Nameexact_genome_1518178202_50_18373_0
Workunit2991939
Created9 Feb 2018, 14:46:15 UTC
Sent9 Feb 2018, 15:22:03 UTC
Report deadline15 Mar 2018, 1:02:34 UTC
Received12 Feb 2018, 10:15:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60844
Run time12 hours 20 min 20 sec
CPU time12 hours 20 min 20 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.79 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size180.00 MB
Peak swap size181.80 MB
Peak disk usage3.76 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
 32.4589157104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5824241638
validation[          , genome 18373] predictions:    9829/  10000 (98.29%), best:    9868/10000 (98.68%), error:       558.28497, best error:       417.94666 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 401.1125183105s, input_fired_time: 8.3468418121, output_fired_time: 5.6524739265, propagate_forward_time: 158.9068756104, propagate_backward_time: 219.5979309082, weight_update_time: 0.4748298228, other_time: 8.6084136963
epoch time: 34.9144592285s, input_fired_time: 0.8857732415, output_fired_time: 0.0000000000, propagate_forward_time: 32.4531364441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5755500793
validation[          , genome 18373] predictions:    9834/  10000 (98.34%), best:    9868/10000 (98.68%), error:       529.09052, best error:       417.94666 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 400.5990600586s, input_fired_time: 8.3499164581, output_fired_time: 5.5641274452, propagate_forward_time: 159.0007934570, propagate_backward_time: 219.0785675049, weight_update_time: 0.4748944640, other_time: 8.6056671143
epoch time: 34.9475288391s, input_fired_time: 0.8904666305, output_fired_time: 0.0000000000, propagate_forward_time: 32.4763526917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5807113647
validation[          , genome 18373] predictions:    9825/  10000 (98.25%), best:    9868/10000 (98.68%), error:       559.53107, best error:       417.94666 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 400.4627075195s, input_fired_time: 8.3654594421, output_fired_time: 5.5144414902, propagate_forward_time: 159.0666198730, propagate_backward_time: 218.8664855957, weight_update_time: 0.4750088155, other_time: 8.6497192383
epoch time: 34.9172058105s, input_fired_time: 0.8862527013, output_fired_time: 0.0000000000, propagate_forward_time: 32.4530220032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5779304504
validation[          , genome 18373] predictions:    9832/  10000 (98.32%), best:    9868/10000 (98.68%), error:       499.02380, best error:       417.94666 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 402.1366271973s, input_fired_time: 8.3833312988, output_fired_time: 5.5233860016, propagate_forward_time: 159.7389526367, propagate_backward_time: 219.8483581543, weight_update_time: 0.4764785767, other_time: 8.6426086426
epoch time: 34.9402389526s, input_fired_time: 0.8934218287, output_fired_time: 0.0000000000, propagate_forward_time: 32.4649734497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5818443298
validation[          , genome 18373] predictions:    9841/  10000 (98.41%), best:    9868/10000 (98.68%), error:       496.43311, best error:       417.94666 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 401.3223571777s, input_fired_time: 8.3896350861, output_fired_time: 5.5458250046, propagate_forward_time: 159.2632904053, propagate_backward_time: 219.4821929932, weight_update_time: 0.4767509699, other_time: 8.6413879395
epoch time: 34.9566268921s, input_fired_time: 0.8928722739, output_fired_time: 0.0000000000, propagate_forward_time: 32.4754943848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5882606506
validation[          , genome 18373] predictions:    9839/  10000 (98.39%), best:    9868/10000 (98.68%), error:       478.73917, best error:       417.94666 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 401.0093383789s, input_fired_time: 8.3728218079, output_fired_time: 5.6381688118, propagate_forward_time: 158.9166564941, propagate_backward_time: 219.4452362061, weight_update_time: 0.4764843583, other_time: 8.6364288330
epoch time: 34.9502525330s, input_fired_time: 0.9006177783, output_fired_time: 0.0000000000, propagate_forward_time: 32.4646911621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5849418640
validation[          , genome 18373] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       445.58804, best error:       417.94666 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 420.6901245117s, input_fired_time: 8.6160516739, output_fired_time: 5.8318562508, propagate_forward_time: 166.2517547607, propagate_backward_time: 231.2013244629, weight_update_time: 0.4899894893, other_time: 8.7891387939
epoch time: 34.9341392517s, input_fired_time: 0.8907503486, output_fired_time: 0.0000000000, propagate_forward_time: 32.4570236206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5863647461
validation[          , genome 18373] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       529.50507, best error:       417.94666 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 401.1312255859s, input_fired_time: 8.3501882553, output_fired_time: 5.6573247910, propagate_forward_time: 158.9272003174, propagate_backward_time: 219.5729980469, weight_update_time: 0.4753820002, other_time: 8.6235198975
epoch time: 34.9392127991s, input_fired_time: 0.8967781663, output_fired_time: 0.0000000000, propagate_forward_time: 32.4611473083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5812873840
validation[          , genome 18373] predictions:    9830/  10000 (98.30%), best:    9868/10000 (98.68%), error:       561.24725, best error:       417.94666 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 3783.1196289062s, input_fired_time: 8.4038543701, output_fired_time: 5.6670637131, propagate_forward_time: 159.9794158936, propagate_backward_time: 3600.4201660156, weight_update_time: 0.4767078757, other_time: 8.6491699219
epoch time: 35.0038795471s, input_fired_time: 0.9053676128, output_fired_time: 0.0000000000, propagate_forward_time: 32.5056533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5928573608
validation[          , genome 18373] predictions:    9849/  10000 (98.49%), best:    9868/10000 (98.68%), error:       455.99942, best error:       417.94666 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 400.1683044434s, input_fired_time: 8.3761310577, output_fired_time: 5.5111908913, propagate_forward_time: 159.0109252930, propagate_backward_time: 218.6194915771, weight_update_time: 0.4760341346, other_time: 8.6505584717
epoch time: 34.9520339966s, input_fired_time: 0.8943467140, output_fired_time: 0.0000000000, propagate_forward_time: 32.4702415466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5874443054
validation[          , genome 18373] predictions:    9847/  10000 (98.47%), best:    9868/10000 (98.68%), error:       498.51642, best error:       417.94666 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 399.9110717773s, input_fired_time: 8.3385076523, output_fired_time: 5.5026054382, propagate_forward_time: 158.9511566162, propagate_backward_time: 218.4987487793, weight_update_time: 0.4757558405, other_time: 8.6200714111
epoch time: 34.9543991089s, input_fired_time: 0.8977798223, output_fired_time: 0.0000000000, propagate_forward_time: 32.4701957703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5864219666
validation[          , genome 18373] predictions:    9851/  10000 (98.51%), best:    9868/10000 (98.68%), error:       466.42389, best error:       417.94666 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 400.7182922363s, input_fired_time: 8.3833246231, output_fired_time: 5.5701122284, propagate_forward_time: 159.0681762695, propagate_backward_time: 219.0590057373, weight_update_time: 0.4765930474, other_time: 8.6376800537
epoch time: 34.9347457886s, input_fired_time: 0.8926469088, output_fired_time: 0.0000000000, propagate_forward_time: 32.4581947327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5839042664
validation[          , genome 18373] predictions:    9865/  10000 (98.65%), best:    9868/10000 (98.68%), error:       444.40967, best error:       417.94666 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 400.4119262695s, input_fired_time: 8.3510589600, output_fired_time: 5.5936088562, propagate_forward_time: 158.8550567627, propagate_backward_time: 219.0074768066, weight_update_time: 0.4741074443, other_time: 8.6047210693
epoch time: 34.9397506714s, input_fired_time: 0.8957789540, output_fired_time: 0.0000000000, propagate_forward_time: 32.4608802795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5830917358
validation[          , genome 18373] predictions:    9848/  10000 (98.48%), best:    9868/10000 (98.68%), error:       471.52533, best error:       417.94666 on epoch:    13, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 400.4273071289s, input_fired_time: 8.3425312042, output_fired_time: 5.5932655334, propagate_forward_time: 158.8700561523, propagate_backward_time: 219.0227661133, weight_update_time: 0.4730762839, other_time: 8.5986938477
epoch time: 34.9150581360s, input_fired_time: 0.8909136057, output_fired_time: 0.0000000000, propagate_forward_time: 32.4488983154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5752449036
validation[          , genome 18373] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       503.33725, best error:       417.94666 on epoch:    13, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 400.7715759277s, input_fired_time: 8.3379812241, output_fired_time: 5.6533565521, propagate_forward_time: 158.8377990723, propagate_backward_time: 219.3594360352, weight_update_time: 0.4724857807, other_time: 8.5830078125
epoch time: 34.9096679688s, input_fired_time: 0.8936799169, output_fired_time: 0.0000000000, propagate_forward_time: 32.4446601868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5713272095
validation[          , genome 18373] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       475.35507, best error:       417.94666 on epoch:    13, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 401.4145507812s, input_fired_time: 8.4388580322, output_fired_time: 5.5913681984, propagate_forward_time: 159.2950439453, propagate_backward_time: 219.3551025391, weight_update_time: 0.4745356143, other_time: 8.7341918945
epoch time: 35.3400650024s, input_fired_time: 0.9070370793, output_fired_time: 0.0000000000, propagate_forward_time: 32.8282165527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6048126221
validation[          , genome 18373] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       363.15424, best error:       363.15424 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 401.5105895996s, input_fired_time: 8.4936380386, output_fired_time: 5.5499663353, propagate_forward_time: 159.3868560791, propagate_backward_time: 219.2682189941, weight_update_time: 0.4763500094, other_time: 8.8119049072
epoch time: 34.9374313354s, input_fired_time: 0.9004499316, output_fired_time: 0.0000000000, propagate_forward_time: 32.4586601257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5783195496
validation[          , genome 18373] predictions:    9854/  10000 (98.54%), best:    9880/10000 (98.80%), error:       448.52759, best error:       363.15424 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 400.3128051758s, input_fired_time: 8.3800458908, output_fired_time: 5.5546875000, propagate_forward_time: 158.9916076660, propagate_backward_time: 218.7746734619, weight_update_time: 0.4745395780, other_time: 8.6118011475
epoch time: 34.9512672424s, input_fired_time: 0.9061793685, output_fired_time: 0.0000000000, propagate_forward_time: 32.4600906372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5849990845
validation[          , genome 18373] predictions:    9852/  10000 (98.52%), best:    9880/10000 (98.80%), error:       436.25638, best error:       363.15424 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 409.0085754395s, input_fired_time: 8.3394432068, output_fired_time: 5.6030602455, propagate_forward_time: 162.3372955322, propagate_backward_time: 224.4795074463, weight_update_time: 0.4641701877, other_time: 8.2492675781
epoch time: 34.8472175598s, input_fired_time: 0.8488019109, output_fired_time: 0.0000000000, propagate_forward_time: 32.5606231689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4377937317
validation[          , genome 18373] predictions:    9884/  10000 (98.84%), best:    9880/10000 (98.80%), error:       399.91492, best error:       363.15424 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 399.1069641113s, input_fired_time: 8.0044755936, output_fired_time: 5.5376610756, propagate_forward_time: 158.8980560303, propagate_backward_time: 219.0134735107, weight_update_time: 0.4423541129, other_time: 7.6532897949
epoch time: 34.6348953247s, input_fired_time: 0.8319407701, output_fired_time: 0.0000000000, propagate_forward_time: 32.4087486267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3942070007
validation[          , genome 18373] predictions:    9881/  10000 (98.81%), best:    9880/10000 (98.80%), error:       411.42502, best error:       363.15424 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 398.5627746582s, input_fired_time: 7.9543271065, output_fired_time: 5.5507669449, propagate_forward_time: 158.6326599121, propagate_backward_time: 218.8038024902, weight_update_time: 0.4414401650, other_time: 7.6212158203
epoch time: 34.6349220276s, input_fired_time: 0.8283920884, output_fired_time: 0.0000000000, propagate_forward_time: 32.4106407166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3958892822
validation[          , genome 18373] predictions:    9871/  10000 (98.71%), best:    9880/10000 (98.80%), error:       397.92615, best error:       363.15424 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 398.8386840820s, input_fired_time: 7.9646425247, output_fired_time: 5.5752449036, propagate_forward_time: 158.6338653564, propagate_backward_time: 219.0404663086, weight_update_time: 0.4416708052, other_time: 7.6244659424
epoch time: 34.6290359497s, input_fired_time: 0.8258121014, output_fired_time: 0.0000000000, propagate_forward_time: 32.4088897705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3943328857
validation[          , genome 18373] predictions:    9854/  10000 (98.54%), best:    9880/10000 (98.80%), error:       467.01862, best error:       363.15424 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 398.8525390625s, input_fired_time: 7.9709048271, output_fired_time: 5.5761036873, propagate_forward_time: 158.6522216797, propagate_backward_time: 219.0331268311, weight_update_time: 0.4415600598, other_time: 7.6201629639
epoch time: 35.8419532776s, input_fired_time: 0.8542616963, output_fired_time: 0.0000000000, propagate_forward_time: 33.5709381104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4167518616
validation[          , genome 18373] predictions:    9889/  10000 (98.89%), best:    9880/10000 (98.80%), error:       382.99686, best error:       363.15424 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 411.2661743164s, input_fired_time: 8.1329069138, output_fired_time: 5.5966882706, propagate_forward_time: 163.4758605957, propagate_backward_time: 226.3342895508, weight_update_time: 0.4520207345, other_time: 7.7264404297
epoch time: 36.2937088013s, input_fired_time: 0.8601131439, output_fired_time: 0.0000000000, propagate_forward_time: 34.0127296448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4208641052
validation[          , genome 18373] predictions:    9883/  10000 (98.83%), best:    9880/10000 (98.80%), error:       386.22363, best error:       363.15424 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 447.2089233398s, input_fired_time: 8.7697257996, output_fired_time: 6.1239180565, propagate_forward_time: 176.0461883545, propagate_backward_time: 247.8676757812, weight_update_time: 0.4881142378, other_time: 8.4014282227
epoch time: 35.2757377625s, input_fired_time: 0.9282377958, output_fired_time: 0.0000000000, propagate_forward_time: 32.6785011292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6689987183
validation[          , genome 18373] predictions:    9881/  10000 (98.81%), best:    9880/10000 (98.80%), error:       368.27298, best error:       363.15424 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 402.2099609375s, input_fired_time: 8.5474815369, output_fired_time: 5.6193070412, propagate_forward_time: 159.4680786133, propagate_backward_time: 219.7234802246, weight_update_time: 0.4758991897, other_time: 8.8516235352
epoch time: 34.9552688599s, input_fired_time: 0.9075592160, output_fired_time: 0.0000000000, propagate_forward_time: 32.4638175964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5838928223
validation[          , genome 18373] predictions:    9890/  10000 (98.90%), best:    9890/10000 (98.90%), error:       344.49066, best error:       344.49066 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 400.6702270508s, input_fired_time: 8.4230222702, output_fired_time: 5.6220088005, propagate_forward_time: 158.8969421387, propagate_backward_time: 219.1087341309, weight_update_time: 0.4745032787, other_time: 8.6195068359
epoch time: 34.9491806030s, input_fired_time: 0.9085826278, output_fired_time: 0.0000000000, propagate_forward_time: 32.4562873840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5843124390
validation[          , genome 18373] predictions:    9882/  10000 (98.82%), best:    9890/10000 (98.90%), error:       377.40479, best error:       344.49066 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 400.5315246582s, input_fired_time: 8.4192228317, output_fired_time: 5.5877943039, propagate_forward_time: 158.9740142822, propagate_backward_time: 218.9158325195, weight_update_time: 0.4744484127, other_time: 8.6346588135
epoch time: 34.9484558105s, input_fired_time: 0.9039653540, output_fired_time: 0.0000000000, propagate_forward_time: 32.4618911743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5825996399
validation[          , genome 18373] predictions:    9868/  10000 (98.68%), best:    9890/10000 (98.90%), error:       412.14728, best error:       344.49066 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 399.8138732910s, input_fired_time: 8.4224681854, output_fired_time: 5.5041103363, propagate_forward_time: 158.9438781738, propagate_backward_time: 218.3139801025, weight_update_time: 0.4750443399, other_time: 8.6294403076
epoch time: 34.9704856873s, input_fired_time: 0.9082158804, output_fired_time: 0.0000000000, propagate_forward_time: 32.4759635925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5863075256
validation[          , genome 18373] predictions:    9893/  10000 (98.93%), best:    9890/10000 (98.90%), error:       350.59863, best error:       344.49066 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 400.1581420898s, input_fired_time: 8.4313859940, output_fired_time: 5.5577363968, propagate_forward_time: 158.9349060059, propagate_backward_time: 218.6006927490, weight_update_time: 0.4749847651, other_time: 8.6334075928
epoch time: 34.9618988037s, input_fired_time: 0.9123339653, output_fired_time: 0.0000000000, propagate_forward_time: 32.4654159546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5841484070
validation[          , genome 18373] predictions:    9862/  10000 (98.62%), best:    9890/10000 (98.90%), error:       438.32501, best error:       344.49066 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 400.2009582520s, input_fired_time: 8.4134521484, output_fired_time: 5.5722274780, propagate_forward_time: 158.8961486816, propagate_backward_time: 218.6892852783, weight_update_time: 0.4748703539, other_time: 8.6298370361
epoch time: 34.9653892517s, input_fired_time: 0.9104512930, output_fired_time: 0.0000000000, propagate_forward_time: 32.4692115784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5857276917
validation[          , genome 18373] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       342.17160, best error:       342.17160 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 400.0669555664s, input_fired_time: 8.4442348480, output_fired_time: 5.5039606094, propagate_forward_time: 159.1045532227, propagate_backward_time: 218.3801727295, weight_update_time: 0.4750663340, other_time: 8.6340179443
epoch time: 34.9455261230s, input_fired_time: 0.9061876535, output_fired_time: 0.0000000000, propagate_forward_time: 32.4582939148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5810432434
validation[          , genome 18373] predictions:    9861/  10000 (98.61%), best:    9889/10000 (98.89%), error:       418.23740, best error:       342.17160 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 399.7915039062s, input_fired_time: 8.4435806274, output_fired_time: 5.5069041252, propagate_forward_time: 158.9205932617, propagate_backward_time: 218.2940979004, weight_update_time: 0.4745588303, other_time: 8.6263427734
epoch time: 34.9491500854s, input_fired_time: 0.9093400836, output_fired_time: 0.0000000000, propagate_forward_time: 32.4574241638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5823860168
validation[          , genome 18373] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       386.99365, best error:       342.17160 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 2181.2790527344s, input_fired_time: 8.5623331070, output_fired_time: 5.6801524162, propagate_forward_time: 162.6823577881, propagate_backward_time: 1995.6893310547, weight_update_time: 0.4808084071, other_time: 8.6649169922
epoch time: 34.9470863342s, input_fired_time: 0.9068084359, output_fired_time: 0.0000000000, propagate_forward_time: 32.4584083557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5818710327
validation[          , genome 18373] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       366.43747, best error:       342.17160 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 405.7814941406s, input_fired_time: 8.5135822296, output_fired_time: 5.6111435890, propagate_forward_time: 161.1682128906, propagate_backward_time: 221.8373565674, weight_update_time: 0.4778130651, other_time: 8.6511993408
epoch time: 34.9690246582s, input_fired_time: 0.9118351340, output_fired_time: 0.0000000000, propagate_forward_time: 32.4747276306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5824623108
validation[          , genome 18373] predictions:    9885/  10000 (98.85%), best:    9889/10000 (98.89%), error:       349.69824, best error:       342.17160 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 401.0015258789s, input_fired_time: 8.4637460709, output_fired_time: 5.6067595482, propagate_forward_time: 159.2393493652, propagate_backward_time: 219.0704498291, weight_update_time: 0.4735491574, other_time: 8.6212310791
epoch time: 34.9622726440s, input_fired_time: 0.9122847319, output_fired_time: 0.0000000000, propagate_forward_time: 32.4647827148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5852050781
validation[          , genome 18373] predictions:    9879/  10000 (98.79%), best:    9889/10000 (98.89%), error:       350.73718, best error:       342.17160 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 400.4220275879s, input_fired_time: 8.4430837631, output_fired_time: 5.5933179855, propagate_forward_time: 158.9212646484, propagate_backward_time: 218.8422698975, weight_update_time: 0.4743120074, other_time: 8.6220855713
epoch time: 34.9664154053s, input_fired_time: 0.9139512777, output_fired_time: 0.0000000000, propagate_forward_time: 32.4681510925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5843124390
validation[          , genome 18373] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       333.45453, best error:       333.45453 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 404.3505859375s, input_fired_time: 8.5047845840, output_fired_time: 5.5558152199, propagate_forward_time: 160.6344146729, propagate_backward_time: 221.0048217773, weight_update_time: 0.4780104756, other_time: 8.6507415771
epoch time: 34.9838676453s, input_fired_time: 0.9153274894, output_fired_time: 0.0000000000, propagate_forward_time: 32.4823188782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5862197876
validation[          , genome 18373] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       364.69724, best error:       333.45453 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 399.7442321777s, input_fired_time: 8.4635381699, output_fired_time: 5.5022563934, propagate_forward_time: 158.9401092529, propagate_backward_time: 218.2064819336, weight_update_time: 0.4744623601, other_time: 8.6318511963
epoch time: 34.9803848267s, input_fired_time: 0.9162056446, output_fired_time: 0.0000000000, propagate_forward_time: 32.4767990112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5873794556
validation[          , genome 18373] predictions:    9902/  10000 (99.02%), best:    9893/10000 (98.93%), error:       348.87726, best error:       333.45453 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 411.5075378418s, input_fired_time: 8.6082201004, output_fired_time: 5.6614069939, propagate_forward_time: 163.1124114990, propagate_backward_time: 225.4139251709, weight_update_time: 0.4817736745, other_time: 8.7115783691
epoch time: 35.8710174561s, input_fired_time: 0.9391834140, output_fired_time: 0.0000000000, propagate_forward_time: 33.3374061584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5944290161
validation[          , genome 18373] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       412.07593, best error:       333.45453 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 402.0582885742s, input_fired_time: 8.5146999359, output_fired_time: 5.6272091866, propagate_forward_time: 159.5689849854, propagate_backward_time: 219.7005157471, weight_update_time: 0.4756443202, other_time: 8.6468811035
epoch time: 34.9794425964s, input_fired_time: 0.9180693626, output_fired_time: 0.0000000000, propagate_forward_time: 32.4705505371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5908241272
validation[          , genome 18373] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       380.81442, best error:       333.45453 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 399.7238159180s, input_fired_time: 8.4670982361, output_fired_time: 5.5030207634, propagate_forward_time: 158.9401245117, propagate_backward_time: 218.1754150391, weight_update_time: 0.4744330347, other_time: 8.6381530762
epoch time: 34.9802894592s, input_fired_time: 0.9198207259, output_fired_time: 0.0000000000, propagate_forward_time: 32.4739532471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5865173340
validation[          , genome 18373] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       366.09103, best error:       333.45453 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 3773.0820312500s, input_fired_time: 8.4835786819, output_fired_time: 5.5137629509, propagate_forward_time: 3532.1931152344, propagate_backward_time: 218.2394104004, weight_update_time: 0.4748713374, other_time: 8.6521911621
epoch time: 34.9867019653s, input_fired_time: 0.9191880226, output_fired_time: 0.0000000000, propagate_forward_time: 32.4789428711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5885696411
validation[          , genome 18373] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       349.25873, best error:       333.45453 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 399.9557495117s, input_fired_time: 8.4730186462, output_fired_time: 5.5085701942, propagate_forward_time: 158.9844512939, propagate_backward_time: 218.3454895020, weight_update_time: 0.4772278965, other_time: 8.6442108154
epoch time: 34.9811363220s, input_fired_time: 0.9170479178, output_fired_time: 0.0000000000, propagate_forward_time: 32.4754295349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5886573792
validation[          , genome 18373] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       370.03375, best error:       333.45453 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 400.4122009277s, input_fired_time: 8.4808130264, output_fired_time: 5.5442347527, propagate_forward_time: 158.9904174805, propagate_backward_time: 218.7656097412, weight_update_time: 0.4743143618, other_time: 8.6311492920
epoch time: 34.9869461060s, input_fired_time: 0.9212151170, output_fired_time: 0.0000000000, propagate_forward_time: 32.4759178162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5898132324
validation[          , genome 18373] predictions:    9881/  10000 (98.81%), best:    9893/10000 (98.93%), error:       380.44717, best error:       333.45453 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 401.0802612305s, input_fired_time: 8.4647922516, output_fired_time: 5.6652398109, propagate_forward_time: 158.9598388672, propagate_backward_time: 219.3520355225, weight_update_time: 0.4754280448, other_time: 8.6383514404
epoch time: 34.9748802185s, input_fired_time: 0.9160428643, output_fired_time: 0.0000000000, propagate_forward_time: 32.4701995850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5886383057
validation[          , genome 18373] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       364.64032, best error:       333.45453 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 400.8062744141s, input_fired_time: 8.4558992386, output_fired_time: 5.6566925049, propagate_forward_time: 158.9329681396, propagate_backward_time: 219.1284332275, weight_update_time: 0.4752840400, other_time: 8.6322631836
epoch time: 34.9717826843s, input_fired_time: 0.9161913395, output_fired_time: 0.0000000000, propagate_forward_time: 32.4690666199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5865249634
validation[          , genome 18373] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       351.69931, best error:       333.45453 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 400.8934326172s, input_fired_time: 8.4883499146, output_fired_time: 5.5895533562, propagate_forward_time: 159.1365203857, propagate_backward_time: 219.0183715820, weight_update_time: 0.4748693109, other_time: 8.6606597900
epoch time: 35.0275573730s, input_fired_time: 0.9223083258, output_fired_time: 0.0000000000, propagate_forward_time: 32.4947052002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6105422974
validation[          , genome 18373] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       352.92136, best error:       333.45453 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 400.5483703613s, input_fired_time: 8.5127801895, output_fired_time: 5.5129246712, propagate_forward_time: 159.3744354248, propagate_backward_time: 218.4980316162, weight_update_time: 0.4744218886, other_time: 8.6501770020
epoch time: 35.0250091553s, input_fired_time: 0.9218864441, output_fired_time: 0.0000000000, propagate_forward_time: 32.5127754211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5903472900
validation[          , genome 18373] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       352.10172, best error:       333.45453 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 400.2999267578s, input_fired_time: 8.5004930496, output_fired_time: 5.5091738701, propagate_forward_time: 159.2221679688, propagate_backward_time: 218.4282073975, weight_update_time: 0.4745782316, other_time: 8.6398773193
epoch time: 35.9995307922s, input_fired_time: 0.9373222589, output_fired_time: 0.0000000000, propagate_forward_time: 33.4622726440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5999374390
validation[          , genome 18373] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       346.71445, best error:       333.45453 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 406.1318664551s, input_fired_time: 8.6199369431, output_fired_time: 5.6075005531, propagate_forward_time: 161.2277832031, propagate_backward_time: 222.0037994385, weight_update_time: 0.4780849516, other_time: 8.6728363037
epoch time: 35.0696563721s, input_fired_time: 0.9255501032, output_fired_time: 0.0000000000, propagate_forward_time: 32.5459365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5981712341
validation[          , genome 18373] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       351.58237, best error:       333.45453 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 401.9358215332s, input_fired_time: 8.5669269562, output_fired_time: 5.5979332924, propagate_forward_time: 159.3862304688, propagate_backward_time: 219.6524353027, weight_update_time: 0.4794510305, other_time: 8.7322998047
epoch time: 35.0195999146s, input_fired_time: 0.9224635959, output_fired_time: 0.0000000000, propagate_forward_time: 32.5056304932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5915069580
validation[          , genome 18373] predictions:    9898/  10000 (98.98%), best:    9893/10000 (98.93%), error:       341.28424, best error:       333.45453 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 400.7265014648s, input_fired_time: 8.4800062180, output_fired_time: 5.5899329185, propagate_forward_time: 159.0777740479, propagate_backward_time: 218.9365539551, weight_update_time: 0.4755941033, other_time: 8.6422271729
epoch time: 34.9727935791s, input_fired_time: 0.9184237123, output_fired_time: 0.0000000000, propagate_forward_time: 32.4635505676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5908203125
validation[          , genome 18373] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       366.13925, best error:       333.45453 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 400.2496948242s, input_fired_time: 8.5068311691, output_fired_time: 5.5638442039, propagate_forward_time: 158.9968719482, propagate_backward_time: 218.5509948730, weight_update_time: 0.4752033353, other_time: 8.6311492920
epoch time: 35.0089149475s, input_fired_time: 0.9259651303, output_fired_time: 0.0000000000, propagate_forward_time: 32.4958267212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5871238708
validation[          , genome 18373] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       385.36490, best error:       333.45453 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 400.7034301758s, input_fired_time: 8.4859857559, output_fired_time: 5.6332225800, propagate_forward_time: 159.0055084229, propagate_backward_time: 218.9527130127, weight_update_time: 0.4750715792, other_time: 8.6260070801
epoch time: 34.9706916809s, input_fired_time: 0.9200057387, output_fired_time: 0.0000000000, propagate_forward_time: 32.4639015198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5867843628
validation[          , genome 18373] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       366.12585, best error:       333.45453 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 400.5686035156s, input_fired_time: 8.4922151566, output_fired_time: 5.5712733269, propagate_forward_time: 159.1039123535, propagate_backward_time: 218.7672729492, weight_update_time: 0.4744584858, other_time: 8.6339416504
epoch time: 34.9903182983s, input_fired_time: 0.9204984903, output_fired_time: 0.0000000000, propagate_forward_time: 32.4851074219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5847129822
validation[          , genome 18373] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       345.46021, best error:       333.45453 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 400.0461730957s, input_fired_time: 8.4930353165, output_fired_time: 5.5062599182, propagate_forward_time: 159.0445404053, propagate_backward_time: 218.3700866699, weight_update_time: 0.4742972255, other_time: 8.6322479248
epoch time: 34.9984817505s, input_fired_time: 0.9213911295, output_fired_time: 0.0000000000, propagate_forward_time: 32.4900474548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5870437622
validation[          , genome 18373] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       356.86462, best error:       333.45453 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 399.8255004883s, input_fired_time: 8.4811620712, output_fired_time: 5.5061306953, propagate_forward_time: 159.0321807861, propagate_backward_time: 218.1713409424, weight_update_time: 0.4743925929, other_time: 8.6346740723
epoch time: 35.0076103210s, input_fired_time: 0.9243788719, output_fired_time: 0.0000000000, propagate_forward_time: 32.4973106384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5859222412
validation[          , genome 18373] predictions:    9886/  10000 (98.86%), best:    9893/10000 (98.93%), error:       361.36334, best error:       333.45453 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 399.8681640625s, input_fired_time: 8.4990959167, output_fired_time: 5.5011839867, propagate_forward_time: 159.0702667236, propagate_backward_time: 218.1785430908, weight_update_time: 0.4742302299, other_time: 8.6190795898
epoch time: 35.0093612671s, input_fired_time: 0.9206012487, output_fired_time: 0.0000000000, propagate_forward_time: 32.5011062622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5876541138
validation[          , genome 18373] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       353.26743, best error:       333.45453 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 400.5056457520s, input_fired_time: 8.5214996338, output_fired_time: 5.5515346527, propagate_forward_time: 159.1002044678, propagate_backward_time: 218.6463928223, weight_update_time: 0.4751533270, other_time: 8.6859893799
epoch time: 35.1967887878s, input_fired_time: 0.9478707910, output_fired_time: 0.0000000000, propagate_forward_time: 32.5962448120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6526718140
validation[          , genome 18373] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       346.26767, best error:       333.45453 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 400.8405456543s, input_fired_time: 8.4913501740, output_fired_time: 5.6414432526, propagate_forward_time: 159.0375366211, propagate_backward_time: 219.0214233398, weight_update_time: 0.4750367701, other_time: 8.6487731934
epoch time: 34.9800987244s, input_fired_time: 0.9222847819, output_fired_time: 0.0000000000, propagate_forward_time: 32.4716224670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5861930847
validation[          , genome 18373] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       346.68170, best error:       333.45453 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 400.1963806152s, input_fired_time: 8.4782104492, output_fired_time: 5.5766763687, propagate_forward_time: 158.9410705566, propagate_backward_time: 218.5677642822, weight_update_time: 0.4755246937, other_time: 8.6326446533
epoch time: 34.9919242859s, input_fired_time: 0.9235870838, output_fired_time: 0.0000000000, propagate_forward_time: 32.4842453003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5840911865
validation[          , genome 18373] predictions:    9899/  10000 (98.99%), best:    9893/10000 (98.93%), error:       352.13480, best error:       333.45453 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 399.4844055176s, input_fired_time: 8.4717607498, output_fired_time: 5.5003085136, propagate_forward_time: 158.9133758545, propagate_backward_time: 217.9770050049, weight_update_time: 0.4746785164, other_time: 8.6219482422
epoch time: 34.9757385254s, input_fired_time: 0.9224275947, output_fired_time: 0.0000000000, propagate_forward_time: 32.4670791626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5862312317
validation[          , genome 18373] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       351.49622, best error:       333.45453 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 400.3287963867s, input_fired_time: 8.5071668625, output_fired_time: 5.5438528061, propagate_forward_time: 159.0539398193, propagate_backward_time: 218.5932617188, weight_update_time: 0.4753631949, other_time: 8.6305694580
epoch time: 35.0481948853s, input_fired_time: 0.9315012693, output_fired_time: 0.0000000000, propagate_forward_time: 32.5274810791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5892143250
validation[          , genome 18373] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       360.60535, best error:       333.45453 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 401.6080322266s, input_fired_time: 8.5235214233, output_fired_time: 5.6435728073, propagate_forward_time: 159.3968505859, propagate_backward_time: 219.3604431152, weight_update_time: 0.4754092097, other_time: 8.6836242676
epoch time: 34.9751396179s, input_fired_time: 0.9253487587, output_fired_time: 0.0000000000, propagate_forward_time: 32.4651679993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5846214294
validation[          , genome 18373] predictions:    9899/  10000 (98.99%), best:    9893/10000 (98.93%), error:       339.69321, best error:       333.45453 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 400.7262573242s, input_fired_time: 8.4822607040, output_fired_time: 5.6569552422, propagate_forward_time: 158.9182434082, propagate_backward_time: 219.0405120850, weight_update_time: 0.4750686884, other_time: 8.6282806396
epoch time: 34.9773216248s, input_fired_time: 0.9252476692, output_fired_time: 0.0000000000, propagate_forward_time: 32.4652252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5868492126
validation[          , genome 18373] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       347.68466, best error:       333.45453 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 400.3096008301s, input_fired_time: 8.5091180801, output_fired_time: 5.5237841606, propagate_forward_time: 159.1340484619, propagate_backward_time: 218.4720764160, weight_update_time: 0.4754682183, other_time: 8.6705780029
epoch time: 35.0783729553s, input_fired_time: 0.9270302057, output_fired_time: 0.0000000000, propagate_forward_time: 32.5653076172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5860366821
validation[          , genome 18373] predictions:    9901/  10000 (99.01%), best:    9893/10000 (98.93%), error:       341.60498, best error:       333.45453 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 400.7929077148s, input_fired_time: 8.5288553238, output_fired_time: 5.5805697441, propagate_forward_time: 159.1878051758, propagate_backward_time: 218.8553466797, weight_update_time: 0.4753645658, other_time: 8.6403198242
epoch time: 35.0595054626s, input_fired_time: 0.9276689291, output_fired_time: 0.0000000000, propagate_forward_time: 32.5412788391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5905570984
validation[          , genome 18373] predictions:    9904/  10000 (99.04%), best:    9893/10000 (98.93%), error:       339.37753, best error:       333.45453 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 401.3202514648s, input_fired_time: 8.5351057053, output_fired_time: 5.6108269691, propagate_forward_time: 159.4615783691, propagate_backward_time: 219.0331115723, weight_update_time: 0.4758708179, other_time: 8.6796264648
epoch time: 35.0233421326s, input_fired_time: 0.9258762598, output_fired_time: 0.0000000000, propagate_forward_time: 32.5110931396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5863723755
validation[          , genome 18373] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       364.26010, best error:       333.45453 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 400.9913635254s, input_fired_time: 8.4974651337, output_fired_time: 5.6279392242, propagate_forward_time: 159.0097656250, propagate_backward_time: 219.2223510742, weight_update_time: 0.4758663177, other_time: 8.6338500977
epoch time: 35.0848617554s, input_fired_time: 0.9278751612, output_fired_time: 0.0000000000, propagate_forward_time: 32.5627212524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5942649841
validation[          , genome 18373] predictions:    9900/  10000 (99.00%), best:    9893/10000 (98.93%), error:       348.82352, best error:       333.45453 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 401.7083129883s, input_fired_time: 8.5340738297, output_fired_time: 5.6114373207, propagate_forward_time: 159.4916534424, propagate_backward_time: 219.2702484131, weight_update_time: 0.4758389294, other_time: 8.8008728027
epoch time: 35.0762786865s, input_fired_time: 0.9273332357, output_fired_time: 0.0000000000, propagate_forward_time: 32.5576591492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5912857056
validation[          , genome 18373] predictions:    9892/  10000 (98.92%), best:    9893/10000 (98.93%), error:       359.22238, best error:       333.45453 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 401.3463745117s, input_fired_time: 8.5206193924, output_fired_time: 5.6227469444, propagate_forward_time: 159.1077117920, propagate_backward_time: 219.4457244873, weight_update_time: 0.4748955071, other_time: 8.6495666504
epoch time: 35.0625305176s, input_fired_time: 0.9277657866, output_fired_time: 0.0000000000, propagate_forward_time: 32.4927444458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6420211792
validation[          , genome 18373] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       362.50473, best error:       333.45453 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 401.0443725586s, input_fired_time: 8.5327653885, output_fired_time: 5.6057991982, propagate_forward_time: 159.2999572754, propagate_backward_time: 218.9716339111, weight_update_time: 0.4748284817, other_time: 8.6342010498
epoch time: 35.0548629761s, input_fired_time: 0.9286099076, output_fired_time: 0.0000000000, propagate_forward_time: 32.5394172668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5868339539
validation[          , genome 18373] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       359.76343, best error:       333.45453 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 401.2045288086s, input_fired_time: 8.5036725998, output_fired_time: 5.6222310066, propagate_forward_time: 159.0419464111, propagate_backward_time: 219.3851013184, weight_update_time: 0.4753568769, other_time: 8.6515960693
epoch time: 35.0466957092s, input_fired_time: 0.9247791171, output_fired_time: 0.0000000000, propagate_forward_time: 32.5324172974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5895004272
validation[          , genome 18373] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       358.94171, best error:       333.45453 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 401.1286315918s, input_fired_time: 8.5148496628, output_fired_time: 5.6389398575, propagate_forward_time: 159.0364990234, propagate_backward_time: 219.2522888184, weight_update_time: 0.4759792984, other_time: 8.6860351562
epoch time: 35.0611991882s, input_fired_time: 0.9265288711, output_fired_time: 0.0000000000, propagate_forward_time: 32.5105018616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6241683960
validation[          , genome 18373] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       361.95636, best error:       333.45453 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 401.7968139648s, input_fired_time: 8.5225286484, output_fired_time: 5.6623220444, propagate_forward_time: 159.3199310303, propagate_backward_time: 219.5805816650, weight_update_time: 0.4763871133, other_time: 8.7114562988
epoch time: 35.0656852722s, input_fired_time: 0.9280013442, output_fired_time: 0.0000000000, propagate_forward_time: 32.5466232300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5910606384
validation[          , genome 18373] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       357.47760, best error:       333.45453 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 402.1726684570s, input_fired_time: 8.5855503082, output_fired_time: 5.6498908997, propagate_forward_time: 159.5151977539, propagate_backward_time: 219.6813354492, weight_update_time: 0.4760054052, other_time: 8.7406921387
epoch time: 34.9793853760s, input_fired_time: 0.9266757369, output_fired_time: 0.0000000000, propagate_forward_time: 32.4677810669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5849304199
validation[          , genome 18373] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       363.29614, best error:       333.45453 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 400.6605834961s, input_fired_time: 8.5123872757, output_fired_time: 5.6132588387, propagate_forward_time: 159.0433959961, propagate_backward_time: 218.8486480713, weight_update_time: 0.4756473899, other_time: 8.6428985596
epoch time: 34.9818878174s, input_fired_time: 0.9263311625, output_fired_time: 0.0000000000, propagate_forward_time: 32.4680366516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5875205994
validation[          , genome 18373] predictions:    9891/  10000 (98.91%), best:    9893/10000 (98.93%), error:       354.88470, best error:       333.45453 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 399.5808410645s, input_fired_time: 8.5068836212, output_fired_time: 5.5102114677, propagate_forward_time: 158.9291534424, propagate_backward_time: 217.9944763184, weight_update_time: 0.4755769670, other_time: 8.6400909424
epoch time: 34.9903488159s, input_fired_time: 0.9267139435, output_fired_time: 0.0000000000, propagate_forward_time: 32.4718360901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5918006897
validation[          , genome 18373] predictions:    9897/  10000 (98.97%), best:    9893/10000 (98.93%), error:       356.95703, best error:       333.45453 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 400.1069335938s, input_fired_time: 8.5070638657, output_fired_time: 5.5487537384, propagate_forward_time: 159.0319671631, propagate_backward_time: 218.3462371826, weight_update_time: 0.4759472013, other_time: 8.6729125977
epoch time: 35.0248069763s, input_fired_time: 0.9271908998, output_fired_time: 0.0000000000, propagate_forward_time: 32.5080184937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5895957947
validation[          , genome 18373] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       357.38388, best error:       333.45453 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 400.9979858398s, input_fired_time: 8.5480365753, output_fired_time: 5.6118054390, propagate_forward_time: 159.1714477539, propagate_backward_time: 219.0002288818, weight_update_time: 0.4748405814, other_time: 8.6664581299
epoch time: 35.0092010498s, input_fired_time: 0.9263054132, output_fired_time: 0.0000000000, propagate_forward_time: 32.4996643066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5832328796
validation[          , genome 18373] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       358.46484, best error:       333.45453 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 400.8182067871s, input_fired_time: 8.5361566544, output_fired_time: 5.6288461685, propagate_forward_time: 159.0495452881, propagate_backward_time: 218.9726409912, weight_update_time: 0.4744708836, other_time: 8.6310119629
epoch time: 35.0089912415s, input_fired_time: 0.9263253212, output_fired_time: 0.0000000000, propagate_forward_time: 32.4961929321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5864715576
validation[          , genome 18373] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       356.53409, best error:       333.45453 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 401.4471435547s, input_fired_time: 8.5770950317, output_fired_time: 5.6418395042, propagate_forward_time: 159.2645416260, propagate_backward_time: 219.2940368652, weight_update_time: 0.4755622745, other_time: 8.6696319580
epoch time: 35.1167716980s, input_fired_time: 0.9370337725, output_fired_time: 0.0000000000, propagate_forward_time: 32.5908851624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5888519287
validation[          , genome 18373] predictions:    9889/  10000 (98.89%), best:    9893/10000 (98.93%), error:       354.60986, best error:       333.45453 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 401.0879821777s, input_fired_time: 8.5996017456, output_fired_time: 5.5578517914, propagate_forward_time: 159.4270782471, propagate_backward_time: 218.8335418701, weight_update_time: 0.4753899276, other_time: 8.6698913574
epoch time: 35.0615005493s, input_fired_time: 0.9278822541, output_fired_time: 0.0000000000, propagate_forward_time: 32.5455207825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5880966187
validation[          , genome 18373] predictions:    9897/  10000 (98.97%), best:    9893/10000 (98.93%), error:       362.12332, best error:       333.45453 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 407.2148742676s, input_fired_time: 8.6371440887, output_fired_time: 5.6017999649, propagate_forward_time: 161.6322937012, propagate_backward_time: 222.6317443848, weight_update_time: 0.4798156023, other_time: 8.7118835449
epoch time: 35.0046768188s, input_fired_time: 0.9283481836, output_fired_time: 0.0000000000, propagate_forward_time: 32.4882087708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5881195068
validation[          , genome 18373] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       360.78723, best error:       333.45453 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 399.8193969727s, input_fired_time: 8.5305366516, output_fired_time: 5.5024747849, propagate_forward_time: 159.0215606689, propagate_backward_time: 218.1258392334, weight_update_time: 0.4745725095, other_time: 8.6389770508
epoch time: 35.0093421936s, input_fired_time: 0.9288706183, output_fired_time: 0.0000000000, propagate_forward_time: 32.4924125671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5880584717
validation[          , genome 18373] predictions:    9885/  10000 (98.85%), best:    9893/10000 (98.93%), error:       368.39258, best error:       333.45453 on epoch:    51, 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: 175.1107025146s, input_fired_time: 4.6392331123, output_fired_time: 0.0000000000, propagate_forward_time: 162.4892272949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9822387695
best training[          , genome 18373] predictions:   49992/  50000 (99.98%), best:    9893/10000 (98.93%), error:       184.09586, best error:       333.45453 on epoch:    51, 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: 34.9824218750s, input_fired_time: 0.9076036215, output_fired_time: 0.0000000000, propagate_forward_time: 32.4820785522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5927391052
   testing[          , genome 18373] predictions:    9896/  10000 (98.96%), best:    9893/10000 (98.93%), error:       310.17056, best error:       333.45453 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:00:04 (1240): called boinc_finish(0)

</stderr_txt>
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