Nameexact_genome_1512568488_44_6795_1
Workunit2605283
Created7 Dec 2017, 21:58:32 UTC
Sent7 Dec 2017, 22:08:09 UTC
Report deadline17 Dec 2017, 5:26:28 UTC
Received8 Dec 2017, 8:43:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65296
Run time4 hours 6 min 24 sec
CPU time4 hours 2 min 8 sec
Validate stateValid
Credit2,326.10
Device peak FLOPS3.66 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.70 MB
Peak swap size161.65 MB
Peak disk usage2.37 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
50961685
validation[          , genome  6795] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       890.77240, best error:       827.74463 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.2897186279s, input_fired_time: 1.9324536324, output_fired_time: 2.1298766136, propagate_forward_time: 49.6458702087, propagate_backward_time: 77.6192703247, weight_update_time: 0.1843184680, other_time: 2.9622421265
epoch time: 10.5216503143s, input_fired_time: 0.2373458594, output_fired_time: 0.0000000000, propagate_forward_time: 9.7544994354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298051834
validation[          , genome  6795] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       943.43597, best error:       827.74463 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 134.7006988525s, input_fired_time: 1.9288240671, output_fired_time: 2.1418898106, propagate_forward_time: 49.9022560120, propagate_backward_time: 77.7579193115, weight_update_time: 0.1842991412, other_time: 2.9698181152
epoch time: 10.5720224380s, input_fired_time: 0.2454458326, output_fired_time: 0.0000000000, propagate_forward_time: 9.7918481827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347280502
validation[          , genome  6795] predictions:    9686/  10000 (96.86%), best:    9767/10000 (97.67%), error:       992.52161, best error:       827.74463 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.1277008057s, input_fired_time: 2.0218708515, output_fired_time: 2.1435363293, propagate_forward_time: 49.8850898743, propagate_backward_time: 78.1168060303, weight_update_time: 0.1840495765, other_time: 2.9604034424
epoch time: 10.4757251740s, input_fired_time: 0.2379479557, output_fired_time: 0.0000000000, propagate_forward_time: 9.7016506195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361261368
validation[          , genome  6795] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       817.66223, best error:       817.66223 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 134.8340606689s, input_fired_time: 1.9151587486, output_fired_time: 2.1512870789, propagate_forward_time: 49.7196044922, propagate_backward_time: 78.0603256226, weight_update_time: 0.1854428053, other_time: 2.9876785278
epoch time: 10.6025447845s, input_fired_time: 0.2357767075, output_fired_time: 0.0000000000, propagate_forward_time: 9.8330392838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337285995
validation[          , genome  6795] predictions:    9761/  10000 (97.61%), best:    9747/10000 (97.47%), error:       819.41742, best error:       817.66223 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 134.8742828369s, input_fired_time: 1.9237082005, output_fired_time: 2.1529119015, propagate_forward_time: 49.8220252991, propagate_backward_time: 77.9977340698, weight_update_time: 0.1865811050, other_time: 2.9779129028
epoch time: 10.5794782639s, input_fired_time: 0.2389116287, output_fired_time: 0.0000000000, propagate_forward_time: 9.7913055420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492610931
validation[          , genome  6795] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       794.54041, best error:       794.54041 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 134.2988891602s, input_fired_time: 1.9629889727, output_fired_time: 2.1409177780, propagate_forward_time: 49.4198188782, propagate_backward_time: 77.8173217773, weight_update_time: 0.1924337894, other_time: 2.9578552246
epoch time: 10.8616895676s, input_fired_time: 0.2433521003, output_fired_time: 0.0000000000, propagate_forward_time: 10.0839977264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343399048
validation[          , genome  6795] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       814.91327, best error:       794.54041 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 137.9513702393s, input_fired_time: 1.9793738127, output_fired_time: 2.2023611069, propagate_forward_time: 50.8703231812, propagate_backward_time: 79.9203338623, weight_update_time: 0.1874615401, other_time: 2.9789810181
epoch time: 10.6406545639s, input_fired_time: 0.2361411303, output_fired_time: 0.0000000000, propagate_forward_time: 9.8725070953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320062637
validation[          , genome  6795] predictions:    9694/  10000 (96.94%), best:    9762/10000 (97.62%), error:       932.39667, best error:       794.54041 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.1621704102s, input_fired_time: 1.9552873373, output_fired_time: 2.1407229900, propagate_forward_time: 50.2926521301, propagate_backward_time: 78.7825698853, weight_update_time: 0.1864327788, other_time: 2.9909439087
epoch time: 10.8649597168s, input_fired_time: 0.2368772030, output_fired_time: 0.0000000000, propagate_forward_time: 10.0893583298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387239456
validation[          , genome  6795] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       825.41583, best error:       794.54041 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 134.6111297607s, input_fired_time: 1.9400943518, output_fired_time: 2.1333553791, propagate_forward_time: 49.6174125671, propagate_backward_time: 77.9704132080, weight_update_time: 0.1867063195, other_time: 2.9498443604
epoch time: 10.7732019424s, input_fired_time: 0.2411225438, output_fired_time: 0.0000000000, propagate_forward_time: 9.9980916977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339879990
validation[          , genome  6795] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       757.08521, best error:       757.08521 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 134.6270904541s, input_fired_time: 1.9453303814, output_fired_time: 2.1616656780, propagate_forward_time: 49.6785583496, propagate_backward_time: 77.8469772339, weight_update_time: 0.1925594956, other_time: 2.9945602417
epoch time: 10.8561954498s, input_fired_time: 0.2383523583, output_fired_time: 0.0000000000, propagate_forward_time: 10.0770797729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407629013
validation[          , genome  6795] predictions:    9688/  10000 (96.88%), best:    9767/10000 (97.67%), error:      1071.95032, best error:       757.08521 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 135.0600280762s, input_fired_time: 1.9464821815, output_fired_time: 2.1878917217, propagate_forward_time: 49.7507133484, propagate_backward_time: 78.1964111328, weight_update_time: 0.1872432977, other_time: 2.9785156250
epoch time: 10.7069644928s, input_fired_time: 0.2375262529, output_fired_time: 0.0000000000, propagate_forward_time: 9.9266252518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428133011
validation[          , genome  6795] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       800.58051, best error:       757.08521 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 135.6693267822s, input_fired_time: 1.9562826157, output_fired_time: 2.1867020130, propagate_forward_time: 50.0583648682, propagate_backward_time: 78.4630813599, weight_update_time: 0.1840383112, other_time: 3.0048904419
epoch time: 10.5951375961s, input_fired_time: 0.2399067581, output_fired_time: 0.0000000000, propagate_forward_time: 9.8265247345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287065506
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       752.76904, best error:       752.76904 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 134.8149566650s, input_fired_time: 1.9299467802, output_fired_time: 2.1575024128, propagate_forward_time: 49.7642745972, propagate_backward_time: 77.9954833984, weight_update_time: 0.1846131086, other_time: 2.9677505493
epoch time: 10.7198162079s, input_fired_time: 0.2369432002, output_fired_time: 0.0000000000, propagate_forward_time: 9.9536113739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292615891
validation[          , genome  6795] predictions:    9783/  10000 (97.83%), best:    9775/10000 (97.75%), error:       769.63837, best error:       752.76904 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 134.3597412109s, input_fired_time: 1.9238288403, output_fired_time: 2.1345548630, propagate_forward_time: 49.6224975586, propagate_backward_time: 77.7076187134, weight_update_time: 0.1848619878, other_time: 2.9712448120
epoch time: 10.6806240082s, input_fired_time: 0.2403921485, output_fired_time: 0.0000000000, propagate_forward_time: 9.8930568695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471754074
validation[          , genome  6795] predictions:    9782/  10000 (97.82%), best:    9775/10000 (97.75%), error:       759.89795, best error:       752.76904 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 134.8006591797s, input_fired_time: 1.9224388599, output_fired_time: 2.1401789188, propagate_forward_time: 49.8364677429, propagate_backward_time: 77.9310073853, weight_update_time: 0.1863264143, other_time: 2.9705581665
epoch time: 10.6961259842s, input_fired_time: 0.2349869013, output_fired_time: 0.0000000000, propagate_forward_time: 9.9215364456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396022797
validation[          , genome  6795] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       802.05859, best error:       752.76904 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 135.0983581543s, input_fired_time: 1.9249068499, output_fired_time: 2.1578400135, propagate_forward_time: 50.0009269714, propagate_backward_time: 78.0586624146, weight_update_time: 0.1828963906, other_time: 2.9560165405
epoch time: 10.5979261398s, input_fired_time: 0.2356020063, output_fired_time: 0.0000000000, propagate_forward_time: 9.8274364471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348873138
validation[          , genome  6795] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       771.32477, best error:       752.76904 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 134.5643310547s, input_fired_time: 1.9208612442, output_fired_time: 2.1464884281, propagate_forward_time: 49.6556587219, propagate_backward_time: 77.8773345947, weight_update_time: 0.1855157465, other_time: 2.9639892578
epoch time: 10.5749740601s, input_fired_time: 0.2338890284, output_fired_time: 0.0000000000, propagate_forward_time: 9.8064022064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346832275
validation[          , genome  6795] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       725.68011, best error:       725.68011 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.3526153564s, input_fired_time: 1.9550718069, output_fired_time: 2.1461184025, propagate_forward_time: 50.0593299866, propagate_backward_time: 78.2284164429, weight_update_time: 0.1906870455, other_time: 2.9636764526
epoch time: 10.5911197662s, input_fired_time: 0.2379743755, output_fired_time: 0.0000000000, propagate_forward_time: 9.8195457458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335998535
validation[          , genome  6795] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       698.24011, best error:       698.24011 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 134.4563446045s, input_fired_time: 1.9330761433, output_fired_time: 2.1458961964, propagate_forward_time: 49.7952804565, propagate_backward_time: 77.5950317383, weight_update_time: 0.1869142950, other_time: 2.9870681763
epoch time: 10.7181606293s, input_fired_time: 0.2420339137, output_fired_time: 0.0000000000, propagate_forward_time: 9.9428520203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332746506
validation[          , genome  6795] predictions:    9732/  10000 (97.32%), best:    9799/10000 (97.99%), error:       906.57153, best error:       698.24011 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 135.1189422607s, input_fired_time: 1.9628137350, output_fired_time: 2.1547582150, propagate_forward_time: 49.9987220764, propagate_backward_time: 78.0181121826, weight_update_time: 0.1841812730, other_time: 2.9845428467
epoch time: 10.7596693039s, input_fired_time: 0.2488419861, output_fired_time: 0.0000000000, propagate_forward_time: 9.9792366028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315904617
validation[          , genome  6795] predictions:    9748/  10000 (97.48%), best:    9799/10000 (97.99%), error:       801.21692, best error:       698.24011 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 134.7115020752s, input_fired_time: 1.9423921108, output_fired_time: 2.1485652924, propagate_forward_time: 49.7413330078, propagate_backward_time: 77.9179229736, weight_update_time: 0.1855507940, other_time: 2.9612884521
epoch time: 10.7444362640s, input_fired_time: 0.2559502423, output_fired_time: 0.0000000000, propagate_forward_time: 9.9399509430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485353470
validation[          , genome  6795] predictions:    9771/  10000 (97.71%), best:    9799/10000 (97.99%), error:       736.92688, best error:       698.24011 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 133.8442382813s, input_fired_time: 1.9314863682, output_fired_time: 2.1637511253, propagate_forward_time: 49.2900733948, propagate_backward_time: 77.5075988770, weight_update_time: 0.1878561825, other_time: 2.9513244629
epoch time: 10.6032218933s, input_fired_time: 0.2380578369, output_fired_time: 0.0000000000, propagate_forward_time: 9.8383264542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268373489
validation[          , genome  6795] predictions:    9747/  10000 (97.47%), best:    9799/10000 (97.99%), error:       834.44775, best error:       698.24011 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.0616912842s, input_fired_time: 1.9366085529, output_fired_time: 2.1369273663, propagate_forward_time: 49.9712448120, propagate_backward_time: 78.0308990479, weight_update_time: 0.1873335540, other_time: 2.9860000610
epoch time: 10.5667314529s, input_fired_time: 0.2404687107, output_fired_time: 0.0000000000, propagate_forward_time: 9.7954721451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307903290
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       686.75549, best error:       686.75549 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 134.3233489990s, input_fired_time: 1.9460036755, output_fired_time: 2.1492271423, propagate_forward_time: 49.6872558594, propagate_backward_time: 77.5740280151, weight_update_time: 0.1863835454, other_time: 2.9668350220
epoch time: 10.7329339981s, input_fired_time: 0.2373421937, output_fired_time: 0.0000000000, propagate_forward_time: 9.9578351974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377569199
validation[          , genome  6795] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       759.42786, best error:       686.75549 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 134.9827575684s, input_fired_time: 1.9530872107, output_fired_time: 2.1457433701, propagate_forward_time: 49.9494514465, propagate_backward_time: 77.9411468506, weight_update_time: 0.1903721243, other_time: 2.9933319092
epoch time: 10.5949497223s, input_fired_time: 0.2388440669, output_fired_time: 0.0000000000, propagate_forward_time: 9.8231363297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329694748
validation[          , genome  6795] predictions:    9785/  10000 (97.85%), best:    9775/10000 (97.75%), error:       720.82007, best error:       686.75549 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.1430206299s, input_fired_time: 1.9373316765, output_fired_time: 2.1679298878, propagate_forward_time: 49.9562683105, propagate_backward_time: 78.1153488159, weight_update_time: 0.1837648749, other_time: 2.9661483765
epoch time: 10.6970481873s, input_fired_time: 0.2404374480, output_fired_time: 0.0000000000, propagate_forward_time: 9.9212617874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353488922
validation[          , genome  6795] predictions:    9587/  10000 (95.87%), best:    9775/10000 (97.75%), error:      1236.19543, best error:       686.75549 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 134.6354675293s, input_fired_time: 1.9496281147, output_fired_time: 2.1519355774, propagate_forward_time: 49.7653884888, propagate_backward_time: 77.8099899292, weight_update_time: 0.1832254529, other_time: 2.9585266113
epoch time: 10.6410379410s, input_fired_time: 0.2416367680, output_fired_time: 0.0000000000, propagate_forward_time: 9.8713903427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280103683
validation[          , genome  6795] predictions:    9511/  10000 (95.11%), best:    9775/10000 (97.75%), error:      1548.98059, best error:       686.75549 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 134.2278594971s, input_fired_time: 1.9337838888, output_fired_time: 2.1428804398, propagate_forward_time: 49.6665420532, propagate_backward_time: 77.5155868530, weight_update_time: 0.1857002825, other_time: 2.9690704346
epoch time: 10.7851095200s, input_fired_time: 0.2449838966, output_fired_time: 0.0000000000, propagate_forward_time: 9.9961090088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440168381
validation[          , genome  6795] predictions:    9795/  10000 (97.95%), best:    9775/10000 (97.75%), error:       690.40332, best error:       686.75549 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 135.9897155762s, input_fired_time: 1.9825729132, output_fired_time: 2.1349329948, propagate_forward_time: 50.3039779663, propagate_backward_time: 78.5975341797, weight_update_time: 0.1830939800, other_time: 2.9706954956
epoch time: 10.8571109772s, input_fired_time: 0.2390887290, output_fired_time: 0.0000000000, propagate_forward_time: 10.0744476318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435743332
validation[          , genome  6795] predictions:    9783/  10000 (97.83%), best:    9775/10000 (97.75%), error:       702.26495, best error:       686.75549 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 134.2753143311s, input_fired_time: 1.9428058863, output_fired_time: 2.1331119537, propagate_forward_time: 49.6351776123, propagate_backward_time: 77.5812377930, weight_update_time: 0.1858329326, other_time: 2.9829711914
epoch time: 10.5421733856s, input_fired_time: 0.2357100695, output_fired_time: 0.0000000000, propagate_forward_time: 9.7709846497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354785919
validation[          , genome  6795] predictions:    9726/  10000 (97.26%), best:    9775/10000 (97.75%), error:       894.45367, best error:       686.75549 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 134.6693115234s, input_fired_time: 1.9496126175, output_fired_time: 2.1488885880, propagate_forward_time: 49.6048164368, propagate_backward_time: 78.0107116699, weight_update_time: 0.1840346456, other_time: 2.9552764893
epoch time: 10.5969562531s, input_fired_time: 0.2378834635, output_fired_time: 0.0000000000, propagate_forward_time: 9.8225917816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364809036
validation[          , genome  6795] predictions:    9784/  10000 (97.84%), best:    9775/10000 (97.75%), error:       723.72284, best error:       686.75549 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 134.9930114746s, input_fired_time: 1.9366022348, output_fired_time: 2.1428945065, propagate_forward_time: 49.9933280945, propagate_backward_time: 77.9455795288, weight_update_time: 0.1860470027, other_time: 2.9746017456
epoch time: 10.7231760025s, input_fired_time: 0.2439194769, output_fired_time: 0.0000000000, propagate_forward_time: 9.9327192307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465373993
validation[          , genome  6795] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       791.55560, best error:       686.75549 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 135.2487487793s, input_fired_time: 1.9419792891, output_fired_time: 2.1514832973, propagate_forward_time: 49.9972724915, propagate_backward_time: 78.1460494995, weight_update_time: 0.1862514466, other_time: 3.0119552612
epoch time: 10.7345390320s, input_fired_time: 0.2397794127, output_fired_time: 0.0000000000, propagate_forward_time: 9.9615669250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331926346
validation[          , genome  6795] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       793.68555, best error:       686.75549 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.1990509033s, input_fired_time: 1.9374694824, output_fired_time: 2.1289744377, propagate_forward_time: 49.5262832642, propagate_backward_time: 77.6466751099, weight_update_time: 0.1840221733, other_time: 2.9596557617
epoch time: 10.6963214874s, input_fired_time: 0.2366937995, output_fired_time: 0.0000000000, propagate_forward_time: 9.9310550690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285730362
validation[          , genome  6795] predictions:    9749/  10000 (97.49%), best:    9775/10000 (97.75%), error:       832.81171, best error:       686.75549 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 134.8331604004s, input_fired_time: 1.9591630697, output_fired_time: 2.1595637798, propagate_forward_time: 49.8839645386, propagate_backward_time: 77.8409194946, weight_update_time: 0.1851707250, other_time: 2.9895477295
epoch time: 10.7671070099s, input_fired_time: 0.2378348559, output_fired_time: 0.0000000000, propagate_forward_time: 9.9855508804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437211990
validation[          , genome  6795] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       767.04828, best error:       686.75549 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 134.2552032471s, input_fired_time: 1.9355700016, output_fired_time: 2.1307003498, propagate_forward_time: 49.6980094910, propagate_backward_time: 77.5517120361, weight_update_time: 0.1846612543, other_time: 2.9391937256
epoch time: 10.5869178772s, input_fired_time: 0.2464551628, output_fired_time: 0.0000000000, propagate_forward_time: 9.8113346100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291280746
validation[          , genome  6795] predictions:    9768/  10000 (97.68%), best:    9775/10000 (97.75%), error:       785.57269, best error:       686.75549 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.9444580078s, input_fired_time: 1.9492825270, output_fired_time: 2.1678929329, propagate_forward_time: 50.2932090759, propagate_backward_time: 78.4959716797, weight_update_time: 0.1862855703, other_time: 3.0381011963
epoch time: 10.5635108948s, input_fired_time: 0.2385832369, output_fired_time: 0.0000000000, propagate_forward_time: 9.7919235229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330038071
validation[          , genome  6795] predictions:    9779/  10000 (97.79%), best:    9775/10000 (97.75%), error:       746.90106, best error:       686.75549 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.9054412842s, input_fired_time: 1.9373632669, output_fired_time: 2.1382255554, propagate_forward_time: 49.5255393982, propagate_backward_time: 77.3299560547, weight_update_time: 0.1847442240, other_time: 2.9743499756
epoch time: 10.7395944595s, input_fired_time: 0.2411087453, output_fired_time: 0.0000000000, propagate_forward_time: 9.9633159637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351696014
validation[          , genome  6795] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       654.97498, best error:       654.97498 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 134.7495422363s, input_fired_time: 1.9667446613, output_fired_time: 2.1267352104, propagate_forward_time: 49.6976356506, propagate_backward_time: 77.9856033325, weight_update_time: 0.1859205663, other_time: 2.9728164673
epoch time: 10.5618438721s, input_fired_time: 0.2391145974, output_fired_time: 0.0000000000, propagate_forward_time: 9.7923183441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304107666
validation[          , genome  6795] predictions:    9754/  10000 (97.54%), best:    9809/10000 (98.09%), error:       843.82288, best error:       654.97498 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.2196502686s, input_fired_time: 1.9532247782, output_fired_time: 2.1321523190, propagate_forward_time: 49.5977630615, propagate_backward_time: 77.5860061646, weight_update_time: 0.1899699569, other_time: 2.9504928589
epoch time: 10.7728824615s, input_fired_time: 0.2376421094, output_fired_time: 0.0000000000, propagate_forward_time: 9.9929800034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422601700
validation[          , genome  6795] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       695.03381, best error:       654.97498 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 135.0233917236s, input_fired_time: 1.9401384592, output_fired_time: 2.1557226181, propagate_forward_time: 49.9872894287, propagate_backward_time: 77.9465179443, weight_update_time: 0.1852295399, other_time: 2.9937286377
epoch time: 10.6399068832s, input_fired_time: 0.2419264913, output_fired_time: 0.0000000000, propagate_forward_time: 9.8664608002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315198898
validation[          , genome  6795] predictions:    9799/  10000 (97.99%), best:    9809/10000 (98.09%), error:       701.32672, best error:       654.97498 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.8821716309s, input_fired_time: 1.9402843714, output_fired_time: 2.1529157162, propagate_forward_time: 49.8790664673, propagate_backward_time: 77.9295883179, weight_update_time: 0.1928943992, other_time: 2.9803314209
epoch time: 10.5838832855s, input_fired_time: 0.2429867089, output_fired_time: 0.0000000000, propagate_forward_time: 9.8069944382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339021683
validation[          , genome  6795] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       756.06201, best error:       654.97498 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 134.5036773682s, input_fired_time: 1.9360023737, output_fired_time: 2.1401634216, propagate_forward_time: 49.7867965698, propagate_backward_time: 77.6628036499, weight_update_time: 0.1903351992, other_time: 2.9779052734
epoch time: 10.6500959396s, input_fired_time: 0.2382457703, output_fired_time: 0.0000000000, propagate_forward_time: 9.8818655014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5299844742
validation[          , genome  6795] predictions:    9769/  10000 (97.69%), best:    9809/10000 (98.09%), error:       737.87183, best error:       654.97498 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 133.9086303711s, input_fired_time: 1.9278297424, output_fired_time: 2.1535956860, propagate_forward_time: 49.4675827026, propagate_backward_time: 77.4124526978, weight_update_time: 0.1854322702, other_time: 2.9471740723
epoch time: 10.7891483307s, input_fired_time: 0.2372505963, output_fired_time: 0.0000000000, propagate_forward_time: 10.0044898987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474081039
validation[          , genome  6795] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       774.73151, best error:       654.97498 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 134.0980987549s, input_fired_time: 1.9419935942, output_fired_time: 2.1394147873, propagate_forward_time: 49.4967193604, propagate_backward_time: 77.5572738647, weight_update_time: 0.1834269911, other_time: 2.9626998901
epoch time: 10.5943212509s, input_fired_time: 0.2400196791, output_fired_time: 0.0000000000, propagate_forward_time: 9.8148651123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394363403
validation[          , genome  6795] predictions:    9801/  10000 (98.01%), best:    9809/10000 (98.09%), error:       662.59497, best error:       654.97498 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 135.1669006348s, input_fired_time: 1.9768638611, output_fired_time: 2.1669788361, propagate_forward_time: 50.0574302673, propagate_backward_time: 78.0044479370, weight_update_time: 0.1865738183, other_time: 2.9611740112
epoch time: 10.6382970810s, input_fired_time: 0.2386687547, output_fired_time: 0.0000000000, propagate_forward_time: 9.8478841782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517444611
validation[          , genome  6795] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       750.91559, best error:       654.97498 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.5327606201s, input_fired_time: 1.9442026615, output_fired_time: 2.1377530098, propagate_forward_time: 49.6620941162, propagate_backward_time: 77.8251419067, weight_update_time: 0.1849627495, other_time: 2.9635696411
epoch time: 10.6636018753s, input_fired_time: 0.2414963096, output_fired_time: 0.0000000000, propagate_forward_time: 9.8827428818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393629074
validation[          , genome  6795] predictions:    9742/  10000 (97.42%), best:    9809/10000 (98.09%), error:       792.94843, best error:       654.97498 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 134.6966247559s, input_fired_time: 1.9622716904, output_fired_time: 2.1573972702, propagate_forward_time: 49.8484420776, propagate_backward_time: 77.7715988159, weight_update_time: 0.1856081635, other_time: 2.9569244385
epoch time: 10.9562168121s, input_fired_time: 0.2376565188, output_fired_time: 0.0000000000, propagate_forward_time: 10.1698493958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487108231
validation[          , genome  6795] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       691.97882, best error:       654.97498 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.0986633301s, input_fired_time: 1.9415464401, output_fired_time: 2.1324326992, propagate_forward_time: 49.6918563843, propagate_backward_time: 77.3596954346, weight_update_time: 0.1849864423, other_time: 2.9731369019
epoch time: 10.6259527206s, input_fired_time: 0.2383208424, output_fired_time: 0.0000000000, propagate_forward_time: 9.8434267044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442047119
validation[          , genome  6795] predictions:    9708/  10000 (97.08%), best:    9809/10000 (98.09%), error:       976.63971, best error:       654.97498 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 135.5093536377s, input_fired_time: 1.9469393492, output_fired_time: 2.1536257267, propagate_forward_time: 50.0782051086, propagate_backward_time: 78.3904647827, weight_update_time: 0.1854598075, other_time: 2.9401168823
epoch time: 10.6691532135s, input_fired_time: 0.2390614748, output_fired_time: 0.0000000000, propagate_forward_time: 9.8981914520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319004059
validation[          , genome  6795] predictions:    9795/  10000 (97.95%), best:    9809/10000 (98.09%), error:       690.97931, best error:       654.97498 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 133.9291381836s, input_fired_time: 1.9443494081, output_fired_time: 2.1359329224, propagate_forward_time: 49.4234237671, propagate_backward_time: 77.4683609009, weight_update_time: 0.1845012158, other_time: 2.9570617676
epoch time: 10.6383314133s, input_fired_time: 0.2388791144, output_fired_time: 0.0000000000, propagate_forward_time: 9.8542261124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452260971
validation[          , genome  6795] predictions:    9784/  10000 (97.84%), best:    9809/10000 (98.09%), error:       719.30658, best error:       654.97498 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 134.6943817139s, input_fired_time: 1.9367620945, output_fired_time: 2.1422252655, propagate_forward_time: 49.8169898987, propagate_backward_time: 77.8187026978, weight_update_time: 0.1928637624, other_time: 2.9796981812
epoch time: 10.7306499481s, input_fired_time: 0.2395248860, output_fired_time: 0.0000000000, propagate_forward_time: 9.9284029007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627222061
validation[          , genome  6795] predictions:    9762/  10000 (97.62%), best:    9809/10000 (98.09%), error:       731.51050, best error:       654.97498 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 134.9499511719s, input_fired_time: 1.9435230494, output_fired_time: 2.1428627968, propagate_forward_time: 49.9911575317, propagate_backward_time: 77.9095687866, weight_update_time: 0.1848334968, other_time: 2.9628295898
epoch time: 10.7781352997s, input_fired_time: 0.2390424907, output_fired_time: 0.0000000000, propagate_forward_time: 9.9907188416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5483741760
validation[          , genome  6795] predictions:    9769/  10000 (97.69%), best:    9809/10000 (98.09%), error:       792.06775, best error:       654.97498 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.3939819336s, input_fired_time: 1.9592988491, output_fired_time: 2.1401159763, propagate_forward_time: 50.3168716431, propagate_backward_time: 79.0002136230, weight_update_time: 0.1841645241, other_time: 2.9774703979
epoch time: 10.7922658920s, input_fired_time: 0.2458613664, output_fired_time: 0.0000000000, propagate_forward_time: 10.0143661499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320386887
validation[          , genome  6795] predictions:    9771/  10000 (97.71%), best:    9809/10000 (98.09%), error:       744.42584, best error:       654.97498 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 134.9888763428s, input_fired_time: 1.9843825102, output_fired_time: 2.1875820160, propagate_forward_time: 50.0244560242, propagate_backward_time: 77.8084945679, weight_update_time: 0.1867813617, other_time: 2.9839706421
epoch time: 10.7305536270s, input_fired_time: 0.2413735092, output_fired_time: 0.0000000000, propagate_forward_time: 9.9444065094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447740555
validation[          , genome  6795] predictions:    9708/  10000 (97.08%), best:    9809/10000 (98.09%), error:       904.20856, best error:       654.97498 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.7631530762s, input_fired_time: 1.9612232447, output_fired_time: 2.1563975811, propagate_forward_time: 49.8945999146, propagate_backward_time: 77.7919464111, weight_update_time: 0.1859857440, other_time: 2.9589767456
epoch time: 10.8921966553s, input_fired_time: 0.2423386276, output_fired_time: 0.0000000000, propagate_forward_time: 10.1073904037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424680710
validation[          , genome  6795] predictions:    9745/  10000 (97.45%), best:    9809/10000 (98.09%), error:       836.50916, best error:       654.97498 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 135.2576599121s, input_fired_time: 1.9569174051, output_fired_time: 2.1572933197, propagate_forward_time: 50.0708580017, propagate_backward_time: 78.0930328369, weight_update_time: 0.1876427680, other_time: 2.9795532227
epoch time: 10.7834472656s, input_fired_time: 0.2392244488, output_fired_time: 0.0000000000, propagate_forward_time: 10.0022459030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419769287
validation[          , genome  6795] predictions:    9753/  10000 (97.53%), best:    9809/10000 (98.09%), error:       816.64941, best error:       654.97498 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 134.6374206543s, input_fired_time: 1.9501370192, output_fired_time: 2.1434595585, propagate_forward_time: 49.9311676025, propagate_backward_time: 77.5981445313, weight_update_time: 0.1899088770, other_time: 3.0145111084
epoch time: 10.5875701904s, input_fired_time: 0.2400406152, output_fired_time: 0.0000000000, propagate_forward_time: 9.8162155151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313138962
validation[          , genome  6795] predictions:    9780/  10000 (97.80%), best:    9809/10000 (98.09%), error:       729.18762, best error:       654.97498 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 134.5187377930s, input_fired_time: 1.9404480457, output_fired_time: 2.1385710239, propagate_forward_time: 49.8038558960, propagate_backward_time: 77.6851577759, weight_update_time: 0.1870405525, other_time: 2.9507141113
epoch time: 10.5969171524s, input_fired_time: 0.2379420102, output_fired_time: 0.0000000000, propagate_forward_time: 9.8291721344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5298032761
validation[          , genome  6795] predictions:    9732/  10000 (97.32%), best:    9809/10000 (98.09%), error:       839.81323, best error:       654.97498 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 134.5731506348s, input_fired_time: 1.9754190445, output_fired_time: 2.1451051235, propagate_forward_time: 49.7972259521, propagate_backward_time: 77.6815643311, weight_update_time: 0.1997579336, other_time: 2.9738311768
epoch time: 10.7367162704s, input_fired_time: 0.2492215037, output_fired_time: 0.0000000000, propagate_forward_time: 9.9582176208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292768478
validation[          , genome  6795] predictions:    9804/  10000 (98.04%), best:    9809/10000 (98.09%), error:       674.02246, best error:       654.97498 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 134.7295989990s, input_fired_time: 1.9401299953, output_fired_time: 2.1755871773, propagate_forward_time: 49.7818717957, propagate_backward_time: 77.8377685547, weight_update_time: 0.1846498251, other_time: 2.9942474365
epoch time: 10.5258493423s, input_fired_time: 0.2406422943, output_fired_time: 0.0000000000, propagate_forward_time: 9.7338953018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513114929
validation[          , genome  6795] predictions:    9706/  10000 (97.06%), best:    9809/10000 (98.09%), error:       951.56232, best error:       654.97498 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 134.5018310547s, input_fired_time: 1.9583390951, output_fired_time: 2.1440851688, propagate_forward_time: 49.7546577454, propagate_backward_time: 77.7001724243, weight_update_time: 0.1888579875, other_time: 2.9445724487
epoch time: 10.7055034637s, input_fired_time: 0.2397962660, output_fired_time: 0.0000000000, propagate_forward_time: 9.9335575104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321493149
validation[          , genome  6795] predictions:    9793/  10000 (97.93%), best:    9809/10000 (98.09%), error:       678.30267, best error:       654.97498 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 135.0222473145s, input_fired_time: 2.0279400349, output_fired_time: 2.1384251118, propagate_forward_time: 50.0110321045, propagate_backward_time: 77.8759765625, weight_update_time: 0.1826538593, other_time: 2.9688720703
epoch time: 10.5978431702s, input_fired_time: 0.2427964360, output_fired_time: 0.0000000000, propagate_forward_time: 9.8169851303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380611420
validation[          , genome  6795] predictions:    9792/  10000 (97.92%), best:    9809/10000 (98.09%), error:       660.09094, best error:       654.97498 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 133.9123535156s, input_fired_time: 1.9377838373, output_fired_time: 2.1331083775, propagate_forward_time: 49.5421257019, propagate_backward_time: 77.3059539795, weight_update_time: 0.1840128452, other_time: 2.9933776855
epoch time: 10.6316337585s, input_fired_time: 0.2409433126, output_fired_time: 0.0000000000, propagate_forward_time: 9.8617448807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289459229
validation[          , genome  6795] predictions:    9747/  10000 (97.47%), best:    9809/10000 (98.09%), error:       799.43811, best error:       654.97498 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 133.9375915527s, input_fired_time: 1.9578999281, output_fired_time: 2.1342937946, propagate_forward_time: 49.5844459534, propagate_backward_time: 77.3126068115, weight_update_time: 0.1844626665, other_time: 2.9483489990
epoch time: 10.6829481125s, input_fired_time: 0.2429305911, output_fired_time: 0.0000000000, propagate_forward_time: 9.9039583206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360593796
validation[          , genome  6795] predictions:    9698/  10000 (96.98%), best:    9809/10000 (98.09%), error:      1045.44800, best error:       654.97498 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 134.9377288818s, input_fired_time: 1.9629725218, output_fired_time: 2.1444261074, propagate_forward_time: 50.0409088135, propagate_backward_time: 77.8260345459, weight_update_time: 0.1845490634, other_time: 2.9633941650
epoch time: 11.0358638763s, input_fired_time: 0.2751719654, output_fired_time: 0.0000000000, propagate_forward_time: 10.2161426544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445489883
validation[          , genome  6795] predictions:    9794/  10000 (97.94%), best:    9809/10000 (98.09%), error:       702.78937, best error:       654.97498 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 134.5989990234s, input_fired_time: 1.9513480663, output_fired_time: 2.1578378677, propagate_forward_time: 49.7289848328, propagate_backward_time: 77.7728195190, weight_update_time: 0.1869277656, other_time: 2.9879989624
epoch time: 10.5544681549s, input_fired_time: 0.2398662865, output_fired_time: 0.0000000000, propagate_forward_time: 9.7799215317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346803665
validation[          , genome  6795] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       703.62390, best error:       654.97498 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 134.3134155273s, input_fired_time: 1.9433523417, output_fired_time: 2.1544888020, propagate_forward_time: 49.8363723755, propagate_backward_time: 77.4231719971, weight_update_time: 0.1834301949, other_time: 2.9560165405
epoch time: 10.7463140488s, input_fired_time: 0.2420946211, output_fired_time: 0.0000000000, propagate_forward_time: 9.9708738327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333452225
validation[          , genome  6795] predictions:    9695/  10000 (96.95%), best:    9809/10000 (98.09%), error:       992.43500, best error:       654.97498 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 134.2402038574s, input_fired_time: 1.9527188540, output_fired_time: 2.1360058784, propagate_forward_time: 49.6670532227, propagate_backward_time: 77.5085906982, weight_update_time: 0.1931115240, other_time: 2.9758453369
epoch time: 10.6684284210s, input_fired_time: 0.2369930297, output_fired_time: 0.0000000000, propagate_forward_time: 9.8971643448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342712402
validation[          , genome  6795] predictions:    9781/  10000 (97.81%), best:    9809/10000 (98.09%), error:       744.31165, best error:       654.97498 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 133.8898468018s, input_fired_time: 1.9570590258, output_fired_time: 2.1273534298, propagate_forward_time: 49.4223327637, propagate_backward_time: 77.4119033813, weight_update_time: 0.1859572232, other_time: 2.9711990356
epoch time: 10.5698251724s, input_fired_time: 0.2382518351, output_fired_time: 0.0000000000, propagate_forward_time: 9.8000230789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315504074
validation[          , genome  6795] predictions:    9770/  10000 (97.70%), best:    9809/10000 (98.09%), error:       772.82843, best error:       654.97498 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 135.0915527344s, input_fired_time: 1.9542227983, output_fired_time: 2.1572372913, propagate_forward_time: 49.9132804871, propagate_backward_time: 78.1149978638, weight_update_time: 0.1834295988, other_time: 2.9518051147
epoch time: 10.7064990997s, input_fired_time: 0.2437939346, output_fired_time: 0.0000000000, propagate_forward_time: 9.9250497818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376558304
validation[          , genome  6795] predictions:    9730/  10000 (97.30%), best:    9809/10000 (98.09%), error:       880.98248, best error:       654.97498 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 135.6127319336s, input_fired_time: 1.9761675596, output_fired_time: 2.2017021179, propagate_forward_time: 50.0625686646, propagate_backward_time: 78.3082733154, weight_update_time: 0.2062288374, other_time: 3.0640182495
epoch time: 10.6644973755s, input_fired_time: 0.2433070689, output_fired_time: 0.0000000000, propagate_forward_time: 9.8940248489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271654129
validation[          , genome  6795] predictions:    9720/  10000 (97.20%), best:    9809/10000 (98.09%), error:       911.12128, best error:       654.97498 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 134.1863403320s, input_fired_time: 1.9481332302, output_fired_time: 2.1576378345, propagate_forward_time: 49.4783935547, propagate_backward_time: 77.6051330566, weight_update_time: 0.1876392365, other_time: 2.9970397949
epoch time: 10.7226467133s, input_fired_time: 0.2386120409, output_fired_time: 0.0000000000, propagate_forward_time: 9.9500331879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340013504
validation[          , genome  6795] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       681.07983, best error:       654.97498 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 135.9308929443s, input_fired_time: 1.9486562014, output_fired_time: 2.1557002068, propagate_forward_time: 50.0901412964, propagate_backward_time: 78.7511062622, weight_update_time: 0.1947746724, other_time: 2.9852905273
epoch time: 10.7133922577s, input_fired_time: 0.2426073253, output_fired_time: 0.0000000000, propagate_forward_time: 9.9238767624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469083786
validation[          , genome  6795] predictions:    9757/  10000 (97.57%), best:    9809/10000 (98.09%), error:       812.53131, best error:       654.97498 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 134.5185852051s, input_fired_time: 1.9439138174, output_fired_time: 2.1426625252, propagate_forward_time: 49.6425590515, propagate_backward_time: 77.7971878052, weight_update_time: 0.1849417537, other_time: 2.9922561646
epoch time: 10.7702121735s, input_fired_time: 0.2403927296, output_fired_time: 0.0000000000, propagate_forward_time: 9.9949359894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348834991
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9809/10000 (98.09%), error:       742.85504, best error:       654.97498 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 135.2996978760s, input_fired_time: 1.9729541540, output_fired_time: 2.1701121330, propagate_forward_time: 50.0692787170, propagate_backward_time: 78.0808944702, weight_update_time: 0.1881721318, other_time: 3.0064620972
epoch time: 10.7872562408s, input_fired_time: 0.2411162555, output_fired_time: 0.0000000000, propagate_forward_time: 10.0085010529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376386642
validation[          , genome  6795] predictions:    9751/  10000 (97.51%), best:    9809/10000 (98.09%), error:       812.10974, best error:       654.97498 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 134.3334960938s, input_fired_time: 1.9545551538, output_fired_time: 2.1439514160, propagate_forward_time: 49.5999984741, propagate_backward_time: 77.6557235718, weight_update_time: 0.1845817417, other_time: 2.9792633057
epoch time: 10.7874231339s, input_fired_time: 0.2436024398, output_fired_time: 0.0000000000, propagate_forward_time: 10.0097455978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340747833
validation[          , genome  6795] predictions:    9758/  10000 (97.58%), best:    9809/10000 (98.09%), error:       791.94635, best error:       654.97498 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 134.8058624268s, input_fired_time: 1.9612066746, output_fired_time: 2.1296379566, propagate_forward_time: 49.8832397461, propagate_backward_time: 77.8348922729, weight_update_time: 0.1878512204, other_time: 2.9968795776
epoch time: 10.8240451813s, input_fired_time: 0.2429765761, output_fired_time: 0.0000000000, propagate_forward_time: 10.0497903824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312786102
validation[          , genome  6795] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       763.67889, best error:       654.97498 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 136.1305236816s, input_fired_time: 2.0399706364, output_fired_time: 2.1479363441, propagate_forward_time: 50.2303695679, propagate_backward_time: 78.6682891846, weight_update_time: 0.1984560639, other_time: 3.0439529419
epoch time: 11.4138870239s, input_fired_time: 0.2627230287, output_fired_time: 0.0000000000, propagate_forward_time: 10.5065946579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6445693970
validation[          , genome  6795] predictions:    9775/  10000 (97.75%), best:    9809/10000 (98.09%), error:       751.05267, best error:       654.97498 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 137.9938507080s, input_fired_time: 2.0383467674, output_fired_time: 2.2540254593, propagate_forward_time: 51.1739044189, propagate_backward_time: 79.5183105469, weight_update_time: 0.1896891892, other_time: 3.0092620850
epoch time: 10.7667455673s, input_fired_time: 0.2488801628, output_fired_time: 0.0000000000, propagate_forward_time: 9.9787607193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391044617
validation[          , genome  6795] predictions:    9774/  10000 (97.74%), best:    9809/10000 (98.09%), error:       777.49323, best error:       654.97498 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 135.2959899902s, input_fired_time: 1.9761402607, output_fired_time: 2.1612064838, propagate_forward_time: 50.1035461426, propagate_backward_time: 78.0788574219, weight_update_time: 0.2023606002, other_time: 2.9762420654
epoch time: 10.7180995941s, input_fired_time: 0.2464845926, output_fired_time: 0.0000000000, propagate_forward_time: 9.9114274979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601873398
validation[          , genome  6795] predictions:    9754/  10000 (97.54%), best:    9809/10000 (98.09%), error:       811.95789, best error:       654.97498 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 134.4317321777s, input_fired_time: 1.9589257240, output_fired_time: 2.1348989010, propagate_forward_time: 49.8583412170, propagate_backward_time: 77.5294723511, weight_update_time: 0.1860367805, other_time: 2.9500961304
epoch time: 10.6381702423s, input_fired_time: 0.2382241488, output_fired_time: 0.0000000000, propagate_forward_time: 9.8598527908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400934219
validation[          , genome  6795] predictions:    9776/  10000 (97.76%), best:    9809/10000 (98.09%), error:       728.11755, best error:       654.97498 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 134.2743988037s, input_fired_time: 1.9521607161, output_fired_time: 2.1333274841, propagate_forward_time: 49.7039680481, propagate_backward_time: 77.5226058960, weight_update_time: 0.1873317361, other_time: 2.9623336792
epoch time: 10.5438957214s, input_fired_time: 0.2380204052, output_fired_time: 0.0000000000, propagate_forward_time: 9.7714262009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344495773
validation[          , genome  6795] predictions:    9745/  10000 (97.45%), best:    9809/10000 (98.09%), error:       847.61664, best error:       654.97498 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 133.3927917480s, input_fired_time: 1.9540934563, output_fired_time: 2.1304588318, propagate_forward_time: 49.3274040222, propagate_backward_time: 77.0393600464, weight_update_time: 0.1829858869, other_time: 2.9414749146
epoch time: 10.6040430069s, input_fired_time: 0.2491493821, output_fired_time: 0.0000000000, propagate_forward_time: 9.8209180832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339756012
validation[          , genome  6795] predictions:    9764/  10000 (97.64%), best:    9809/10000 (98.09%), error:       745.46075, best error:       654.97498 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 134.5258941650s, input_fired_time: 1.9534102678, output_fired_time: 2.1770889759, propagate_forward_time: 49.5660133362, propagate_backward_time: 77.8462142944, weight_update_time: 0.1855627447, other_time: 2.9831619263
epoch time: 11.0695486069s, input_fired_time: 0.2412152439, output_fired_time: 0.0000000000, propagate_forward_time: 10.2632398605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5650930405
validation[          , genome  6795] predictions:    9757/  10000 (97.57%), best:    9809/10000 (98.09%), error:       807.79028, best error:       654.97498 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 134.1082916260s, input_fired_time: 1.9480162859, output_fired_time: 2.1435711384, propagate_forward_time: 49.5745697021, propagate_backward_time: 77.4558563232, weight_update_time: 0.1845355630, other_time: 2.9862823486
epoch time: 10.6782875061s, input_fired_time: 0.2514597476, output_fired_time: 0.0000000000, propagate_forward_time: 9.8878879547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389394760
validation[          , genome  6795] predictions:    9767/  10000 (97.67%), best:    9809/10000 (98.09%), error:       786.10968, best error:       654.97498 on epoch:    52, 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: 53.8247528076s, input_fired_time: 1.2458792925, output_fired_time: 0.0000000000, propagate_forward_time: 49.8004531860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7784194946
best training[          , genome  6795] predictions:   49681/  50000 (99.36%), best:    9809/10000 (98.09%), error:      1314.39355, best error:       654.97498 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.6312952042s, input_fired_time: 0.2382232696, output_fired_time: 0.0000000000, propagate_forward_time: 9.8609905243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320816040
   testing[          , genome  6795] predictions:    9827/  10000 (98.27%), best:    9809/10000 (98.09%), error:       580.73535, best error:       654.97498 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:50:04 (4232): called boinc_finish(0)

</stderr_txt>
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