Nameexact_genome_1512568488_45_6080_0
Workunit2601607
Created7 Dec 2017, 17:50:33 UTC
Sent7 Dec 2017, 17:54:08 UTC
Report deadline14 Dec 2017, 6:59:00 UTC
Received8 Dec 2017, 23:30:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 17 min 29 sec
CPU time3 hours 17 min 26 sec
Validate stateValid
Credit1,636.26
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.93 MB
Peak swap size153.41 MB
Peak disk usage1.91 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
.1878490448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564800262
validation[          , genome  6080] predictions:    9657/  10000 (96.57%), best:    9700/10000 (97.00%), error:      1185.72717, best error:       998.24554 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.2780380249s, input_fired_time: 1.0600757599, output_fired_time: 0.9777168036, propagate_forward_time: 41.2496719360, propagate_backward_time: 62.4673004150, weight_update_time: 0.1415427327, other_time: 2.5232772827
epoch time: 8.8734750748s, input_fired_time: 0.1322682798, output_fired_time: 0.0000000000, propagate_forward_time: 8.2828674316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583396912
validation[          , genome  6080] predictions:    9703/  10000 (97.03%), best:    9700/10000 (97.00%), error:      1052.31238, best error:       998.24554 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.5028152466s, input_fired_time: 1.0593189001, output_fired_time: 0.9712491632, propagate_forward_time: 40.9415359497, propagate_backward_time: 62.0112648010, weight_update_time: 0.1423294395, other_time: 2.5194435120
epoch time: 8.8621034622s, input_fired_time: 0.1345146447, output_fired_time: 0.0000000000, propagate_forward_time: 8.2567176819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708709717
validation[          , genome  6080] predictions:    9713/  10000 (97.13%), best:    9700/10000 (97.00%), error:      1009.10144, best error:       998.24554 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.5335083008s, input_fired_time: 1.0774432421, output_fired_time: 0.9796907902, propagate_forward_time: 40.9547004700, propagate_backward_time: 61.9132385254, weight_update_time: 0.1436882764, other_time: 2.6084289551
epoch time: 8.7903919220s, input_fired_time: 0.1335207075, output_fired_time: 0.0000000000, propagate_forward_time: 8.1881914139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686794281
validation[          , genome  6080] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       991.20026, best error:       991.20026 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 107.0596771240s, input_fired_time: 1.0530858040, output_fired_time: 0.9687833786, propagate_forward_time: 40.7707710266, propagate_backward_time: 61.7478904724, weight_update_time: 0.1402466893, other_time: 2.5191535950
epoch time: 8.8157558441s, input_fired_time: 0.1328525692, output_fired_time: 0.0000000000, propagate_forward_time: 8.2239570618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589462280
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       956.72791, best error:       956.72791 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.3277359009s, input_fired_time: 1.0609329939, output_fired_time: 0.9850934148, propagate_forward_time: 41.2697296143, propagate_backward_time: 62.4848022461, weight_update_time: 0.1422875524, other_time: 2.5271759033
epoch time: 8.8617563248s, input_fired_time: 0.1324272156, output_fired_time: 0.0000000000, propagate_forward_time: 8.2713384628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579906464
validation[          , genome  6080] predictions:    9713/  10000 (97.13%), best:    9719/10000 (97.19%), error:       973.11841, best error:       956.72791 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.7033615112s, input_fired_time: 1.0916733742, output_fired_time: 0.9817795753, propagate_forward_time: 41.3847808838, propagate_backward_time: 62.6273040771, weight_update_time: 0.1450901330, other_time: 2.6178207397
epoch time: 8.8900384903s, input_fired_time: 0.1356321126, output_fired_time: 0.0000000000, propagate_forward_time: 8.2826576233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717483521
validation[          , genome  6080] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1023.35693, best error:       956.72791 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 107.9040222168s, input_fired_time: 1.0826268196, output_fired_time: 0.9720827341, propagate_forward_time: 41.1331481934, propagate_backward_time: 62.1014099121, weight_update_time: 0.1450739652, other_time: 2.6147537231
epoch time: 8.8741245270s, input_fired_time: 0.1358799040, output_fired_time: 0.0000000000, propagate_forward_time: 8.2684202194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698247910
validation[          , genome  6080] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1089.57629, best error:       956.72791 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 108.0261077881s, input_fired_time: 1.0561438799, output_fired_time: 0.9758765697, propagate_forward_time: 41.1618270874, propagate_backward_time: 62.3062858582, weight_update_time: 0.1420146674, other_time: 2.5259742737
epoch time: 8.8462715149s, input_fired_time: 0.1332362741, output_fired_time: 0.0000000000, propagate_forward_time: 8.2550411224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579944611
validation[          , genome  6080] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       949.37927, best error:       949.37927 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 107.4486694336s, input_fired_time: 1.0679867268, output_fired_time: 0.9769688249, propagate_forward_time: 41.1860694885, propagate_backward_time: 61.6911125183, weight_update_time: 0.1402612329, other_time: 2.5265388489
epoch time: 8.8255796432s, input_fired_time: 0.1329094470, output_fired_time: 0.0000000000, propagate_forward_time: 8.2352476120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574222565
validation[          , genome  6080] predictions:    9706/  10000 (97.06%), best:    9716/10000 (97.16%), error:      1004.72064, best error:       949.37927 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 107.1912765503s, input_fired_time: 1.0507575274, output_fired_time: 0.9638019204, propagate_forward_time: 40.8514747620, propagate_backward_time: 61.8059501648, weight_update_time: 0.1414149553, other_time: 2.5192909241
epoch time: 8.7772035599s, input_fired_time: 0.1308321804, output_fired_time: 0.0000000000, propagate_forward_time: 8.1899375916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564342499
validation[          , genome  6080] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:      1007.42096, best error:       949.37927 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 107.4139328003s, input_fired_time: 1.0571918488, output_fired_time: 0.9681668878, propagate_forward_time: 41.0117988586, propagate_backward_time: 61.8583869934, weight_update_time: 0.1401278824, other_time: 2.5183830261
epoch time: 8.8251333237s, input_fired_time: 0.1337445527, output_fired_time: 0.0000000000, propagate_forward_time: 8.2339420319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574470520
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       894.64709, best error:       894.64709 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.9527130127s, input_fired_time: 1.0618981123, output_fired_time: 0.9749730229, propagate_forward_time: 41.1102066040, propagate_backward_time: 62.2891883850, weight_update_time: 0.1418211162, other_time: 2.5164451599
epoch time: 8.8385229111s, input_fired_time: 0.1323353648, output_fired_time: 0.0000000000, propagate_forward_time: 8.2490787506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571084976
validation[          , genome  6080] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:      1003.43744, best error:       894.64709 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 108.0643692017s, input_fired_time: 1.0794050694, output_fired_time: 0.9789404869, propagate_forward_time: 41.0979385376, propagate_backward_time: 62.2996826172, weight_update_time: 0.1460068673, other_time: 2.6083984375
epoch time: 8.8268241882s, input_fired_time: 0.1346825808, output_fired_time: 0.0000000000, propagate_forward_time: 8.2227945328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693470001
validation[          , genome  6080] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       935.76410, best error:       894.64709 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 107.9022903442s, input_fired_time: 1.0773574114, output_fired_time: 0.9771795273, propagate_forward_time: 41.1254386902, propagate_backward_time: 62.1442375183, weight_update_time: 0.1439697593, other_time: 2.5780830383
epoch time: 8.8211593628s, input_fired_time: 0.1360904723, output_fired_time: 0.0000000000, propagate_forward_time: 8.2155246735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695444107
validation[          , genome  6080] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       925.09766, best error:       894.64709 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.5018844604s, input_fired_time: 1.0668389797, output_fired_time: 0.9698746800, propagate_forward_time: 40.9494972229, propagate_backward_time: 61.9669609070, weight_update_time: 0.1414674520, other_time: 2.5487098694
epoch time: 8.8217620850s, input_fired_time: 0.1356923133, output_fired_time: 0.0000000000, propagate_forward_time: 8.2163906097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696788788
validation[          , genome  6080] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       899.14429, best error:       894.64709 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.5279312134s, input_fired_time: 1.0608896017, output_fired_time: 0.9706655741, propagate_forward_time: 40.9386940002, propagate_backward_time: 62.0434494019, weight_update_time: 0.1425352544, other_time: 2.5142288208
epoch time: 8.7744722366s, input_fired_time: 0.1325578690, output_fired_time: 0.0000000000, propagate_forward_time: 8.1826066971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593076706
validation[          , genome  6080] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       896.62946, best error:       894.64709 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.6328735352s, input_fired_time: 1.0611498356, output_fired_time: 0.9731444120, propagate_forward_time: 41.0709304810, propagate_backward_time: 61.9990119934, weight_update_time: 0.1424216479, other_time: 2.5286369324
epoch time: 8.8203344345s, input_fired_time: 0.1330982447, output_fired_time: 0.0000000000, propagate_forward_time: 8.2284755707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587602615
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       949.86066, best error:       894.64709 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 108.1001358032s, input_fired_time: 1.0806062222, output_fired_time: 0.9779475927, propagate_forward_time: 41.1411590576, propagate_backward_time: 62.3133010864, weight_update_time: 0.1452414095, other_time: 2.5871200562
epoch time: 8.8410501480s, input_fired_time: 0.1326305270, output_fired_time: 0.0000000000, propagate_forward_time: 8.2480869293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603328705
validation[          , genome  6080] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       901.32513, best error:       894.64709 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.6952667236s, input_fired_time: 1.0568460226, output_fired_time: 0.9610980153, propagate_forward_time: 41.0060806274, propagate_backward_time: 62.1450386047, weight_update_time: 0.1440034360, other_time: 2.5262031555
epoch time: 8.8187751770s, input_fired_time: 0.1331571639, output_fired_time: 0.0000000000, propagate_forward_time: 8.2264738083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591445923
validation[          , genome  6080] predictions:    9751/  10000 (97.51%), best:    9750/10000 (97.50%), error:       900.01630, best error:       894.64709 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.4751892090s, input_fired_time: 1.0637462139, output_fired_time: 0.9676687717, propagate_forward_time: 40.9829559326, propagate_backward_time: 61.9381599426, weight_update_time: 0.1408535689, other_time: 2.5226631165
epoch time: 8.7697048187s, input_fired_time: 0.1325762868, output_fired_time: 0.0000000000, propagate_forward_time: 8.1797199249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574089050
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       837.54321, best error:       837.54321 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 107.4936599731s, input_fired_time: 1.0662271976, output_fired_time: 0.9753894210, propagate_forward_time: 41.0118217468, propagate_backward_time: 61.9123878479, weight_update_time: 0.1411624998, other_time: 2.5278282166
epoch time: 8.7202396393s, input_fired_time: 0.1337141991, output_fired_time: 0.0000000000, propagate_forward_time: 8.1288270950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576978683
validation[          , genome  6080] predictions:    9733/  10000 (97.33%), best:    9750/10000 (97.50%), error:       927.42139, best error:       837.54321 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 108.0775985718s, input_fired_time: 1.0887373686, output_fired_time: 0.9759675860, propagate_forward_time: 41.1546478271, propagate_backward_time: 62.2437553406, weight_update_time: 0.1444442868, other_time: 2.6144905090
epoch time: 8.6277999878s, input_fired_time: 0.1336094886, output_fired_time: 0.0000000000, propagate_forward_time: 8.0345230103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596672058
validation[          , genome  6080] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       891.74933, best error:       837.54321 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 108.3031005859s, input_fired_time: 1.0695860386, output_fired_time: 0.9792877436, propagate_forward_time: 41.2929916382, propagate_backward_time: 62.4363670349, weight_update_time: 0.1431571841, other_time: 2.5248680115
epoch time: 8.8636341095s, input_fired_time: 0.1332349628, output_fired_time: 0.0000000000, propagate_forward_time: 8.2713270187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590721130
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       900.76721, best error:       837.54321 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 107.4041213989s, input_fired_time: 1.0643063784, output_fired_time: 0.9679776430, propagate_forward_time: 40.9973564148, propagate_backward_time: 61.8502502441, weight_update_time: 0.1408129930, other_time: 2.5242309570
epoch time: 8.8178749084s, input_fired_time: 0.1343352795, output_fired_time: 0.0000000000, propagate_forward_time: 8.2251529694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583864212
validation[          , genome  6080] predictions:    9638/  10000 (96.38%), best:    9750/10000 (97.50%), error:      1178.72192, best error:       837.54321 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 107.6123733521s, input_fired_time: 1.0663965940, output_fired_time: 0.9701573253, propagate_forward_time: 41.0674057007, propagate_backward_time: 61.9868164063, weight_update_time: 0.1422773600, other_time: 2.5215988159
epoch time: 8.8095407486s, input_fired_time: 0.1334425509, output_fired_time: 0.0000000000, propagate_forward_time: 8.2185802460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575176239
validation[          , genome  6080] predictions:    9581/  10000 (95.81%), best:    9750/10000 (97.50%), error:      1359.30859, best error:       837.54321 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.5079879761s, input_fired_time: 1.0860711336, output_fired_time: 0.9713886976, propagate_forward_time: 40.9481887817, propagate_backward_time: 61.9030380249, weight_update_time: 0.1445669979, other_time: 2.5992965698
epoch time: 8.8414134979s, input_fired_time: 0.1347077638, output_fired_time: 0.0000000000, propagate_forward_time: 8.2508678436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558382034
validation[          , genome  6080] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       897.31238, best error:       837.54321 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 107.9026718140s, input_fired_time: 1.0792278051, output_fired_time: 0.9759123325, propagate_forward_time: 41.1241378784, propagate_backward_time: 62.1518211365, weight_update_time: 0.1428689808, other_time: 2.5715675354
epoch time: 8.8897485733s, input_fired_time: 0.1343331337, output_fired_time: 0.0000000000, propagate_forward_time: 8.2939176559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614973068
validation[          , genome  6080] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       939.57178, best error:       837.54321 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 107.7186508179s, input_fired_time: 1.0844180584, output_fired_time: 0.9705870152, propagate_forward_time: 41.0282363892, propagate_backward_time: 62.0338287354, weight_update_time: 0.1432021260, other_time: 2.6015777588
epoch time: 8.8074989319s, input_fired_time: 0.1345232725, output_fired_time: 0.0000000000, propagate_forward_time: 8.2042560577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687194824
validation[          , genome  6080] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       901.52087, best error:       837.54321 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 107.8670501709s, input_fired_time: 1.0682551861, output_fired_time: 0.9726260900, propagate_forward_time: 41.1203994751, propagate_backward_time: 62.1820335388, weight_update_time: 0.1420290768, other_time: 2.5237388611
epoch time: 8.8564834595s, input_fired_time: 0.1345783174, output_fired_time: 0.0000000000, propagate_forward_time: 8.2640800476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578247070
validation[          , genome  6080] predictions:    9694/  10000 (96.94%), best:    9750/10000 (97.50%), error:       982.33423, best error:       837.54321 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 107.4328918457s, input_fired_time: 1.0677449703, output_fired_time: 0.9673009515, propagate_forward_time: 40.9956054688, propagate_backward_time: 61.8805999756, weight_update_time: 0.1410265565, other_time: 2.5216445923
epoch time: 8.7887201309s, input_fired_time: 0.1333195120, output_fired_time: 0.0000000000, propagate_forward_time: 8.1959419250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594583511
validation[          , genome  6080] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       966.11816, best error:       837.54321 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.6940536499s, input_fired_time: 1.0678181648, output_fired_time: 0.9706264734, propagate_forward_time: 41.0457916260, propagate_backward_time: 62.0908699036, weight_update_time: 0.1427352130, other_time: 2.5189476013
epoch time: 8.8081226349s, input_fired_time: 0.1339294612, output_fired_time: 0.0000000000, propagate_forward_time: 8.2162141800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579792023
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       892.65253, best error:       837.54321 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 108.0157699585s, input_fired_time: 1.0730998516, output_fired_time: 0.9823583961, propagate_forward_time: 41.1465835571, propagate_backward_time: 62.2894630432, weight_update_time: 0.1412979513, other_time: 2.5242652893
epoch time: 8.7318687439s, input_fired_time: 0.1347428262, output_fired_time: 0.0000000000, propagate_forward_time: 8.1394414902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576845169
validation[          , genome  6080] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       889.05634, best error:       837.54321 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 108.0778045654s, input_fired_time: 1.0692943335, output_fired_time: 0.9775099158, propagate_forward_time: 41.1534576416, propagate_backward_time: 62.3529319763, weight_update_time: 0.1419843286, other_time: 2.5246086121
epoch time: 8.7224817276s, input_fired_time: 0.1343967915, output_fired_time: 0.0000000000, propagate_forward_time: 8.1320304871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560546875
validation[          , genome  6080] predictions:    9745/  10000 (97.45%), best:    9750/10000 (97.50%), error:       859.75739, best error:       837.54321 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 108.2323608398s, input_fired_time: 1.0902627707, output_fired_time: 0.9784896970, propagate_forward_time: 41.2020454407, propagate_backward_time: 62.3521575928, weight_update_time: 0.1451073140, other_time: 2.6094055176
epoch time: 8.8430576324s, input_fired_time: 0.1364526898, output_fired_time: 0.0000000000, propagate_forward_time: 8.2380571365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685478210
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       901.91718, best error:       837.54321 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 108.0638351440s, input_fired_time: 1.0701633692, output_fired_time: 0.9732274413, propagate_forward_time: 41.1991462708, propagate_backward_time: 62.2978096008, weight_update_time: 0.1437825561, other_time: 2.5234947205
epoch time: 8.8390960693s, input_fired_time: 0.1352848113, output_fired_time: 0.0000000000, propagate_forward_time: 8.2448034286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590082169
validation[          , genome  6080] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       942.30060, best error:       837.54321 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 107.5854110718s, input_fired_time: 1.0674648285, output_fired_time: 0.9675943255, propagate_forward_time: 41.0136375427, propagate_backward_time: 62.0130882263, weight_update_time: 0.1413401663, other_time: 2.5236244202
epoch time: 8.7529649734s, input_fired_time: 0.1347334385, output_fired_time: 0.0000000000, propagate_forward_time: 8.1625232697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557085037
validation[          , genome  6080] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       866.88519, best error:       837.54321 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.8512802124s, input_fired_time: 1.0791326761, output_fired_time: 0.9718566537, propagate_forward_time: 41.1164855957, propagate_backward_time: 62.1060562134, weight_update_time: 0.1430906504, other_time: 2.5777511597
epoch time: 8.8273792267s, input_fired_time: 0.1378264427, output_fired_time: 0.0000000000, propagate_forward_time: 8.2201290131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694232941
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       868.76563, best error:       837.54321 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 108.6722030640s, input_fired_time: 1.0986536741, output_fired_time: 0.9824647307, propagate_forward_time: 41.4019393921, propagate_backward_time: 62.5734405518, weight_update_time: 0.1443365961, other_time: 2.6156997681
epoch time: 8.9085731506s, input_fired_time: 0.1369468421, output_fired_time: 0.0000000000, propagate_forward_time: 8.2993936539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722328186
validation[          , genome  6080] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:      1089.31104, best error:       837.54321 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 107.3669891357s, input_fired_time: 1.0689970255, output_fired_time: 0.9673287868, propagate_forward_time: 40.9505233765, propagate_backward_time: 61.8549461365, weight_update_time: 0.1423021257, other_time: 2.5251884460
epoch time: 8.8131055832s, input_fired_time: 0.1359836310, output_fired_time: 0.0000000000, propagate_forward_time: 8.2188920975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582300186
validation[          , genome  6080] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       929.48578, best error:       837.54321 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 108.0048065186s, input_fired_time: 1.0739520788, output_fired_time: 0.9749117494, propagate_forward_time: 41.1432647705, propagate_backward_time: 62.2934761047, weight_update_time: 0.1422538161, other_time: 2.5191993713
epoch time: 8.8230991364s, input_fired_time: 0.1348008513, output_fired_time: 0.0000000000, propagate_forward_time: 8.2324724197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558258057
validation[          , genome  6080] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:      1024.15002, best error:       837.54321 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 107.4690628052s, input_fired_time: 1.0900499821, output_fired_time: 0.9720658660, propagate_forward_time: 40.9359626770, propagate_backward_time: 61.8864059448, weight_update_time: 0.1438470930, other_time: 2.5845718384
epoch time: 8.8424549103s, input_fired_time: 0.1349965185, output_fired_time: 0.0000000000, propagate_forward_time: 8.2502126694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572458267
validation[          , genome  6080] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1008.52026, best error:       837.54321 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.1495971680s, input_fired_time: 1.0717805624, output_fired_time: 0.9759069085, propagate_forward_time: 41.1980667114, propagate_backward_time: 62.3783340454, weight_update_time: 0.1428912133, other_time: 2.5255126953
epoch time: 8.8370037079s, input_fired_time: 0.1362458766, output_fired_time: 0.0000000000, propagate_forward_time: 8.2419281006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588298798
validation[          , genome  6080] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:      1003.84473, best error:       837.54321 on epoch:    34, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.3157806396s, input_fired_time: 1.0780473948, output_fired_time: 0.9773393869, propagate_forward_time: 41.3007240295, propagate_backward_time: 62.4317932129, weight_update_time: 0.1428659111, other_time: 2.5278778076
epoch time: 8.8514909744s, input_fired_time: 0.1365031004, output_fired_time: 0.0000000000, propagate_forward_time: 8.2574739456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575138092
validation[          , genome  6080] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       914.45166, best error:       837.54321 on epoch:    34, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 108.1742172241s, input_fired_time: 1.0764406919, output_fired_time: 0.9765148759, propagate_forward_time: 41.2217979431, propagate_backward_time: 62.3768348694, weight_update_time: 0.1433943212, other_time: 2.5226249695
epoch time: 8.7782831192s, input_fired_time: 0.1337167174, output_fired_time: 0.0000000000, propagate_forward_time: 8.1889610291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556055069
validation[          , genome  6080] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:       964.10626, best error:       837.54321 on epoch:    34, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 107.4710235596s, input_fired_time: 1.0931589603, output_fired_time: 0.9722933769, propagate_forward_time: 40.8851737976, propagate_backward_time: 61.9265670776, weight_update_time: 0.1433444619, other_time: 2.5938339233
epoch time: 8.8371686935s, input_fired_time: 0.1372160017, output_fired_time: 0.0000000000, propagate_forward_time: 8.2302837372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696693420
validation[          , genome  6080] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       929.37549, best error:       837.54321 on epoch:    34, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 107.3587341309s, input_fired_time: 1.0970549583, output_fired_time: 0.9658251405, propagate_forward_time: 40.9504966736, propagate_backward_time: 61.7308464050, weight_update_time: 0.1435861439, other_time: 2.6145057678
epoch time: 8.8304786682s, input_fired_time: 0.1387135684, output_fired_time: 0.0000000000, propagate_forward_time: 8.2219638824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698009491
validation[          , genome  6080] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       859.07135, best error:       837.54321 on epoch:    34, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 108.1755294800s, input_fired_time: 1.0827752352, output_fired_time: 0.9730371833, propagate_forward_time: 41.2386512756, propagate_backward_time: 62.3518600464, weight_update_time: 0.1434576064, other_time: 2.5291976929
epoch time: 8.8464279175s, input_fired_time: 0.1373446137, output_fired_time: 0.0000000000, propagate_forward_time: 8.2517356873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573478699
validation[          , genome  6080] predictions:    9700/  10000 (97.00%), best:    9750/10000 (97.50%), error:       970.79254, best error:       837.54321 on epoch:    34, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 107.7236175537s, input_fired_time: 1.0983302593, output_fired_time: 0.9720824957, propagate_forward_time: 41.0521392822, propagate_backward_time: 61.9870758057, weight_update_time: 0.1446942091, other_time: 2.6139907837
epoch time: 8.8416843414s, input_fired_time: 0.1379954964, output_fired_time: 0.0000000000, propagate_forward_time: 8.2339191437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697694778
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       818.69171, best error:       818.69171 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 108.7409896851s, input_fired_time: 1.1051447392, output_fired_time: 0.9825990796, propagate_forward_time: 41.3956222534, propagate_backward_time: 62.6488456726, weight_update_time: 0.1455458552, other_time: 2.6087760925
epoch time: 8.8918418884s, input_fired_time: 0.1389306039, output_fired_time: 0.0000000000, propagate_forward_time: 8.2821073532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708042145
validation[          , genome  6080] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       817.82556, best error:       817.82556 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 108.2904586792s, input_fired_time: 1.0778287649, output_fired_time: 0.9782700539, propagate_forward_time: 41.2445259094, propagate_backward_time: 62.4668273926, weight_update_time: 0.1418846846, other_time: 2.5230102539
epoch time: 8.7623023987s, input_fired_time: 0.1365201175, output_fired_time: 0.0000000000, propagate_forward_time: 8.1655445099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602375031
validation[          , genome  6080] predictions:    9721/  10000 (97.21%), best:    9762/10000 (97.62%), error:       901.84644, best error:       817.82556 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 107.7734909058s, input_fired_time: 1.0922297239, output_fired_time: 0.9717763066, propagate_forward_time: 41.0759391785, propagate_backward_time: 62.0857772827, weight_update_time: 0.1421210170, other_time: 2.5477676392
epoch time: 8.8823757172s, input_fired_time: 0.1381518990, output_fired_time: 0.0000000000, propagate_forward_time: 8.2735500336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706735611
validation[          , genome  6080] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       877.59583, best error:       817.82556 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 108.2793197632s, input_fired_time: 1.1046769619, output_fired_time: 0.9809731841, propagate_forward_time: 41.2200851440, propagate_backward_time: 62.3591461182, weight_update_time: 0.1447867304, other_time: 2.6144409180
epoch time: 8.8324031830s, input_fired_time: 0.1349858344, output_fired_time: 0.0000000000, propagate_forward_time: 8.2386989594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587182999
validation[          , genome  6080] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       845.06970, best error:       817.82556 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 108.6465682983s, input_fired_time: 1.1056848764, output_fired_time: 0.9821954966, propagate_forward_time: 41.3693351746, propagate_backward_time: 62.5654144287, weight_update_time: 0.1459469497, other_time: 2.6239471436
epoch time: 8.8773841858s, input_fired_time: 0.1391821951, output_fired_time: 0.0000000000, propagate_forward_time: 8.2676677704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705343246
validation[          , genome  6080] predictions:    9712/  10000 (97.12%), best:    9762/10000 (97.62%), error:      1006.16040, best error:       817.82556 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 107.7705001831s, input_fired_time: 1.1004775763, output_fired_time: 0.9734640718, propagate_forward_time: 41.0433082581, propagate_backward_time: 62.0453147888, weight_update_time: 0.1453097165, other_time: 2.6079292297
epoch time: 8.7877731323s, input_fired_time: 0.1383560896, output_fired_time: 0.0000000000, propagate_forward_time: 8.1799316406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694852829
validation[          , genome  6080] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       907.54230, best error:       817.82556 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 107.3858489990s, input_fired_time: 1.0990343094, output_fired_time: 0.9741837382, propagate_forward_time: 40.9271774292, propagate_backward_time: 61.7771720886, weight_update_time: 0.1439688206, other_time: 2.6082801819
epoch time: 8.8293704987s, input_fired_time: 0.1379741877, output_fired_time: 0.0000000000, propagate_forward_time: 8.2204742432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709224701
validation[          , genome  6080] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       896.64587, best error:       817.82556 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 107.4905776978s, input_fired_time: 1.0946451426, output_fired_time: 0.9719756246, propagate_forward_time: 40.9450645447, propagate_backward_time: 61.8982849121, weight_update_time: 0.1426455677, other_time: 2.5806121826
epoch time: 8.8307285309s, input_fired_time: 0.1391962618, output_fired_time: 0.0000000000, propagate_forward_time: 8.2221193314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694128036
validation[          , genome  6080] predictions:    9699/  10000 (96.99%), best:    9762/10000 (97.62%), error:      1001.14063, best error:       817.82556 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.9281005859s, input_fired_time: 1.0860937834, output_fired_time: 0.9759234786, propagate_forward_time: 41.1237678528, propagate_backward_time: 62.2093048096, weight_update_time: 0.1414265037, other_time: 2.5330200195
epoch time: 8.7909297943s, input_fired_time: 0.1354261786, output_fired_time: 0.0000000000, propagate_forward_time: 8.1984367371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570665359
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       857.39551, best error:       817.82556 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 107.7951278687s, input_fired_time: 1.0847944021, output_fired_time: 0.9780915380, propagate_forward_time: 41.0773277283, propagate_backward_time: 62.1261177063, weight_update_time: 0.1423188448, other_time: 2.5288047791
epoch time: 8.7475738525s, input_fired_time: 0.1386225820, output_fired_time: 0.0000000000, propagate_forward_time: 8.1404228210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685287476
validation[          , genome  6080] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       835.09497, best error:       817.82556 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 108.0524139404s, input_fired_time: 1.1014928818, output_fired_time: 0.9785913825, propagate_forward_time: 41.1035652161, propagate_backward_time: 62.2632369995, weight_update_time: 0.1447214633, other_time: 2.6055221558
epoch time: 8.7899732590s, input_fired_time: 0.1375820488, output_fired_time: 0.0000000000, propagate_forward_time: 8.1809396744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714517593
validation[          , genome  6080] predictions:    9710/  10000 (97.10%), best:    9762/10000 (97.62%), error:      1015.20447, best error:       817.82556 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 108.3644332886s, input_fired_time: 1.1039022207, output_fired_time: 0.9762777090, propagate_forward_time: 41.2407226563, propagate_backward_time: 62.4359169006, weight_update_time: 0.1445113271, other_time: 2.6076087952
epoch time: 8.8775396347s, input_fired_time: 0.1415050328, output_fired_time: 0.0000000000, propagate_forward_time: 8.2671432495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688911438
validation[          , genome  6080] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       876.68378, best error:       817.82556 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 107.0633621216s, input_fired_time: 1.0766141415, output_fired_time: 0.9695653915, propagate_forward_time: 40.7322425842, propagate_backward_time: 61.7692985535, weight_update_time: 0.1415335536, other_time: 2.5156440735
epoch time: 8.7337093353s, input_fired_time: 0.1356637329, output_fired_time: 0.0000000000, propagate_forward_time: 8.1408548355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571905136
validation[          , genome  6080] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:       988.84363, best error:       817.82556 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 107.9396209717s, input_fired_time: 1.0813738108, output_fired_time: 0.9732016325, propagate_forward_time: 41.0689010620, propagate_backward_time: 62.2840995789, weight_update_time: 0.1441234648, other_time: 2.5320472717
epoch time: 8.8506574631s, input_fired_time: 0.1402094513, output_fired_time: 0.0000000000, propagate_forward_time: 8.2392501831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711980820
validation[          , genome  6080] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       823.98352, best error:       817.82556 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.6325759888s, input_fired_time: 1.0863469839, output_fired_time: 0.9699287415, propagate_forward_time: 41.0206909180, propagate_backward_time: 62.0352859497, weight_update_time: 0.1408439130, other_time: 2.5203170776
epoch time: 8.8454084396s, input_fired_time: 0.1378148347, output_fired_time: 0.0000000000, propagate_forward_time: 8.2485933304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590005875
validation[          , genome  6080] predictions:    9700/  10000 (97.00%), best:    9762/10000 (97.62%), error:       978.82819, best error:       817.82556 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 107.4389343262s, input_fired_time: 1.0785472393, output_fired_time: 0.9708350301, propagate_forward_time: 40.9108047485, propagate_backward_time: 61.9580154419, weight_update_time: 0.1403449476, other_time: 2.5207366943
epoch time: 8.7155799866s, input_fired_time: 0.1365624070, output_fired_time: 0.0000000000, propagate_forward_time: 8.1222095490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568080902
validation[          , genome  6080] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       873.91254, best error:       817.82556 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 107.7605743408s, input_fired_time: 1.1033797264, output_fired_time: 0.9708884954, propagate_forward_time: 41.0447540283, propagate_backward_time: 62.0235366821, weight_update_time: 0.1437199265, other_time: 2.6180191040
epoch time: 8.8388080597s, input_fired_time: 0.1392564923, output_fired_time: 0.0000000000, propagate_forward_time: 8.2289409637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706106186
validation[          , genome  6080] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       811.82111, best error:       811.82111 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.1051177979s, input_fired_time: 1.1054115295, output_fired_time: 0.9773299098, propagate_forward_time: 41.1461906433, propagate_backward_time: 62.2762565613, weight_update_time: 0.1440369338, other_time: 2.5999336243
epoch time: 8.7954597473s, input_fired_time: 0.1379580200, output_fired_time: 0.0000000000, propagate_forward_time: 8.2019920349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555101395
validation[          , genome  6080] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       955.44275, best error:       811.82111 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.7059707642s, input_fired_time: 1.1064791679, output_fired_time: 0.9674082994, propagate_forward_time: 41.0322875977, propagate_backward_time: 61.9880561829, weight_update_time: 0.1435754597, other_time: 2.6117439270
epoch time: 8.7315578461s, input_fired_time: 0.1390988529, output_fired_time: 0.0000000000, propagate_forward_time: 8.1241970062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682617188
validation[          , genome  6080] predictions:    9716/  10000 (97.16%), best:    9757/10000 (97.57%), error:       948.98322, best error:       811.82111 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 108.0222320557s, input_fired_time: 1.1019756794, output_fired_time: 0.9744499922, propagate_forward_time: 41.1745796204, propagate_backward_time: 62.1984367371, weight_update_time: 0.1435843855, other_time: 2.5727882385
epoch time: 8.8559741974s, input_fired_time: 0.1379447579, output_fired_time: 0.0000000000, propagate_forward_time: 8.2603607178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576683044
validation[          , genome  6080] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       865.48657, best error:       811.82111 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 107.3624572754s, input_fired_time: 1.1063159704, output_fired_time: 0.9704390764, propagate_forward_time: 40.8288879395, propagate_backward_time: 61.8540306091, weight_update_time: 0.1442171335, other_time: 2.6027870178
epoch time: 8.8840494156s, input_fired_time: 0.1404367387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2726755142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709367752
validation[          , genome  6080] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:       955.76685, best error:       811.82111 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 107.6156768799s, input_fired_time: 1.1026695967, output_fired_time: 0.9706753492, propagate_forward_time: 40.9917907715, propagate_backward_time: 61.9444084167, weight_update_time: 0.1435703486, other_time: 2.6061363220
epoch time: 8.7398300171s, input_fired_time: 0.1394059807, output_fired_time: 0.0000000000, propagate_forward_time: 8.1294765472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709472656
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       873.49384, best error:       811.82111 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.9468994141s, input_fired_time: 1.1026010513, output_fired_time: 0.9725714922, propagate_forward_time: 41.0688514709, propagate_backward_time: 62.2283134460, weight_update_time: 0.1436087489, other_time: 2.5745582581
epoch time: 8.8310575485s, input_fired_time: 0.1399621367, output_fired_time: 0.0000000000, propagate_forward_time: 8.2218294144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692659378
validation[          , genome  6080] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       835.24481, best error:       811.82111 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 107.8040695190s, input_fired_time: 1.1047618389, output_fired_time: 0.9702490568, propagate_forward_time: 41.0628204346, propagate_backward_time: 62.0631141663, weight_update_time: 0.1430911571, other_time: 2.6031303406
epoch time: 8.8468122482s, input_fired_time: 0.1388904452, output_fired_time: 0.0000000000, propagate_forward_time: 8.2507343292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571876526
validation[          , genome  6080] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       981.33282, best error:       811.82111 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.9006347656s, input_fired_time: 1.0825783014, output_fired_time: 0.9621382356, propagate_forward_time: 40.7356567383, propagate_backward_time: 61.6003341675, weight_update_time: 0.1406618655, other_time: 2.5199279785
epoch time: 8.8034276962s, input_fired_time: 0.1374043524, output_fired_time: 0.0000000000, propagate_forward_time: 8.2093114853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567117691
validation[          , genome  6080] predictions:    9573/  10000 (95.73%), best:    9757/10000 (97.57%), error:      1420.64172, best error:       811.82111 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 107.7062301636s, input_fired_time: 1.1047520638, output_fired_time: 0.9743773937, propagate_forward_time: 41.0378150940, propagate_backward_time: 61.9829597473, weight_update_time: 0.1440666616, other_time: 2.6063194275
epoch time: 8.8360567093s, input_fired_time: 0.1400839090, output_fired_time: 0.0000000000, propagate_forward_time: 8.2259654999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700069427
validation[          , genome  6080] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       903.45123, best error:       811.82111 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 107.4609603882s, input_fired_time: 1.0855232477, output_fired_time: 0.9686228037, propagate_forward_time: 40.9774398804, propagate_backward_time: 61.9112014771, weight_update_time: 0.1419244260, other_time: 2.5181732178
epoch time: 8.8011207581s, input_fired_time: 0.1385016888, output_fired_time: 0.0000000000, propagate_forward_time: 8.2053270340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572916031
validation[          , genome  6080] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       856.89264, best error:       811.82111 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 107.4480590820s, input_fired_time: 1.0840492249, output_fired_time: 0.9675383568, propagate_forward_time: 40.9678764343, propagate_backward_time: 61.9100074768, weight_update_time: 0.1409437656, other_time: 2.5185966492
epoch time: 8.7212457657s, input_fired_time: 0.1369392127, output_fired_time: 0.0000000000, propagate_forward_time: 8.1286506653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556560516
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       896.96063, best error:       811.82111 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 107.5844192505s, input_fired_time: 1.0887086391, output_fired_time: 0.9667661786, propagate_forward_time: 41.0350990295, propagate_backward_time: 61.9726905823, weight_update_time: 0.1425003260, other_time: 2.5211601257
epoch time: 8.7962722778s, input_fired_time: 0.1379609555, output_fired_time: 0.0000000000, propagate_forward_time: 8.2022218704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560890198
validation[          , genome  6080] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       884.06647, best error:       811.82111 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 107.5418014526s, input_fired_time: 1.1053497791, output_fired_time: 0.9714400768, propagate_forward_time: 40.9421882629, propagate_backward_time: 61.9249382019, weight_update_time: 0.1451008171, other_time: 2.5978889465
epoch time: 8.7842531204s, input_fired_time: 0.1404538453, output_fired_time: 0.0000000000, propagate_forward_time: 8.1762704849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675283432
validation[          , genome  6080] predictions:    9687/  10000 (96.87%), best:    9757/10000 (97.57%), error:      1004.96161, best error:       811.82111 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 107.6492614746s, input_fired_time: 1.0883185863, output_fired_time: 0.9698836803, propagate_forward_time: 41.0211105347, propagate_backward_time: 62.0484771729, weight_update_time: 0.1426357031, other_time: 2.5214691162
epoch time: 8.8121042252s, input_fired_time: 0.1370994002, output_fired_time: 0.0000000000, propagate_forward_time: 8.2189407349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4560642242
validation[          , genome  6080] predictions:    9620/  10000 (96.20%), best:    9757/10000 (97.57%), error:      1270.03625, best error:       811.82111 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 107.4855880737s, input_fired_time: 1.1072902679, output_fired_time: 0.9686350226, propagate_forward_time: 40.9513053894, propagate_backward_time: 61.8512725830, weight_update_time: 0.1433367431, other_time: 2.6070861816
epoch time: 8.8955039978s, input_fired_time: 0.1411056519, output_fired_time: 0.0000000000, propagate_forward_time: 8.2821178436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722805023
validation[          , genome  6080] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       903.08008, best error:       811.82111 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.1939239502s, input_fired_time: 1.0909093618, output_fired_time: 0.9718845487, propagate_forward_time: 40.7666740417, propagate_backward_time: 61.8406028748, weight_update_time: 0.1406627297, other_time: 2.5238533020
epoch time: 8.7509613037s, input_fired_time: 0.1384731084, output_fired_time: 0.0000000000, propagate_forward_time: 8.1539821625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585056305
validation[          , genome  6080] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       872.76825, best error:       811.82111 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 107.7324371338s, input_fired_time: 1.0913223028, output_fired_time: 0.9702715874, propagate_forward_time: 41.0833053589, propagate_backward_time: 62.0490951538, weight_update_time: 0.1418463141, other_time: 2.5384445190
epoch time: 8.8226566315s, input_fired_time: 0.1392971724, output_fired_time: 0.0000000000, propagate_forward_time: 8.2256155014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577436447
validation[          , genome  6080] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       912.83459, best error:       811.82111 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 108.3208618164s, input_fired_time: 1.0968995094, output_fired_time: 0.9811740518, propagate_forward_time: 41.2651252747, propagate_backward_time: 62.4440422058, weight_update_time: 0.1418351978, other_time: 2.5336189270
epoch time: 8.8020668030s, input_fired_time: 0.1380950511, output_fired_time: 0.0000000000, propagate_forward_time: 8.2068490982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571228027
validation[          , genome  6080] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:      1003.27435, best error:       811.82111 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 107.8195343018s, input_fired_time: 1.0984334946, output_fired_time: 0.9734131098, propagate_forward_time: 41.0736274719, propagate_backward_time: 62.1091918945, weight_update_time: 0.1421629637, other_time: 2.5648651123
epoch time: 8.8067502975s, input_fired_time: 0.1405029744, output_fired_time: 0.0000000000, propagate_forward_time: 8.1995582581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666891098
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       925.94476, best error:       811.82111 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 108.5519638062s, input_fired_time: 1.1130771637, output_fired_time: 0.9810409546, propagate_forward_time: 41.3105392456, propagate_backward_time: 62.5433425903, weight_update_time: 0.1445165277, other_time: 2.6039657593
epoch time: 8.8765630722s, input_fired_time: 0.1416665018, output_fired_time: 0.0000000000, propagate_forward_time: 8.2643842697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705123901
validation[          , genome  6080] predictions:    9654/  10000 (96.54%), best:    9757/10000 (97.57%), error:      1151.40649, best error:       811.82111 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.7285766602s, input_fired_time: 1.0894870758, output_fired_time: 0.9686009884, propagate_forward_time: 41.1114654541, propagate_backward_time: 62.0393981934, weight_update_time: 0.1422594041, other_time: 2.5196304321
epoch time: 8.8026781082s, input_fired_time: 0.1385743469, output_fired_time: 0.0000000000, propagate_forward_time: 8.2069683075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571352005
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       874.13562, best error:       811.82111 on epoch:    79, 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: 44.1899871826s, input_fired_time: 0.6873314381, output_fired_time: 0.0000000000, propagate_forward_time: 41.1610679626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3415870667
best training[          , genome  6080] predictions:   49574/  50000 (99.15%), best:    9757/10000 (97.57%), error:      1795.96863, best error:       811.82111 on epoch:    79, 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: 8.8666505814s, input_fired_time: 0.1370711774, output_fired_time: 0.0000000000, propagate_forward_time: 8.2699213028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596576691
   testing[          , genome  6080] predictions:    9764/  10000 (97.64%), best:    9757/10000 (97.57%), error:       823.36292, best error:       811.82111 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:30:23 (1696): called boinc_finish(0)

</stderr_txt>
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