Nameexact_genome_1512568488_44_6219_0
Workunit2602387
Created7 Dec 2017, 18:37:06 UTC
Sent7 Dec 2017, 18:44:57 UTC
Report deadline16 Dec 2017, 2:26:36 UTC
Received8 Dec 2017, 8:33:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62433
Run time4 hours 10 min 18 sec
CPU time4 hours 9 min 52 sec
Validate stateValid
Credit2,080.15
Device peak FLOPS3.02 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.97 MB
Peak swap size159.87 MB
Peak disk usage2.15 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
9/  10000 (96.69%), best:    9713/10000 (97.13%), error:      1073.48352, best error:       962.01440 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 137.0393371582s, input_fired_time: 1.5578666925, output_fired_time: 1.3688815832, propagate_forward_time: 51.7318992615, propagate_backward_time: 78.9508209229, weight_update_time: 0.1590921879, other_time: 3.4298706055
epoch time: 11.0630950928s, input_fired_time: 0.1938637793, output_fired_time: 0.0000000000, propagate_forward_time: 10.2294845581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6397466660
validation[          , genome  6219] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       946.47675, best error:       946.47675 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.6173095703s, input_fired_time: 1.5541924238, output_fired_time: 1.3870131969, propagate_forward_time: 52.1227416992, propagate_backward_time: 80.1904907227, weight_update_time: 0.1587488204, other_time: 3.3628692627
epoch time: 10.8393030167s, input_fired_time: 0.1899584234, output_fired_time: 0.0000000000, propagate_forward_time: 10.0766925812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726518631
validation[          , genome  6219] predictions:    9648/  10000 (96.48%), best:    9707/10000 (97.07%), error:      1082.09546, best error:       946.47675 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 136.6354980469s, input_fired_time: 1.5515381098, output_fired_time: 1.3640303612, propagate_forward_time: 51.2698860168, propagate_backward_time: 78.9549331665, weight_update_time: 0.1589841992, other_time: 3.4951095581
epoch time: 10.9801101685s, input_fired_time: 0.1949028671, output_fired_time: 0.0000000000, propagate_forward_time: 10.1538572311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6313505173
validation[          , genome  6219] predictions:    9704/  10000 (97.04%), best:    9707/10000 (97.07%), error:      1006.40051, best error:       946.47675 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 137.2322692871s, input_fired_time: 1.5479396582, output_fired_time: 1.3670902252, propagate_forward_time: 51.3828086853, propagate_backward_time: 79.5348281860, weight_update_time: 0.1576467603, other_time: 3.3995895386
epoch time: 10.7319393158s, input_fired_time: 0.1896029562, output_fired_time: 0.0000000000, propagate_forward_time: 9.9517631531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5905733109
validation[          , genome  6219] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       929.19678, best error:       929.19678 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 136.0297241211s, input_fired_time: 1.5431265831, output_fired_time: 1.3622753620, propagate_forward_time: 50.9921073914, propagate_backward_time: 78.6820831299, weight_update_time: 0.1581172943, other_time: 3.4501342773
epoch time: 11.1185808182s, input_fired_time: 0.1948028952, output_fired_time: 0.0000000000, propagate_forward_time: 10.3054924011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182851791
validation[          , genome  6219] predictions:    9619/  10000 (96.19%), best:    9729/10000 (97.29%), error:      1206.56372, best error:       929.19678 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 136.9872283936s, input_fired_time: 1.5577062368, output_fired_time: 1.3708834648, propagate_forward_time: 51.4010086060, propagate_backward_time: 79.1673126221, weight_update_time: 0.1564887315, other_time: 3.4903182983
epoch time: 10.8418855667s, input_fired_time: 0.1888739765, output_fired_time: 0.0000000000, propagate_forward_time: 10.0614624023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915489197
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9729/10000 (97.29%), error:       947.10394, best error:       929.19678 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 136.6245422363s, input_fired_time: 1.5556831360, output_fired_time: 1.3684879541, propagate_forward_time: 51.3319320679, propagate_backward_time: 78.9092178345, weight_update_time: 0.1581218243, other_time: 3.4592285156
epoch time: 10.9043216705s, input_fired_time: 0.1940031946, output_fired_time: 0.0000000000, propagate_forward_time: 10.0885057449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218128204
validation[          , genome  6219] predictions:    9674/  10000 (96.74%), best:    9729/10000 (97.29%), error:      1076.10950, best error:       929.19678 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.6487274170s, input_fired_time: 1.5476745367, output_fired_time: 1.3721066713, propagate_forward_time: 51.1138458252, propagate_backward_time: 79.2404022217, weight_update_time: 0.1565775275, other_time: 3.3747100830
epoch time: 10.9830780029s, input_fired_time: 0.1957361996, output_fired_time: 0.0000000000, propagate_forward_time: 10.1139507294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733913422
validation[          , genome  6219] predictions:    9641/  10000 (96.41%), best:    9729/10000 (97.29%), error:      1163.50220, best error:       929.19678 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.5520629883s, input_fired_time: 1.5567160845, output_fired_time: 1.3728125095, propagate_forward_time: 51.2597808838, propagate_backward_time: 78.8337707520, weight_update_time: 0.1583743542, other_time: 3.5289764404
epoch time: 10.9775619507s, input_fired_time: 0.1921395659, output_fired_time: 0.0000000000, propagate_forward_time: 10.1912746429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5941476822
validation[          , genome  6219] predictions:    9655/  10000 (96.55%), best:    9729/10000 (97.29%), error:      1069.34973, best error:       929.19678 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 137.1187591553s, input_fired_time: 1.5631213188, output_fired_time: 1.3704540730, propagate_forward_time: 51.4215049744, propagate_backward_time: 79.2941894531, weight_update_time: 0.1595261097, other_time: 3.4694824219
epoch time: 11.0758247375s, input_fired_time: 0.1957117915, output_fired_time: 0.0000000000, propagate_forward_time: 10.2585620880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215505600
validation[          , genome  6219] predictions:    9671/  10000 (96.71%), best:    9729/10000 (97.29%), error:      1107.62073, best error:       929.19678 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 135.3268127441s, input_fired_time: 1.5443999767, output_fired_time: 1.3524724245, propagate_forward_time: 50.6197547913, propagate_backward_time: 78.4047927856, weight_update_time: 0.1567973495, other_time: 3.4053878784
epoch time: 11.0018301010s, input_fired_time: 0.1942080259, output_fired_time: 0.0000000000, propagate_forward_time: 10.2081155777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995063782
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9729/10000 (97.29%), error:       993.19672, best error:       929.19678 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 136.6207580566s, input_fired_time: 1.5501954556, output_fired_time: 1.3667564392, propagate_forward_time: 50.8714218140, propagate_backward_time: 79.4545440674, weight_update_time: 0.1578510851, other_time: 3.3778305054
epoch time: 11.2875442505s, input_fired_time: 0.1990344971, output_fired_time: 0.0000000000, propagate_forward_time: 10.4579410553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305685043
validation[          , genome  6219] predictions:    9735/  10000 (97.35%), best:    9729/10000 (97.29%), error:       947.29608, best error:       929.19678 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 136.4337768555s, input_fired_time: 1.5580567122, output_fired_time: 1.3722189665, propagate_forward_time: 51.1764564514, propagate_backward_time: 78.8827133179, weight_update_time: 0.1583035737, other_time: 3.4443283081
epoch time: 10.7201499939s, input_fired_time: 0.1925471574, output_fired_time: 0.0000000000, propagate_forward_time: 9.9178266525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097764969
validation[          , genome  6219] predictions:    9677/  10000 (96.77%), best:    9729/10000 (97.29%), error:      1036.34729, best error:       929.19678 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 135.6239166260s, input_fired_time: 1.5526491404, output_fired_time: 1.3605062962, propagate_forward_time: 50.6464958191, propagate_backward_time: 78.5915603638, weight_update_time: 0.1578296274, other_time: 3.4727096558
epoch time: 10.9089918137s, input_fired_time: 0.1958908141, output_fired_time: 0.0000000000, propagate_forward_time: 10.0604772568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6526241302
validation[          , genome  6219] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       916.68195, best error:       916.68195 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 136.7510528564s, input_fired_time: 1.5661302805, output_fired_time: 1.3766270876, propagate_forward_time: 51.2658195496, propagate_backward_time: 79.0564117432, weight_update_time: 0.1589951217, other_time: 3.4860534668
epoch time: 11.0877914429s, input_fired_time: 0.1964012980, output_fired_time: 0.0000000000, propagate_forward_time: 10.2532415390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381483078
validation[          , genome  6219] predictions:    9683/  10000 (96.83%), best:    9721/10000 (97.21%), error:      1077.03687, best error:       916.68195 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 136.4047698975s, input_fired_time: 1.5607763529, output_fired_time: 1.3672816753, propagate_forward_time: 51.1426048279, propagate_backward_time: 78.8199539185, weight_update_time: 0.1591110975, other_time: 3.5141525269
epoch time: 11.1255435944s, input_fired_time: 0.1964768916, output_fired_time: 0.0000000000, propagate_forward_time: 10.3059501648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231164932
validation[          , genome  6219] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       893.94989, best error:       893.94989 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 136.5142059326s, input_fired_time: 1.5628821850, output_fired_time: 1.3701757193, propagate_forward_time: 51.3904953003, propagate_backward_time: 78.7404098511, weight_update_time: 0.1580924392, other_time: 3.4502410889
epoch time: 10.8008193970s, input_fired_time: 0.1912544966, output_fired_time: 0.0000000000, propagate_forward_time: 10.0052900314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6042747498
validation[          , genome  6219] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1014.25397, best error:       893.94989 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 136.0123596191s, input_fired_time: 1.5564839840, output_fired_time: 1.3566037416, propagate_forward_time: 51.0250549316, propagate_backward_time: 78.6284027100, weight_update_time: 0.1594957858, other_time: 3.4458160400
epoch time: 11.1433410645s, input_fired_time: 0.1954031885, output_fired_time: 0.0000000000, propagate_forward_time: 10.3357820511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121559143
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9727/10000 (97.27%), error:       973.45367, best error:       893.94989 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 137.8246612549s, input_fired_time: 1.5682685375, output_fired_time: 1.3753998280, propagate_forward_time: 51.9096603394, propagate_backward_time: 79.5612258911, weight_update_time: 0.1590140462, other_time: 3.4101104736
epoch time: 11.0146970749s, input_fired_time: 0.1991665959, output_fired_time: 0.0000000000, propagate_forward_time: 10.1808958054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346349716
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       887.31219, best error:       887.31219 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.5108184814s, input_fired_time: 1.5677318573, output_fired_time: 1.3730570078, propagate_forward_time: 51.1972999573, propagate_backward_time: 78.9068832397, weight_update_time: 0.1588151008, other_time: 3.4658432007
epoch time: 11.2458324432s, input_fired_time: 0.1968870014, output_fired_time: 0.0000000000, propagate_forward_time: 10.4519805908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969648361
validation[          , genome  6219] predictions:    9628/  10000 (96.28%), best:    9737/10000 (97.37%), error:      1236.48193, best error:       887.31219 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 137.5217590332s, input_fired_time: 1.5658655167, output_fired_time: 1.3800164461, propagate_forward_time: 51.3734703064, propagate_backward_time: 79.7778091431, weight_update_time: 0.1581065506, other_time: 3.4245834351
epoch time: 10.8912887573s, input_fired_time: 0.1947741657, output_fired_time: 0.0000000000, propagate_forward_time: 10.1014299393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950841904
validation[          , genome  6219] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       853.95520, best error:       853.95520 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 137.2541503906s, input_fired_time: 1.5704754591, output_fired_time: 1.3740086555, propagate_forward_time: 51.3799324036, propagate_backward_time: 79.4558181763, weight_update_time: 0.1601230055, other_time: 3.4739151001
epoch time: 10.9291267395s, input_fired_time: 0.1950110644, output_fired_time: 0.0000000000, propagate_forward_time: 10.1356086731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985069275
validation[          , genome  6219] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       839.70715, best error:       839.70715 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 136.6431884766s, input_fired_time: 1.5696829557, output_fired_time: 1.3616963625, propagate_forward_time: 51.1688003540, propagate_backward_time: 79.1078338623, weight_update_time: 0.1594089568, other_time: 3.4351730347
epoch time: 11.1781368256s, input_fired_time: 0.1975130588, output_fired_time: 0.0000000000, propagate_forward_time: 10.3778495789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027746201
validation[          , genome  6219] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       882.80188, best error:       839.70715 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.6306152344s, input_fired_time: 1.5599714518, output_fired_time: 1.3659904003, propagate_forward_time: 51.1118812561, propagate_backward_time: 79.1369934082, weight_update_time: 0.1579967737, other_time: 3.4557800293
epoch time: 11.0747671127s, input_fired_time: 0.1987457573, output_fired_time: 0.0000000000, propagate_forward_time: 10.2588500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171712875
validation[          , genome  6219] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       881.01160, best error:       839.70715 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 137.0949707031s, input_fired_time: 1.5600937605, output_fired_time: 1.3639433384, propagate_forward_time: 51.3661651611, propagate_backward_time: 79.3985900879, weight_update_time: 0.1575054079, other_time: 3.4061889648
epoch time: 10.9640798569s, input_fired_time: 0.1947136819, output_fired_time: 0.0000000000, propagate_forward_time: 10.1461324692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232337952
validation[          , genome  6219] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       877.24493, best error:       839.70715 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 137.5166473389s, input_fired_time: 1.5700333118, output_fired_time: 1.3784608841, propagate_forward_time: 51.3090858459, propagate_backward_time: 79.7619934082, weight_update_time: 0.1586829871, other_time: 3.4970703125
epoch time: 10.7262763977s, input_fired_time: 0.1930005997, output_fired_time: 0.0000000000, propagate_forward_time: 9.9396352768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936403275
validation[          , genome  6219] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       947.97736, best error:       839.70715 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 137.5908508301s, input_fired_time: 1.5684643984, output_fired_time: 1.3705632687, propagate_forward_time: 51.5407791138, propagate_backward_time: 79.6678390503, weight_update_time: 0.1584567130, other_time: 3.4432067871
epoch time: 11.0098619461s, input_fired_time: 0.1960165203, output_fired_time: 0.0000000000, propagate_forward_time: 10.2110128403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028327942
validation[          , genome  6219] predictions:    9670/  10000 (96.70%), best:    9756/10000 (97.56%), error:      1028.84924, best error:       839.70715 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.6488037109s, input_fired_time: 1.5798794031, output_fired_time: 1.3685812950, propagate_forward_time: 51.6264724731, propagate_backward_time: 79.5592575073, weight_update_time: 0.1597270221, other_time: 3.5146179199
epoch time: 10.8476037979s, input_fired_time: 0.1953202486, output_fired_time: 0.0000000000, propagate_forward_time: 10.0412797928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110038757
validation[          , genome  6219] predictions:    9679/  10000 (96.79%), best:    9756/10000 (97.56%), error:      1068.05994, best error:       839.70715 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 135.9478454590s, input_fired_time: 1.5657798052, output_fired_time: 1.3662463427, propagate_forward_time: 50.8981094360, propagate_backward_time: 78.7713623047, weight_update_time: 0.1582197994, other_time: 3.3463516235
epoch time: 11.3378143311s, input_fired_time: 0.2023805082, output_fired_time: 0.0000000000, propagate_forward_time: 10.5247936249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106405258
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       911.86566, best error:       839.70715 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 138.1196594238s, input_fired_time: 1.5757904053, output_fired_time: 1.3791548014, propagate_forward_time: 51.7082061768, propagate_backward_time: 79.9729461670, weight_update_time: 0.1598414779, other_time: 3.4835662842
epoch time: 11.2623205185s, input_fired_time: 0.2026228309, output_fired_time: 0.0000000000, propagate_forward_time: 10.3764648438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6832332611
validation[          , genome  6219] predictions:    9700/  10000 (97.00%), best:    9756/10000 (97.56%), error:       987.32513, best error:       839.70715 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 135.0468597412s, input_fired_time: 1.5724086761, output_fired_time: 1.3620784283, propagate_forward_time: 50.5164833069, propagate_backward_time: 78.0932312012, weight_update_time: 0.1585094333, other_time: 3.5026702881
epoch time: 10.9479484558s, input_fired_time: 0.1983464807, output_fired_time: 0.0000000000, propagate_forward_time: 10.1245899200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250123978
validation[          , genome  6219] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       853.85669, best error:       839.70715 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 137.1382598877s, input_fired_time: 1.5812983513, output_fired_time: 1.3805369139, propagate_forward_time: 51.4469604492, propagate_backward_time: 79.2200393677, weight_update_time: 0.1602341086, other_time: 3.5094223022
epoch time: 10.9041614532s, input_fired_time: 0.1993748695, output_fired_time: 0.0000000000, propagate_forward_time: 10.0587263107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6460599899
validation[          , genome  6219] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       920.85181, best error:       839.70715 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 136.4297790527s, input_fired_time: 1.5752077103, output_fired_time: 1.3743189573, propagate_forward_time: 50.9063377380, propagate_backward_time: 79.1250762939, weight_update_time: 0.1585946530, other_time: 3.4488372803
epoch time: 11.1298980713s, input_fired_time: 0.2015100867, output_fired_time: 0.0000000000, propagate_forward_time: 10.3020267487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263608932
validation[          , genome  6219] predictions:    9677/  10000 (96.77%), best:    9756/10000 (97.56%), error:      1068.24670, best error:       839.70715 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 135.2841186523s, input_fired_time: 1.5721433163, output_fired_time: 1.3575832844, propagate_forward_time: 50.5938339233, propagate_backward_time: 78.2928085327, weight_update_time: 0.1586660147, other_time: 3.4677429199
epoch time: 11.0813026428s, input_fired_time: 0.2004417628, output_fired_time: 0.0000000000, propagate_forward_time: 10.2454204559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354408264
validation[          , genome  6219] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       908.50598, best error:       839.70715 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 136.5340728760s, input_fired_time: 1.5741422176, output_fired_time: 1.3684977293, propagate_forward_time: 51.2286186218, propagate_backward_time: 78.9866943359, weight_update_time: 0.1583084911, other_time: 3.3761138916
epoch time: 10.9740219116s, input_fired_time: 0.1968504190, output_fired_time: 0.0000000000, propagate_forward_time: 10.1484527588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287183762
validation[          , genome  6219] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       871.92560, best error:       839.70715 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 136.6345520020s, input_fired_time: 1.5758652687, output_fired_time: 1.3709009886, propagate_forward_time: 51.1156616211, propagate_backward_time: 79.0962448120, weight_update_time: 0.1588000655, other_time: 3.4758834839
epoch time: 11.0663127899s, input_fired_time: 0.2007089704, output_fired_time: 0.0000000000, propagate_forward_time: 10.2264518738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6391515732
validation[          , genome  6219] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       841.04584, best error:       839.70715 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 135.8899230957s, input_fired_time: 1.5767809153, output_fired_time: 1.3717402220, propagate_forward_time: 50.9857215881, propagate_backward_time: 78.5184783936, weight_update_time: 0.1591735631, other_time: 3.4372100830
epoch time: 10.9647464752s, input_fired_time: 0.1981314570, output_fired_time: 0.0000000000, propagate_forward_time: 10.1359672546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306476593
validation[          , genome  6219] predictions:    9708/  10000 (97.08%), best:    9756/10000 (97.56%), error:       949.72083, best error:       839.70715 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 136.0266876221s, input_fired_time: 1.5783507824, output_fired_time: 1.3670784235, propagate_forward_time: 50.8266410828, propagate_backward_time: 78.7964172363, weight_update_time: 0.1587077677, other_time: 3.4581909180
epoch time: 11.2151346207s, input_fired_time: 0.2008010894, output_fired_time: 0.0000000000, propagate_forward_time: 10.3850488663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292848587
validation[          , genome  6219] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       904.90491, best error:       839.70715 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 136.5303802490s, input_fired_time: 1.5789341927, output_fired_time: 1.3730651140, propagate_forward_time: 51.3645362854, propagate_backward_time: 78.8091735840, weight_update_time: 0.1569028199, other_time: 3.4046783447
epoch time: 11.1467828751s, input_fired_time: 0.2021942586, output_fired_time: 0.0000000000, propagate_forward_time: 10.3126153946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319732666
validation[          , genome  6219] predictions:    9702/  10000 (97.02%), best:    9756/10000 (97.56%), error:      1010.15375, best error:       839.70715 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 136.4427947998s, input_fired_time: 1.5830209255, output_fired_time: 1.3781375885, propagate_forward_time: 51.3616943359, propagate_backward_time: 78.7143249512, weight_update_time: 0.1583499461, other_time: 3.4056091309
epoch time: 11.1620197296s, input_fired_time: 0.2008903325, output_fired_time: 0.0000000000, propagate_forward_time: 10.3546485901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064805984
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       905.51056, best error:       839.70715 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.1662597656s, input_fired_time: 1.5808355808, output_fired_time: 1.3688718081, propagate_forward_time: 51.0429496765, propagate_backward_time: 78.7468719482, weight_update_time: 0.1584840566, other_time: 3.4267272949
epoch time: 11.1496133804s, input_fired_time: 0.1990027428, output_fired_time: 0.0000000000, propagate_forward_time: 10.3535223007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970888138
validation[          , genome  6219] predictions:    9705/  10000 (97.05%), best:    9756/10000 (97.56%), error:      1017.95331, best error:       839.70715 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 137.2334289551s, input_fired_time: 1.5844318867, output_fired_time: 1.3704230785, propagate_forward_time: 51.5678901672, propagate_backward_time: 79.3042831421, weight_update_time: 0.1590403020, other_time: 3.4064102173
epoch time: 11.2087450027s, input_fired_time: 0.2026545256, output_fired_time: 0.0000000000, propagate_forward_time: 10.3723564148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337337494
validation[          , genome  6219] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       820.46582, best error:       820.46582 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 137.3068084717s, input_fired_time: 1.5859333277, output_fired_time: 1.3732935190, propagate_forward_time: 51.5887222290, propagate_backward_time: 79.2715301514, weight_update_time: 0.1595212072, other_time: 3.4873275757
epoch time: 11.1416168213s, input_fired_time: 0.2019894570, output_fired_time: 0.0000000000, propagate_forward_time: 10.2804384232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591892242
validation[          , genome  6219] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       917.76764, best error:       820.46582 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 136.2357635498s, input_fired_time: 1.5758355856, output_fired_time: 1.3633921146, propagate_forward_time: 51.2601699829, propagate_backward_time: 78.7107696533, weight_update_time: 0.1580329835, other_time: 3.3255996704
epoch time: 11.0438814163s, input_fired_time: 0.1993611306, output_fired_time: 0.0000000000, propagate_forward_time: 10.2471008301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974197388
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       931.94592, best error:       820.46582 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 136.1210784912s, input_fired_time: 1.5830459595, output_fired_time: 1.3607698679, propagate_forward_time: 50.9950828552, propagate_backward_time: 78.7689743042, weight_update_time: 0.1593178809, other_time: 3.4132003784
epoch time: 11.0064115524s, input_fired_time: 0.1989959776, output_fired_time: 0.0000000000, propagate_forward_time: 10.2025804520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048355103
validation[          , genome  6219] predictions:    9650/  10000 (96.50%), best:    9767/10000 (97.67%), error:      1107.76074, best error:       820.46582 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 136.5001831055s, input_fired_time: 1.5910866261, output_fired_time: 1.3714580536, propagate_forward_time: 51.0980453491, propagate_backward_time: 78.8702621460, weight_update_time: 0.1612283587, other_time: 3.5693359375
epoch time: 10.7284984589s, input_fired_time: 0.1973935813, output_fired_time: 0.0000000000, propagate_forward_time: 9.8983697891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327352524
validation[          , genome  6219] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       835.77612, best error:       820.46582 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 136.1690063477s, input_fired_time: 1.5745958090, output_fired_time: 1.3618429899, propagate_forward_time: 50.9264831543, propagate_backward_time: 78.9114685059, weight_update_time: 0.1586059481, other_time: 3.3946075439
epoch time: 11.2861461639s, input_fired_time: 0.2038672417, output_fired_time: 0.0000000000, propagate_forward_time: 10.4470720291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352071762
validation[          , genome  6219] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       944.12927, best error:       820.46582 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 137.4410247803s, input_fired_time: 1.5926624537, output_fired_time: 1.3784641027, propagate_forward_time: 51.6272811890, propagate_backward_time: 79.3533554077, weight_update_time: 0.1603014022, other_time: 3.4892578125
epoch time: 10.9811019897s, input_fired_time: 0.1968265474, output_fired_time: 0.0000000000, propagate_forward_time: 10.2144126892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698623657
validation[          , genome  6219] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1150.80688, best error:       820.46582 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 136.8166809082s, input_fired_time: 1.5822318792, output_fired_time: 1.3739994764, propagate_forward_time: 51.4831809998, propagate_backward_time: 79.0290756226, weight_update_time: 0.1573610753, other_time: 3.3481979370
epoch time: 11.0508069992s, input_fired_time: 0.2002920508, output_fired_time: 0.0000000000, propagate_forward_time: 10.2636165619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868988037
validation[          , genome  6219] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       861.17297, best error:       820.46582 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.5133819580s, input_fired_time: 1.5917350054, output_fired_time: 1.3832806349, propagate_forward_time: 51.7382202148, propagate_backward_time: 79.3586120605, weight_update_time: 0.1587415040, other_time: 3.4415283203
epoch time: 11.2089042664s, input_fired_time: 0.2037872225, output_fired_time: 0.0000000000, propagate_forward_time: 10.3690347672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360826492
validation[          , genome  6219] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       852.47375, best error:       820.46582 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 137.1447143555s, input_fired_time: 1.5908883810, output_fired_time: 1.3757306337, propagate_forward_time: 51.3354682922, propagate_backward_time: 79.3695983887, weight_update_time: 0.1598254442, other_time: 3.4730377197
epoch time: 10.9843254089s, input_fired_time: 0.2021635175, output_fired_time: 0.0000000000, propagate_forward_time: 10.1353054047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468563080
validation[          , genome  6219] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       884.14514, best error:       820.46582 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 136.3545379639s, input_fired_time: 1.5858952999, output_fired_time: 1.3702704906, propagate_forward_time: 51.2157897949, propagate_backward_time: 78.8154602051, weight_update_time: 0.1573546678, other_time: 3.3671264648
epoch time: 10.9871187210s, input_fired_time: 0.1975135803, output_fired_time: 0.0000000000, propagate_forward_time: 10.1921501160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974550247
validation[          , genome  6219] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:       999.19562, best error:       820.46582 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 136.0588684082s, input_fired_time: 1.5887576342, output_fired_time: 1.3689830303, propagate_forward_time: 51.1123962402, propagate_backward_time: 78.5349349976, weight_update_time: 0.1585216075, other_time: 3.4537887573
epoch time: 10.9462785721s, input_fired_time: 0.2004802227, output_fired_time: 0.0000000000, propagate_forward_time: 10.1262226105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195755005
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       970.10553, best error:       820.46582 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 137.2188262939s, input_fired_time: 1.5969741344, output_fired_time: 1.3827066422, propagate_forward_time: 51.5669517517, propagate_backward_time: 79.2213592529, weight_update_time: 0.1591691375, other_time: 3.4508361816
epoch time: 10.9593954086s, input_fired_time: 0.1991275400, output_fired_time: 0.0000000000, propagate_forward_time: 10.1647138596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955543518
validation[          , genome  6219] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       854.05902, best error:       820.46582 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 136.1983337402s, input_fired_time: 1.5843614340, output_fired_time: 1.3697106838, propagate_forward_time: 51.0182151794, propagate_backward_time: 78.8175048828, weight_update_time: 0.1588014513, other_time: 3.4085388184
epoch time: 11.2455329895s, input_fired_time: 0.2052437663, output_fired_time: 0.0000000000, propagate_forward_time: 10.4223175049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6179714203
validation[          , genome  6219] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       956.99707, best error:       820.46582 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 136.7712402344s, input_fired_time: 1.5843969584, output_fired_time: 1.3706889153, propagate_forward_time: 51.1425399780, propagate_backward_time: 79.1981201172, weight_update_time: 0.1591155827, other_time: 3.4755020142
epoch time: 11.2294874191s, input_fired_time: 0.2015851587, output_fired_time: 0.0000000000, propagate_forward_time: 10.4073667526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205358505
validation[          , genome  6219] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       938.17096, best error:       820.46582 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 136.4430999756s, input_fired_time: 1.5857849121, output_fired_time: 1.3702486753, propagate_forward_time: 51.1578712463, propagate_backward_time: 78.9371032715, weight_update_time: 0.1587011069, other_time: 3.3920898438
epoch time: 10.8923482895s, input_fired_time: 0.2024599761, output_fired_time: 0.0000000000, propagate_forward_time: 10.0522966385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375913620
validation[          , genome  6219] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1145.95508, best error:       820.46582 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.7150726318s, input_fired_time: 1.5961818695, output_fired_time: 1.3697961569, propagate_forward_time: 51.1727333069, propagate_backward_time: 79.1031799316, weight_update_time: 0.1593787670, other_time: 3.4731903076
epoch time: 11.4039220810s, input_fired_time: 0.2060990930, output_fired_time: 0.0000000000, propagate_forward_time: 10.5797262192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180963516
validation[          , genome  6219] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       862.78644, best error:       820.46582 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 136.7452697754s, input_fired_time: 1.5973879099, output_fired_time: 1.3715524673, propagate_forward_time: 51.2875709534, propagate_backward_time: 79.0627059937, weight_update_time: 0.1596161425, other_time: 3.4260635376
epoch time: 11.1997518539s, input_fired_time: 0.2018714696, output_fired_time: 0.0000000000, propagate_forward_time: 10.3769493103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209306717
validation[          , genome  6219] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:       915.15955, best error:       820.46582 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 136.5451965332s, input_fired_time: 1.5873847008, output_fired_time: 1.3672561646, propagate_forward_time: 51.2170829773, propagate_backward_time: 78.9598159790, weight_update_time: 0.1584093571, other_time: 3.4136428833
epoch time: 10.9258794785s, input_fired_time: 0.2002340257, output_fired_time: 0.0000000000, propagate_forward_time: 10.1045179367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211271286
validation[          , genome  6219] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       874.74823, best error:       820.46582 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 136.2338867188s, input_fired_time: 1.5954203606, output_fired_time: 1.3663456440, propagate_forward_time: 51.1553497314, propagate_backward_time: 78.6617355347, weight_update_time: 0.1601214409, other_time: 3.4550399780
epoch time: 10.9623355865s, input_fired_time: 0.2021947503, output_fired_time: 0.0000000000, propagate_forward_time: 10.1257410049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343994141
validation[          , genome  6219] predictions:    9723/  10000 (97.23%), best:    9767/10000 (97.67%), error:       957.53961, best error:       820.46582 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 137.7126159668s, input_fired_time: 1.6037164927, output_fired_time: 1.3779910803, propagate_forward_time: 51.6493110657, propagate_backward_time: 79.6231460571, weight_update_time: 0.1606919914, other_time: 3.4584579468
epoch time: 10.9807920456s, input_fired_time: 0.2021049708, output_fired_time: 0.0000000000, propagate_forward_time: 10.1438713074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348161697
validation[          , genome  6219] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:      1018.77399, best error:       820.46582 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 136.3560180664s, input_fired_time: 1.6009334326, output_fired_time: 1.3725667000, propagate_forward_time: 50.9589805603, propagate_backward_time: 78.9186935425, weight_update_time: 0.1601614654, other_time: 3.5048294067
epoch time: 10.8843469620s, input_fired_time: 0.2008683980, output_fired_time: 0.0000000000, propagate_forward_time: 10.0783262253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051521301
validation[          , genome  6219] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       948.22443, best error:       820.46582 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 137.0290832520s, input_fired_time: 1.5950633287, output_fired_time: 1.3721122742, propagate_forward_time: 51.4690971375, propagate_backward_time: 79.1821670532, weight_update_time: 0.1583563089, other_time: 3.4106369019
epoch time: 10.9778175354s, input_fired_time: 0.2018817067, output_fired_time: 0.0000000000, propagate_forward_time: 10.1573295593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186065674
validation[          , genome  6219] predictions:    9755/  10000 (97.55%), best:    9767/10000 (97.67%), error:       862.17035, best error:       820.46582 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 136.5989685059s, input_fired_time: 1.5858596563, output_fired_time: 1.3604632616, propagate_forward_time: 51.2130928040, propagate_backward_time: 79.0262451172, weight_update_time: 0.1586385965, other_time: 3.4133148193
epoch time: 11.1084165573s, input_fired_time: 0.2008752078, output_fired_time: 0.0000000000, propagate_forward_time: 10.3320856094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754556656
validation[          , genome  6219] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1029.58862, best error:       820.46582 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 135.3912811279s, input_fired_time: 1.5830422640, output_fired_time: 1.3608629704, propagate_forward_time: 50.6156806946, propagate_backward_time: 78.4817123413, weight_update_time: 0.1581008434, other_time: 3.3499832153
epoch time: 10.9793787003s, input_fired_time: 0.2018441409, output_fired_time: 0.0000000000, propagate_forward_time: 10.1607255936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168088913
validation[          , genome  6219] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       821.38068, best error:       820.46582 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 136.8069458008s, input_fired_time: 1.5958594084, output_fired_time: 1.3709174395, propagate_forward_time: 51.2643699646, propagate_backward_time: 79.1662902832, weight_update_time: 0.1595240533, other_time: 3.4095153809
epoch time: 11.5121650696s, input_fired_time: 0.2060372084, output_fired_time: 0.0000000000, propagate_forward_time: 10.7023115158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038160324
validation[          , genome  6219] predictions:    9759/  10000 (97.59%), best:    9767/10000 (97.67%), error:       861.35052, best error:       820.46582 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.9359893799s, input_fired_time: 1.5970046520, output_fired_time: 1.3698306084, propagate_forward_time: 51.3244667053, propagate_backward_time: 79.2573928833, weight_update_time: 0.1588043123, other_time: 3.3873062134
epoch time: 10.9493331909s, input_fired_time: 0.2027131021, output_fired_time: 0.0000000000, propagate_forward_time: 10.1116867065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349334717
validation[          , genome  6219] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       871.73700, best error:       820.46582 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.0342407227s, input_fired_time: 1.5966278315, output_fired_time: 1.3730280399, propagate_forward_time: 51.5544548035, propagate_backward_time: 79.1305160522, weight_update_time: 0.1583128422, other_time: 3.3796005249
epoch time: 11.1834478378s, input_fired_time: 0.2057392001, output_fired_time: 0.0000000000, propagate_forward_time: 10.3517904282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259183884
validation[          , genome  6219] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       951.99713, best error:       820.46582 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 135.4960174561s, input_fired_time: 1.5952764750, output_fired_time: 1.3584927320, propagate_forward_time: 50.8753128052, propagate_backward_time: 78.2067413330, weight_update_time: 0.1575069278, other_time: 3.4601974487
epoch time: 11.4710969925s, input_fired_time: 0.2121124417, output_fired_time: 0.0000000000, propagate_forward_time: 10.6103992462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485853195
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       907.89227, best error:       820.46582 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.6401977539s, input_fired_time: 1.6119122505, output_fired_time: 1.3788129091, propagate_forward_time: 51.5747718811, propagate_backward_time: 79.5208282471, weight_update_time: 0.1614209712, other_time: 3.5538787842
epoch time: 11.2754707336s, input_fired_time: 0.2062775940, output_fired_time: 0.0000000000, propagate_forward_time: 10.4507732391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184196472
validation[          , genome  6219] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       968.59961, best error:       820.46582 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 136.2741546631s, input_fired_time: 1.5979210138, output_fired_time: 1.3753964901, propagate_forward_time: 51.0946235657, propagate_backward_time: 78.8030319214, weight_update_time: 0.1592408568, other_time: 3.4031906128
epoch time: 10.9031410217s, input_fired_time: 0.2016022652, output_fired_time: 0.0000000000, propagate_forward_time: 10.0592451096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422939301
validation[          , genome  6219] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       935.00037, best error:       820.46582 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 137.0277709961s, input_fired_time: 1.6088820696, output_fired_time: 1.3762451410, propagate_forward_time: 51.4241790771, propagate_backward_time: 79.1574630737, weight_update_time: 0.1588672400, other_time: 3.4609909058
epoch time: 11.2011203766s, input_fired_time: 0.2051516175, output_fired_time: 0.0000000000, propagate_forward_time: 10.4027061462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932626724
validation[          , genome  6219] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       846.99896, best error:       820.46582 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 135.7854156494s, input_fired_time: 1.6011989117, output_fired_time: 1.3712149858, propagate_forward_time: 51.0306282043, propagate_backward_time: 78.3682174683, weight_update_time: 0.1584693938, other_time: 3.4141616821
epoch time: 11.4031152725s, input_fired_time: 0.2110265195, output_fired_time: 0.0000000000, propagate_forward_time: 10.4942865372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978025436
validation[          , genome  6219] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1059.83728, best error:       820.46582 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.9369049072s, input_fired_time: 1.6121366024, output_fired_time: 1.3705114126, propagate_forward_time: 51.2410964966, propagate_backward_time: 79.1887893677, weight_update_time: 0.1611839980, other_time: 3.5243682861
epoch time: 10.9154415131s, input_fired_time: 0.2027579397, output_fired_time: 0.0000000000, propagate_forward_time: 10.1168985367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957851410
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       899.54089, best error:       820.46582 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 136.3009948730s, input_fired_time: 1.6125557423, output_fired_time: 1.3735406399, propagate_forward_time: 51.1382675171, propagate_backward_time: 78.6574935913, weight_update_time: 0.1606116146, other_time: 3.5191497803
epoch time: 11.2711467743s, input_fired_time: 0.2102555782, output_fired_time: 0.0000000000, propagate_forward_time: 10.4516172409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092739105
validation[          , genome  6219] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1038.46960, best error:       820.46582 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 136.1263122559s, input_fired_time: 1.6029738188, output_fired_time: 1.3721857071, propagate_forward_time: 50.9750709534, propagate_backward_time: 78.6600341797, weight_update_time: 0.1592850834, other_time: 3.5160522461
epoch time: 10.6450843811s, input_fired_time: 0.1997722536, output_fired_time: 0.0000000000, propagate_forward_time: 9.8343753815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109371185
validation[          , genome  6219] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       940.89246, best error:       820.46582 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 136.0097198486s, input_fired_time: 1.6052795649, output_fired_time: 1.3686367273, propagate_forward_time: 50.8417549133, propagate_backward_time: 78.6819763184, weight_update_time: 0.1602550894, other_time: 3.5120697021
epoch time: 11.0929965973s, input_fired_time: 0.2051945180, output_fired_time: 0.0000000000, propagate_forward_time: 10.2683105469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194915771
validation[          , genome  6219] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       932.84344, best error:       820.46582 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 137.3463287354s, input_fired_time: 1.6130685806, output_fired_time: 1.3690789938, propagate_forward_time: 51.5128936768, propagate_backward_time: 79.3475570679, weight_update_time: 0.1606704593, other_time: 3.5037307739
epoch time: 11.4220466614s, input_fired_time: 0.2116442621, output_fired_time: 0.0000000000, propagate_forward_time: 10.5775222778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328802109
validation[          , genome  6219] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:      1030.94702, best error:       820.46582 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 135.8510742188s, input_fired_time: 1.6035842896, output_fired_time: 1.3634365797, propagate_forward_time: 50.8608474731, propagate_backward_time: 78.5479812622, weight_update_time: 0.1587716788, other_time: 3.4752349854
epoch time: 10.8293561935s, input_fired_time: 0.2019177526, output_fired_time: 0.0000000000, propagate_forward_time: 10.0237092972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6037292480
validation[          , genome  6219] predictions:    9705/  10000 (97.05%), best:    9767/10000 (97.67%), error:       972.65643, best error:       820.46582 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 136.6253662109s, input_fired_time: 1.6053580046, output_fired_time: 1.3690909147, propagate_forward_time: 51.1755065918, propagate_backward_time: 79.0484848022, weight_update_time: 0.1596932560, other_time: 3.4269180298
epoch time: 10.9739532471s, input_fired_time: 0.2046240717, output_fired_time: 0.0000000000, propagate_forward_time: 10.1579675674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113615036
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       939.80371, best error:       820.46582 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 137.3278503418s, input_fired_time: 1.6098860502, output_fired_time: 1.3748996258, propagate_forward_time: 51.5505752563, propagate_backward_time: 79.3312683105, weight_update_time: 0.1598322392, other_time: 3.4612350464
epoch time: 11.3107261658s, input_fired_time: 0.2095948756, output_fired_time: 0.0000000000, propagate_forward_time: 10.4834003448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177310944
validation[          , genome  6219] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       842.44928, best error:       820.46582 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 135.9331817627s, input_fired_time: 1.6046905518, output_fired_time: 1.3684040308, propagate_forward_time: 50.8759346008, propagate_backward_time: 78.6775970459, weight_update_time: 0.1588077843, other_time: 3.4065551758
epoch time: 11.4914398193s, input_fired_time: 0.2081295699, output_fired_time: 0.0000000000, propagate_forward_time: 10.6680335999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152763367
validation[          , genome  6219] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1030.92676, best error:       820.46582 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 136.7442016602s, input_fired_time: 1.6128128767, output_fired_time: 1.3719184399, propagate_forward_time: 51.4873657227, propagate_backward_time: 78.7971115112, weight_update_time: 0.1594168395, other_time: 3.4749984741
epoch time: 10.7820854187s, input_fired_time: 0.1997702420, output_fired_time: 0.0000000000, propagate_forward_time: 9.9705839157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6117315292
validation[          , genome  6219] predictions:    9686/  10000 (96.86%), best:    9767/10000 (97.67%), error:      1028.77295, best error:       820.46582 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 137.7144165039s, input_fired_time: 1.6323812008, output_fired_time: 1.3755785227, propagate_forward_time: 51.6539039612, propagate_backward_time: 79.4824523926, weight_update_time: 0.1607338041, other_time: 3.5700988770
epoch time: 11.0872888565s, input_fired_time: 0.2066872269, output_fired_time: 0.0000000000, propagate_forward_time: 10.2655401230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6150617599
validation[          , genome  6219] predictions:    9660/  10000 (96.60%), best:    9767/10000 (97.67%), error:      1155.89966, best error:       820.46582 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 136.3502502441s, input_fired_time: 1.6120488644, output_fired_time: 1.3782964945, propagate_forward_time: 51.0856781006, propagate_backward_time: 78.8579330444, weight_update_time: 0.1588876694, other_time: 3.4162979126
epoch time: 11.2740259171s, input_fired_time: 0.2059411108, output_fired_time: 0.0000000000, propagate_forward_time: 10.4620189667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060657501
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       932.15881, best error:       820.46582 on epoch:    56, 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: 55.6240348816s, input_fired_time: 1.0093683004, output_fired_time: 0.0000000000, propagate_forward_time: 51.3608551025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2538108826
best training[          , genome  6219] predictions:   49434/  50000 (98.87%), best:    9767/10000 (97.67%), error:      2009.76477, best error:       820.46582 on epoch:    56, 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: 10.9472026825s, input_fired_time: 0.1994050890, output_fired_time: 0.0000000000, propagate_forward_time: 10.1209783554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268196106
   testing[          , genome  6219] predictions:    9763/  10000 (97.63%), best:    9767/10000 (97.67%), error:       771.10773, best error:       820.46582 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:33:00 (4004): called boinc_finish(0)

</stderr_txt>
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