update_time: 0.1860689819, other_time: 2.9797210693
epoch time: 14.2496957779s, input_fired_time: 0.2718335390, output_fired_time: 0.0000000000, propagate_forward_time: 13.4174737930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5603885651
validation[          , genome  7061] predictions:    9777/  10000 (97.77%), best:    9814/10000 (98.14%), error:       735.36371, best error:       641.47803 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 209.6221771240s, input_fired_time: 2.3254559040, output_fired_time: 1.1529531479, propagate_forward_time: 66.0396881104, propagate_backward_time: 137.1165161133, weight_update_time: 0.1875686496, other_time: 2.9875640869
epoch time: 13.0120353699s, input_fired_time: 0.2546041608, output_fired_time: 0.0000000000, propagate_forward_time: 12.2501125336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073184967
validation[          , genome  7061] predictions:    9787/  10000 (97.87%), best:    9814/10000 (98.14%), error:       688.83398, best error:       641.47803 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 210.4974822998s, input_fired_time: 2.3406746387, output_fired_time: 1.1421979666, propagate_forward_time: 66.6010437012, propagate_backward_time: 137.3710327148, weight_update_time: 0.1892609894, other_time: 3.0425415039
epoch time: 15.0438165665s, input_fired_time: 0.2898439169, output_fired_time: 0.0000000000, propagate_forward_time: 14.1745910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793819427
validation[          , genome  7061] predictions:    9798/  10000 (97.98%), best:    9814/10000 (98.14%), error:       665.40521, best error:       641.47803 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 208.9395904541s, input_fired_time: 2.2245671749, output_fired_time: 1.1404060125, propagate_forward_time: 65.3656005859, propagate_backward_time: 137.1989593506, weight_update_time: 0.1857696772, other_time: 3.0100555420
epoch time: 16.5544910431s, input_fired_time: 0.3200083673, output_fired_time: 0.0000000000, propagate_forward_time: 15.6061315536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283502579
validation[          , genome  7061] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       675.92487, best error:       641.47803 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 200.0673217773s, input_fired_time: 2.2079176903, output_fired_time: 1.0957095623, propagate_forward_time: 63.0437278748, propagate_backward_time: 130.8193511963, weight_update_time: 0.1753059626, other_time: 2.9006195068
epoch time: 15.1919097900s, input_fired_time: 0.2936181128, output_fired_time: 0.0000000000, propagate_forward_time: 14.3014240265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968675613
validation[          , genome  7061] predictions:    9758/  10000 (97.58%), best:    9814/10000 (98.14%), error:       765.98834, best error:       641.47803 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 206.3708190918s, input_fired_time: 2.2212719917, output_fired_time: 1.1161504984, propagate_forward_time: 64.8808059692, propagate_backward_time: 135.1847381592, weight_update_time: 0.1834632754, other_time: 2.9678497314
epoch time: 13.7335805893s, input_fired_time: 0.2573632896, output_fired_time: 0.0000000000, propagate_forward_time: 12.9410934448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351238251
validation[          , genome  7061] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       741.63184, best error:       641.47803 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 207.3009338379s, input_fired_time: 2.2586693764, output_fired_time: 1.1385711432, propagate_forward_time: 65.2238769531, propagate_backward_time: 135.6941833496, weight_update_time: 0.1815660596, other_time: 2.9856414795
epoch time: 13.2858057022s, input_fired_time: 0.2557340562, output_fired_time: 0.0000000000, propagate_forward_time: 12.5051031113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249681473
validation[          , genome  7061] predictions:    9732/  10000 (97.32%), best:    9814/10000 (98.14%), error:       850.42310, best error:       641.47803 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 203.9038238525s, input_fired_time: 2.2113692760, output_fired_time: 1.1099975109, propagate_forward_time: 64.1958847046, propagate_backward_time: 133.4302062988, weight_update_time: 0.1855721027, other_time: 2.9563598633
epoch time: 13.4190397263s, input_fired_time: 0.2627768815, output_fired_time: 0.0000000000, propagate_forward_time: 12.6341314316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221309662
validation[          , genome  7061] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       634.22986, best error:       634.22986 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 192.2289276123s, input_fired_time: 2.1113767624, output_fired_time: 1.0457720757, propagate_forward_time: 60.5715370178, propagate_backward_time: 125.7213973999, weight_update_time: 0.1688488275, other_time: 2.7788467407
epoch time: 14.2232017517s, input_fired_time: 0.2776374221, output_fired_time: 0.0000000000, propagate_forward_time: 13.3934097290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521545410
validation[          , genome  7061] predictions:    9762/  10000 (97.62%), best:    9807/10000 (98.07%), error:       769.33606, best error:       634.22986 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 217.0744171143s, input_fired_time: 2.3941087723, output_fired_time: 1.1816092730, propagate_forward_time: 68.3462142944, propagate_backward_time: 142.0368652344, weight_update_time: 0.1926312745, other_time: 3.1156311035
epoch time: 13.4949827194s, input_fired_time: 0.2513973713, output_fired_time: 0.0000000000, propagate_forward_time: 12.7222003937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213851929
validation[          , genome  7061] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       749.45703, best error:       634.22986 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 206.4940490723s, input_fired_time: 2.2004582882, output_fired_time: 1.1400035620, propagate_forward_time: 64.8664703369, propagate_backward_time: 135.3153228760, weight_update_time: 0.1821273118, other_time: 2.9718017578
epoch time: 14.2355041504s, input_fired_time: 0.2791615427, output_fired_time: 0.0000000000, propagate_forward_time: 13.4010066986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553359985
validation[          , genome  7061] predictions:    9768/  10000 (97.68%), best:    9807/10000 (98.07%), error:       700.31769, best error:       634.22986 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 206.8337860107s, input_fired_time: 2.2299995422, output_fired_time: 1.1203875542, propagate_forward_time: 64.7600860596, propagate_backward_time: 135.6924743652, weight_update_time: 0.1902040690, other_time: 3.0308380127
epoch time: 14.0484390259s, input_fired_time: 0.2762952447, output_fired_time: 0.0000000000, propagate_forward_time: 13.2255887985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465545654
validation[          , genome  7061] predictions:    9783/  10000 (97.83%), best:    9807/10000 (98.07%), error:       706.08533, best error:       634.22986 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 201.2104492188s, input_fired_time: 2.1965279579, output_fired_time: 1.1128430367, propagate_forward_time: 63.1094436646, propagate_backward_time: 131.8214569092, weight_update_time: 0.1792822480, other_time: 2.9701690674
epoch time: 13.3800802231s, input_fired_time: 0.2586666346, output_fired_time: 0.0000000000, propagate_forward_time: 12.5836582184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377550125
validation[          , genome  7061] predictions:    9753/  10000 (97.53%), best:    9807/10000 (98.07%), error:       790.48468, best error:       634.22986 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 215.5371704102s, input_fired_time: 2.3718159199, output_fired_time: 1.1699484587, propagate_forward_time: 67.8722152710, propagate_backward_time: 140.9934692383, weight_update_time: 0.1901560575, other_time: 3.1297302246
epoch time: 13.2906160355s, input_fired_time: 0.2642994821, output_fired_time: 0.0000000000, propagate_forward_time: 12.4836044312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427122116
validation[          , genome  7061] predictions:    9784/  10000 (97.84%), best:    9807/10000 (98.07%), error:       702.44080, best error:       634.22986 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 208.6231079102s, input_fired_time: 2.2705874443, output_fired_time: 1.1492766142, propagate_forward_time: 65.4008178711, propagate_backward_time: 136.7544860840, weight_update_time: 0.1852786988, other_time: 3.0479431152
epoch time: 14.3798580170s, input_fired_time: 0.2807609439, output_fired_time: 0.0000000000, propagate_forward_time: 13.5258998871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731973648
validation[          , genome  7061] predictions:    9768/  10000 (97.68%), best:    9807/10000 (98.07%), error:       756.14618, best error:       634.22986 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 204.2003784180s, input_fired_time: 2.1956326962, output_fired_time: 1.1142517328, propagate_forward_time: 63.9028625488, propagate_backward_time: 134.0019378662, weight_update_time: 0.1879451722, other_time: 2.9856872559
epoch time: 13.4959001541s, input_fired_time: 0.2657248974, output_fired_time: 0.0000000000, propagate_forward_time: 12.6880273819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421476364
validation[          , genome  7061] predictions:    9721/  10000 (97.21%), best:    9807/10000 (98.07%), error:       830.13989, best error:       634.22986 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 203.4061584473s, input_fired_time: 2.2444322109, output_fired_time: 1.1005139351, propagate_forward_time: 63.9626426697, propagate_backward_time: 133.1267395020, weight_update_time: 0.1785817742, other_time: 2.9718322754
epoch time: 13.2511634827s, input_fired_time: 0.2581690550, output_fired_time: 0.0000000000, propagate_forward_time: 12.4672241211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257701874
validation[          , genome  7061] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       653.79987, best error:       634.22986 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 205.5361785889s, input_fired_time: 2.2416987419, output_fired_time: 1.1153374910, propagate_forward_time: 64.5368347168, propagate_backward_time: 134.6826019287, weight_update_time: 0.1812445521, other_time: 2.9597015381
epoch time: 13.1916999817s, input_fired_time: 0.2494817674, output_fired_time: 0.0000000000, propagate_forward_time: 12.4297065735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125112534
validation[          , genome  7061] predictions:    9729/  10000 (97.29%), best:    9807/10000 (98.07%), error:       877.45599, best error:       634.22986 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 190.5137329102s, input_fired_time: 2.1188013554, output_fired_time: 1.0439347029, propagate_forward_time: 60.1753845215, propagate_backward_time: 124.4275512695, weight_update_time: 0.1694173515, other_time: 2.7480621338
epoch time: 12.3742418289s, input_fired_time: 0.2386400253, output_fired_time: 0.0000000000, propagate_forward_time: 11.6504096985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851922989
validation[          , genome  7061] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       678.80634, best error:       634.22986 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 201.0372924805s, input_fired_time: 2.1913199425, output_fired_time: 1.0859876871, propagate_forward_time: 63.3652191162, propagate_backward_time: 131.5238342285, weight_update_time: 0.1806907207, other_time: 2.8709411621
epoch time: 12.4830179214s, input_fired_time: 0.2385821193, output_fired_time: 0.0000000000, propagate_forward_time: 11.7510490417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933872223
validation[          , genome  7061] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       650.82172, best error:       634.22986 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 198.9510192871s, input_fired_time: 2.2320518494, output_fired_time: 1.0631252527, propagate_forward_time: 63.1575164795, propagate_backward_time: 129.6488342285, weight_update_time: 0.1721168160, other_time: 2.8494873047
epoch time: 15.1886949539s, input_fired_time: 0.2976325154, output_fired_time: 0.0000000000, propagate_forward_time: 14.3074350357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836277008
validation[          , genome  7061] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       719.90802, best error:       634.22986 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 193.7763519287s, input_fired_time: 2.1155245304, output_fired_time: 1.0636522770, propagate_forward_time: 61.1953392029, propagate_backward_time: 126.6282043457, weight_update_time: 0.1678901315, other_time: 2.7736206055
epoch time: 13.1468486786s, input_fired_time: 0.2520957291, output_fired_time: 0.0000000000, propagate_forward_time: 12.3806314468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141210556
validation[          , genome  7061] predictions:    9744/  10000 (97.44%), best:    9807/10000 (98.07%), error:       803.72119, best error:       634.22986 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 180.8399505615s, input_fired_time: 1.9705944061, output_fired_time: 0.9851000905, propagate_forward_time: 57.2326278687, propagate_backward_time: 118.0355529785, weight_update_time: 0.1584811360, other_time: 2.6160659790
epoch time: 12.2162504196s, input_fired_time: 0.2310801744, output_fired_time: 0.0000000000, propagate_forward_time: 11.5104122162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747581482
validation[          , genome  7061] predictions:    9742/  10000 (97.42%), best:    9807/10000 (98.07%), error:       829.79327, best error:       634.22986 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 186.9856414795s, input_fired_time: 2.0530383587, output_fired_time: 1.0169190168, propagate_forward_time: 59.1161384583, propagate_backward_time: 122.1059188843, weight_update_time: 0.1683346331, other_time: 2.6936264038
epoch time: 13.1977396011s, input_fired_time: 0.2631565630, output_fired_time: 0.0000000000, propagate_forward_time: 12.4158906937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186920166
validation[          , genome  7061] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       663.47974, best error:       634.22986 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 202.6976470947s, input_fired_time: 2.2383680344, output_fired_time: 1.0982838869, propagate_forward_time: 63.9706192017, propagate_backward_time: 132.4520568848, weight_update_time: 0.1781377941, other_time: 2.9383239746
epoch time: 13.1387681961s, input_fired_time: 0.2617062032, output_fired_time: 0.0000000000, propagate_forward_time: 12.3483181000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287437439
validation[          , genome  7061] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       674.87170, best error:       634.22986 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 196.1682739258s, input_fired_time: 2.2379674911, output_fired_time: 1.0481493473, propagate_forward_time: 62.1825485229, propagate_backward_time: 127.8055419922, weight_update_time: 0.1669635326, other_time: 2.8940734863
epoch time: 13.0472984314s, input_fired_time: 0.2590698898, output_fired_time: 0.0000000000, propagate_forward_time: 12.2653598785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228691101
validation[          , genome  7061] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       617.99689, best error:       617.99689 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 193.3510742188s, input_fired_time: 2.2134308815, output_fired_time: 1.0397285223, propagate_forward_time: 61.0844573975, propagate_backward_time: 126.1308593750, weight_update_time: 0.1687874198, other_time: 2.8825988770
epoch time: 13.0158195496s, input_fired_time: 0.2556021810, output_fired_time: 0.0000000000, propagate_forward_time: 12.2261524200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340652466
validation[          , genome  7061] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       684.20087, best error:       617.99689 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 182.5655364990s, input_fired_time: 2.0386557579, output_fired_time: 0.9752082229, propagate_forward_time: 57.7764663696, propagate_backward_time: 119.0927429199, weight_update_time: 0.1600036919, other_time: 2.6824722290
epoch time: 10.2809801102s, input_fired_time: 0.1947090626, output_fired_time: 0.0000000000, propagate_forward_time: 9.6796293259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066419601
validation[          , genome  7061] predictions:    9780/  10000 (97.80%), best:    9811/10000 (98.11%), error:       743.63293, best error:       617.99689 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 193.9544982910s, input_fired_time: 2.1621506214, output_fired_time: 1.0454170704, propagate_forward_time: 61.3420104980, propagate_backward_time: 126.5966262817, weight_update_time: 0.1640810370, other_time: 2.8082962036
epoch time: 12.9506330490s, input_fired_time: 0.2538621724, output_fired_time: 0.0000000000, propagate_forward_time: 12.1798334122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169372559
validation[          , genome  7061] predictions:    9733/  10000 (97.33%), best:    9811/10000 (98.11%), error:       864.55676, best error:       617.99689 on epoch:    97, 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: 63.3077049255s, input_fired_time: 1.2479441166, output_fired_time: 0.0000000000, propagate_forward_time: 59.5465431213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5132179260
best training[          , genome  7061] predictions:   49889/  50000 (99.78%), best:    9811/10000 (98.11%), error:       696.24072, best error:       617.99689 on epoch:    97, 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: 12.0651931763s, input_fired_time: 0.2337359190, output_fired_time: 0.0000000000, propagate_forward_time: 11.3569717407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744853973
   testing[          , genome  7061] predictions:    9819/  10000 (98.19%), best:    9811/10000 (98.11%), error:       568.20050, best error:       617.99689 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:57:50 (2728): called boinc_finish(0)

</stderr_txt>
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