Nameexact_genome_1512568488_43_7112_0
Workunit2606858
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:03:26 UTC
Report deadline16 Dec 2017, 19:02:47 UTC
Received8 Dec 2017, 21:24:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62282
Run time9 hours 58 min 48 sec
CPU time3 hours 40 min 26 sec
Validate stateValid
Credit2,197.81
Device peak FLOPS2.25 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.88 MB
Peak swap size151.41 MB
Peak disk usage2.01 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
  14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 243.9742736816s, input_fired_time: 2.5682992935, output_fired_time: 1.6700266600, propagate_forward_time: 97.5863723755, propagate_backward_time: 135.6161499023, weight_update_time: 0.3484621942, other_time: 6.5334167480
epoch time: 10.1751165390s, input_fired_time: 0.1479595900, output_fired_time: 0.0000000000, propagate_forward_time: 9.4295129776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976438522
validation[          , genome  7112] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       840.78418, best error:       840.78418 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 216.7451934814s, input_fired_time: 2.2157132626, output_fired_time: 2.0892951488, propagate_forward_time: 84.5779113770, propagate_backward_time: 121.8008804321, weight_update_time: 0.3464532197, other_time: 6.0613937378
epoch time: 10.1764574051s, input_fired_time: 0.1469410807, output_fired_time: 0.0000000000, propagate_forward_time: 9.4318284988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976877213
validation[          , genome  7112] predictions:    9679/  10000 (96.79%), best:    9746/10000 (97.46%), error:      1059.03540, best error:       840.78418 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 388.6911926270s, input_fired_time: 4.5008745193, output_fired_time: 3.0140228271, propagate_forward_time: 151.2984924316, propagate_backward_time: 221.3634948730, weight_update_time: 0.3284058571, other_time: 8.5142822266
epoch time: 97.8543395996s, input_fired_time: 0.5250585079, output_fired_time: 0.0000000000, propagate_forward_time: 92.2886581421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.0406265259
validation[          , genome  7112] predictions:    9702/  10000 (97.02%), best:    9746/10000 (97.46%), error:       949.15363, best error:       840.78418 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 154.1765594482s, input_fired_time: 1.8863314390, output_fired_time: 1.8366625309, propagate_forward_time: 58.9509735107, propagate_backward_time: 87.6656646729, weight_update_time: 0.1877199113, other_time: 3.8369140625
epoch time: 98.0555801392s, input_fired_time: 1.0776894093, output_fired_time: 0.0000000000, propagate_forward_time: 91.3854370117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5924530029
validation[          , genome  7112] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       802.03088, best error:       802.03088 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 288.1083068848s, input_fired_time: 1.9933358431, output_fired_time: 2.0538089275, propagate_forward_time: 116.7787857056, propagate_backward_time: 160.7556610107, weight_update_time: 0.2817352712, other_time: 6.5267181396
epoch time: 13.8465414047s, input_fired_time: 0.2144057304, output_fired_time: 0.0000000000, propagate_forward_time: 12.5780754089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0540599823
validation[          , genome  7112] predictions:    9750/  10000 (97.50%), best:    9749/10000 (97.49%), error:       868.30554, best error:       802.03088 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 352.0108032227s, input_fired_time: 3.3672902584, output_fired_time: 2.9499962330, propagate_forward_time: 135.4746551514, propagate_backward_time: 201.8573150635, weight_update_time: 0.4430907071, other_time: 8.3615722656
epoch time: 20.4488811493s, input_fired_time: 0.1491204649, output_fired_time: 0.0000000000, propagate_forward_time: 18.8714923859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4282684326
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9749/10000 (97.49%), error:       907.66296, best error:       802.03088 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 205.2374572754s, input_fired_time: 1.5150213242, output_fired_time: 2.5177562237, propagate_forward_time: 81.1183471680, propagate_backward_time: 116.4579925537, weight_update_time: 0.2593352497, other_time: 3.6283416748
epoch time: 10.2196235657s, input_fired_time: 0.1488393545, output_fired_time: 0.0000000000, propagate_forward_time: 9.4709196091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998649597
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9749/10000 (97.49%), error:       829.57318, best error:       802.03088 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 372.4210205078s, input_fired_time: 5.3795981407, output_fired_time: 4.6017184258, propagate_forward_time: 145.1856689453, propagate_backward_time: 206.1629486084, weight_update_time: 0.6954921484, other_time: 11.0910797119
epoch time: 45.6339912415s, input_fired_time: 0.6231208444, output_fired_time: 0.0000000000, propagate_forward_time: 41.5995597839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4113121033
validation[          , genome  7112] predictions:    9669/  10000 (96.69%), best:    9749/10000 (97.49%), error:      1073.37964, best error:       802.03088 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 274.2180175781s, input_fired_time: 1.8283159733, output_fired_time: 1.5690178871, propagate_forward_time: 109.8722229004, propagate_backward_time: 154.1446075439, weight_update_time: 0.7878327370, other_time: 6.8038482666
epoch time: 10.1966524124s, input_fired_time: 0.1502387822, output_fired_time: 0.0000000000, propagate_forward_time: 9.4417467117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046667099
validation[          , genome  7112] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       828.00739, best error:       802.03088 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 289.4967651367s, input_fired_time: 2.7066426277, output_fired_time: 2.2617051601, propagate_forward_time: 118.8120346069, propagate_backward_time: 157.5566406250, weight_update_time: 0.3823263943, other_time: 8.1597290039
epoch time: 48.7399368286s, input_fired_time: 0.2465188503, output_fired_time: 0.0000000000, propagate_forward_time: 45.4000930786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0933265686
validation[          , genome  7112] predictions:    9726/  10000 (97.26%), best:    9749/10000 (97.49%), error:       918.83112, best error:       802.03088 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 245.0304718018s, input_fired_time: 3.0308790207, output_fired_time: 1.7934576273, propagate_forward_time: 96.2513275146, propagate_backward_time: 137.3215026855, weight_update_time: 0.2959769070, other_time: 6.6333007813
epoch time: 128.4419250488s, input_fired_time: 1.5018041134, output_fired_time: 0.0000000000, propagate_forward_time: 114.3418273926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.5982971191
validation[          , genome  7112] predictions:    9746/  10000 (97.46%), best:    9749/10000 (97.49%), error:       835.27576, best error:       802.03088 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 229.5870056152s, input_fired_time: 1.8820545673, output_fired_time: 2.0245399475, propagate_forward_time: 87.1958694458, propagate_backward_time: 132.2890930176, weight_update_time: 0.1850855350, other_time: 6.1954650879
epoch time: 22.1278514862s, input_fired_time: 0.1485107839, output_fired_time: 0.0000000000, propagate_forward_time: 21.3138370514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655044556
validation[          , genome  7112] predictions:    9721/  10000 (97.21%), best:    9749/10000 (97.49%), error:       910.29449, best error:       802.03088 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 365.9324340820s, input_fired_time: 3.8683185577, output_fired_time: 4.4070205688, propagate_forward_time: 140.7733764648, propagate_backward_time: 203.3162078857, weight_update_time: 0.6187966466, other_time: 13.5675201416
epoch time: 10.2480039597s, input_fired_time: 0.1495202482, output_fired_time: 0.0000000000, propagate_forward_time: 9.4937906265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046934128
validation[          , genome  7112] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       910.31506, best error:       802.03088 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 235.3592224121s, input_fired_time: 1.9353296757, output_fired_time: 1.5714125633, propagate_forward_time: 93.9232559204, propagate_backward_time: 130.8525238037, weight_update_time: 0.2498118430, other_time: 7.0767059326
epoch time: 10.4827356339s, input_fired_time: 0.1488004625, output_fired_time: 0.0000000000, propagate_forward_time: 9.5968561172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7370786667
validation[          , genome  7112] predictions:    9767/  10000 (97.67%), best:    9749/10000 (97.49%), error:       810.80524, best error:       802.03088 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 248.9014892578s, input_fired_time: 2.7000401020, output_fired_time: 2.5094914436, propagate_forward_time: 99.5228424072, propagate_backward_time: 137.7469177246, weight_update_time: 0.3159039915, other_time: 6.4221954346
epoch time: 18.9322090149s, input_fired_time: 0.2131788880, output_fired_time: 0.0000000000, propagate_forward_time: 17.5728664398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1461639404
validation[          , genome  7112] predictions:    9753/  10000 (97.53%), best:    9749/10000 (97.49%), error:       834.17456, best error:       802.03088 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 288.9151916504s, input_fired_time: 2.9949367046, output_fired_time: 2.5179724693, propagate_forward_time: 113.4519577026, propagate_backward_time: 161.8368530273, weight_update_time: 0.3905091882, other_time: 8.1134643555
epoch time: 54.3048782349s, input_fired_time: 0.3796762526, output_fired_time: 0.0000000000, propagate_forward_time: 52.1509170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7742843628
validation[          , genome  7112] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       866.73346, best error:       802.03088 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 126.8363265991s, input_fired_time: 1.2221698761, output_fired_time: 1.1236373186, propagate_forward_time: 51.5402870178, propagate_backward_time: 69.3331069946, weight_update_time: 0.1848977804, other_time: 3.6171340942
epoch time: 201.6850433350s, input_fired_time: 2.9515571594, output_fired_time: 0.0000000000, propagate_forward_time: 187.8303833008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.9031066895
validation[          , genome  7112] predictions:    9734/  10000 (97.34%), best:    9749/10000 (97.49%), error:       836.88654, best error:       802.03088 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.6089477539s, input_fired_time: 1.4704617262, output_fired_time: 1.5375884771, propagate_forward_time: 58.3152961731, propagate_backward_time: 83.9977569580, weight_update_time: 0.1849413812, other_time: 4.2878570557
epoch time: 187.4227600098s, input_fired_time: 1.0368458033, output_fired_time: 0.0000000000, propagate_forward_time: 174.5554504395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.8304595947
validation[          , genome  7112] predictions:    9730/  10000 (97.30%), best:    9749/10000 (97.49%), error:       879.72980, best error:       802.03088 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 140.7092590332s, input_fired_time: 1.2198183537, output_fired_time: 1.1208024025, propagate_forward_time: 61.5128746033, propagate_backward_time: 72.3715209961, weight_update_time: 0.1853542328, other_time: 4.4842376709
epoch time: 41.7616271973s, input_fired_time: 0.3731579781, output_fired_time: 0.0000000000, propagate_forward_time: 38.5099258423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8785438538
validation[          , genome  7112] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       713.60101, best error:       713.60101 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 280.8299865723s, input_fired_time: 1.9876900911, output_fired_time: 2.1754333973, propagate_forward_time: 117.8013687134, propagate_backward_time: 152.6095581055, weight_update_time: 0.3226578534, other_time: 6.2559204102
epoch time: 77.0759429932s, input_fired_time: 0.1487129927, output_fired_time: 0.0000000000, propagate_forward_time: 74.7794952393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1477355957
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       882.69104, best error:       713.60101 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 445.8204345703s, input_fired_time: 3.5549094677, output_fired_time: 4.3158769608, propagate_forward_time: 185.9095306396, propagate_backward_time: 239.4176177979, weight_update_time: 0.3795528114, other_time: 12.6224975586
epoch time: 10.1932325363s, input_fired_time: 0.1491985619, output_fired_time: 0.0000000000, propagate_forward_time: 9.4365749359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6074590683
validation[          , genome  7112] predictions:    9683/  10000 (96.83%), best:    9787/10000 (97.87%), error:      1019.39099, best error:       713.60101 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 305.0386047363s, input_fired_time: 2.0354051590, output_fired_time: 2.4121921062, propagate_forward_time: 123.0366668701, propagate_backward_time: 170.9332122803, weight_update_time: 0.2211953849, other_time: 6.6211242676
epoch time: 11.9976396561s, input_fired_time: 0.1810029745, output_fired_time: 0.0000000000, propagate_forward_time: 11.1409387589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6756982803
validation[          , genome  7112] predictions:    9713/  10000 (97.13%), best:    9787/10000 (97.87%), error:       936.67090, best error:       713.60101 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.6924819946s, input_fired_time: 1.2225365639, output_fired_time: 1.1241712570, propagate_forward_time: 47.1865539551, propagate_backward_time: 67.8374328613, weight_update_time: 0.1851913333, other_time: 3.3217926025
epoch time: 218.7007598877s, input_fired_time: 3.1030750275, output_fired_time: 0.0000000000, propagate_forward_time: 203.5427856445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.0549011230
validation[          , genome  7112] predictions:    9775/  10000 (97.75%), best:    9787/10000 (97.87%), error:       761.46399, best error:       713.60101 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 257.3335876465s, input_fired_time: 2.2975764275, output_fired_time: 2.5631122589, propagate_forward_time: 103.1632995605, propagate_backward_time: 141.6962585449, weight_update_time: 0.3486534059, other_time: 7.6133422852
epoch time: 19.0618743896s, input_fired_time: 0.1492212415, output_fired_time: 0.0000000000, propagate_forward_time: 16.5863227844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3263301849
validation[          , genome  7112] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       689.92517, best error:       689.92517 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 376.3485412598s, input_fired_time: 3.2284550667, output_fired_time: 4.0406522751, propagate_forward_time: 154.6318511963, propagate_backward_time: 205.1916961670, weight_update_time: 0.5134968758, other_time: 9.2558898926
epoch time: 10.3461055756s, input_fired_time: 0.1502785087, output_fired_time: 0.0000000000, propagate_forward_time: 9.5937843323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020431519
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9793/10000 (97.93%), error:       867.70447, best error:       689.92517 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 278.1281433105s, input_fired_time: 2.5837121010, output_fired_time: 2.1575167179, propagate_forward_time: 117.5647125244, propagate_backward_time: 148.3717346191, weight_update_time: 0.3496618271, other_time: 7.4504547119
epoch time: 135.4091644287s, input_fired_time: 3.4231390953, output_fired_time: 0.0000000000, propagate_forward_time: 121.1749496460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.8110733032
validation[          , genome  7112] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       837.74695, best error:       689.92517 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 264.3129272461s, input_fired_time: 2.4740109444, output_fired_time: 2.7544329166, propagate_forward_time: 107.6782226563, propagate_backward_time: 144.9821624756, weight_update_time: 0.3150579333, other_time: 6.4241180420
epoch time: 18.2531299591s, input_fired_time: 0.2219962031, output_fired_time: 0.0000000000, propagate_forward_time: 16.9420204163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0891132355
validation[          , genome  7112] predictions:    9766/  10000 (97.66%), best:    9793/10000 (97.93%), error:       768.62561, best error:       689.92517 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 266.3552551270s, input_fired_time: 1.8617802858, output_fired_time: 1.7816240788, propagate_forward_time: 114.2196655273, propagate_backward_time: 142.0269165039, weight_update_time: 0.3569386005, other_time: 6.4652709961
epoch time: 20.9676799774s, input_fired_time: 0.1516911536, output_fired_time: 0.0000000000, propagate_forward_time: 19.9036045074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9123840332
validation[          , genome  7112] predictions:    9755/  10000 (97.55%), best:    9793/10000 (97.93%), error:       801.19470, best error:       689.92517 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 261.4658203125s, input_fired_time: 2.9024641514, output_fired_time: 2.2670910358, propagate_forward_time: 103.7055206299, propagate_backward_time: 145.6951141357, weight_update_time: 0.6278115511, other_time: 6.8956298828
epoch time: 35.7825317383s, input_fired_time: 0.4665854573, output_fired_time: 0.0000000000, propagate_forward_time: 33.7595863342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5563583374
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       821.04883, best error:       689.92517 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 158.7782592773s, input_fired_time: 1.4771012068, output_fired_time: 1.7824712992, propagate_forward_time: 61.4392204285, propagate_backward_time: 89.8852767944, weight_update_time: 0.1857090890, other_time: 4.1941909790
epoch time: 131.9693145752s, input_fired_time: 3.1338849068, output_fired_time: 0.0000000000, propagate_forward_time: 123.0322418213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.8031921387
validation[          , genome  7112] predictions:    9788/  10000 (97.88%), best:    9793/10000 (97.93%), error:       717.60828, best error:       689.92517 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 169.2763519287s, input_fired_time: 1.5032927990, output_fired_time: 1.2679281235, propagate_forward_time: 69.2680282593, propagate_backward_time: 93.5985565186, weight_update_time: 0.1854094863, other_time: 3.6385421753
epoch time: 10.8548593521s, input_fired_time: 0.1492578387, output_fired_time: 0.0000000000, propagate_forward_time: 10.1029796600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026220322
validation[          , genome  7112] predictions:    9774/  10000 (97.74%), best:    9793/10000 (97.93%), error:       754.39966, best error:       689.92517 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 120.3346252441s, input_fired_time: 1.2211611271, output_fired_time: 1.1160331964, propagate_forward_time: 47.0330963135, propagate_backward_time: 67.6973648071, weight_update_time: 0.1848803312, other_time: 3.2669677734
epoch time: 89.9703979492s, input_fired_time: 0.3742634654, output_fired_time: 0.0000000000, propagate_forward_time: 76.2745285034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.3216094971
validation[          , genome  7112] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       718.30963, best error:       689.92517 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 171.5321960449s, input_fired_time: 1.3783013821, output_fired_time: 1.4753568172, propagate_forward_time: 74.2557067871, propagate_backward_time: 89.8615417480, weight_update_time: 0.2179551274, other_time: 4.5612945557
epoch time: 10.1739568710s, input_fired_time: 0.1473938376, output_fired_time: 0.0000000000, propagate_forward_time: 9.4342508316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5923118591
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       791.92450, best error:       689.92517 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 238.9533691406s, input_fired_time: 2.0571811199, output_fired_time: 1.7296347618, propagate_forward_time: 99.2655181885, propagate_backward_time: 130.3231048584, weight_update_time: 0.4423465133, other_time: 5.5779418945
epoch time: 10.1678056717s, input_fired_time: 0.1483904421, output_fired_time: 0.0000000000, propagate_forward_time: 9.4261474609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932674408
validation[          , genome  7112] predictions:    9746/  10000 (97.46%), best:    9793/10000 (97.93%), error:       822.26904, best error:       689.92517 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 237.9076995850s, input_fired_time: 1.6526017189, output_fired_time: 1.5636923313, propagate_forward_time: 100.9529266357, propagate_backward_time: 127.9979248047, weight_update_time: 0.1859197319, other_time: 5.7405548096
epoch time: 37.7812881470s, input_fired_time: 0.5389361382, output_fired_time: 0.0000000000, propagate_forward_time: 35.3374595642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9048919678
validation[          , genome  7112] predictions:    9790/  10000 (97.90%), best:    9793/10000 (97.93%), error:       742.86920, best error:       689.92517 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 251.2541351318s, input_fired_time: 2.0912938118, output_fired_time: 2.0002703667, propagate_forward_time: 96.2951583862, propagate_backward_time: 143.5749053955, weight_update_time: 0.4875020981, other_time: 7.2924957275
epoch time: 97.5227050781s, input_fired_time: 4.0808691978, output_fired_time: 0.0000000000, propagate_forward_time: 87.2040176392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2378158569
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9793/10000 (97.93%), error:       955.09344, best error:       689.92517 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 134.1990509033s, input_fired_time: 1.2216396332, output_fired_time: 1.1199853420, propagate_forward_time: 53.8717651367, propagate_backward_time: 74.0765304565, weight_update_time: 0.1853287071, other_time: 3.9091415405
epoch time: 100.9000473022s, input_fired_time: 2.6370031834, output_fired_time: 0.0000000000, propagate_forward_time: 90.7361984253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.5268478394
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9793/10000 (97.93%), error:       870.04297, best error:       689.92517 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 121.5594482422s, input_fired_time: 1.2337776423, output_fired_time: 1.1309187412, propagate_forward_time: 47.5746116638, propagate_backward_time: 68.3050613403, weight_update_time: 0.1894711703, other_time: 3.3150711060
epoch time: 14.1795425415s, input_fired_time: 0.1501488388, output_fired_time: 0.0000000000, propagate_forward_time: 12.8427114487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1866827011
validation[          , genome  7112] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       721.76050, best error:       689.92517 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 124.9561843872s, input_fired_time: 1.2285239697, output_fired_time: 1.1281024218, propagate_forward_time: 50.4008560181, propagate_backward_time: 68.7209625244, weight_update_time: 0.1858933270, other_time: 3.4777374268
epoch time: 10.1677837372s, input_fired_time: 0.1498956680, output_fired_time: 0.0000000000, propagate_forward_time: 9.4233903885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944976807
validation[          , genome  7112] predictions:    9752/  10000 (97.52%), best:    9793/10000 (97.93%), error:       874.14966, best error:       689.92517 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 205.6233825684s, input_fired_time: 1.4538570642, output_fired_time: 1.5639594793, propagate_forward_time: 84.4367141724, propagate_backward_time: 114.0415725708, weight_update_time: 0.2185563445, other_time: 4.1272735596
epoch time: 188.0574340820s, input_fired_time: 3.1591551304, output_fired_time: 0.0000000000, propagate_forward_time: 178.8167877197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.0814971924
validation[          , genome  7112] predictions:    9714/  10000 (97.14%), best:    9793/10000 (97.93%), error:       926.20959, best error:       689.92517 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 270.3635864258s, input_fired_time: 2.7607545853, output_fired_time: 1.8714722395, propagate_forward_time: 108.4692764282, propagate_backward_time: 150.1050720215, weight_update_time: 0.1861074418, other_time: 7.1570434570
epoch time: 81.3573760986s, input_fired_time: 2.5302143097, output_fired_time: 0.0000000000, propagate_forward_time: 75.4018249512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4253387451
validation[          , genome  7112] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       724.91687, best error:       689.92517 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 138.8598785400s, input_fired_time: 1.2892410755, output_fired_time: 1.3095761538, propagate_forward_time: 54.3823738098, propagate_backward_time: 77.8735504150, weight_update_time: 0.1855818480, other_time: 4.0051422119
epoch time: 10.1968688965s, input_fired_time: 0.1492092758, output_fired_time: 0.0000000000, propagate_forward_time: 9.4448890686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027708054
validation[          , genome  7112] predictions:    9740/  10000 (97.40%), best:    9793/10000 (97.93%), error:       831.92859, best error:       689.92517 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 303.0944519043s, input_fired_time: 2.5368752480, output_fired_time: 2.7616667747, propagate_forward_time: 128.3350982666, propagate_backward_time: 160.1730499268, weight_update_time: 0.3227163553, other_time: 9.2877807617
epoch time: 12.1942348480s, input_fired_time: 0.2217466384, output_fired_time: 0.0000000000, propagate_forward_time: 11.3092079163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632804871
validation[          , genome  7112] predictions:    9708/  10000 (97.08%), best:    9793/10000 (97.93%), error:       986.20978, best error:       689.92517 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 327.4218139648s, input_fired_time: 11.4968433380, output_fired_time: 3.8468647003, propagate_forward_time: 127.7458114624, propagate_backward_time: 176.4437713623, weight_update_time: 0.3304736614, other_time: 7.8885040283
epoch time: 10.2970809937s, input_fired_time: 0.1490304917, output_fired_time: 0.0000000000, propagate_forward_time: 9.5576305389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904197693
validation[          , genome  7112] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       672.76703, best error:       672.76703 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 300.7288513184s, input_fired_time: 2.7235169411, output_fired_time: 3.3870241642, propagate_forward_time: 118.3571395874, propagate_backward_time: 169.7827606201, weight_update_time: 0.6377622485, other_time: 6.4784088135
epoch time: 10.2310485840s, input_fired_time: 0.1491294354, output_fired_time: 0.0000000000, propagate_forward_time: 9.4840393066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978794098
validation[          , genome  7112] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       686.44812, best error:       672.76703 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 171.9999694824s, input_fired_time: 1.7478022575, output_fired_time: 1.2025557756, propagate_forward_time: 65.2993164063, propagate_backward_time: 98.8058013916, weight_update_time: 0.1862648278, other_time: 4.9444885254
epoch time: 17.4337902069s, input_fired_time: 0.1823429912, output_fired_time: 0.0000000000, propagate_forward_time: 16.4426059723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8088417053
validation[          , genome  7112] predictions:    9763/  10000 (97.63%), best:    9802/10000 (98.02%), error:       788.82251, best error:       672.76703 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 133.1180114746s, input_fired_time: 1.5221203566, output_fired_time: 1.1979812384, propagate_forward_time: 51.5411376953, propagate_backward_time: 75.3905944824, weight_update_time: 0.1856085956, other_time: 3.4661712646
epoch time: 20.4994277954s, input_fired_time: 0.3017780185, output_fired_time: 0.0000000000, propagate_forward_time: 18.8779830933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3196659088
validation[          , genome  7112] predictions:    9736/  10000 (97.36%), best:    9802/10000 (98.02%), error:       873.74622, best error:       672.76703 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 186.0500488281s, input_fired_time: 1.2226212025, output_fired_time: 1.4157247543, propagate_forward_time: 69.1523284912, propagate_backward_time: 109.4989089966, weight_update_time: 0.1848601401, other_time: 4.7604598999
epoch time: 10.1499977112s, input_fired_time: 0.1489831060, output_fired_time: 0.0000000000, propagate_forward_time: 9.4114685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895462036
validation[          , genome  7112] predictions:    9759/  10000 (97.59%), best:    9802/10000 (98.02%), error:       798.66077, best error:       672.76703 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 255.8722991943s, input_fired_time: 1.7926849127, output_fired_time: 1.9000353813, propagate_forward_time: 106.9918212891, propagate_backward_time: 136.9773254395, weight_update_time: 0.8884193301, other_time: 8.2104339600
epoch time: 10.1726608276s, input_fired_time: 0.1492275894, output_fired_time: 0.0000000000, propagate_forward_time: 9.4351119995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883216858
validation[          , genome  7112] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       757.62134, best error:       672.76703 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 319.0118408203s, input_fired_time: 3.0050916672, output_fired_time: 2.9820384979, propagate_forward_time: 122.5891265869, propagate_backward_time: 184.2823486328, weight_update_time: 0.3282451034, other_time: 6.1532440186
epoch time: 132.1636962891s, input_fired_time: 0.4433652759, output_fired_time: 0.0000000000, propagate_forward_time: 126.7855682373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9347686768
validation[          , genome  7112] predictions:    9755/  10000 (97.55%), best:    9802/10000 (98.02%), error:       873.60431, best error:       672.76703 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 120.8007736206s, input_fired_time: 1.2284430265, output_fired_time: 1.1219772100, propagate_forward_time: 47.1075325012, propagate_backward_time: 68.0477981567, weight_update_time: 0.1857915670, other_time: 3.2950210571
epoch time: 15.1820774078s, input_fired_time: 0.1507866532, output_fired_time: 0.0000000000, propagate_forward_time: 13.9896240234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0416669846
validation[          , genome  7112] predictions:    9726/  10000 (97.26%), best:    9802/10000 (98.02%), error:       854.99091, best error:       672.76703 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 207.7438964844s, input_fired_time: 1.9613242149, output_fired_time: 2.0865981579, propagate_forward_time: 81.1760482788, propagate_backward_time: 116.6540527344, weight_update_time: 0.4097069800, other_time: 5.8658828735
epoch time: 36.5736007690s, input_fired_time: 0.8079358935, output_fired_time: 0.0000000000, propagate_forward_time: 33.6901588440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0755043030
validation[          , genome  7112] predictions:    9738/  10000 (97.38%), best:    9802/10000 (98.02%), error:       827.73187, best error:       672.76703 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 262.2657165527s, input_fired_time: 2.6660246849, output_fired_time: 1.5824075937, propagate_forward_time: 101.1176071167, propagate_backward_time: 150.0682678223, weight_update_time: 0.6189841628, other_time: 6.8314208984
epoch time: 175.5772552490s, input_fired_time: 1.1226034164, output_fired_time: 0.0000000000, propagate_forward_time: 163.0170440674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.4376068115
validation[          , genome  7112] predictions:    9786/  10000 (97.86%), best:    9802/10000 (98.02%), error:       723.46771, best error:       672.76703 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.2567443848s, input_fired_time: 1.2347832918, output_fired_time: 1.1271359921, propagate_forward_time: 47.3847961426, propagate_backward_time: 68.1637268066, weight_update_time: 0.1862527579, other_time: 3.3462982178
epoch time: 77.1342544556s, input_fired_time: 1.1073855162, output_fired_time: 0.0000000000, propagate_forward_time: 70.3846435547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.6422271729
validation[          , genome  7112] predictions:    9787/  10000 (97.87%), best:    9802/10000 (98.02%), error:       715.39264, best error:       672.76703 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.8142852783s, input_fired_time: 1.7022905350, output_fired_time: 1.8979505301, propagate_forward_time: 66.8025588989, propagate_backward_time: 92.2601928711, weight_update_time: 0.3152708709, other_time: 5.1512985229
epoch time: 143.8550262451s, input_fired_time: 3.9065470695, output_fired_time: 0.0000000000, propagate_forward_time: 135.5478668213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4006195068
validation[          , genome  7112] predictions:    9797/  10000 (97.97%), best:    9802/10000 (98.02%), error:       701.15753, best error:       672.76703 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 215.2457427979s, input_fired_time: 1.9643284082, output_fired_time: 1.9271149635, propagate_forward_time: 84.0627899170, propagate_backward_time: 121.1466445923, weight_update_time: 0.3472954631, other_time: 6.1448745728
epoch time: 10.1910934448s, input_fired_time: 0.1491606086, output_fired_time: 0.0000000000, propagate_forward_time: 9.4418811798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000518799
validation[          , genome  7112] predictions:    9734/  10000 (97.34%), best:    9802/10000 (98.02%), error:       913.34100, best error:       672.76703 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 318.1645202637s, input_fired_time: 2.5368328094, output_fired_time: 3.0644624233, propagate_forward_time: 133.0868835449, propagate_backward_time: 171.5443420410, weight_update_time: 0.3240503073, other_time: 7.9320068359
epoch time: 42.2755889893s, input_fired_time: 0.4670372903, output_fired_time: 0.0000000000, propagate_forward_time: 39.4151268005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3934249878
validation[          , genome  7112] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       766.43945, best error:       672.76703 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 214.6296691895s, input_fired_time: 1.4442005157, output_fired_time: 1.6431030035, propagate_forward_time: 88.9758453369, propagate_backward_time: 117.4555969238, weight_update_time: 0.1846415401, other_time: 5.1109313965
epoch time: 131.1139068604s, input_fired_time: 5.7134428024, output_fired_time: 0.0000000000, propagate_forward_time: 120.9891738892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4112930298
validation[          , genome  7112] predictions:    9780/  10000 (97.80%), best:    9802/10000 (98.02%), error:       728.42926, best error:       672.76703 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 120.6118621826s, input_fired_time: 1.2280201912, output_fired_time: 1.1228829622, propagate_forward_time: 47.1417160034, propagate_backward_time: 67.7999496460, weight_update_time: 0.1851080656, other_time: 3.3192901611
epoch time: 26.1970024109s, input_fired_time: 0.5678816438, output_fired_time: 0.0000000000, propagate_forward_time: 24.1829242706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4461956024
validation[          , genome  7112] predictions:    9773/  10000 (97.73%), best:    9802/10000 (98.02%), error:       733.94550, best error:       672.76703 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 214.6682281494s, input_fired_time: 2.7455430031, output_fired_time: 1.8623260260, propagate_forward_time: 77.8755187988, propagate_backward_time: 122.9380874634, weight_update_time: 0.1846869886, other_time: 9.2467575073
epoch time: 10.2283506393s, input_fired_time: 0.1489942521, output_fired_time: 0.0000000000, propagate_forward_time: 9.4869556427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924005508
validation[          , genome  7112] predictions:    9763/  10000 (97.63%), best:    9802/10000 (98.02%), error:       801.16339, best error:       672.76703 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 220.3110809326s, input_fired_time: 2.0602009296, output_fired_time: 1.7847489119, propagate_forward_time: 92.3293457031, propagate_backward_time: 117.8784713745, weight_update_time: 0.1843319684, other_time: 6.2583236694
epoch time: 10.1676378250s, input_fired_time: 0.1502132416, output_fired_time: 0.0000000000, propagate_forward_time: 9.4148778915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025466919
validation[          , genome  7112] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       729.09204, best error:       672.76703 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 289.1603698730s, input_fired_time: 2.7913112640, output_fired_time: 2.7198798656, propagate_forward_time: 116.9164428711, propagate_backward_time: 159.3396911621, weight_update_time: 0.5476413369, other_time: 7.3930358887
epoch time: 10.1784582138s, input_fired_time: 0.1498778462, output_fired_time: 0.0000000000, propagate_forward_time: 9.4302463531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983343124
validation[          , genome  7112] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       671.55176, best error:       671.55176 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 227.4985351563s, input_fired_time: 1.3535003662, output_fired_time: 6.8900456429, propagate_forward_time: 93.9168930054, propagate_backward_time: 120.7340850830, weight_update_time: 0.1846577525, other_time: 4.6040115356
epoch time: 53.9615783691s, input_fired_time: 1.0984240770, output_fired_time: 0.0000000000, propagate_forward_time: 49.8054237366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0577316284
validation[          , genome  7112] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       641.24231, best error:       641.24231 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 130.2718353271s, input_fired_time: 1.2317574024, output_fired_time: 1.1982995272, propagate_forward_time: 51.7147979736, propagate_backward_time: 72.7542648315, weight_update_time: 0.1857319921, other_time: 3.3727188110
epoch time: 10.1705799103s, input_fired_time: 0.1493424028, output_fired_time: 0.0000000000, propagate_forward_time: 9.4270172119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5942201614
validation[          , genome  7112] predictions:    9803/  10000 (98.03%), best:    9808/10000 (98.08%), error:       682.17810, best error:       641.24231 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 274.9230346680s, input_fired_time: 2.0290675163, output_fired_time: 2.4860768318, propagate_forward_time: 107.3278045654, propagate_backward_time: 155.8048095703, weight_update_time: 0.2176127881, other_time: 7.2752838135
epoch time: 60.2877159119s, input_fired_time: 1.7964639664, output_fired_time: 0.0000000000, propagate_forward_time: 53.2934188843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1978340149
validation[          , genome  7112] predictions:    9705/  10000 (97.05%), best:    9808/10000 (98.08%), error:       936.84467, best error:       641.24231 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 328.6975097656s, input_fired_time: 2.4319620132, output_fired_time: 3.5320227146, propagate_forward_time: 139.6743316650, propagate_backward_time: 175.3768920898, weight_update_time: 0.2495810241, other_time: 7.6822967529
epoch time: 154.6520080566s, input_fired_time: 1.4081981182, output_fired_time: 0.0000000000, propagate_forward_time: 144.9347534180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3090515137
validation[          , genome  7112] predictions:    9733/  10000 (97.33%), best:    9808/10000 (98.08%), error:       839.10242, best error:       641.24231 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 183.3831787109s, input_fired_time: 2.0256998539, output_fired_time: 2.4227478504, propagate_forward_time: 72.6393585205, propagate_backward_time: 100.6114730835, weight_update_time: 0.3270840347, other_time: 5.6839065552
epoch time: 10.1733884811s, input_fired_time: 0.1500869840, output_fired_time: 0.0000000000, propagate_forward_time: 9.4298019409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934991837
validation[          , genome  7112] predictions:    9732/  10000 (97.32%), best:    9808/10000 (98.08%), error:       868.28119, best error:       641.24231 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 253.5128784180s, input_fired_time: 1.5877878666, output_fired_time: 4.0824007988, propagate_forward_time: 98.6028213501, propagate_backward_time: 142.8006744385, weight_update_time: 0.1848403364, other_time: 6.4391937256
epoch time: 48.8810958862s, input_fired_time: 0.1493337601, output_fired_time: 0.0000000000, propagate_forward_time: 47.7639808655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9677810669
validation[          , genome  7112] predictions:    9784/  10000 (97.84%), best:    9808/10000 (98.08%), error:       708.51996, best error:       641.24231 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 341.5207824707s, input_fired_time: 1.9733512402, output_fired_time: 4.1724452972, propagate_forward_time: 132.7157745361, propagate_backward_time: 192.5038452148, weight_update_time: 0.4026364684, other_time: 10.1553497314
epoch time: 114.7713165283s, input_fired_time: 1.8059712648, output_fired_time: 0.0000000000, propagate_forward_time: 105.7700042725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.1953430176
validation[          , genome  7112] predictions:    9750/  10000 (97.50%), best:    9808/10000 (98.08%), error:       800.64844, best error:       641.24231 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 224.3260803223s, input_fired_time: 1.9106460810, output_fired_time: 1.5522792339, propagate_forward_time: 89.9970474243, propagate_backward_time: 124.5367736816, weight_update_time: 0.1857658774, other_time: 6.3293457031
epoch time: 26.4274902344s, input_fired_time: 0.1539205164, output_fired_time: 0.0000000000, propagate_forward_time: 24.9346446991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3389244080
validation[          , genome  7112] predictions:    9778/  10000 (97.78%), best:    9808/10000 (98.08%), error:       741.99445, best error:       641.24231 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 120.4605560303s, input_fired_time: 1.2268531322, output_fired_time: 1.1226603985, propagate_forward_time: 47.0839080811, propagate_backward_time: 67.7514114380, weight_update_time: 0.1883502752, other_time: 3.2757263184
epoch time: 167.0692749023s, input_fired_time: 1.2864450216, output_fired_time: 0.0000000000, propagate_forward_time: 157.4893188477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2935180664
validation[          , genome  7112] predictions:    9785/  10000 (97.85%), best:    9808/10000 (98.08%), error:       741.28546, best error:       641.24231 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.7971267700s, input_fired_time: 1.2259627581, output_fired_time: 1.1205412149, propagate_forward_time: 49.3455162048, propagate_backward_time: 68.8185119629, weight_update_time: 0.1849021614, other_time: 3.2865905762
epoch time: 139.7381591797s, input_fired_time: 2.0515723228, output_fired_time: 0.0000000000, propagate_forward_time: 129.3155212402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3710632324
validation[          , genome  7112] predictions:    9754/  10000 (97.54%), best:    9808/10000 (98.08%), error:       787.26617, best error:       641.24231 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 129.7217407227s, input_fired_time: 1.2961182594, output_fired_time: 1.1546769142, propagate_forward_time: 50.6541709900, propagate_backward_time: 72.9673080444, weight_update_time: 0.2189832032, other_time: 3.6494674683
epoch time: 43.0493125916s, input_fired_time: 0.3436086476, output_fired_time: 0.0000000000, propagate_forward_time: 41.4097862244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2959175110
validation[          , genome  7112] predictions:    9762/  10000 (97.62%), best:    9808/10000 (98.08%), error:       788.77350, best error:       641.24231 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 247.8049621582s, input_fired_time: 1.9305582047, output_fired_time: 1.6823077202, propagate_forward_time: 102.7651367188, propagate_backward_time: 135.5579376221, weight_update_time: 0.1856386662, other_time: 5.8690185547
epoch time: 16.7100429535s, input_fired_time: 0.2287954986, output_fired_time: 0.0000000000, propagate_forward_time: 13.5366964340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9445505142
validation[          , genome  7112] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       640.83356, best error:       640.83356 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 265.9827880859s, input_fired_time: 4.1995186806, output_fired_time: 5.3279418945, propagate_forward_time: 108.3240127563, propagate_backward_time: 140.8200683594, weight_update_time: 0.1855992675, other_time: 7.3112487793
epoch time: 19.3570899963s, input_fired_time: 0.1503151953, output_fired_time: 0.0000000000, propagate_forward_time: 18.3186397552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8881359100
validation[          , genome  7112] predictions:    9757/  10000 (97.57%), best:    9815/10000 (98.15%), error:       868.73871, best error:       640.83356 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 170.0749664307s, input_fired_time: 1.5384181738, output_fired_time: 2.0769307613, propagate_forward_time: 67.0647354126, propagate_backward_time: 95.4337997437, weight_update_time: 0.2588385344, other_time: 3.9610748291
epoch time: 10.1675434113s, input_fired_time: 0.1512248218, output_fired_time: 0.0000000000, propagate_forward_time: 9.4198198318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964984894
validation[          , genome  7112] predictions:    9782/  10000 (97.82%), best:    9815/10000 (98.15%), error:       724.28180, best error:       640.83356 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 246.4615936279s, input_fired_time: 2.7841596603, output_fired_time: 1.8610373735, propagate_forward_time: 95.7588424683, propagate_backward_time: 139.0171203613, weight_update_time: 0.3475840986, other_time: 7.0404357910
epoch time: 15.0161495209s, input_fired_time: 0.1510503143, output_fired_time: 0.0000000000, propagate_forward_time: 14.1238040924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7412948608
validation[          , genome  7112] predictions:    9768/  10000 (97.68%), best:    9815/10000 (98.15%), error:       780.73358, best error:       640.83356 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.5944061279s, input_fired_time: 1.2322051525, output_fired_time: 1.1192482710, propagate_forward_time: 47.1310272217, propagate_backward_time: 67.8384094238, weight_update_time: 0.1846556067, other_time: 3.2735137939
epoch time: 33.1884613037s, input_fired_time: 0.3689984679, output_fired_time: 0.0000000000, propagate_forward_time: 31.5613403320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2581214905
validation[          , genome  7112] predictions:    9772/  10000 (97.72%), best:    9815/10000 (98.15%), error:       744.44476, best error:       640.83356 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 158.7239837646s, input_fired_time: 1.4421292543, output_fired_time: 1.2641210556, propagate_forward_time: 60.6272735596, propagate_backward_time: 88.6924667358, weight_update_time: 0.1849084198, other_time: 6.6980056763
epoch time: 10.2181348801s, input_fired_time: 0.1496120542, output_fired_time: 0.0000000000, propagate_forward_time: 9.4255580902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429643631
validation[          , genome  7112] predictions:    9767/  10000 (97.67%), best:    9815/10000 (98.15%), error:       767.83551, best error:       640.83356 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 258.7879028320s, input_fired_time: 2.5316519737, output_fired_time: 1.6892580986, propagate_forward_time: 109.8324966431, propagate_backward_time: 139.4619140625, weight_update_time: 0.3128966689, other_time: 5.2725830078
epoch time: 17.1706867218s, input_fired_time: 0.1518762857, output_fired_time: 0.0000000000, propagate_forward_time: 16.2059917450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8128185272
validation[          , genome  7112] predictions:    9779/  10000 (97.79%), best:    9815/10000 (98.15%), error:       734.93463, best error:       640.83356 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 271.2547302246s, input_fired_time: 2.7681005001, output_fired_time: 1.8748414516, propagate_forward_time: 108.4614868164, propagate_backward_time: 152.8839111328, weight_update_time: 0.1853949875, other_time: 5.2663879395
epoch time: 152.2531433105s, input_fired_time: 1.3206692934, output_fired_time: 0.0000000000, propagate_forward_time: 137.4478607178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 13.4846191406
validation[          , genome  7112] predictions:    9765/  10000 (97.65%), best:    9815/10000 (98.15%), error:       768.98822, best error:       640.83356 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 199.5249938965s, input_fired_time: 1.6021931171, output_fired_time: 1.1247626543, propagate_forward_time: 78.8857192993, propagate_backward_time: 111.5028610229, weight_update_time: 0.2554188371, other_time: 6.4094696045
epoch time: 11.7285985947s, input_fired_time: 0.1516219825, output_fired_time: 0.0000000000, propagate_forward_time: 10.8074369431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7695398331
validation[          , genome  7112] predictions:    9798/  10000 (97.98%), best:    9815/10000 (98.15%), error:       688.71558, best error:       640.83356 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 149.0657501221s, input_fired_time: 1.3158345222, output_fired_time: 1.2034006119, propagate_forward_time: 64.6375579834, propagate_backward_time: 78.4188766479, weight_update_time: 0.1869791597, other_time: 3.4900741577
epoch time: 101.1205291748s, input_fired_time: 0.4298131466, output_fired_time: 0.0000000000, propagate_forward_time: 88.9200286865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.7706909180
validation[          , genome  7112] predictions:    9810/  10000 (98.10%), best:    9815/10000 (98.15%), error:       663.65948, best error:       640.83356 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 129.5381622314s, input_fired_time: 1.4598437548, output_fired_time: 1.1232365370, propagate_forward_time: 51.7142448425, propagate_backward_time: 71.7182464600, weight_update_time: 0.2618899047, other_time: 3.5225982666
epoch time: 95.6156768799s, input_fired_time: 0.2970986664, output_fired_time: 0.0000000000, propagate_forward_time: 86.3530883789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.9654922485
validation[          , genome  7112] predictions:    9761/  10000 (97.61%), best:    9815/10000 (98.15%), error:       762.70697, best error:       640.83356 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 312.7183837891s, input_fired_time: 2.9132790565, output_fired_time: 4.4713535309, propagate_forward_time: 120.8146286011, propagate_backward_time: 176.9250183105, weight_update_time: 0.1862099022, other_time: 7.5941162109
epoch time: 44.1792449951s, input_fired_time: 0.2494164854, output_fired_time: 0.0000000000, propagate_forward_time: 42.6470222473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2828063965
validation[          , genome  7112] predictions:    9795/  10000 (97.95%), best:    9815/10000 (98.15%), error:       709.06122, best error:       640.83356 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 302.5223083496s, input_fired_time: 2.6594147682, output_fired_time: 2.5856575966, propagate_forward_time: 121.7144241333, propagate_backward_time: 166.3933105469, weight_update_time: 0.2630567253, other_time: 9.1694946289
epoch time: 44.4945869446s, input_fired_time: 0.4438264668, output_fired_time: 0.0000000000, propagate_forward_time: 41.4987754822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5519866943
validation[          , genome  7112] predictions:    9792/  10000 (97.92%), best:    9815/10000 (98.15%), error:       721.89209, best error:       640.83356 on epoch:    88, 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: 200.8601989746s, input_fired_time: 2.7904210091, output_fired_time: 0.0000000000, propagate_forward_time: 187.2970886230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.7726898193
best training[          , genome  7112] predictions:   49777/  50000 (99.55%), best:    9815/10000 (98.15%), error:      1062.50427, best error:       640.83356 on epoch:    88, 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: 10.1814537048s, input_fired_time: 0.1504748017, output_fired_time: 0.0000000000, propagate_forward_time: 9.4390325546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919466019
   testing[          , genome  7112] predictions:    9812/  10000 (98.12%), best:    9815/10000 (98.15%), error:       619.41138, best error:       640.83356 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:23:07 (6268): called boinc_finish(0)

</stderr_txt>
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