Nameexact_genome_1512568488_45_7140_1
Workunit2606907
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:06:50 UTC
Report deadline19 Dec 2017, 15:42:28 UTC
Received8 Dec 2017, 15:37:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID35485
Run time5 hours 48 min 13 sec
CPU time5 hours 8 min 43 sec
Validate stateValid
Credit2,912.44
Device peak FLOPS2.96 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size125.99 MB
Peak swap size2,502.45 MB
Peak disk usage1.54 MB

Stderr output

<core_client_version>7.8.4</core_client_version>
<![CDATA[
<stderr_txt>
e: 27.7852935791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6849460602
validation[          , genome  7140] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       755.48511, best error:       755.48511 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 323.7962036133s, input_fired_time: 4.1904592514, output_fired_time: 5.5678701401, propagate_forward_time: 133.1728210449, propagate_backward_time: 174.2086486816, weight_update_time: 0.2181612253, other_time: 6.6564025879
epoch time: 29.7527351379s, input_fired_time: 0.2105243802, output_fired_time: 0.0000000000, propagate_forward_time: 27.8496818542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6925296783
validation[          , genome  7140] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       799.57648, best error:       755.48511 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 304.2406311035s, input_fired_time: 2.2090055943, output_fired_time: 2.5551364422, propagate_forward_time: 116.0381317139, propagate_backward_time: 173.7855682373, weight_update_time: 0.2180779874, other_time: 9.6527709961
epoch time: 25.6509704590s, input_fired_time: 0.2119401395, output_fired_time: 0.0000000000, propagate_forward_time: 23.7601451874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6788845062
validation[          , genome  7140] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       823.30029, best error:       755.48511 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 296.7345581055s, input_fired_time: 5.1938061714, output_fired_time: 2.5660820007, propagate_forward_time: 119.3126678467, propagate_backward_time: 165.0255432129, weight_update_time: 0.2199500203, other_time: 4.6364593506
epoch time: 25.7178840637s, input_fired_time: 0.2130918503, output_fired_time: 0.0000000000, propagate_forward_time: 24.8251972198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795940399
validation[          , genome  7140] predictions:    9716/  10000 (97.16%), best:    9776/10000 (97.76%), error:       941.77222, best error:       755.48511 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 297.3456726074s, input_fired_time: 2.1817448139, output_fired_time: 2.5510799885, propagate_forward_time: 122.8913803101, propagate_backward_time: 163.0872802734, weight_update_time: 0.2208265215, other_time: 6.6341857910
epoch time: 29.7109432220s, input_fired_time: 1.2156065702, output_fired_time: 0.0000000000, propagate_forward_time: 27.8184642792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768722534
validation[          , genome  7140] predictions:    9755/  10000 (97.55%), best:    9776/10000 (97.76%), error:       816.39270, best error:       755.48511 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 322.6948852539s, input_fired_time: 2.2075853348, output_fired_time: 3.5531852245, propagate_forward_time: 135.2511901855, propagate_backward_time: 177.0220642090, weight_update_time: 0.2181766480, other_time: 4.6608581543
epoch time: 26.6615428925s, input_fired_time: 0.2120344192, output_fired_time: 0.0000000000, propagate_forward_time: 25.7716293335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778793335
validation[          , genome  7140] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       735.61914, best error:       735.61914 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 317.7097778320s, input_fired_time: 7.2053055763, output_fired_time: 1.5533311367, propagate_forward_time: 121.1607818604, propagate_backward_time: 180.1375427246, weight_update_time: 0.2178536803, other_time: 7.6528167725
epoch time: 24.7480335236s, input_fired_time: 0.2121145725, output_fired_time: 0.0000000000, propagate_forward_time: 22.8474273682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6884918213
validation[          , genome  7140] predictions:    9757/  10000 (97.57%), best:    9771/10000 (97.71%), error:       825.25238, best error:       735.61914 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 290.2872009277s, input_fired_time: 3.2181634903, output_fired_time: 1.5432931185, propagate_forward_time: 111.9985504150, propagate_backward_time: 166.8875885010, weight_update_time: 0.2197590321, other_time: 6.6395874023
epoch time: 25.6885948181s, input_fired_time: 0.2133908719, output_fired_time: 0.0000000000, propagate_forward_time: 24.7987194061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764850616
validation[          , genome  7140] predictions:    9704/  10000 (97.04%), best:    9771/10000 (97.71%), error:       958.61237, best error:       735.61914 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 314.6871643066s, input_fired_time: 3.2137384415, output_fired_time: 2.5544114113, propagate_forward_time: 127.1501007080, propagate_backward_time: 174.0672912598, weight_update_time: 1.2261356115, other_time: 7.7016143799
epoch time: 26.7872428894s, input_fired_time: 0.2104484886, output_fired_time: 0.0000000000, propagate_forward_time: 25.9002418518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765518188
validation[          , genome  7140] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       796.88379, best error:       735.61914 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 303.4320373535s, input_fired_time: 5.2079215050, output_fired_time: 2.5600249767, propagate_forward_time: 120.2170410156, propagate_backward_time: 171.7916564941, weight_update_time: 0.2187050581, other_time: 3.6553955078
epoch time: 26.6886367798s, input_fired_time: 0.2126014084, output_fired_time: 0.0000000000, propagate_forward_time: 25.7964153290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796207428
validation[          , genome  7140] predictions:    9681/  10000 (96.81%), best:    9771/10000 (97.71%), error:       988.70160, best error:       735.61914 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 317.5785217285s, input_fired_time: 5.2318620682, output_fired_time: 1.5501153469, propagate_forward_time: 124.2709884644, propagate_backward_time: 180.8768310547, weight_update_time: 0.2180081010, other_time: 5.6487121582
epoch time: 34.8285751343s, input_fired_time: 2.2222363949, output_fired_time: 0.0000000000, propagate_forward_time: 31.9100112915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963272095
validation[          , genome  7140] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       726.79456, best error:       726.79456 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 300.3832092285s, input_fired_time: 5.2142457962, output_fired_time: 1.5371000767, propagate_forward_time: 123.1270065308, propagate_backward_time: 162.8389129639, weight_update_time: 1.2262997627, other_time: 7.6659393311
epoch time: 26.6722488403s, input_fired_time: 0.2131704241, output_fired_time: 0.0000000000, propagate_forward_time: 25.7813816071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6776962280
validation[          , genome  7140] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       836.17731, best error:       726.79456 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 310.7845458984s, input_fired_time: 2.1991915703, output_fired_time: 3.5600564480, propagate_forward_time: 115.1979522705, propagate_backward_time: 181.1669158936, weight_update_time: 0.2178950757, other_time: 8.6604309082
epoch time: 28.8370647430s, input_fired_time: 1.2176063061, output_fired_time: 0.0000000000, propagate_forward_time: 26.9405174255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789417267
validation[          , genome  7140] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       814.44159, best error:       726.79456 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 307.9458312988s, input_fired_time: 2.1950986385, output_fired_time: 5.5723252296, propagate_forward_time: 121.1791534424, propagate_backward_time: 175.3688812256, weight_update_time: 0.2173724324, other_time: 3.6303710938
epoch time: 24.7051696777s, input_fired_time: 0.2119981349, output_fired_time: 0.0000000000, propagate_forward_time: 23.8170490265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761226654
validation[          , genome  7140] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       706.28302, best error:       706.28302 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 295.0221557617s, input_fired_time: 4.2021164894, output_fired_time: 5.5556821823, propagate_forward_time: 122.3126144409, propagate_backward_time: 159.3184204102, weight_update_time: 0.2195466012, other_time: 3.6333007812
epoch time: 25.7981147766s, input_fired_time: 0.2126013339, output_fired_time: 0.0000000000, propagate_forward_time: 24.9038486481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6816654205
validation[          , genome  7140] predictions:    9746/  10000 (97.46%), best:    9782/10000 (97.82%), error:       790.29211, best error:       706.28302 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 315.1320800781s, input_fired_time: 3.2020306587, output_fired_time: 2.5645179749, propagate_forward_time: 127.3915405273, propagate_backward_time: 176.3306427002, weight_update_time: 0.2268901765, other_time: 5.6433563232
epoch time: 24.7607879639s, input_fired_time: 0.2133831978, output_fired_time: 0.0000000000, propagate_forward_time: 23.8595333099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6878719330
validation[          , genome  7140] predictions:    9778/  10000 (97.78%), best:    9782/10000 (97.82%), error:       733.01300, best error:       706.28302 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 317.4137573242s, input_fired_time: 3.1976282597, output_fired_time: 3.6063966751, propagate_forward_time: 119.4736251831, propagate_backward_time: 181.4801788330, weight_update_time: 0.2184063494, other_time: 9.6559295654
epoch time: 26.7572498322s, input_fired_time: 0.2170444131, output_fired_time: 0.0000000000, propagate_forward_time: 24.8575992584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6826057434
validation[          , genome  7140] predictions:    9795/  10000 (97.95%), best:    9782/10000 (97.82%), error:       712.54456, best error:       706.28302 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 342.0123291016s, input_fired_time: 5.2565255165, output_fired_time: 3.5718183517, propagate_forward_time: 130.3364868164, propagate_backward_time: 193.1550750732, weight_update_time: 0.2198788822, other_time: 9.6924285889
epoch time: 27.6983814240s, input_fired_time: 1.2189013958, output_fired_time: 0.0000000000, propagate_forward_time: 25.8025951385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768856049
validation[          , genome  7140] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       654.10498, best error:       654.10498 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 325.8903198242s, input_fired_time: 3.2129538059, output_fired_time: 1.5432617664, propagate_forward_time: 131.2319488525, propagate_backward_time: 184.2793579102, weight_update_time: 0.2174246758, other_time: 5.6227874756
epoch time: 29.7953586578s, input_fired_time: 0.2112930715, output_fired_time: 0.0000000000, propagate_forward_time: 27.8733501434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7107162476
validation[          , genome  7140] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       665.38953, best error:       654.10498 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 307.6879272461s, input_fired_time: 5.2156515121, output_fired_time: 2.5658993721, propagate_forward_time: 119.1429977417, propagate_backward_time: 175.1267547607, weight_update_time: 0.2177925706, other_time: 5.6366424561
epoch time: 24.7971324921s, input_fired_time: 0.2147803158, output_fired_time: 0.0000000000, propagate_forward_time: 23.8927879333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895637512
validation[          , genome  7140] predictions:    9789/  10000 (97.89%), best:    9807/10000 (98.07%), error:       723.11884, best error:       654.10498 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 301.5751342773s, input_fired_time: 4.2027740479, output_fired_time: 2.5651447773, propagate_forward_time: 137.1537933350, propagate_backward_time: 153.0266571045, weight_update_time: 0.2194509506, other_time: 4.6267700195
epoch time: 28.8533039093s, input_fired_time: 0.2132247835, output_fired_time: 0.0000000000, propagate_forward_time: 26.9512939453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6887855530
validation[          , genome  7140] predictions:    9772/  10000 (97.72%), best:    9807/10000 (98.07%), error:       733.19293, best error:       654.10498 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 287.7424621582s, input_fired_time: 3.2272763252, output_fired_time: 2.5572919846, propagate_forward_time: 107.2082748413, propagate_backward_time: 171.1127929688, weight_update_time: 0.2179292589, other_time: 3.6368408203
epoch time: 23.7153244019s, input_fired_time: 0.2128004134, output_fired_time: 0.0000000000, propagate_forward_time: 22.8198051453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827182770
validation[          , genome  7140] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       767.93927, best error:       654.10498 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 307.8389282227s, input_fired_time: 6.2125573158, output_fired_time: 1.5441308022, propagate_forward_time: 121.3549270630, propagate_backward_time: 175.0386199951, weight_update_time: 0.2286245227, other_time: 3.6887054443
epoch time: 25.7420578003s, input_fired_time: 0.2161407024, output_fired_time: 0.0000000000, propagate_forward_time: 24.8420829773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838340759
validation[          , genome  7140] predictions:    9779/  10000 (97.79%), best:    9807/10000 (98.07%), error:       712.17047, best error:       654.10498 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 329.3620605469s, input_fired_time: 4.2235870361, output_fired_time: 3.5722846985, propagate_forward_time: 136.4731445312, propagate_backward_time: 179.4322204590, weight_update_time: 0.2230599374, other_time: 5.6608276367
epoch time: 24.8352394104s, input_fired_time: 0.2131691873, output_fired_time: 0.0000000000, propagate_forward_time: 22.9272899628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6947803497
validation[          , genome  7140] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       753.44440, best error:       654.10498 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 308.5037841797s, input_fired_time: 4.2175774574, output_fired_time: 3.5430955887, propagate_forward_time: 134.1154632568, propagate_backward_time: 159.9876098633, weight_update_time: 0.2173620313, other_time: 6.6400299072
epoch time: 28.7005882263s, input_fired_time: 0.2146670967, output_fired_time: 0.0000000000, propagate_forward_time: 27.8007488251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851730347
validation[          , genome  7140] predictions:    9727/  10000 (97.27%), best:    9807/10000 (98.07%), error:       882.61383, best error:       654.10498 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 312.8504638672s, input_fired_time: 2.2607283592, output_fired_time: 3.5785689354, propagate_forward_time: 111.2875366211, propagate_backward_time: 189.0674743652, weight_update_time: 1.2232152224, other_time: 6.6561279297
epoch time: 24.7725105286s, input_fired_time: 0.2170274705, output_fired_time: 0.0000000000, propagate_forward_time: 23.8716125488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838703156
validation[          , genome  7140] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       571.29913, best error:       571.29913 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 290.4671325684s, input_fired_time: 3.2221560478, output_fired_time: 2.5538797379, propagate_forward_time: 115.0375747681, propagate_backward_time: 165.0187835693, weight_update_time: 0.2187960893, other_time: 4.6347198486
epoch time: 32.7003059387s, input_fired_time: 2.2232410908, output_fired_time: 0.0000000000, propagate_forward_time: 28.7923145294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6847496033
validation[          , genome  7140] predictions:    9784/  10000 (97.84%), best:    9836/10000 (98.36%), error:       673.87439, best error:       571.29913 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 344.8175659180s, input_fired_time: 5.2222785950, output_fired_time: 4.5642738342, propagate_forward_time: 144.3318786621, propagate_backward_time: 182.0338745117, weight_update_time: 2.2188441753, other_time: 8.6652526855
epoch time: 25.1555881500s, input_fired_time: 0.2233453840, output_fired_time: 0.0000000000, propagate_forward_time: 24.2326850891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995582581
validation[          , genome  7140] predictions:    9748/  10000 (97.48%), best:    9836/10000 (98.36%), error:       858.33813, best error:       571.29913 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 321.9885559082s, input_fired_time: 2.2268326283, output_fired_time: 4.5674362183, propagate_forward_time: 130.3698272705, propagate_backward_time: 180.1657257080, weight_update_time: 1.2231532335, other_time: 4.6587219238
epoch time: 32.6716880798s, input_fired_time: 1.2149857283, output_fired_time: 0.0000000000, propagate_forward_time: 29.7620849609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6946182251
validation[          , genome  7140] predictions:    9802/  10000 (98.02%), best:    9836/10000 (98.36%), error:       628.64368, best error:       571.29913 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 323.8911743164s, input_fired_time: 3.2113554478, output_fired_time: 3.5711562634, propagate_forward_time: 126.2015838623, propagate_backward_time: 182.2356109619, weight_update_time: 0.2187107801, other_time: 8.6714477539
epoch time: 23.7238597870s, input_fired_time: 0.2148343325, output_fired_time: 0.0000000000, propagate_forward_time: 22.8344097137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746158600
validation[          , genome  7140] predictions:    9783/  10000 (97.83%), best:    9836/10000 (98.36%), error:       681.97583, best error:       571.29913 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 314.8930358887s, input_fired_time: 3.2089695930, output_fired_time: 2.5573348999, propagate_forward_time: 123.4172821045, propagate_backward_time: 179.0779724121, weight_update_time: 0.2175097317, other_time: 6.6314544678
epoch time: 36.7360038757s, input_fired_time: 0.2129801959, output_fired_time: 0.0000000000, propagate_forward_time: 35.8461112976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769142151
validation[          , genome  7140] predictions:    9822/  10000 (98.22%), best:    9836/10000 (98.36%), error:       620.39795, best error:       571.29913 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 324.7138061523s, input_fired_time: 4.2326068878, output_fired_time: 1.5520431995, propagate_forward_time: 144.2551727295, propagate_backward_time: 167.0171661377, weight_update_time: 0.2187560350, other_time: 7.6568298340
epoch time: 32.7137451172s, input_fired_time: 0.2163956314, output_fired_time: 0.0000000000, propagate_forward_time: 31.7867660522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7105827332
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       641.06873, best error:       571.29913 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 309.7421569824s, input_fired_time: 6.2219400406, output_fired_time: 2.5569257736, propagate_forward_time: 121.2188796997, propagate_backward_time: 175.0859985352, weight_update_time: 0.2177533060, other_time: 4.6584167480
epoch time: 25.7488670349s, input_fired_time: 1.2229679823, output_fired_time: 0.0000000000, propagate_forward_time: 23.8324508667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934490204
validation[          , genome  7140] predictions:    9813/  10000 (98.13%), best:    9836/10000 (98.36%), error:       647.58398, best error:       571.29913 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 344.5059814453s, input_fired_time: 4.2197113037, output_fired_time: 1.5535753965, propagate_forward_time: 141.5890960693, propagate_backward_time: 186.4866485596, weight_update_time: 0.2179627120, other_time: 10.6569213867
epoch time: 25.7271327972s, input_fired_time: 0.2220589072, output_fired_time: 0.0000000000, propagate_forward_time: 24.8295612335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755123138
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       643.08972, best error:       571.29913 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 308.8256835938s, input_fired_time: 6.2389707565, output_fired_time: 4.5778136253, propagate_forward_time: 124.2203292847, propagate_backward_time: 166.0877380371, weight_update_time: 0.2185754478, other_time: 7.7008056641
epoch time: 24.7127170563s, input_fired_time: 0.2126755267, output_fired_time: 0.0000000000, propagate_forward_time: 23.8243007660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757411957
validation[          , genome  7140] predictions:    9777/  10000 (97.77%), best:    9836/10000 (98.36%), error:       758.79150, best error:       571.29913 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 304.6904907227s, input_fired_time: 6.2146883011, output_fired_time: 2.5553615093, propagate_forward_time: 117.2240371704, propagate_backward_time: 173.0223693848, weight_update_time: 0.2294315398, other_time: 5.6740417480
epoch time: 29.7718219757s, input_fired_time: 0.2165544182, output_fired_time: 0.0000000000, propagate_forward_time: 28.8780937195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771736145
validation[          , genome  7140] predictions:    9789/  10000 (97.89%), best:    9836/10000 (98.36%), error:       713.25787, best error:       571.29913 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 322.0424804688s, input_fired_time: 6.2265200615, output_fired_time: 3.5643348694, propagate_forward_time: 138.2997131348, propagate_backward_time: 169.2866210938, weight_update_time: 0.2177811563, other_time: 4.6652832031
epoch time: 28.7220096588s, input_fired_time: 0.2142919302, output_fired_time: 0.0000000000, propagate_forward_time: 26.8251304626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6825866699
validation[          , genome  7140] predictions:    9795/  10000 (97.95%), best:    9836/10000 (98.36%), error:       657.41956, best error:       571.29913 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 321.4131164551s, input_fired_time: 3.2391912937, output_fired_time: 5.5743994713, propagate_forward_time: 135.3289642334, propagate_backward_time: 173.6135864258, weight_update_time: 0.2202911973, other_time: 3.6569671631
epoch time: 24.8056812286s, input_fired_time: 0.2139671594, output_fired_time: 0.0000000000, propagate_forward_time: 23.9069919586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847229004
validation[          , genome  7140] predictions:    9780/  10000 (97.80%), best:    9836/10000 (98.36%), error:       709.74457, best error:       571.29913 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 323.7486877441s, input_fired_time: 6.2177367210, output_fired_time: 4.5560808182, propagate_forward_time: 143.2951354980, propagate_backward_time: 163.0413360596, weight_update_time: 0.2184618413, other_time: 6.6383819580
epoch time: 23.6947708130s, input_fired_time: 0.2137119472, output_fired_time: 0.0000000000, propagate_forward_time: 20.7932415009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6878166199
validation[          , genome  7140] predictions:    9806/  10000 (98.06%), best:    9836/10000 (98.36%), error:       662.80713, best error:       571.29913 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 309.9490661621s, input_fired_time: 4.2114138603, output_fired_time: 4.6003098488, propagate_forward_time: 125.2210540771, propagate_backward_time: 171.2663726807, weight_update_time: 0.2182963938, other_time: 4.6499023438
epoch time: 26.7569217682s, input_fired_time: 0.2147303671, output_fired_time: 0.0000000000, propagate_forward_time: 25.8607044220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814861298
validation[          , genome  7140] predictions:    9802/  10000 (98.02%), best:    9836/10000 (98.36%), error:       637.93732, best error:       571.29913 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 307.1254272461s, input_fired_time: 2.2050173283, output_fired_time: 5.5787491798, propagate_forward_time: 118.4655380249, propagate_backward_time: 174.1998291016, weight_update_time: 0.2183745354, other_time: 6.6763000488
epoch time: 39.7187271118s, input_fired_time: 0.2156812400, output_fired_time: 0.0000000000, propagate_forward_time: 34.8186187744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6844253540
validation[          , genome  7140] predictions:    9818/  10000 (98.18%), best:    9836/10000 (98.36%), error:       596.65857, best error:       571.29913 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 297.6989440918s, input_fired_time: 3.2202832699, output_fired_time: 1.5450479984, propagate_forward_time: 113.2302246094, propagate_backward_time: 175.0684814453, weight_update_time: 0.2178512216, other_time: 4.6349182129
epoch time: 24.7748661041s, input_fired_time: 0.2160545588, output_fired_time: 0.0000000000, propagate_forward_time: 22.8697433472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6890678406
validation[          , genome  7140] predictions:    9799/  10000 (97.99%), best:    9836/10000 (98.36%), error:       658.18127, best error:       571.29913 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 312.6729736328s, input_fired_time: 2.2172837257, output_fired_time: 4.5815424919, propagate_forward_time: 115.0422592163, propagate_backward_time: 186.1786041260, weight_update_time: 0.2184874862, other_time: 4.6532745361
epoch time: 24.7362079620s, input_fired_time: 0.2144974619, output_fired_time: 0.0000000000, propagate_forward_time: 22.8293552399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6923561096
validation[          , genome  7140] predictions:    9756/  10000 (97.56%), best:    9836/10000 (98.36%), error:       778.82477, best error:       571.29913 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 305.6608276367s, input_fired_time: 4.2210793495, output_fired_time: 6.5720095634, propagate_forward_time: 119.1922378540, propagate_backward_time: 168.0335693359, weight_update_time: 0.2173177004, other_time: 7.6419372559
epoch time: 24.8040275574s, input_fired_time: 0.2159116864, output_fired_time: 0.0000000000, propagate_forward_time: 23.8871765137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009391785
validation[          , genome  7140] predictions:    9803/  10000 (98.03%), best:    9836/10000 (98.36%), error:       642.45953, best error:       571.29913 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 312.9302062988s, input_fired_time: 3.2040233612, output_fired_time: 2.5673899651, propagate_forward_time: 136.1769104004, propagate_backward_time: 165.3433380127, weight_update_time: 2.2253384590, other_time: 5.6385650635
epoch time: 24.7347316742s, input_fired_time: 0.2165574133, output_fired_time: 0.0000000000, propagate_forward_time: 22.8417434692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6764316559
validation[          , genome  7140] predictions:    9767/  10000 (97.67%), best:    9836/10000 (98.36%), error:       790.45941, best error:       571.29913 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 310.2179260254s, input_fired_time: 2.2111353874, output_fired_time: 2.5463950634, propagate_forward_time: 110.2902832031, propagate_backward_time: 186.4925842285, weight_update_time: 1.2284747362, other_time: 8.6775512695
epoch time: 24.7463150024s, input_fired_time: 0.2233471125, output_fired_time: 0.0000000000, propagate_forward_time: 22.8379783630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6849899292
validation[          , genome  7140] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       652.80109, best error:       571.29913 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 309.7182006836s, input_fired_time: 4.2347321510, output_fired_time: 2.5654375553, propagate_forward_time: 122.1997299194, propagate_backward_time: 175.0708007812, weight_update_time: 1.2219448090, other_time: 5.6474914551
epoch time: 24.7108726501s, input_fired_time: 0.2156714052, output_fired_time: 0.0000000000, propagate_forward_time: 22.8159446716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6792564392
validation[          , genome  7140] predictions:    9800/  10000 (98.00%), best:    9836/10000 (98.36%), error:       702.45013, best error:       571.29913 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 325.8456115723s, input_fired_time: 2.2212848663, output_fired_time: 3.5573117733, propagate_forward_time: 129.2617187500, propagate_backward_time: 179.1195220947, weight_update_time: 1.2289422750, other_time: 11.6857757568
epoch time: 31.7136898041s, input_fired_time: 0.2157727778, output_fired_time: 0.0000000000, propagate_forward_time: 28.8196334839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6782836914
validation[          , genome  7140] predictions:    9769/  10000 (97.69%), best:    9836/10000 (98.36%), error:       754.45447, best error:       571.29913 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 322.7566833496s, input_fired_time: 3.2088916302, output_fired_time: 1.5630428791, propagate_forward_time: 128.3007354736, propagate_backward_time: 185.0429382324, weight_update_time: 0.2198305428, other_time: 4.6410675049
epoch time: 26.7438945770s, input_fired_time: 1.2165714502, output_fired_time: 0.0000000000, propagate_forward_time: 24.8423385620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849842072
validation[          , genome  7140] predictions:    9790/  10000 (97.90%), best:    9836/10000 (98.36%), error:       706.27747, best error:       571.29913 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 328.8250732422s, input_fired_time: 4.2133703232, output_fired_time: 4.5709042549, propagate_forward_time: 127.2654953003, propagate_backward_time: 185.0827636719, weight_update_time: 1.2313838005, other_time: 7.6925354004
epoch time: 26.9719276428s, input_fired_time: 0.2187136114, output_fired_time: 0.0000000000, propagate_forward_time: 26.0469970703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062168121
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       627.00983, best error:       571.29913 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 305.5230102539s, input_fired_time: 6.2303395271, output_fired_time: 1.5462779999, propagate_forward_time: 122.1801147461, propagate_backward_time: 170.9022064209, weight_update_time: 0.2191878706, other_time: 4.6640777588
epoch time: 31.8604831696s, input_fired_time: 0.2151376009, output_fired_time: 0.0000000000, propagate_forward_time: 30.9593963623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859493256
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       610.52142, best error:       571.29913 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 314.9283142090s, input_fired_time: 3.2612228394, output_fired_time: 4.5712146759, propagate_forward_time: 132.2180023193, propagate_backward_time: 169.2390747070, weight_update_time: 0.2186155468, other_time: 5.6387786865
epoch time: 26.7215080261s, input_fired_time: 0.2144183517, output_fired_time: 0.0000000000, propagate_forward_time: 25.8249225616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821670532
validation[          , genome  7140] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       655.50677, best error:       571.29913 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 330.8430175781s, input_fired_time: 4.2112536430, output_fired_time: 1.5636001825, propagate_forward_time: 124.2120437622, propagate_backward_time: 195.2163696289, weight_update_time: 0.2182916850, other_time: 5.6397705078
epoch time: 27.7777767181s, input_fired_time: 0.2156487256, output_fired_time: 0.0000000000, propagate_forward_time: 26.8781299591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839981079
validation[          , genome  7140] predictions:    9798/  10000 (97.98%), best:    9836/10000 (98.36%), error:       697.26990, best error:       571.29913 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 324.3199157715s, input_fired_time: 5.2326731682, output_fired_time: 2.5643692017, propagate_forward_time: 131.5108184814, propagate_backward_time: 178.3030090332, weight_update_time: 0.2179337889, other_time: 6.7090606689
epoch time: 31.8459091187s, input_fired_time: 0.2148433328, output_fired_time: 0.0000000000, propagate_forward_time: 29.9379367828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6931285858
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       636.22327, best error:       571.29913 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 302.8269042969s, input_fired_time: 7.2400517464, output_fired_time: 2.5540926456, propagate_forward_time: 124.4385910034, propagate_backward_time: 163.9661102295, weight_update_time: 0.2279573530, other_time: 4.6280364990
epoch time: 24.7737293243s, input_fired_time: 0.2151172459, output_fired_time: 0.0000000000, propagate_forward_time: 23.8706760406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6879367828
validation[          , genome  7140] predictions:    9814/  10000 (98.14%), best:    9836/10000 (98.36%), error:       612.64160, best error:       571.29913 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 317.8850402832s, input_fired_time: 2.2186253071, output_fired_time: 1.5692861080, propagate_forward_time: 124.2039642334, propagate_backward_time: 185.2326812744, weight_update_time: 0.2187540680, other_time: 4.6604919434
epoch time: 30.6589374542s, input_fired_time: 0.2177753299, output_fired_time: 0.0000000000, propagate_forward_time: 29.7650604248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6761016846
validation[          , genome  7140] predictions:    9784/  10000 (97.84%), best:    9836/10000 (98.36%), error:       692.73431, best error:       571.29913 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 341.0151367188s, input_fired_time: 2.1998519897, output_fired_time: 2.5497422218, propagate_forward_time: 135.3356170654, propagate_backward_time: 195.2785339355, weight_update_time: 0.2173382044, other_time: 5.6513824463
epoch time: 26.7591094971s, input_fired_time: 2.2329735756, output_fired_time: 0.0000000000, propagate_forward_time: 23.8406639099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6854724884
validation[          , genome  7140] predictions:    9782/  10000 (97.82%), best:    9836/10000 (98.36%), error:       705.98242, best error:       571.29913 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 359.8099670410s, input_fired_time: 7.2303552628, output_fired_time: 4.5628976822, propagate_forward_time: 158.2682647705, propagate_backward_time: 182.0992279053, weight_update_time: 1.2303344011, other_time: 7.6492309570
epoch time: 23.7006340027s, input_fired_time: 0.2166781425, output_fired_time: 0.0000000000, propagate_forward_time: 22.8002738953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836814880
validation[          , genome  7140] predictions:    9793/  10000 (97.93%), best:    9836/10000 (98.36%), error:       725.17352, best error:       571.29913 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 328.6457214355s, input_fired_time: 2.2173163891, output_fired_time: 1.5416170359, propagate_forward_time: 144.2606964111, propagate_backward_time: 171.9492645264, weight_update_time: 1.2207529545, other_time: 8.6768188477
epoch time: 32.8176498413s, input_fired_time: 0.2170579880, output_fired_time: 0.0000000000, propagate_forward_time: 29.8915119171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7090816498
validation[          , genome  7140] predictions:    9785/  10000 (97.85%), best:    9836/10000 (98.36%), error:       722.49854, best error:       571.29913 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 309.9903259277s, input_fired_time: 2.2280380726, output_fired_time: 3.5509610176, propagate_forward_time: 133.4785308838, propagate_backward_time: 163.0616149902, weight_update_time: 0.2283604145, other_time: 7.6711883545
epoch time: 29.7766876221s, input_fired_time: 0.2153896689, output_fired_time: 0.0000000000, propagate_forward_time: 28.8773059845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839923859
validation[          , genome  7140] predictions:    9783/  10000 (97.83%), best:    9836/10000 (98.36%), error:       732.19055, best error:       571.29913 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 312.7414855957s, input_fired_time: 6.2244486809, output_fired_time: 1.5632033348, propagate_forward_time: 134.2609405518, propagate_backward_time: 165.0452880859, weight_update_time: 0.2184851021, other_time: 5.6475982666
epoch time: 24.7788887024s, input_fired_time: 1.2541403770, output_fired_time: 0.0000000000, propagate_forward_time: 22.8056488037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7190990448
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       670.44922, best error:       571.29913 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 322.8816223145s, input_fired_time: 3.2222073078, output_fired_time: 2.5612559319, propagate_forward_time: 129.3789978027, propagate_backward_time: 179.0510711670, weight_update_time: 0.2179340571, other_time: 8.6681060791
epoch time: 32.7560729980s, input_fired_time: 0.2165853977, output_fired_time: 0.0000000000, propagate_forward_time: 31.8614311218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6780548096
validation[          , genome  7140] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       634.44476, best error:       571.29913 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 314.4791870117s, input_fired_time: 5.2865633965, output_fired_time: 2.5633447170, propagate_forward_time: 124.5484390259, propagate_backward_time: 170.3873748779, weight_update_time: 0.2185231149, other_time: 11.6934661865
epoch time: 27.7138385773s, input_fired_time: 0.2163299918, output_fired_time: 0.0000000000, propagate_forward_time: 26.8094902039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880187988
validation[          , genome  7140] predictions:    9806/  10000 (98.06%), best:    9836/10000 (98.36%), error:       640.68713, best error:       571.29913 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 326.6440429688s, input_fired_time: 3.2083387375, output_fired_time: 2.5762479305, propagate_forward_time: 138.1567230225, propagate_backward_time: 178.0767364502, weight_update_time: 1.2205357552, other_time: 4.6260070801
epoch time: 27.6897087097s, input_fired_time: 0.2194964439, output_fired_time: 0.0000000000, propagate_forward_time: 26.7910976410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6791152954
validation[          , genome  7140] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       594.30859, best error:       571.29913 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 323.2691040039s, input_fired_time: 3.2363538742, output_fired_time: 4.5673394203, propagate_forward_time: 126.4053649902, propagate_backward_time: 180.3960571289, weight_update_time: 0.2188969851, other_time: 8.6639709473
epoch time: 24.6500263214s, input_fired_time: 1.2215628624, output_fired_time: 0.0000000000, propagate_forward_time: 22.7474918365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809711456
validation[          , genome  7140] predictions:    9791/  10000 (97.91%), best:    9836/10000 (98.36%), error:       673.65985, best error:       571.29913 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 296.8741455078s, input_fired_time: 5.2383804321, output_fired_time: 2.5730021000, propagate_forward_time: 122.3498001099, propagate_backward_time: 163.0799102783, weight_update_time: 0.2181085199, other_time: 3.6330718994
epoch time: 23.7686042786s, input_fired_time: 0.2167674601, output_fired_time: 0.0000000000, propagate_forward_time: 21.8612060547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6906299591
validation[          , genome  7140] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       676.64679, best error:       571.29913 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 313.2057495117s, input_fired_time: 4.2266826630, output_fired_time: 1.5647273064, propagate_forward_time: 123.4494857788, propagate_backward_time: 177.3169555664, weight_update_time: 0.2198090553, other_time: 6.6478881836
epoch time: 27.7712726593s, input_fired_time: 0.2183106840, output_fired_time: 0.0000000000, propagate_forward_time: 24.8612289429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6917324066
validation[          , genome  7140] predictions:    9791/  10000 (97.91%), best:    9836/10000 (98.36%), error:       704.76355, best error:       571.29913 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 317.3041687012s, input_fired_time: 2.2241833210, output_fired_time: 1.5424287319, propagate_forward_time: 125.0041961670, propagate_backward_time: 184.9189910889, weight_update_time: 0.2172048688, other_time: 3.6143798828
epoch time: 37.7137107849s, input_fired_time: 1.2183238268, output_fired_time: 0.0000000000, propagate_forward_time: 35.8182220459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771659851
validation[          , genome  7140] predictions:    9804/  10000 (98.04%), best:    9836/10000 (98.36%), error:       677.98175, best error:       571.29913 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 331.6581726074s, input_fired_time: 4.2177338600, output_fired_time: 1.5476654768, propagate_forward_time: 146.3149261475, propagate_backward_time: 173.9443817139, weight_update_time: 1.2200716734, other_time: 5.6334533691
epoch time: 25.6733703613s, input_fired_time: 1.2200915813, output_fired_time: 0.0000000000, propagate_forward_time: 23.7760925293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6771869659
validation[          , genome  7140] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       623.70142, best error:       571.29913 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 299.3355407715s, input_fired_time: 3.2136507034, output_fired_time: 4.5588321686, propagate_forward_time: 123.1295318604, propagate_backward_time: 161.8045043945, weight_update_time: 0.2174873799, other_time: 6.6290130615
epoch time: 37.7519607544s, input_fired_time: 0.2160794139, output_fired_time: 0.0000000000, propagate_forward_time: 36.8580741882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778068542
validation[          , genome  7140] predictions:    9833/  10000 (98.33%), best:    9836/10000 (98.36%), error:       571.57983, best error:       571.29913 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 297.4071960449s, input_fired_time: 2.2202510834, output_fired_time: 1.5682893991, propagate_forward_time: 128.1463623047, propagate_backward_time: 161.8358154297, weight_update_time: 0.2185690105, other_time: 3.6364746094
epoch time: 24.6768398285s, input_fired_time: 0.2169673890, output_fired_time: 0.0000000000, propagate_forward_time: 23.7780933380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817798615
validation[          , genome  7140] predictions:    9826/  10000 (98.26%), best:    9836/10000 (98.36%), error:       596.42804, best error:       571.29913 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 325.3580017090s, input_fired_time: 6.2184791565, output_fired_time: 3.5584864616, propagate_forward_time: 147.0430450439, propagate_backward_time: 158.8693695068, weight_update_time: 0.2174070477, other_time: 9.6686401367
epoch time: 32.7190628052s, input_fired_time: 2.2179458141, output_fired_time: 0.0000000000, propagate_forward_time: 28.8117294312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6893882751
validation[          , genome  7140] predictions:    9752/  10000 (97.52%), best:    9836/10000 (98.36%), error:       803.29297, best error:       571.29913 on epoch:    39, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 322.5446777344s, input_fired_time: 5.2318024635, output_fired_time: 2.5602045059, propagate_forward_time: 118.2114410400, propagate_backward_time: 186.8895416260, weight_update_time: 0.2173054963, other_time: 9.6516723633
epoch time: 34.7243614197s, input_fired_time: 0.2156318873, output_fired_time: 0.0000000000, propagate_forward_time: 33.8268928528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818351746
validation[          , genome  7140] predictions:    9826/  10000 (98.26%), best:    9836/10000 (98.36%), error:       629.77631, best error:       571.29913 on epoch:    39, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 304.4040222168s, input_fired_time: 5.2210874557, output_fired_time: 1.5537185669, propagate_forward_time: 124.9319686890, propagate_backward_time: 165.0491943359, weight_update_time: 0.2178848386, other_time: 7.6480407715
epoch time: 25.8461456299s, input_fired_time: 0.2198490351, output_fired_time: 0.0000000000, propagate_forward_time: 24.9480457306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782512665
validation[          , genome  7140] predictions:    9811/  10000 (98.11%), best:    9836/10000 (98.36%), error:       619.16718, best error:       571.29913 on epoch:    39, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 325.0670776367s, input_fired_time: 2.2292265892, output_fired_time: 2.5721457005, propagate_forward_time: 130.6473999023, propagate_backward_time: 185.9830780029, weight_update_time: 0.2281509936, other_time: 3.6352386475
epoch time: 24.7140064240s, input_fired_time: 0.2161798924, output_fired_time: 0.0000000000, propagate_forward_time: 23.8183612823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6794643402
validation[          , genome  7140] predictions:    9775/  10000 (97.75%), best:    9836/10000 (98.36%), error:       715.69672, best error:       571.29913 on epoch:    39, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 337.4259033203s, input_fired_time: 2.2269542217, output_fired_time: 2.5652368069, propagate_forward_time: 137.4398651123, propagate_backward_time: 190.4917449951, weight_update_time: 0.2181135267, other_time: 4.7020874023
epoch time: 24.8277797699s, input_fired_time: 0.2225082070, output_fired_time: 0.0000000000, propagate_forward_time: 23.9136848450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915874481
validation[          , genome  7140] predictions:    9793/  10000 (97.93%), best:    9836/10000 (98.36%), error:       668.32410, best error:       571.29913 on epoch:    39, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 328.1401367188s, input_fired_time: 2.2264499664, output_fired_time: 2.5705642700, propagate_forward_time: 117.2628479004, propagate_backward_time: 197.3851928711, weight_update_time: 0.2183676362, other_time: 8.6950988770
epoch time: 27.8543968201s, input_fired_time: 0.2157576829, output_fired_time: 0.0000000000, propagate_forward_time: 26.9543495178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6842899323
validation[          , genome  7140] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       692.26044, best error:       571.29913 on epoch:    39, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 316.2405700684s, input_fired_time: 2.2185392380, output_fired_time: 2.5600233078, propagate_forward_time: 133.5164184570, propagate_backward_time: 172.2805938721, weight_update_time: 1.2211967707, other_time: 5.6649932861
epoch time: 27.8060913086s, input_fired_time: 0.2163092643, output_fired_time: 0.0000000000, propagate_forward_time: 25.9015769958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6882057190
validation[          , genome  7140] predictions:    9803/  10000 (98.03%), best:    9836/10000 (98.36%), error:       630.17114, best error:       571.29913 on epoch:    39, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 324.3191223145s, input_fired_time: 3.2415606976, output_fired_time: 2.5578269958, propagate_forward_time: 126.5230636597, propagate_backward_time: 185.3416748047, weight_update_time: 0.2191033810, other_time: 6.6549987793
epoch time: 32.8055419922s, input_fired_time: 1.2263450623, output_fired_time: 0.0000000000, propagate_forward_time: 30.8981418610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810550690
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       646.16943, best error:       571.29913 on epoch:    39, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 293.2512817383s, input_fired_time: 5.2332406044, output_fired_time: 2.5555720329, propagate_forward_time: 114.3944396973, propagate_backward_time: 166.3854522705, weight_update_time: 0.2193728387, other_time: 4.6825714111
epoch time: 24.8230514526s, input_fired_time: 0.2164292932, output_fired_time: 0.0000000000, propagate_forward_time: 23.9193534851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872692108
validation[          , genome  7140] predictions:    9809/  10000 (98.09%), best:    9836/10000 (98.36%), error:       659.46973, best error:       571.29913 on epoch:    39, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 301.7880554199s, input_fired_time: 4.2771277428, output_fired_time: 3.5748236179, propagate_forward_time: 121.6678543091, propagate_backward_time: 167.6173706055, weight_update_time: 0.2199232876, other_time: 4.6508789062
epoch time: 25.7428150177s, input_fired_time: 0.2212055176, output_fired_time: 0.0000000000, propagate_forward_time: 24.8407897949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808204651
validation[          , genome  7140] predictions:    9785/  10000 (97.85%), best:    9836/10000 (98.36%), error:       705.70325, best error:       571.29913 on epoch:    39, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 307.5700378418s, input_fired_time: 3.2812829018, output_fired_time: 1.5787571669, propagate_forward_time: 123.0324401855, propagate_backward_time: 171.9750061035, weight_update_time: 0.2275367826, other_time: 7.7025451660
epoch time: 24.9070758820s, input_fired_time: 0.2176425457, output_fired_time: 0.0000000000, propagate_forward_time: 24.0014781952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6879558563
validation[          , genome  7140] predictions:    9818/  10000 (98.18%), best:    9836/10000 (98.36%), error:       613.46228, best error:       571.29913 on epoch:    39, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 322.4180908203s, input_fired_time: 6.2483320236, output_fired_time: 1.5468956232, propagate_forward_time: 133.5104522705, propagate_backward_time: 173.4056701660, weight_update_time: 0.2235634774, other_time: 7.7067413330
epoch time: 24.7926311493s, input_fired_time: 1.2254807949, output_fired_time: 0.0000000000, propagate_forward_time: 22.8802928925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868572235
validation[          , genome  7140] predictions:    9825/  10000 (98.25%), best:    9836/10000 (98.36%), error:       604.22803, best error:       571.29913 on epoch:    39, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 350.2116088867s, input_fired_time: 4.2287850380, output_fired_time: 2.5713014603, propagate_forward_time: 155.3906097412, propagate_backward_time: 181.4043273926, weight_update_time: 0.2176905870, other_time: 6.6165924072
epoch time: 24.8124408722s, input_fired_time: 0.2167392075, output_fired_time: 0.0000000000, propagate_forward_time: 23.9025630951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931381226
validation[          , genome  7140] predictions:    9812/  10000 (98.12%), best:    9836/10000 (98.36%), error:       629.66907, best error:       571.29913 on epoch:    39, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 337.1959228516s, input_fired_time: 6.2636609077, output_fired_time: 4.5837087631, propagate_forward_time: 147.9094848633, propagate_backward_time: 170.7837371826, weight_update_time: 0.2178549767, other_time: 7.6553192139
epoch time: 24.7607841492s, input_fired_time: 0.2154877186, output_fired_time: 0.0000000000, propagate_forward_time: 23.8688297272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764659882
validation[          , genome  7140] predictions:    9802/  10000 (98.02%), best:    9836/10000 (98.36%), error:       675.33990, best error:       571.29913 on epoch:    39, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 347.2136535645s, input_fired_time: 2.2312381268, output_fired_time: 2.5576813221, propagate_forward_time: 134.8173980713, propagate_backward_time: 201.9896240234, weight_update_time: 0.2255656421, other_time: 5.6177215576
epoch time: 24.6872978210s, input_fired_time: 0.2196381539, output_fired_time: 0.0000000000, propagate_forward_time: 23.7878131866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6798458099
validation[          , genome  7140] predictions:    9788/  10000 (97.88%), best:    9836/10000 (98.36%), error:       655.25977, best error:       571.29913 on epoch:    39, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 364.7638854980s, input_fired_time: 2.2404267788, output_fired_time: 3.5577270985, propagate_forward_time: 138.6618194580, propagate_backward_time: 215.6885986328, weight_update_time: 0.2261781096, other_time: 4.6153106689
epoch time: 28.7119407654s, input_fired_time: 0.2220502496, output_fired_time: 0.0000000000, propagate_forward_time: 27.8133506775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765403748
validation[          , genome  7140] predictions:    9826/  10000 (98.26%), best:    9836/10000 (98.36%), error:       610.82819, best error:       571.29913 on epoch:    39, 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: 129.1116790771s, input_fired_time: 1.1308840513, output_fired_time: 0.0000000000, propagate_forward_time: 123.5384521484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4423446655
best training[          , genome  7140] predictions:   49645/  50000 (99.29%), best:    9836/10000 (98.36%), error:      1338.05176, best error:       571.29913 on epoch:    39, 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: 24.7561683655s, input_fired_time: 0.2178284079, output_fired_time: 0.0000000000, propagate_forward_time: 23.8346118927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7037277222
   testing[          , genome  7140] predictions:    9821/  10000 (98.21%), best:    9836/10000 (98.36%), error:       544.46515, best error:       571.29913 on epoch:    39, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:36:18 (58705): called boinc_finish(0)

</stderr_txt>
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