Nameexact_genome_1512185335_40_9164_0
Workunit2564206
Created5 Dec 2017, 16:28:29 UTC
Sent5 Dec 2017, 16:41:53 UTC
Report deadline1 Jan 2018, 4:27:30 UTC
Received7 Dec 2017, 21:49:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time14 hours 45 min 28 sec
CPU time14 hours 39 min 25 sec
Validate stateValid
Credit6,622.51
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size163.78 MB
Peak swap size162.27 MB
Peak disk usage3.89 MB

Stderr output

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

epoch time: 479.2941589355s, input_fired_time: 4.7834062576, output_fired_time: 4.8917274475, propagate_forward_time: 178.3773040771, propagate_backward_time: 285.4796752930, weight_update_time: 0.4475099444, other_time: 5.7620239258
epoch time: 37.3410415649s, input_fired_time: 0.5924053788, output_fired_time: 0.0000000000, propagate_forward_time: 35.7410392761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0075950623
validation[          , genome  9164] predictions:    9830/  10000 (98.30%), best:    9842/10000 (98.42%), error:       593.35254, best error:       554.52808 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 475.9947509766s, input_fired_time: 4.7518243790, output_fired_time: 4.8158645630, propagate_forward_time: 177.2253265381, propagate_backward_time: 283.4296569824, weight_update_time: 0.4439600110, other_time: 5.7720642090
epoch time: 37.3798065186s, input_fired_time: 0.5959255099, output_fired_time: 0.0000000000, propagate_forward_time: 35.7621688843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0217132568
validation[          , genome  9164] predictions:    9787/  10000 (97.87%), best:    9842/10000 (98.42%), error:       703.52216, best error:       554.52808 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 479.1516723633s, input_fired_time: 4.7803039551, output_fired_time: 4.8308000565, propagate_forward_time: 178.2725677490, propagate_backward_time: 285.4996032715, weight_update_time: 0.4492996037, other_time: 5.7684020996
epoch time: 37.4154968262s, input_fired_time: 0.5934492350, output_fired_time: 0.0000000000, propagate_forward_time: 35.8086891174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0133590698
validation[          , genome  9164] predictions:    9782/  10000 (97.82%), best:    9842/10000 (98.42%), error:       733.37518, best error:       554.52808 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 480.6255493164s, input_fired_time: 4.7923069000, output_fired_time: 4.8864388466, propagate_forward_time: 178.9679718018, propagate_backward_time: 286.2083435059, weight_update_time: 0.4545655251, other_time: 5.7704772949
epoch time: 36.6724014282s, input_fired_time: 0.5894711018, output_fired_time: 0.0000000000, propagate_forward_time: 35.0644607544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0184707642
validation[          , genome  9164] predictions:    9834/  10000 (98.34%), best:    9842/10000 (98.42%), error:       575.66254, best error:       554.52808 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 478.7171020508s, input_fired_time: 4.7901458740, output_fired_time: 4.8477420807, propagate_forward_time: 178.5602874756, propagate_backward_time: 284.7503051758, weight_update_time: 0.4552528262, other_time: 5.7686157227
epoch time: 37.0156593323s, input_fired_time: 0.5900385380, output_fired_time: 0.0000000000, propagate_forward_time: 35.4035453796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0220756531
validation[          , genome  9164] predictions:    9756/  10000 (97.56%), best:    9842/10000 (98.42%), error:       774.80029, best error:       554.52808 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 480.4033508301s, input_fired_time: 4.8009305000, output_fired_time: 4.8620324135, propagate_forward_time: 178.7997283936, propagate_backward_time: 286.1716308594, weight_update_time: 0.4547958672, other_time: 5.7690429688
epoch time: 37.6512374878s, input_fired_time: 0.5958550572, output_fired_time: 0.0000000000, propagate_forward_time: 36.0286941528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0266876221
validation[          , genome  9164] predictions:    9808/  10000 (98.08%), best:    9842/10000 (98.42%), error:       619.51660, best error:       554.52808 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 479.6639709473s, input_fired_time: 4.7904872894, output_fired_time: 4.8615994453, propagate_forward_time: 178.8164520264, propagate_backward_time: 285.4171752930, weight_update_time: 0.4594389498, other_time: 5.7782592773
epoch time: 36.9180297852s, input_fired_time: 0.5876682401, output_fired_time: 0.0000000000, propagate_forward_time: 35.3203620911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0099983215
validation[          , genome  9164] predictions:    9826/  10000 (98.26%), best:    9842/10000 (98.42%), error:       582.68579, best error:       554.52808 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 480.8074951172s, input_fired_time: 4.7811903954, output_fired_time: 4.8618164063, propagate_forward_time: 178.1595001221, propagate_backward_time: 287.1987609863, weight_update_time: 0.4596990943, other_time: 5.8062438965
epoch time: 36.1823921204s, input_fired_time: 0.5839639306, output_fired_time: 0.0000000000, propagate_forward_time: 34.6018638611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9965629578
validation[          , genome  9164] predictions:    9775/  10000 (97.75%), best:    9842/10000 (98.42%), error:       661.87512, best error:       554.52808 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 478.2479553223s, input_fired_time: 4.7768135071, output_fired_time: 4.8435149193, propagate_forward_time: 177.8004608154, propagate_backward_time: 285.0349731445, weight_update_time: 0.4665619731, other_time: 5.7921752930
epoch time: 37.2879638672s, input_fired_time: 0.5984237790, output_fired_time: 0.0000000000, propagate_forward_time: 35.6657981873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0237426758
validation[          , genome  9164] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       528.00262, best error:       528.00262 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 481.0859375000s, input_fired_time: 4.7827959061, output_fired_time: 4.8702716827, propagate_forward_time: 178.3595886230, propagate_backward_time: 287.2921142578, weight_update_time: 0.4715351164, other_time: 5.7811584473
epoch time: 37.6707305908s, input_fired_time: 0.5969988108, output_fired_time: 0.0000000000, propagate_forward_time: 36.0596542358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0140762329
validation[          , genome  9164] predictions:    9774/  10000 (97.74%), best:    9840/10000 (98.40%), error:       752.65179, best error:       528.00262 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 479.4905700684s, input_fired_time: 4.7779073715, output_fired_time: 4.8576169014, propagate_forward_time: 177.6993865967, propagate_backward_time: 286.3502197266, weight_update_time: 0.4757570326, other_time: 5.8054809570
epoch time: 37.4194412231s, input_fired_time: 0.5976205468, output_fired_time: 0.0000000000, propagate_forward_time: 35.8003540039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0214653015
validation[          , genome  9164] predictions:    9796/  10000 (97.96%), best:    9840/10000 (98.40%), error:       662.11737, best error:       528.00262 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 480.3086853027s, input_fired_time: 4.7861208916, output_fired_time: 4.8398222923, propagate_forward_time: 178.0538940430, propagate_backward_time: 286.8228454590, weight_update_time: 0.4841917753, other_time: 5.8059997559
epoch time: 37.1500358582s, input_fired_time: 0.5994123816, output_fired_time: 0.0000000000, propagate_forward_time: 35.5311088562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0195159912
validation[          , genome  9164] predictions:    9827/  10000 (98.27%), best:    9840/10000 (98.40%), error:       582.29388, best error:       528.00262 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 479.4634399414s, input_fired_time: 4.7786545753, output_fired_time: 4.8479642868, propagate_forward_time: 177.7500457764, propagate_backward_time: 286.2911682129, weight_update_time: 0.4918092191, other_time: 5.7956237793
epoch time: 37.0998611450s, input_fired_time: 0.5949127078, output_fired_time: 0.0000000000, propagate_forward_time: 35.4862976074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0186500549
validation[          , genome  9164] predictions:    9810/  10000 (98.10%), best:    9840/10000 (98.40%), error:       598.79834, best error:       528.00262 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 480.1891784668s, input_fired_time: 4.7905492783, output_fired_time: 4.8462238312, propagate_forward_time: 178.1580505371, propagate_backward_time: 286.6009216309, weight_update_time: 0.4966063797, other_time: 5.7934265137
epoch time: 37.4693069458s, input_fired_time: 0.6003332734, output_fired_time: 0.0000000000, propagate_forward_time: 35.8503799438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0185928345
validation[          , genome  9164] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       526.83698, best error:       526.83698 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 481.0726013184s, input_fired_time: 4.7910356522, output_fired_time: 4.8269371986, propagate_forward_time: 178.6032104492, propagate_backward_time: 287.0221862793, weight_update_time: 0.5067465901, other_time: 5.8292236328
epoch time: 36.6375083923s, input_fired_time: 0.5911031961, output_fired_time: 0.0000000000, propagate_forward_time: 35.0291023254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0173034668
validation[          , genome  9164] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       491.93631, best error:       491.93631 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 479.6137390137s, input_fired_time: 4.7833271027, output_fired_time: 4.8357491493, propagate_forward_time: 177.6855773926, propagate_backward_time: 286.4596862793, weight_update_time: 0.5173361301, other_time: 5.8493957520
epoch time: 37.4973754883s, input_fired_time: 0.5974402428, output_fired_time: 0.0000000000, propagate_forward_time: 35.8966484070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0032882690
validation[          , genome  9164] predictions:    9805/  10000 (98.05%), best:    9847/10000 (98.47%), error:       647.80707, best error:       491.93631 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 481.7220764160s, input_fired_time: 4.7969212532, output_fired_time: 4.8516530991, propagate_forward_time: 178.6732177734, propagate_backward_time: 287.5678405762, weight_update_time: 0.5300745368, other_time: 5.8324279785
epoch time: 37.4510154724s, input_fired_time: 0.5980851054, output_fired_time: 0.0000000000, propagate_forward_time: 35.8314666748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0214653015
validation[          , genome  9164] predictions:    9838/  10000 (98.38%), best:    9847/10000 (98.47%), error:       557.73785, best error:       491.93631 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 481.2850952148s, input_fired_time: 4.8074541092, output_fired_time: 4.8461656570, propagate_forward_time: 177.6589965820, propagate_backward_time: 288.1152648926, weight_update_time: 0.5372559428, other_time: 5.8572082520
epoch time: 37.2718086243s, input_fired_time: 0.5978834033, output_fired_time: 0.0000000000, propagate_forward_time: 35.6524620056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0214614868
validation[          , genome  9164] predictions:    9859/  10000 (98.59%), best:    9847/10000 (98.47%), error:       520.83606, best error:       491.93631 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 484.0799255371s, input_fired_time: 4.8279042244, output_fired_time: 4.8959045410, propagate_forward_time: 179.3214569092, propagate_backward_time: 289.1612854004, weight_update_time: 0.5579159260, other_time: 5.8733825684
epoch time: 36.8533744812s, input_fired_time: 0.5969355702, output_fired_time: 0.0000000000, propagate_forward_time: 35.2427597046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0136795044
validation[          , genome  9164] predictions:    9829/  10000 (98.29%), best:    9847/10000 (98.47%), error:       571.47620, best error:       491.93631 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 482.7560424805s, input_fired_time: 4.8153939247, output_fired_time: 4.8844113350, propagate_forward_time: 178.9923248291, propagate_backward_time: 288.1825866699, weight_update_time: 0.5666676164, other_time: 5.8813171387
epoch time: 37.1731185913s, input_fired_time: 0.5943103433, output_fired_time: 0.0000000000, propagate_forward_time: 35.5605888367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0182189941
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9847/10000 (98.47%), error:       510.83908, best error:       491.93631 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 478.3040161133s, input_fired_time: 4.7958426476, output_fired_time: 4.8351950645, propagate_forward_time: 177.1246032715, propagate_backward_time: 285.6518249512, weight_update_time: 0.5765334964, other_time: 5.8965454102
epoch time: 37.5189476013s, input_fired_time: 0.5987526774, output_fired_time: 0.0000000000, propagate_forward_time: 35.8981628418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0220336914
validation[          , genome  9164] predictions:    9841/  10000 (98.41%), best:    9847/10000 (98.47%), error:       501.79300, best error:       491.93631 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 482.0988769531s, input_fired_time: 4.8181867599, output_fired_time: 4.8545508385, propagate_forward_time: 178.5637817383, propagate_backward_time: 287.9492187500, weight_update_time: 0.5924277306, other_time: 5.9131469727
epoch time: 37.4546813965s, input_fired_time: 0.5988795757, output_fired_time: 0.0000000000, propagate_forward_time: 35.8320655823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0237350464
validation[          , genome  9164] predictions:    9845/  10000 (98.45%), best:    9847/10000 (98.47%), error:       511.50729, best error:       491.93631 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 476.0662231445s, input_fired_time: 4.7754335403, output_fired_time: 4.8106970787, propagate_forward_time: 175.9006805420, propagate_backward_time: 284.6438903809, weight_update_time: 0.6000356674, other_time: 5.9355163574
epoch time: 34.5287513733s, input_fired_time: 0.5685853958, output_fired_time: 0.0000000000, propagate_forward_time: 32.9634552002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9967117310
validation[          , genome  9164] predictions:    9817/  10000 (98.17%), best:    9847/10000 (98.47%), error:       590.64496, best error:       491.93631 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 482.8693847656s, input_fired_time: 4.8160295486, output_fired_time: 4.8704099655, propagate_forward_time: 178.6632690430, propagate_backward_time: 288.5852050781, weight_update_time: 0.6157295704, other_time: 5.9344482422
epoch time: 37.3396492004s, input_fired_time: 0.5957656503, output_fired_time: 0.0000000000, propagate_forward_time: 35.7269058228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0169792175
validation[          , genome  9164] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       482.21664, best error:       482.21664 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 482.2258911133s, input_fired_time: 4.8125081062, output_fired_time: 4.8384556770, propagate_forward_time: 178.4085998535, propagate_backward_time: 288.2001342773, weight_update_time: 0.6270323396, other_time: 5.9661865234
epoch time: 36.9698219299s, input_fired_time: 0.5973055959, output_fired_time: 0.0000000000, propagate_forward_time: 35.3484458923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0240707397
validation[          , genome  9164] predictions:    9851/  10000 (98.51%), best:    9844/10000 (98.44%), error:       503.68167, best error:       482.21664 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 481.5442810059s, input_fired_time: 4.8240113258, output_fired_time: 4.8723878860, propagate_forward_time: 177.9704742432, propagate_backward_time: 287.9217834473, weight_update_time: 0.6316626668, other_time: 5.9556579590
epoch time: 37.4082984924s, input_fired_time: 0.5980538130, output_fired_time: 0.0000000000, propagate_forward_time: 35.7868385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0234069824
validation[          , genome  9164] predictions:    9856/  10000 (98.56%), best:    9844/10000 (98.44%), error:       502.13757, best error:       482.21664 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 481.0026245117s, input_fired_time: 4.8092036247, output_fired_time: 4.8448715210, propagate_forward_time: 177.9154663086, propagate_backward_time: 287.5007629395, weight_update_time: 0.6338365674, other_time: 5.9323120117
epoch time: 37.5154876709s, input_fired_time: 0.6035491824, output_fired_time: 0.0000000000, propagate_forward_time: 35.8868827820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0250549316
validation[          , genome  9164] predictions:    9852/  10000 (98.52%), best:    9844/10000 (98.44%), error:       503.63593, best error:       482.21664 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 481.5255737305s, input_fired_time: 4.8086857796, output_fired_time: 4.8602805138, propagate_forward_time: 177.9853668213, propagate_backward_time: 287.8970947266, weight_update_time: 0.6441711187, other_time: 5.9741210938
epoch time: 36.6013526917s, input_fired_time: 0.5912622213, output_fired_time: 0.0000000000, propagate_forward_time: 34.9943809509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0157089233
validation[          , genome  9164] predictions:    9792/  10000 (97.92%), best:    9844/10000 (98.44%), error:       645.57990, best error:       482.21664 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 482.4296264648s, input_fired_time: 4.8018155098, output_fired_time: 4.8485302925, propagate_forward_time: 178.3020782471, propagate_backward_time: 288.4964294434, weight_update_time: 0.6429484487, other_time: 5.9807434082
epoch time: 37.4510116577s, input_fired_time: 0.6015262604, output_fired_time: 0.0000000000, propagate_forward_time: 35.8143005371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0351867676
validation[          , genome  9164] predictions:    9719/  10000 (97.19%), best:    9844/10000 (98.44%), error:       939.63885, best error:       482.21664 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 482.7605285645s, input_fired_time: 4.8170962334, output_fired_time: 4.8506593704, propagate_forward_time: 178.3116302490, propagate_backward_time: 288.8009338379, weight_update_time: 0.6406651139, other_time: 5.9801940918
epoch time: 37.0133438110s, input_fired_time: 0.5989487767, output_fired_time: 0.0000000000, propagate_forward_time: 35.3996696472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0147247314
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9844/10000 (98.44%), error:       510.34503, best error:       482.21664 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 483.7040100098s, input_fired_time: 4.8447532654, output_fired_time: 4.8571190834, propagate_forward_time: 178.9789581299, propagate_backward_time: 289.0136413574, weight_update_time: 0.6451414227, other_time: 6.0095520020
epoch time: 37.2486381531s, input_fired_time: 0.5988860726, output_fired_time: 0.0000000000, propagate_forward_time: 35.6347351074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0150184631
validation[          , genome  9164] predictions:    9805/  10000 (98.05%), best:    9844/10000 (98.44%), error:       693.67743, best error:       482.21664 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 483.7481994629s, input_fired_time: 4.8331580162, output_fired_time: 4.8446478844, propagate_forward_time: 178.9949493408, propagate_backward_time: 289.0755310059, weight_update_time: 0.6437834501, other_time: 5.9999084473
epoch time: 37.1812629700s, input_fired_time: 0.6039357185, output_fired_time: 0.0000000000, propagate_forward_time: 35.5485839844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0287437439
validation[          , genome  9164] predictions:    9856/  10000 (98.56%), best:    9844/10000 (98.44%), error:       488.56171, best error:       482.21664 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 480.3952331543s, input_fired_time: 4.8181295395, output_fired_time: 4.8463907242, propagate_forward_time: 178.3904571533, propagate_backward_time: 286.3821411133, weight_update_time: 0.6379371881, other_time: 5.9581298828
epoch time: 37.7194290161s, input_fired_time: 0.6090809703, output_fired_time: 0.0000000000, propagate_forward_time: 36.0815315247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0288162231
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9844/10000 (98.44%), error:       493.94101, best error:       482.21664 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 483.3240966797s, input_fired_time: 4.8369116783, output_fired_time: 4.8667154312, propagate_forward_time: 179.2182312012, propagate_backward_time: 288.3998107910, weight_update_time: 0.6455566287, other_time: 6.0024108887
epoch time: 37.6542472839s, input_fired_time: 0.6056781411, output_fired_time: 0.0000000000, propagate_forward_time: 36.0268440247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0217247009
validation[          , genome  9164] predictions:    9845/  10000 (98.45%), best:    9844/10000 (98.44%), error:       540.76050, best error:       482.21664 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 486.8229675293s, input_fired_time: 4.8727531433, output_fired_time: 4.8932914734, propagate_forward_time: 180.2038726807, propagate_backward_time: 290.8206481934, weight_update_time: 0.6438066959, other_time: 6.0324401855
epoch time: 37.3467941284s, input_fired_time: 0.6032584906, output_fired_time: 0.0000000000, propagate_forward_time: 35.7191352844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0243988037
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9844/10000 (98.44%), error:       498.14682, best error:       482.21664 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 484.4667358398s, input_fired_time: 4.8615350723, output_fired_time: 4.8911790848, propagate_forward_time: 179.1346282959, propagate_backward_time: 289.5679321289, weight_update_time: 0.6453324556, other_time: 6.0114746094
epoch time: 37.5006484985s, input_fired_time: 0.6077738404, output_fired_time: 0.0000000000, propagate_forward_time: 35.8670578003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0258178711
validation[          , genome  9164] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       466.99823, best error:       466.99823 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 485.4531860352s, input_fired_time: 4.8608851433, output_fired_time: 4.8824853897, propagate_forward_time: 179.2506713867, propagate_backward_time: 290.4676818848, weight_update_time: 0.6452074647, other_time: 5.9914855957
epoch time: 37.7964134216s, input_fired_time: 0.6053240299, output_fired_time: 0.0000000000, propagate_forward_time: 36.1722831726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0188064575
validation[          , genome  9164] predictions:    9838/  10000 (98.38%), best:    9865/10000 (98.65%), error:       513.84930, best error:       466.99823 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 485.3284912109s, input_fired_time: 4.8592557907, output_fired_time: 4.8581051826, propagate_forward_time: 179.6390228271, propagate_backward_time: 289.9882812500, weight_update_time: 0.6454122663, other_time: 5.9838256836
epoch time: 37.6793403625s, input_fired_time: 0.6091700196, output_fired_time: 0.0000000000, propagate_forward_time: 36.0418395996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0283317566
validation[          , genome  9164] predictions:    9856/  10000 (98.56%), best:    9865/10000 (98.65%), error:       474.68204, best error:       466.99823 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 486.8293457031s, input_fired_time: 4.8699927330, output_fired_time: 4.9135704041, propagate_forward_time: 180.3923187256, propagate_backward_time: 290.6613769531, weight_update_time: 0.6443367600, other_time: 5.9920654297
epoch time: 37.5732917786s, input_fired_time: 0.6050783396, output_fired_time: 0.0000000000, propagate_forward_time: 35.9441032410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0241088867
validation[          , genome  9164] predictions:    9830/  10000 (98.30%), best:    9865/10000 (98.65%), error:       576.09344, best error:       466.99823 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 484.8178405762s, input_fired_time: 4.8631706238, output_fired_time: 4.8801221848, propagate_forward_time: 178.9154815674, propagate_backward_time: 290.1546630859, weight_update_time: 0.6463910937, other_time: 6.0043945313
epoch time: 36.6242103577s, input_fired_time: 0.5938290954, output_fired_time: 0.0000000000, propagate_forward_time: 35.0234375000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0069427490
validation[          , genome  9164] predictions:    9857/  10000 (98.57%), best:    9865/10000 (98.65%), error:       493.82889, best error:       466.99823 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 484.6501770020s, input_fired_time: 4.8577551842, output_fired_time: 4.8612027168, propagate_forward_time: 179.2104339600, propagate_backward_time: 289.7170410156, weight_update_time: 0.6448399425, other_time: 6.0037231445
epoch time: 37.6761360168s, input_fired_time: 0.6075078845, output_fired_time: 0.0000000000, propagate_forward_time: 36.0465698242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0220565796
validation[          , genome  9164] predictions:    9842/  10000 (98.42%), best:    9865/10000 (98.65%), error:       522.67847, best error:       466.99823 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 485.9038696289s, input_fired_time: 4.8559608459, output_fired_time: 4.9035592079, propagate_forward_time: 179.2786712646, propagate_backward_time: 290.8498535156, weight_update_time: 0.6448413730, other_time: 6.0158081055
epoch time: 37.7882690430s, input_fired_time: 0.6079866290, output_fired_time: 0.0000000000, propagate_forward_time: 36.1497077942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0305747986
validation[          , genome  9164] predictions:    9841/  10000 (98.41%), best:    9865/10000 (98.65%), error:       504.57849, best error:       466.99823 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 484.7950439453s, input_fired_time: 4.8586306572, output_fired_time: 4.8498373032, propagate_forward_time: 179.5397033691, propagate_backward_time: 289.5352783203, weight_update_time: 0.6441107392, other_time: 6.0115966797
epoch time: 37.7741394043s, input_fired_time: 0.6063098311, output_fired_time: 0.0000000000, propagate_forward_time: 36.1539039612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0139274597
validation[          , genome  9164] predictions:    9857/  10000 (98.57%), best:    9865/10000 (98.65%), error:       492.98984, best error:       466.99823 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 481.8874816895s, input_fired_time: 4.8487796783, output_fired_time: 4.8539342880, propagate_forward_time: 177.9151458740, propagate_backward_time: 288.2699279785, weight_update_time: 0.6467835307, other_time: 5.9996643066
epoch time: 37.3596763611s, input_fired_time: 0.6079127789, output_fired_time: 0.0000000000, propagate_forward_time: 35.7207107544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0310516357
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9865/10000 (98.65%), error:       495.78033, best error:       466.99823 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 486.7400817871s, input_fired_time: 4.8610072136, output_fired_time: 4.9050455093, propagate_forward_time: 179.6916961670, propagate_backward_time: 291.2753295898, weight_update_time: 0.6428162456, other_time: 6.0070190430
epoch time: 37.4960517883s, input_fired_time: 0.6109871864, output_fired_time: 0.0000000000, propagate_forward_time: 35.8528137207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0322494507
validation[          , genome  9164] predictions:    9840/  10000 (98.40%), best:    9865/10000 (98.65%), error:       501.82883, best error:       466.99823 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 487.7538146973s, input_fired_time: 4.8862395287, output_fired_time: 4.9111485481, propagate_forward_time: 180.5280151367, propagate_backward_time: 291.4228210449, weight_update_time: 0.6479966640, other_time: 6.0055847168
epoch time: 37.5136756897s, input_fired_time: 0.6063886285, output_fired_time: 0.0000000000, propagate_forward_time: 35.8891487122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0181388855
validation[          , genome  9164] predictions:    9825/  10000 (98.25%), best:    9865/10000 (98.65%), error:       607.18121, best error:       466.99823 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 486.9118652344s, input_fired_time: 4.8818211555, output_fired_time: 4.8854045868, propagate_forward_time: 180.3569183350, propagate_backward_time: 290.7624511719, weight_update_time: 0.6490238905, other_time: 6.0252685547
epoch time: 37.6541824341s, input_fired_time: 0.6164686680, output_fired_time: 0.0000000000, propagate_forward_time: 35.9971542358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0405578613
validation[          , genome  9164] predictions:    9845/  10000 (98.45%), best:    9865/10000 (98.65%), error:       499.01157, best error:       466.99823 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 487.5972290039s, input_fired_time: 4.8844470978, output_fired_time: 4.8934197426, propagate_forward_time: 180.1478576660, propagate_backward_time: 291.6284790039, weight_update_time: 0.6448852420, other_time: 6.0429992676
epoch time: 37.5394668579s, input_fired_time: 0.6095240712, output_fired_time: 0.0000000000, propagate_forward_time: 35.8968276978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0331153870
validation[          , genome  9164] predictions:    9822/  10000 (98.22%), best:    9865/10000 (98.65%), error:       602.73364, best error:       466.99823 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 487.9184265137s, input_fired_time: 4.8811163902, output_fired_time: 4.8920078278, propagate_forward_time: 180.2465515137, propagate_backward_time: 291.8896789551, weight_update_time: 0.6473857164, other_time: 6.0090942383
epoch time: 38.0290603638s, input_fired_time: 0.6141077876, output_fired_time: 0.0000000000, propagate_forward_time: 36.3905792236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0243721008
validation[          , genome  9164] predictions:    9853/  10000 (98.53%), best:    9865/10000 (98.65%), error:       496.39078, best error:       466.99823 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 487.0760498047s, input_fired_time: 4.8864135742, output_fired_time: 4.8919692039, propagate_forward_time: 179.8945922852, propagate_backward_time: 291.3898620605, weight_update_time: 0.6452416182, other_time: 6.0132141113
epoch time: 37.8399314880s, input_fired_time: 0.6111356020, output_fired_time: 0.0000000000, propagate_forward_time: 36.2052154541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0235786438
validation[          , genome  9164] predictions:    9850/  10000 (98.50%), best:    9865/10000 (98.65%), error:       501.00327, best error:       466.99823 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 489.7147216797s, input_fired_time: 4.9030828476, output_fired_time: 4.9436531067, propagate_forward_time: 181.0998382568, propagate_backward_time: 292.7101135254, weight_update_time: 0.6522899270, other_time: 6.0580139160
epoch time: 37.5980987549s, input_fired_time: 0.6107280850, output_fired_time: 0.0000000000, propagate_forward_time: 35.9463958740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0409736633
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9865/10000 (98.65%), error:       517.07904, best error:       466.99823 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 487.4949340820s, input_fired_time: 4.8941612244, output_fired_time: 4.8983578682, propagate_forward_time: 180.0009002686, propagate_backward_time: 291.6833496094, weight_update_time: 0.6487493515, other_time: 6.0181884766
epoch time: 37.9199600220s, input_fired_time: 0.6172826290, output_fired_time: 0.0000000000, propagate_forward_time: 36.2723274231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0303497314
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9865/10000 (98.65%), error:       494.82993, best error:       466.99823 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 489.1201782227s, input_fired_time: 4.8870377541, output_fired_time: 4.9070353508, propagate_forward_time: 180.8280487061, propagate_backward_time: 292.4594116211, weight_update_time: 0.6488149166, other_time: 6.0386352539
epoch time: 37.2509880066s, input_fired_time: 0.6070781946, output_fired_time: 0.0000000000, propagate_forward_time: 35.6145401001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0293693542
validation[          , genome  9164] predictions:    9858/  10000 (98.58%), best:    9865/10000 (98.65%), error:       488.36099, best error:       466.99823 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 487.6006469727s, input_fired_time: 4.8895611763, output_fired_time: 4.8977046013, propagate_forward_time: 180.1298522949, propagate_backward_time: 291.6606140137, weight_update_time: 0.6468006968, other_time: 6.0229187012
epoch time: 37.7820129395s, input_fired_time: 0.6189931035, output_fired_time: 0.0000000000, propagate_forward_time: 36.1333656311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0296554565
validation[          , genome  9164] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       456.85175, best error:       456.85175 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 488.7198791504s, input_fired_time: 4.8983325958, output_fired_time: 4.9113922119, propagate_forward_time: 180.9514770508, propagate_backward_time: 291.9118041992, weight_update_time: 0.6492622495, other_time: 6.0468750000
epoch time: 37.0470275879s, input_fired_time: 0.6037765145, output_fired_time: 0.0000000000, propagate_forward_time: 35.4213752747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0218772888
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9862/10000 (98.62%), error:       513.98975, best error:       456.85175 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 488.9775085449s, input_fired_time: 4.8997693062, output_fired_time: 4.9107885361, propagate_forward_time: 180.6005706787, propagate_backward_time: 292.5292053223, weight_update_time: 0.6507150531, other_time: 6.0371398926
epoch time: 38.2278556824s, input_fired_time: 0.6148661971, output_fired_time: 0.0000000000, propagate_forward_time: 36.5921363831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0208549500
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9862/10000 (98.62%), error:       493.29160, best error:       456.85175 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 488.4480590820s, input_fired_time: 4.9055361748, output_fired_time: 4.9225425720, propagate_forward_time: 180.9424133301, propagate_backward_time: 291.6517333984, weight_update_time: 0.6493051648, other_time: 6.0258178711
epoch time: 38.1040382385s, input_fired_time: 0.6111901999, output_fired_time: 0.0000000000, propagate_forward_time: 36.4608230591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0320243835
validation[          , genome  9164] predictions:    9847/  10000 (98.47%), best:    9862/10000 (98.62%), error:       486.45370, best error:       456.85175 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 489.5671386719s, input_fired_time: 4.8975439072, output_fired_time: 4.8999819756, propagate_forward_time: 181.1171417236, propagate_backward_time: 292.6307373047, weight_update_time: 0.6520696282, other_time: 6.0217285156
epoch time: 37.6958999634s, input_fired_time: 0.6184760928, output_fired_time: 0.0000000000, propagate_forward_time: 36.0526962280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0247268677
validation[          , genome  9164] predictions:    9832/  10000 (98.32%), best:    9862/10000 (98.62%), error:       549.01611, best error:       456.85175 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 490.0781860352s, input_fired_time: 4.9097976685, output_fired_time: 4.9162273407, propagate_forward_time: 181.4337310791, propagate_backward_time: 292.8031005859, weight_update_time: 0.6499080062, other_time: 6.0153198242
epoch time: 38.1036949158s, input_fired_time: 0.6166567206, output_fired_time: 0.0000000000, propagate_forward_time: 36.4612922668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0257453918
validation[          , genome  9164] predictions:    9858/  10000 (98.58%), best:    9862/10000 (98.62%), error:       468.37344, best error:       456.85175 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 489.8365173340s, input_fired_time: 4.9109473228, output_fired_time: 4.9056673050, propagate_forward_time: 181.3639068604, propagate_backward_time: 292.6435852051, weight_update_time: 0.6482921243, other_time: 6.0124206543
epoch time: 38.2620048523s, input_fired_time: 0.6171622276, output_fired_time: 0.0000000000, propagate_forward_time: 36.6213302612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0235137939
validation[          , genome  9164] predictions:    9851/  10000 (98.51%), best:    9862/10000 (98.62%), error:       476.82394, best error:       456.85175 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 489.9735107422s, input_fired_time: 4.9190988541, output_fired_time: 4.9174575806, propagate_forward_time: 181.2860565186, propagate_backward_time: 292.8486328125, weight_update_time: 0.6434746981, other_time: 6.0022583008
epoch time: 37.4782676697s, input_fired_time: 0.6100030541, output_fired_time: 0.0000000000, propagate_forward_time: 35.8440818787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0241813660
validation[          , genome  9164] predictions:    9851/  10000 (98.51%), best:    9862/10000 (98.62%), error:       490.00543, best error:       456.85175 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 487.1018676758s, input_fired_time: 4.9119482040, output_fired_time: 4.8888201714, propagate_forward_time: 179.9865417480, propagate_backward_time: 291.2825927734, weight_update_time: 0.6483163834, other_time: 6.0319519043
epoch time: 37.5531044006s, input_fired_time: 0.6127929688, output_fired_time: 0.0000000000, propagate_forward_time: 35.9229621887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0173492432
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9862/10000 (98.62%), error:       511.33380, best error:       456.85175 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 489.6195068359s, input_fired_time: 4.9099230766, output_fired_time: 4.9329495430, propagate_forward_time: 180.8874206543, propagate_backward_time: 292.8645019531, weight_update_time: 0.6488685012, other_time: 6.0247192383
epoch time: 37.5563926697s, input_fired_time: 0.6089763045, output_fired_time: 0.0000000000, propagate_forward_time: 35.9250793457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0223388672
validation[          , genome  9164] predictions:    9866/  10000 (98.66%), best:    9862/10000 (98.62%), error:       482.59366, best error:       456.85175 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 490.3688964844s, input_fired_time: 4.9046969414, output_fired_time: 4.8894591331, propagate_forward_time: 181.3231353760, propagate_backward_time: 293.2036437988, weight_update_time: 0.6504432559, other_time: 6.0479431152
epoch time: 37.6564369202s, input_fired_time: 0.6108965874, output_fired_time: 0.0000000000, propagate_forward_time: 36.0012588501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0442810059
validation[          , genome  9164] predictions:    9850/  10000 (98.50%), best:    9862/10000 (98.62%), error:       502.72717, best error:       456.85175 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 488.5609741211s, input_fired_time: 4.9268069267, output_fired_time: 4.9064812660, propagate_forward_time: 180.6494750977, propagate_backward_time: 292.0720214844, weight_update_time: 0.6450838447, other_time: 6.0061645508
epoch time: 37.8243103027s, input_fired_time: 0.6138563752, output_fired_time: 0.0000000000, propagate_forward_time: 36.1778526306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0326004028
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9862/10000 (98.62%), error:       514.63336, best error:       456.85175 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 490.2047424316s, input_fired_time: 4.9183392525, output_fired_time: 4.9107236862, propagate_forward_time: 181.2805786133, propagate_backward_time: 293.0673217773, weight_update_time: 0.6523351669, other_time: 6.0277709961
epoch time: 37.9594993591s, input_fired_time: 0.6188834310, output_fired_time: 0.0000000000, propagate_forward_time: 36.3147201538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0258941650
validation[          , genome  9164] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       459.29782, best error:       456.85175 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 490.5357055664s, input_fired_time: 4.9250669479, output_fired_time: 4.9044461250, propagate_forward_time: 181.2773132324, propagate_backward_time: 293.3913574219, weight_update_time: 0.6556592584, other_time: 6.0375061035
epoch time: 37.8214187622s, input_fired_time: 0.6175488234, output_fired_time: 0.0000000000, propagate_forward_time: 36.1761398315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0277290344
validation[          , genome  9164] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       476.78229, best error:       456.85175 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 485.5103454590s, input_fired_time: 4.9088549614, output_fired_time: 4.8951411247, propagate_forward_time: 179.1117248535, propagate_backward_time: 290.5933532715, weight_update_time: 0.6500570178, other_time: 6.0012817383
epoch time: 37.4587669373s, input_fired_time: 0.6120044589, output_fired_time: 0.0000000000, propagate_forward_time: 35.8136825562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0330810547
validation[          , genome  9164] predictions:    9822/  10000 (98.22%), best:    9862/10000 (98.62%), error:       577.95154, best error:       456.85175 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 490.1501159668s, input_fired_time: 4.9243745804, output_fired_time: 4.9139161110, propagate_forward_time: 181.2932434082, propagate_backward_time: 293.0033874512, weight_update_time: 0.6494971514, other_time: 6.0151977539
epoch time: 37.8930091858s, input_fired_time: 0.6189306974, output_fired_time: 0.0000000000, propagate_forward_time: 36.2472648621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0268135071
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9862/10000 (98.62%), error:       473.79651, best error:       456.85175 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 489.4737243652s, input_fired_time: 4.9261641502, output_fired_time: 4.9239625931, propagate_forward_time: 180.7193298340, propagate_backward_time: 292.8673095703, weight_update_time: 0.6438916922, other_time: 6.0369567871
epoch time: 37.7975883484s, input_fired_time: 0.6150076985, output_fired_time: 0.0000000000, propagate_forward_time: 36.1504745483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0321044922
validation[          , genome  9164] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       456.43445, best error:       456.43445 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 490.5845031738s, input_fired_time: 4.9283123016, output_fired_time: 4.9217491150, propagate_forward_time: 181.5770111084, propagate_backward_time: 293.1316223145, weight_update_time: 0.6516796350, other_time: 6.0257873535
epoch time: 37.0803565979s, input_fired_time: 0.6100852489, output_fired_time: 0.0000000000, propagate_forward_time: 35.4403877258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0298843384
validation[          , genome  9164] predictions:    9864/  10000 (98.64%), best:    9862/10000 (98.62%), error:       482.14725, best error:       456.43445 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 486.7167663574s, input_fired_time: 4.9109506607, output_fired_time: 4.8862657547, propagate_forward_time: 179.6773986816, propagate_backward_time: 291.2496948242, weight_update_time: 0.6429745555, other_time: 5.9924621582
epoch time: 36.9665069580s, input_fired_time: 0.6096594334, output_fired_time: 0.0000000000, propagate_forward_time: 35.3449821472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0118637085
validation[          , genome  9164] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       473.22305, best error:       456.43445 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 487.4920654297s, input_fired_time: 4.9108667374, output_fired_time: 4.8934898376, propagate_forward_time: 180.1203308105, propagate_backward_time: 291.5807800293, weight_update_time: 0.6480616927, other_time: 5.9866027832
epoch time: 37.9502220154s, input_fired_time: 0.6219508648, output_fired_time: 0.0000000000, propagate_forward_time: 36.3054237366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0228462219
validation[          , genome  9164] predictions:    9852/  10000 (98.52%), best:    9862/10000 (98.62%), error:       508.04495, best error:       456.43445 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 489.4443359375s, input_fired_time: 4.9311041832, output_fired_time: 4.8954911232, propagate_forward_time: 181.0514373779, propagate_backward_time: 292.5501708984, weight_update_time: 0.6442664862, other_time: 6.0161743164
epoch time: 37.8041305542s, input_fired_time: 0.6170682907, output_fired_time: 0.0000000000, propagate_forward_time: 36.1594047546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0276565552
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       488.57492, best error:       456.43445 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 488.6512756348s, input_fired_time: 4.9261064529, output_fired_time: 4.9104824066, propagate_forward_time: 180.7599639893, propagate_backward_time: 291.9939575195, weight_update_time: 0.6489696503, other_time: 6.0607299805
epoch time: 37.7476882935s, input_fired_time: 0.6223732829, output_fired_time: 0.0000000000, propagate_forward_time: 36.0911216736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0341949463
validation[          , genome  9164] predictions:    9844/  10000 (98.44%), best:    9862/10000 (98.62%), error:       475.66534, best error:       456.43445 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 488.8324890137s, input_fired_time: 4.9254517555, output_fired_time: 4.9297118187, propagate_forward_time: 180.6959381104, propagate_backward_time: 292.2180786133, weight_update_time: 0.6426102519, other_time: 6.0632934570
epoch time: 38.1543655396s, input_fired_time: 0.6225562096, output_fired_time: 0.0000000000, propagate_forward_time: 36.4904708862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0413398743
validation[          , genome  9164] predictions:    9857/  10000 (98.57%), best:    9862/10000 (98.62%), error:       477.82120, best error:       456.43445 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 487.3881835938s, input_fired_time: 4.9211182594, output_fired_time: 4.9159431458, propagate_forward_time: 180.0204467773, propagate_backward_time: 291.4813232422, weight_update_time: 0.6492218375, other_time: 6.0493469238
epoch time: 36.9590034485s, input_fired_time: 0.6145687103, output_fired_time: 0.0000000000, propagate_forward_time: 35.3165702820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0278663635
validation[          , genome  9164] predictions:    9872/  10000 (98.72%), best:    9862/10000 (98.62%), error:       459.87735, best error:       456.43445 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 487.8539123535s, input_fired_time: 4.9263863564, output_fired_time: 4.8890528679, propagate_forward_time: 180.4801940918, propagate_backward_time: 291.5283813477, weight_update_time: 0.6467244029, other_time: 6.0299072266
epoch time: 37.6715431213s, input_fired_time: 0.6166637540, output_fired_time: 0.0000000000, propagate_forward_time: 36.0294303894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0254478455
validation[          , genome  9164] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       458.60971, best error:       456.43445 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 486.2517395020s, input_fired_time: 4.9172801971, output_fired_time: 4.8845276833, propagate_forward_time: 179.9882354736, propagate_backward_time: 290.4560241699, weight_update_time: 0.6465657949, other_time: 6.0057067871
epoch time: 37.8703804016s, input_fired_time: 0.6221536994, output_fired_time: 0.0000000000, propagate_forward_time: 36.2213554382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0268707275
validation[          , genome  9164] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       456.98328, best error:       456.43445 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 488.0134582520s, input_fired_time: 4.9257702827, output_fired_time: 4.8936443329, propagate_forward_time: 180.5943756104, propagate_backward_time: 291.5677490234, weight_update_time: 0.6534284949, other_time: 6.0319213867
epoch time: 37.7884407043s, input_fired_time: 0.6191458106, output_fired_time: 0.0000000000, propagate_forward_time: 36.1369132996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0323829651
validation[          , genome  9164] predictions:    9856/  10000 (98.56%), best:    9862/10000 (98.62%), error:       458.64459, best error:       456.43445 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 489.1025695801s, input_fired_time: 4.9345636368, output_fired_time: 4.9066147804, propagate_forward_time: 180.5652160645, propagate_backward_time: 292.6300048828, weight_update_time: 0.6528367996, other_time: 6.0661621094
epoch time: 37.0362472534s, input_fired_time: 0.6152458787, output_fired_time: 0.0000000000, propagate_forward_time: 35.3923263550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0286750793
validation[          , genome  9164] predictions:    9864/  10000 (98.64%), best:    9862/10000 (98.62%), error:       475.31226, best error:       456.43445 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 487.3442382813s, input_fired_time: 4.9281682968, output_fired_time: 4.9201397896, propagate_forward_time: 179.8079376221, propagate_backward_time: 291.6443786621, weight_update_time: 0.6533364654, other_time: 6.0436096191
epoch time: 37.6718559265s, input_fired_time: 0.6190099716, output_fired_time: 0.0000000000, propagate_forward_time: 36.0193099976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0335350037
validation[          , genome  9164] predictions:    9867/  10000 (98.67%), best:    9862/10000 (98.62%), error:       471.67847, best error:       456.43445 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 485.6423950195s, input_fired_time: 4.9355731010, output_fired_time: 4.8690528870, propagate_forward_time: 179.3899536133, propagate_backward_time: 290.3722229004, weight_update_time: 0.6513049603, other_time: 6.0755920410
epoch time: 36.8449783325s, input_fired_time: 0.6145915985, output_fired_time: 0.0000000000, propagate_forward_time: 35.1920623779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0383224487
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       478.05319, best error:       456.43445 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 484.5258178711s, input_fired_time: 4.9085917473, output_fired_time: 4.8243002892, propagate_forward_time: 179.2411193848, propagate_backward_time: 289.5288696289, weight_update_time: 0.6459895968, other_time: 6.0229187012
epoch time: 37.3437500000s, input_fired_time: 0.6194005013, output_fired_time: 0.0000000000, propagate_forward_time: 35.6938247681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0305252075
validation[          , genome  9164] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       451.52289, best error:       451.52289 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 488.1201782227s, input_fired_time: 4.9340505600, output_fired_time: 4.8941025734, propagate_forward_time: 180.1350708008, propagate_backward_time: 292.0990600586, weight_update_time: 0.6499531269, other_time: 6.0578918457
epoch time: 37.5263023376s, input_fired_time: 0.6166322827, output_fired_time: 0.0000000000, propagate_forward_time: 35.8767051697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0329666138
validation[          , genome  9164] predictions:    9808/  10000 (98.08%), best:    9862/10000 (98.62%), error:       621.24005, best error:       451.52289 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 485.7868957520s, input_fired_time: 4.9198656082, output_fired_time: 4.8955316544, propagate_forward_time: 179.9459991455, propagate_backward_time: 289.9830932617, weight_update_time: 0.6452909112, other_time: 6.0424194336
epoch time: 37.6597099304s, input_fired_time: 0.6192138195, output_fired_time: 0.0000000000, propagate_forward_time: 36.0156936646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0248031616
validation[          , genome  9164] predictions:    9867/  10000 (98.67%), best:    9862/10000 (98.62%), error:       473.77136, best error:       451.52289 on epoch:    98, 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: 187.4931335449s, input_fired_time: 3.1170558929, output_fired_time: 0.0000000000, propagate_forward_time: 179.1338958740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2421875000
best training[          , genome  9164] predictions:   50000/  50000 (100.00%), best:    9862/10000 (98.62%), error:       251.52377, best error:       451.52289 on epoch:    98, 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: 37.5363807678s, input_fired_time: 0.6212092042, output_fired_time: 0.0000000000, propagate_forward_time: 35.8866539001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0285186768
   testing[          , genome  9164] predictions:    9879/  10000 (98.79%), best:    9862/10000 (98.62%), error:       381.45181, best error:       451.52289 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:49:19 (1652): called boinc_finish(0)

</stderr_txt>
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