Nameexact_genome_1512568488_44_6246_1
Workunit2602574
Created7 Dec 2017, 18:51:24 UTC
Sent7 Dec 2017, 18:59:06 UTC
Report deadline13 Dec 2017, 7:42:14 UTC
Received9 Dec 2017, 2:33:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time2 hours 49 min 18 sec
CPU time2 hours 48 min 54 sec
Validate stateValid
Credit1,382.49
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.64 MB
Peak swap size157.35 MB
Peak disk usage1.69 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1591403782, output_fired_time: 0.0000000000, propagate_forward_time: 6.9702191353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314559937
validation[          , genome  6246] predictions:    9591/  10000 (95.91%), best:    9693/10000 (96.93%), error:      1330.34302, best error:      1089.23071 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.7112503052s, input_fired_time: 1.2610307932, output_fired_time: 1.2150995731, propagate_forward_time: 34.6083946228, propagate_backward_time: 52.6452369690, weight_update_time: 0.1423769295, other_time: 2.9814834595
epoch time: 7.5982213020s, input_fired_time: 0.1527506411, output_fired_time: 0.0000000000, propagate_forward_time: 6.9264259338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190448761
validation[          , genome  6246] predictions:    9649/  10000 (96.49%), best:    9693/10000 (96.93%), error:      1188.11157, best error:      1089.23071 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 92.4479751587s, input_fired_time: 1.2534939051, output_fired_time: 1.2100446224, propagate_forward_time: 34.5515403748, propagate_backward_time: 52.5172882080, weight_update_time: 0.1411409378, other_time: 2.9156074524
epoch time: 7.6370320320s, input_fired_time: 0.1544749886, output_fired_time: 0.0000000000, propagate_forward_time: 6.9619531631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206036568
validation[          , genome  6246] predictions:    9634/  10000 (96.34%), best:    9693/10000 (96.93%), error:      1197.81079, best error:      1089.23071 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 92.6224746704s, input_fired_time: 1.2563019991, output_fired_time: 1.2103588581, propagate_forward_time: 34.6401100159, propagate_backward_time: 52.5717544556, weight_update_time: 0.1420983523, other_time: 2.9439506531
epoch time: 7.5726141930s, input_fired_time: 0.1532580107, output_fired_time: 0.0000000000, propagate_forward_time: 6.9042248726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151314735
validation[          , genome  6246] predictions:    9656/  10000 (96.56%), best:    9693/10000 (96.93%), error:      1108.57458, best error:      1089.23071 on epoch:     5, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 92.3696060181s, input_fired_time: 1.2612285614, output_fired_time: 1.2120563984, propagate_forward_time: 34.5298767090, propagate_backward_time: 52.4015808105, weight_update_time: 0.1434490532, other_time: 2.9648590088
epoch time: 7.6159415245s, input_fired_time: 0.1568189412, output_fired_time: 0.0000000000, propagate_forward_time: 6.9341325760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249900818
validation[          , genome  6246] predictions:    9648/  10000 (96.48%), best:    9693/10000 (96.93%), error:      1134.79944, best error:      1089.23071 on epoch:     5, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.4672088623s, input_fired_time: 1.2588847876, output_fired_time: 1.2082688808, propagate_forward_time: 34.6371650696, propagate_backward_time: 52.4319801331, weight_update_time: 0.1417783797, other_time: 2.9309082031
epoch time: 7.6500120163s, input_fired_time: 0.1508305669, output_fired_time: 0.0000000000, propagate_forward_time: 6.9999809265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992003441
validation[          , genome  6246] predictions:    9662/  10000 (96.62%), best:    9693/10000 (96.93%), error:      1130.34900, best error:      1089.23071 on epoch:     5, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.6647338867s, input_fired_time: 1.2513093948, output_fired_time: 1.2001956701, propagate_forward_time: 34.2706298828, propagate_backward_time: 52.0091552734, weight_update_time: 0.1417435855, other_time: 2.9334411621
epoch time: 7.6983547211s, input_fired_time: 0.1562926471, output_fired_time: 0.0000000000, propagate_forward_time: 7.0066528320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354094505
validation[          , genome  6246] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1075.22424, best error:      1075.22424 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.7370223999s, input_fired_time: 1.2553712130, output_fired_time: 1.2024322748, propagate_forward_time: 34.2895050049, propagate_backward_time: 52.0533599854, weight_update_time: 0.1417999417, other_time: 2.9363555908
epoch time: 7.5451192856s, input_fired_time: 0.1585403383, output_fired_time: 0.0000000000, propagate_forward_time: 6.8499279022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366511345
validation[          , genome  6246] predictions:    9658/  10000 (96.58%), best:    9662/10000 (96.62%), error:      1168.15527, best error:      1075.22424 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.4081420898s, input_fired_time: 1.2561970949, output_fired_time: 1.2103970051, propagate_forward_time: 34.5425186157, propagate_backward_time: 52.4804306030, weight_update_time: 0.1421122104, other_time: 2.9186019897
epoch time: 7.6472578049s, input_fired_time: 0.1563525349, output_fired_time: 0.0000000000, propagate_forward_time: 6.9799838066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109214783
validation[          , genome  6246] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1020.42584, best error:      1020.42584 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.7488937378s, input_fired_time: 1.2699048519, output_fired_time: 1.2207492590, propagate_forward_time: 34.7140159607, propagate_backward_time: 52.5580520630, weight_update_time: 0.1429125071, other_time: 2.9861717224
epoch time: 7.4301061630s, input_fired_time: 0.1535473019, output_fired_time: 0.0000000000, propagate_forward_time: 6.7517256737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248332024
validation[          , genome  6246] predictions:    9681/  10000 (96.81%), best:    9697/10000 (96.97%), error:      1033.11609, best error:      1020.42584 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 92.3986206055s, input_fired_time: 1.2607032061, output_fired_time: 1.2119255066, propagate_forward_time: 34.5314636230, propagate_backward_time: 52.3930816650, weight_update_time: 0.1441663653, other_time: 3.0014495850
epoch time: 7.6006650925s, input_fired_time: 0.1544719636, output_fired_time: 0.0000000000, propagate_forward_time: 6.9299602509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162329674
validation[          , genome  6246] predictions:    9591/  10000 (95.91%), best:    9697/10000 (96.97%), error:      1349.06787, best error:      1020.42584 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.7360305786s, input_fired_time: 1.2576504946, output_fired_time: 1.2035032511, propagate_forward_time: 34.3063354492, propagate_backward_time: 52.0170211792, weight_update_time: 0.1417748183, other_time: 2.9515151978
epoch time: 7.6166992188s, input_fired_time: 0.1533378959, output_fired_time: 0.0000000000, propagate_forward_time: 6.9555993080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077619553
validation[          , genome  6246] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       970.63116, best error:       970.63116 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 91.7126159668s, input_fired_time: 1.2506253719, output_fired_time: 1.1966702938, propagate_forward_time: 34.3598442078, propagate_backward_time: 51.9717254639, weight_update_time: 0.1414752454, other_time: 2.9337501526
epoch time: 7.5255370140s, input_fired_time: 0.1547980905, output_fired_time: 0.0000000000, propagate_forward_time: 6.8454871178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252518654
validation[          , genome  6246] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       959.40955, best error:       959.40955 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.2419204712s, input_fired_time: 1.2552918196, output_fired_time: 1.2141075134, propagate_forward_time: 34.4836921692, propagate_backward_time: 52.3675193787, weight_update_time: 0.1419575661, other_time: 2.9213104248
epoch time: 7.5256538391s, input_fired_time: 0.1522017717, output_fired_time: 0.0000000000, propagate_forward_time: 6.8589057922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145463943
validation[          , genome  6246] predictions:    9698/  10000 (96.98%), best:    9721/10000 (97.21%), error:      1031.86365, best error:       959.40955 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.1344070435s, input_fired_time: 1.2611566782, output_fired_time: 1.2108988762, propagate_forward_time: 34.3881874084, propagate_backward_time: 52.3052940369, weight_update_time: 0.1425218582, other_time: 2.9688720703
epoch time: 7.6274333000s, input_fired_time: 0.1573381126, output_fired_time: 0.0000000000, propagate_forward_time: 6.9478025436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222926140
validation[          , genome  6246] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       890.33545, best error:       890.33545 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.9023513794s, input_fired_time: 1.2564436197, output_fired_time: 1.2036203146, propagate_forward_time: 34.3365859985, propagate_backward_time: 52.1658287048, weight_update_time: 0.1415187865, other_time: 2.9398689270
epoch time: 7.4537029266s, input_fired_time: 0.1538396329, output_fired_time: 0.0000000000, propagate_forward_time: 6.7731275558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267357826
validation[          , genome  6246] predictions:    9653/  10000 (96.53%), best:    9731/10000 (97.31%), error:      1095.23450, best error:       890.33545 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.2603454590s, input_fired_time: 1.2560863495, output_fired_time: 1.2091182470, propagate_forward_time: 34.4538421631, propagate_backward_time: 52.4204101563, weight_update_time: 0.1414225549, other_time: 2.9208831787
epoch time: 7.6725134850s, input_fired_time: 0.1543967128, output_fired_time: 0.0000000000, propagate_forward_time: 6.9996871948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184297562
validation[          , genome  6246] predictions:    9646/  10000 (96.46%), best:    9731/10000 (97.31%), error:      1131.20752, best error:       890.33545 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 91.7710952759s, input_fired_time: 1.2508962154, output_fired_time: 1.1976174116, propagate_forward_time: 34.2273483276, propagate_backward_time: 52.1934089661, weight_update_time: 0.1403970122, other_time: 2.9018287659
epoch time: 7.5881090164s, input_fired_time: 0.1540316492, output_fired_time: 0.0000000000, propagate_forward_time: 6.9192132950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148639679
validation[          , genome  6246] predictions:    9709/  10000 (97.09%), best:    9731/10000 (97.31%), error:       941.51746, best error:       890.33545 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.7327423096s, input_fired_time: 1.2613652945, output_fired_time: 1.2125664949, propagate_forward_time: 34.6667213440, propagate_backward_time: 52.6911239624, weight_update_time: 0.1410769373, other_time: 2.9009590149
epoch time: 7.4277706146s, input_fired_time: 0.1540229321, output_fired_time: 0.0000000000, propagate_forward_time: 6.7671728134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065746307
validation[          , genome  6246] predictions:    9730/  10000 (97.30%), best:    9731/10000 (97.31%), error:       903.28638, best error:       890.33545 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.2344894409s, input_fired_time: 1.2547177076, output_fired_time: 1.2079062462, propagate_forward_time: 34.3899650574, propagate_backward_time: 52.4646072388, weight_update_time: 0.1409053952, other_time: 2.9172935486
epoch time: 7.4865832329s, input_fired_time: 0.1543623656, output_fired_time: 0.0000000000, propagate_forward_time: 6.8091993332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230216980
validation[          , genome  6246] predictions:    9660/  10000 (96.60%), best:    9731/10000 (97.31%), error:      1120.03613, best error:       890.33545 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.4733810425s, input_fired_time: 1.2611460686, output_fired_time: 1.2097134590, propagate_forward_time: 34.5900421143, propagate_backward_time: 52.4881973267, weight_update_time: 0.1413211077, other_time: 2.9242782593
epoch time: 7.2707147598s, input_fired_time: 0.1510450989, output_fired_time: 0.0000000000, propagate_forward_time: 6.6074051857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122642517
validation[          , genome  6246] predictions:    9725/  10000 (97.25%), best:    9731/10000 (97.31%), error:       892.13226, best error:       890.33545 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.2920989990s, input_fired_time: 1.2617278099, output_fired_time: 1.2039102316, propagate_forward_time: 34.5561485291, propagate_backward_time: 52.3783988953, weight_update_time: 0.1406893730, other_time: 2.8919143677
epoch time: 7.6019954681s, input_fired_time: 0.1522708684, output_fired_time: 0.0000000000, propagate_forward_time: 6.9501099586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996147156
validation[          , genome  6246] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       873.39325, best error:       873.39325 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 91.7847900391s, input_fired_time: 1.2570928335, output_fired_time: 1.1989809275, propagate_forward_time: 34.2486343384, propagate_backward_time: 52.1756858826, weight_update_time: 0.1409213394, other_time: 2.9043922424
epoch time: 7.6221380234s, input_fired_time: 0.1558041871, output_fired_time: 0.0000000000, propagate_forward_time: 6.9400300980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263037682
validation[          , genome  6246] predictions:    9699/  10000 (96.99%), best:    9743/10000 (97.43%), error:       979.59308, best error:       873.39325 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 91.4396057129s, input_fired_time: 1.2578686476, output_fired_time: 1.1993205547, propagate_forward_time: 34.1447868347, propagate_backward_time: 51.8944015503, weight_update_time: 0.1411522031, other_time: 2.9432334900
epoch time: 7.6094408035s, input_fired_time: 0.1540260166, output_fired_time: 0.0000000000, propagate_forward_time: 6.9492278099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061869621
validation[          , genome  6246] predictions:    9722/  10000 (97.22%), best:    9743/10000 (97.43%), error:       907.48175, best error:       873.39325 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.1489868164s, input_fired_time: 1.2596939802, output_fired_time: 1.2050082684, propagate_forward_time: 34.4838142395, propagate_backward_time: 52.3252372742, weight_update_time: 0.1394702643, other_time: 2.8752288818
epoch time: 7.5401172638s, input_fired_time: 0.1538877785, output_fired_time: 0.0000000000, propagate_forward_time: 6.8760828972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101466179
validation[          , genome  6246] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       865.36627, best error:       865.36627 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.7141571045s, input_fired_time: 1.2596864700, output_fired_time: 1.2088953257, propagate_forward_time: 34.6818962097, propagate_backward_time: 52.6961631775, weight_update_time: 0.1398926824, other_time: 2.8675155640
epoch time: 7.3263983727s, input_fired_time: 0.1502658278, output_fired_time: 0.0000000000, propagate_forward_time: 6.6678166389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083160400
validation[          , genome  6246] predictions:    9692/  10000 (96.92%), best:    9745/10000 (97.45%), error:      1015.31671, best error:       865.36627 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 91.6937332153s, input_fired_time: 1.2561690807, output_fired_time: 1.1966253519, propagate_forward_time: 34.2693214417, propagate_backward_time: 52.0821495056, weight_update_time: 0.1394369900, other_time: 2.8894653320
epoch time: 7.5542216301s, input_fired_time: 0.1537136734, output_fired_time: 0.0000000000, propagate_forward_time: 6.8898239136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106840134
validation[          , genome  6246] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       875.79724, best error:       865.36627 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.6715621948s, input_fired_time: 1.2570817471, output_fired_time: 1.1958680153, propagate_forward_time: 34.2292327881, propagate_backward_time: 52.0957489014, weight_update_time: 0.1393217891, other_time: 2.8936309814
epoch time: 7.6570868492s, input_fired_time: 0.1531033665, output_fired_time: 0.0000000000, propagate_forward_time: 7.0013556480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026278496
validation[          , genome  6246] predictions:    9707/  10000 (97.07%), best:    9745/10000 (97.45%), error:       981.13251, best error:       865.36627 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 92.3619461060s, input_fired_time: 1.2586646080, output_fired_time: 1.2081760168, propagate_forward_time: 34.6009483337, propagate_backward_time: 52.4152069092, weight_update_time: 0.1400283277, other_time: 2.8789482117
epoch time: 7.6048007011s, input_fired_time: 0.1536804438, output_fired_time: 0.0000000000, propagate_forward_time: 6.9394164085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117039680
validation[          , genome  6246] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       929.35101, best error:       865.36627 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.9180297852s, input_fired_time: 1.2601478100, output_fired_time: 1.1968530416, propagate_forward_time: 34.4399452209, propagate_backward_time: 52.1529731750, weight_update_time: 0.1398389786, other_time: 2.8681106567
epoch time: 7.6246843338s, input_fired_time: 0.1561487466, output_fired_time: 0.0000000000, propagate_forward_time: 6.9444832802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240521431
validation[          , genome  6246] predictions:    9700/  10000 (97.00%), best:    9745/10000 (97.45%), error:      1002.10284, best error:       865.36627 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.5518112183s, input_fired_time: 1.2529739141, output_fired_time: 1.1992378235, propagate_forward_time: 34.1650238037, propagate_backward_time: 52.0684204102, weight_update_time: 0.1388174742, other_time: 2.8661499023
epoch time: 7.5931167603s, input_fired_time: 0.1552701592, output_fired_time: 0.0000000000, propagate_forward_time: 6.9180774689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197691917
validation[          , genome  6246] predictions:    9697/  10000 (96.97%), best:    9745/10000 (97.45%), error:      1038.73779, best error:       865.36627 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.6439056396s, input_fired_time: 1.2613272667, output_fired_time: 1.2080214024, propagate_forward_time: 34.6664657593, propagate_backward_time: 52.6460609436, weight_update_time: 0.1400252730, other_time: 2.8620262146
epoch time: 7.6215248108s, input_fired_time: 0.1562649608, output_fired_time: 0.0000000000, propagate_forward_time: 6.9493865967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158734322
validation[          , genome  6246] predictions:    9704/  10000 (97.04%), best:    9745/10000 (97.45%), error:      1002.67157, best error:       865.36627 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.4019088745s, input_fired_time: 1.2654395103, output_fired_time: 1.2064679861, propagate_forward_time: 34.5620117188, propagate_backward_time: 52.4926719666, weight_update_time: 0.1399382800, other_time: 2.8753166199
epoch time: 7.6018052101s, input_fired_time: 0.1550930589, output_fired_time: 0.0000000000, propagate_forward_time: 6.9306554794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160565376
validation[          , genome  6246] predictions:    9729/  10000 (97.29%), best:    9745/10000 (97.45%), error:       895.70288, best error:       865.36627 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 92.7396621704s, input_fired_time: 1.2660275698, output_fired_time: 1.2139070034, propagate_forward_time: 34.7575721741, propagate_backward_time: 52.6337585449, weight_update_time: 0.1400344670, other_time: 2.8683967590
epoch time: 7.6358985901s, input_fired_time: 0.1555875838, output_fired_time: 0.0000000000, propagate_forward_time: 6.9707307816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095801353
validation[          , genome  6246] predictions:    9723/  10000 (97.23%), best:    9745/10000 (97.45%), error:       967.37061, best error:       865.36627 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 92.2950210571s, input_fired_time: 1.2599257231, output_fired_time: 1.2072236538, propagate_forward_time: 34.4475784302, propagate_backward_time: 52.5129547119, weight_update_time: 0.1393202841, other_time: 2.8673400879
epoch time: 7.4487118721s, input_fired_time: 0.1556039602, output_fired_time: 0.0000000000, propagate_forward_time: 6.7716388702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214691162
validation[          , genome  6246] predictions:    9732/  10000 (97.32%), best:    9745/10000 (97.45%), error:       880.04077, best error:       865.36627 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.7636718750s, input_fired_time: 1.2707778215, output_fired_time: 1.2086818218, propagate_forward_time: 34.7069129944, propagate_backward_time: 52.6868171692, weight_update_time: 0.1402377486, other_time: 2.8904876709
epoch time: 7.7552638054s, input_fired_time: 0.1615912914, output_fired_time: 0.0000000000, propagate_forward_time: 7.0646486282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290241241
validation[          , genome  6246] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       839.38623, best error:       839.38623 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 92.6561203003s, input_fired_time: 1.2667195797, output_fired_time: 1.2080712318, propagate_forward_time: 34.7283477783, propagate_backward_time: 52.5862388611, weight_update_time: 0.1407738179, other_time: 2.8667488098
epoch time: 7.5370092392s, input_fired_time: 0.1525074095, output_fired_time: 0.0000000000, propagate_forward_time: 6.8910379410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934639931
validation[          , genome  6246] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       920.09344, best error:       839.38623 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.8005065918s, input_fired_time: 1.2610944510, output_fired_time: 1.2009677887, propagate_forward_time: 34.3004608154, propagate_backward_time: 52.1468200684, weight_update_time: 0.1397370547, other_time: 2.8911666870
epoch time: 7.5203952789s, input_fired_time: 0.1567447484, output_fired_time: 0.0000000000, propagate_forward_time: 6.8523359299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113143921
validation[          , genome  6246] predictions:    9687/  10000 (96.87%), best:    9752/10000 (97.52%), error:      1077.83215, best error:       839.38623 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.5821304321s, input_fired_time: 1.2675331831, output_fired_time: 1.2085710764, propagate_forward_time: 34.6397132874, propagate_backward_time: 52.5816917419, weight_update_time: 0.1404195428, other_time: 2.8846206665
epoch time: 7.6204576492s, input_fired_time: 0.1545973718, output_fired_time: 0.0000000000, propagate_forward_time: 6.9636197090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022406578
validation[          , genome  6246] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       942.36493, best error:       839.38623 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.7025985718s, input_fired_time: 1.2685289383, output_fired_time: 1.1994910240, propagate_forward_time: 34.2665519714, propagate_backward_time: 52.0817108154, weight_update_time: 0.1395844668, other_time: 2.8863105774
epoch time: 7.5963797569s, input_fired_time: 0.1553213596, output_fired_time: 0.0000000000, propagate_forward_time: 6.9311127663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099453926
validation[          , genome  6246] predictions:    9707/  10000 (97.07%), best:    9752/10000 (97.52%), error:       977.67517, best error:       839.38623 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.1863327026s, input_fired_time: 1.2637859583, output_fired_time: 1.2006487846, propagate_forward_time: 34.4706764221, propagate_backward_time: 52.3954162598, weight_update_time: 0.1389628798, other_time: 2.8558082581
epoch time: 7.6376619339s, input_fired_time: 0.1564595550, output_fired_time: 0.0000000000, propagate_forward_time: 6.9757461548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054564476
validation[          , genome  6246] predictions:    9725/  10000 (97.25%), best:    9752/10000 (97.52%), error:       918.00153, best error:       839.38623 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.1791687012s, input_fired_time: 1.2638347149, output_fired_time: 1.1988650560, propagate_forward_time: 34.5245132446, propagate_backward_time: 52.3461456299, weight_update_time: 0.1390396506, other_time: 2.8458099365
epoch time: 7.6021251678s, input_fired_time: 0.1568778455, output_fired_time: 0.0000000000, propagate_forward_time: 6.9297571182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154900551
validation[          , genome  6246] predictions:    9697/  10000 (96.97%), best:    9752/10000 (97.52%), error:      1009.58221, best error:       839.38623 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 92.4421997070s, input_fired_time: 1.2723675966, output_fired_time: 1.2058691978, propagate_forward_time: 34.6138153076, propagate_backward_time: 52.4432144165, weight_update_time: 0.1405357569, other_time: 2.9069290161
epoch time: 7.4514231682s, input_fired_time: 0.1533578485, output_fired_time: 0.0000000000, propagate_forward_time: 6.7954411507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026240349
validation[          , genome  6246] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       946.28693, best error:       839.38623 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.7649841309s, input_fired_time: 1.2765153646, output_fired_time: 1.2116785049, propagate_forward_time: 34.6834220886, propagate_backward_time: 52.6647567749, weight_update_time: 0.1420922130, other_time: 2.9286155701
epoch time: 7.5554451942s, input_fired_time: 0.1535939127, output_fired_time: 0.0000000000, propagate_forward_time: 6.9008841515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009670258
validation[          , genome  6246] predictions:    9619/  10000 (96.19%), best:    9752/10000 (97.52%), error:      1184.92224, best error:       839.38623 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.5650329590s, input_fired_time: 1.2693014145, output_fired_time: 1.2094557285, propagate_forward_time: 34.6583175659, propagate_backward_time: 52.5471229553, weight_update_time: 0.1402311176, other_time: 2.8808326721
epoch time: 7.5594587326s, input_fired_time: 0.1549302042, output_fired_time: 0.0000000000, propagate_forward_time: 6.9013867378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031418800
validation[          , genome  6246] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       875.82135, best error:       839.38623 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 91.0037765503s, input_fired_time: 1.2587900162, output_fired_time: 1.1878222227, propagate_forward_time: 34.0912818909, propagate_backward_time: 51.6326141357, weight_update_time: 0.1379378587, other_time: 2.8332710266
epoch time: 7.5588836670s, input_fired_time: 0.1539404988, output_fired_time: 0.0000000000, propagate_forward_time: 6.9050173759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999256134
validation[          , genome  6246] predictions:    9762/  10000 (97.62%), best:    9752/10000 (97.52%), error:       861.67346, best error:       839.38623 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.4657211304s, input_fired_time: 1.2710348368, output_fired_time: 1.2094781399, propagate_forward_time: 34.5991516113, propagate_backward_time: 52.4889869690, weight_update_time: 0.1403488368, other_time: 2.8970680237
epoch time: 7.6100740433s, input_fired_time: 0.1558487117, output_fired_time: 0.0000000000, propagate_forward_time: 6.9425287247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116968155
validation[          , genome  6246] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       923.62311, best error:       839.38623 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.5996093750s, input_fired_time: 1.2723910809, output_fired_time: 1.2123435736, propagate_forward_time: 34.7122344971, propagate_backward_time: 52.5651512146, weight_update_time: 0.1396504790, other_time: 2.8374900818
epoch time: 7.3800263405s, input_fired_time: 0.1538468152, output_fired_time: 0.0000000000, propagate_forward_time: 6.7181305885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080490112
validation[          , genome  6246] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       899.11133, best error:       839.38623 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.5770721436s, input_fired_time: 1.2722467184, output_fired_time: 1.2020004988, propagate_forward_time: 34.6863594055, propagate_backward_time: 52.5456619263, weight_update_time: 0.1399689466, other_time: 2.8708000183
epoch time: 7.5758557320s, input_fired_time: 0.1543162763, output_fired_time: 0.0000000000, propagate_forward_time: 6.9187884331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027508736
validation[          , genome  6246] predictions:    9759/  10000 (97.59%), best:    9752/10000 (97.52%), error:       853.89581, best error:       839.38623 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.1573715210s, input_fired_time: 1.2706816196, output_fired_time: 1.2029235363, propagate_forward_time: 34.5377655029, propagate_backward_time: 52.2854042053, weight_update_time: 0.1392730922, other_time: 2.8605918884
epoch time: 7.4965338707s, input_fired_time: 0.1535580158, output_fired_time: 0.0000000000, propagate_forward_time: 6.8486013412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943742752
validation[          , genome  6246] predictions:    9746/  10000 (97.46%), best:    9752/10000 (97.52%), error:       841.78662, best error:       839.38623 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.0808105469s, input_fired_time: 1.2692725658, output_fired_time: 1.1959261894, propagate_forward_time: 34.4162979126, propagate_backward_time: 52.3377342224, weight_update_time: 0.1393212974, other_time: 2.8615837097
epoch time: 7.5549888611s, input_fired_time: 0.1575434357, output_fired_time: 0.0000000000, propagate_forward_time: 6.9001860619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972591400
validation[          , genome  6246] predictions:    9615/  10000 (96.15%), best:    9752/10000 (97.52%), error:      1235.66040, best error:       839.38623 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.4053268433s, input_fired_time: 1.2632125616, output_fired_time: 1.1946479082, propagate_forward_time: 34.1745452881, propagate_backward_time: 51.9104804993, weight_update_time: 0.1394037455, other_time: 2.8624382019
epoch time: 7.6372036934s, input_fired_time: 0.1554181278, output_fired_time: 0.0000000000, propagate_forward_time: 6.9860725403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957132339
validation[          , genome  6246] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       868.61792, best error:       839.38623 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 91.9603118896s, input_fired_time: 1.2690405846, output_fired_time: 1.2011978626, propagate_forward_time: 34.3858833313, propagate_backward_time: 52.2434768677, weight_update_time: 0.1390596479, other_time: 2.8607139587
epoch time: 7.6659197807s, input_fired_time: 0.1580994725, output_fired_time: 0.0000000000, propagate_forward_time: 7.0067672729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010528564
validation[          , genome  6246] predictions:    9722/  10000 (97.22%), best:    9752/10000 (97.52%), error:       905.59326, best error:       839.38623 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.6703186035s, input_fired_time: 1.2745614052, output_fired_time: 1.2083375454, propagate_forward_time: 34.7281494141, propagate_backward_time: 52.5901374817, weight_update_time: 0.1401748210, other_time: 2.8691368103
epoch time: 7.4983940125s, input_fired_time: 0.1550755948, output_fired_time: 0.0000000000, propagate_forward_time: 6.8357090950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076093674
validation[          , genome  6246] predictions:    9729/  10000 (97.29%), best:    9752/10000 (97.52%), error:       929.41833, best error:       839.38623 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.4694595337s, input_fired_time: 1.2749296427, output_fired_time: 1.2039287090, propagate_forward_time: 34.6507835388, propagate_backward_time: 52.4964828491, weight_update_time: 0.1395383477, other_time: 2.8433341980
epoch time: 7.5654301643s, input_fired_time: 0.1556971669, output_fired_time: 0.0000000000, propagate_forward_time: 6.9061293602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036034584
validation[          , genome  6246] predictions:    9708/  10000 (97.08%), best:    9752/10000 (97.52%), error:       935.91296, best error:       839.38623 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 92.6380615234s, input_fired_time: 1.2736885548, output_fired_time: 1.2076674700, propagate_forward_time: 34.6860237122, propagate_backward_time: 52.6368598938, weight_update_time: 0.1392982602, other_time: 2.8338241577
epoch time: 7.5127744675s, input_fired_time: 0.1568829715, output_fired_time: 0.0000000000, propagate_forward_time: 6.8528766632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030150414
validation[          , genome  6246] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       997.35681, best error:       839.38623 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.8062820435s, input_fired_time: 1.2765421867, output_fired_time: 1.2106524706, propagate_forward_time: 34.8820343018, propagate_backward_time: 52.5974922180, weight_update_time: 0.1395189315, other_time: 2.8395576477
epoch time: 7.5671510696s, input_fired_time: 0.1559982151, output_fired_time: 0.0000000000, propagate_forward_time: 6.9013161659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098366737
validation[          , genome  6246] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       850.43524, best error:       839.38623 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.2236022949s, input_fired_time: 1.2722074986, output_fired_time: 1.2045819759, propagate_forward_time: 34.5497589111, propagate_backward_time: 52.3466339111, weight_update_time: 0.1391005665, other_time: 2.8504180908
epoch time: 7.5891246796s, input_fired_time: 0.1563259214, output_fired_time: 0.0000000000, propagate_forward_time: 6.9322190285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005798340
validation[          , genome  6246] predictions:    9749/  10000 (97.49%), best:    9752/10000 (97.52%), error:       890.15619, best error:       839.38623 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.7879104614s, input_fired_time: 1.2790617943, output_fired_time: 1.2121239901, propagate_forward_time: 34.8381576538, propagate_backward_time: 52.5902175903, weight_update_time: 0.1399909705, other_time: 2.8683471680
epoch time: 7.1011190414s, input_fired_time: 0.1507794112, output_fired_time: 0.0000000000, propagate_forward_time: 6.4573402405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929995537
validation[          , genome  6246] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       890.66632, best error:       839.38623 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.5550918579s, input_fired_time: 1.2781349421, output_fired_time: 1.2062604427, propagate_forward_time: 34.6456565857, propagate_backward_time: 52.5429496765, weight_update_time: 0.1397503167, other_time: 2.8820877075
epoch time: 7.3174467087s, input_fired_time: 0.1540705115, output_fired_time: 0.0000000000, propagate_forward_time: 6.6713161469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920601845
validation[          , genome  6246] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:      1034.80957, best error:       839.38623 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.9799957275s, input_fired_time: 1.2721834183, output_fired_time: 1.1988708973, propagate_forward_time: 34.4239654541, propagate_backward_time: 52.2414512634, weight_update_time: 0.1388338655, other_time: 2.8435249329
epoch time: 7.5846505165s, input_fired_time: 0.1567682624, output_fired_time: 0.0000000000, propagate_forward_time: 6.9238085747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040736198
validation[          , genome  6246] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       807.42706, best error:       807.42706 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.8647537231s, input_fired_time: 1.2641116381, output_fired_time: 1.1850590706, propagate_forward_time: 33.9832572937, propagate_backward_time: 51.6002883911, weight_update_time: 0.1370884180, other_time: 2.8320350647
epoch time: 7.5908088684s, input_fired_time: 0.1566771269, output_fired_time: 0.0000000000, propagate_forward_time: 6.9312086105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029230118
validation[          , genome  6246] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       839.57806, best error:       807.42706 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.1806030273s, input_fired_time: 1.2713682652, output_fired_time: 1.1998947859, propagate_forward_time: 34.5677757263, propagate_backward_time: 52.3030204773, weight_update_time: 0.1387452632, other_time: 2.8385391235
epoch time: 7.5997066498s, input_fired_time: 0.1571450979, output_fired_time: 0.0000000000, propagate_forward_time: 6.9461870193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963746071
validation[          , genome  6246] predictions:    9714/  10000 (97.14%), best:    9770/10000 (97.70%), error:       998.52075, best error:       807.42706 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.5024490356s, input_fired_time: 1.2735508680, output_fired_time: 1.2043691874, propagate_forward_time: 34.5948715210, propagate_backward_time: 52.5693321228, weight_update_time: 0.1394262463, other_time: 2.8603248596
epoch time: 7.5223813057s, input_fired_time: 0.1570206732, output_fired_time: 0.0000000000, propagate_forward_time: 6.8608150482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045456886
validation[          , genome  6246] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       887.42627, best error:       807.42706 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.3664093018s, input_fired_time: 1.2759708166, output_fired_time: 1.2029154301, propagate_forward_time: 34.6229553223, propagate_backward_time: 52.3910713196, weight_update_time: 0.1397529244, other_time: 2.8734931946
epoch time: 7.6041994095s, input_fired_time: 0.1559301019, output_fired_time: 0.0000000000, propagate_forward_time: 6.9500451088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982242584
validation[          , genome  6246] predictions:    9674/  10000 (96.74%), best:    9770/10000 (97.70%), error:      1071.23584, best error:       807.42706 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 92.6032867432s, input_fired_time: 1.2730859518, output_fired_time: 1.2050158978, propagate_forward_time: 34.6862068176, propagate_backward_time: 52.6224975586, weight_update_time: 0.1390376240, other_time: 2.8164787292
epoch time: 7.6365923882s, input_fired_time: 0.1573975384, output_fired_time: 0.0000000000, propagate_forward_time: 6.9736995697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054950714
validation[          , genome  6246] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       861.81232, best error:       807.42706 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.4615478516s, input_fired_time: 1.2799228430, output_fired_time: 1.2064411640, propagate_forward_time: 34.5918273926, propagate_backward_time: 52.4873504639, weight_update_time: 0.1405634433, other_time: 2.8960037231
epoch time: 7.5981836319s, input_fired_time: 0.1584025621, output_fired_time: 0.0000000000, propagate_forward_time: 6.9299206734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098605156
validation[          , genome  6246] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       817.10962, best error:       807.42706 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.0236587524s, input_fired_time: 1.2749172449, output_fired_time: 1.1999505758, propagate_forward_time: 34.4853897095, propagate_backward_time: 52.2143020630, weight_update_time: 0.1387841552, other_time: 2.8490982056
epoch time: 7.5610523224s, input_fired_time: 0.1590584517, output_fired_time: 0.0000000000, propagate_forward_time: 6.8888812065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131125450
validation[          , genome  6246] predictions:    9716/  10000 (97.16%), best:    9770/10000 (97.70%), error:       975.98608, best error:       807.42706 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.7406158447s, input_fired_time: 1.2736849785, output_fired_time: 1.1986418962, propagate_forward_time: 34.3233146667, propagate_backward_time: 52.0928726196, weight_update_time: 0.1394431740, other_time: 2.8521080017
epoch time: 7.5868515968s, input_fired_time: 0.1575956792, output_fired_time: 0.0000000000, propagate_forward_time: 6.9219317436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073242188
validation[          , genome  6246] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       885.94556, best error:       807.42706 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.4295196533s, input_fired_time: 1.2632210255, output_fired_time: 1.1795468330, propagate_forward_time: 33.7478828430, propagate_backward_time: 51.3768692017, weight_update_time: 0.1384744197, other_time: 2.8619956970
epoch time: 7.5689930916s, input_fired_time: 0.1583923399, output_fired_time: 0.0000000000, propagate_forward_time: 6.9046564102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059442520
validation[          , genome  6246] predictions:    9709/  10000 (97.09%), best:    9770/10000 (97.70%), error:       943.05566, best error:       807.42706 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 92.8804702759s, input_fired_time: 1.2823116779, output_fired_time: 1.2094137669, propagate_forward_time: 34.8119773865, propagate_backward_time: 52.7192840576, weight_update_time: 0.1399397552, other_time: 2.8574867249
epoch time: 7.4257984161s, input_fired_time: 0.1557422131, output_fired_time: 0.0000000000, propagate_forward_time: 6.7762169838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938392639
validation[          , genome  6246] predictions:    9711/  10000 (97.11%), best:    9770/10000 (97.70%), error:       993.11145, best error:       807.42706 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.7941207886s, input_fired_time: 1.2795705795, output_fired_time: 1.2067943811, propagate_forward_time: 34.8139305115, propagate_backward_time: 52.6533279419, weight_update_time: 0.1393611878, other_time: 2.8404960632
epoch time: 7.5054130554s, input_fired_time: 0.1554785520, output_fired_time: 0.0000000000, propagate_forward_time: 6.8458113670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041232109
validation[          , genome  6246] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       873.91943, best error:       807.42706 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.7113571167s, input_fired_time: 1.2804766893, output_fired_time: 1.2083884478, propagate_forward_time: 34.6240348816, propagate_backward_time: 52.7276039124, weight_update_time: 0.1396827698, other_time: 2.8708496094
epoch time: 7.6344451904s, input_fired_time: 0.1628037244, output_fired_time: 0.0000000000, propagate_forward_time: 6.9542555809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173859596
validation[          , genome  6246] predictions:    9623/  10000 (96.23%), best:    9770/10000 (97.70%), error:      1250.08179, best error:       807.42706 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 92.4489517212s, input_fired_time: 1.2796696424, output_fired_time: 1.2061334848, propagate_forward_time: 34.5859413147, propagate_backward_time: 52.5122680664, weight_update_time: 0.1396443099, other_time: 2.8649406433
epoch time: 7.6194424629s, input_fired_time: 0.1571727246, output_fired_time: 0.0000000000, propagate_forward_time: 6.9606804848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015892982
validation[          , genome  6246] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       925.87872, best error:       807.42706 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.5147628784s, input_fired_time: 1.2776188850, output_fired_time: 1.2091766596, propagate_forward_time: 34.6668930054, propagate_backward_time: 52.5259895325, weight_update_time: 0.1392767280, other_time: 2.8350868225
epoch time: 7.4587855339s, input_fired_time: 0.1559234858, output_fired_time: 0.0000000000, propagate_forward_time: 6.7941665649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086956024
validation[          , genome  6246] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       841.65613, best error:       807.42706 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.0524826050s, input_fired_time: 1.2814530134, output_fired_time: 1.1967803240, propagate_forward_time: 34.4694328308, propagate_backward_time: 52.2293205261, weight_update_time: 0.1391067803, other_time: 2.8754959106
epoch time: 7.6351351738s, input_fired_time: 0.1580636650, output_fired_time: 0.0000000000, propagate_forward_time: 6.9734663963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036048889
validation[          , genome  6246] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       844.84222, best error:       807.42706 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 92.9208602905s, input_fired_time: 1.2870857716, output_fired_time: 1.2123546600, propagate_forward_time: 34.7593193054, propagate_backward_time: 52.7896270752, weight_update_time: 0.1404149234, other_time: 2.8724708557
epoch time: 7.5791139603s, input_fired_time: 0.1583913118, output_fired_time: 0.0000000000, propagate_forward_time: 6.9124703407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082521439
validation[          , genome  6246] predictions:    9710/  10000 (97.10%), best:    9770/10000 (97.70%), error:       943.41479, best error:       807.42706 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.5000228882s, input_fired_time: 1.2809656858, output_fired_time: 1.2060596943, propagate_forward_time: 34.6441612244, propagate_backward_time: 52.4897460938, weight_update_time: 0.1401056200, other_time: 2.8790855408
epoch time: 7.5812387466s, input_fired_time: 0.1598146707, output_fired_time: 0.0000000000, propagate_forward_time: 6.9105548859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108690262
validation[          , genome  6246] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       846.54169, best error:       807.42706 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.4693984985s, input_fired_time: 1.2816033363, output_fired_time: 1.2045792341, propagate_forward_time: 34.5258865356, propagate_backward_time: 52.5765304565, weight_update_time: 0.1400319487, other_time: 2.8807983398
epoch time: 7.6593961716s, input_fired_time: 0.1593395472, output_fired_time: 0.0000000000, propagate_forward_time: 6.9918146133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082421303
validation[          , genome  6246] predictions:    9721/  10000 (97.21%), best:    9770/10000 (97.70%), error:       953.33063, best error:       807.42706 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.4180679321s, input_fired_time: 1.2809200287, output_fired_time: 1.2026361227, propagate_forward_time: 34.5637359619, propagate_backward_time: 52.4974250793, weight_update_time: 0.1394887120, other_time: 2.8733482361
epoch time: 7.5994129181s, input_fired_time: 0.1574702263, output_fired_time: 0.0000000000, propagate_forward_time: 6.9504604340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4914822578
validation[          , genome  6246] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       936.19910, best error:       807.42706 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.5098342896s, input_fired_time: 1.2831685543, output_fired_time: 1.2077492476, propagate_forward_time: 34.6168098450, propagate_backward_time: 52.5416450500, weight_update_time: 0.1396279335, other_time: 2.8604660034
epoch time: 7.6301660538s, input_fired_time: 0.1580411196, output_fired_time: 0.0000000000, propagate_forward_time: 6.9668297768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052952766
validation[          , genome  6246] predictions:    9704/  10000 (97.04%), best:    9770/10000 (97.70%), error:       979.54218, best error:       807.42706 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 92.7570343018s, input_fired_time: 1.2838501930, output_fired_time: 1.2100656033, propagate_forward_time: 34.7684249878, propagate_backward_time: 52.6606025696, weight_update_time: 0.1397083402, other_time: 2.8340873718
epoch time: 7.6225099564s, input_fired_time: 0.1596590281, output_fired_time: 0.0000000000, propagate_forward_time: 6.9701142311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927368164
validation[          , genome  6246] predictions:    9723/  10000 (97.23%), best:    9770/10000 (97.70%), error:       910.83307, best error:       807.42706 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.7740783691s, input_fired_time: 1.2876712084, output_fired_time: 1.2112692595, propagate_forward_time: 34.7607421875, propagate_backward_time: 52.6809120178, weight_update_time: 0.1386802346, other_time: 2.8334846497
epoch time: 7.5732741356s, input_fired_time: 0.1583319008, output_fired_time: 0.0000000000, propagate_forward_time: 6.9157705307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991717339
validation[          , genome  6246] predictions:    9676/  10000 (96.76%), best:    9770/10000 (97.70%), error:      1037.35388, best error:       807.42706 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 92.0546264648s, input_fired_time: 1.2802376747, output_fired_time: 1.2029399872, propagate_forward_time: 34.5579299927, propagate_backward_time: 52.1869430542, weight_update_time: 0.1385681182, other_time: 2.8265762329
epoch time: 7.6546168327s, input_fired_time: 0.1600189507, output_fired_time: 0.0000000000, propagate_forward_time: 6.9817852974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128126144
validation[          , genome  6246] predictions:    9707/  10000 (97.07%), best:    9770/10000 (97.70%), error:       975.60223, best error:       807.42706 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 92.6969070435s, input_fired_time: 1.2846121788, output_fired_time: 1.2062408924, propagate_forward_time: 34.7276802063, propagate_backward_time: 52.6245193481, weight_update_time: 0.1395373046, other_time: 2.8538551331
epoch time: 7.5666065216s, input_fired_time: 0.1609231234, output_fired_time: 0.0000000000, propagate_forward_time: 6.8952422142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104413033
validation[          , genome  6246] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       876.73273, best error:       807.42706 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.9728240967s, input_fired_time: 1.2803763151, output_fired_time: 1.1968857050, propagate_forward_time: 34.4511566162, propagate_backward_time: 52.1954498291, weight_update_time: 0.1390324831, other_time: 2.8489608765
epoch time: 7.6170945168s, input_fired_time: 0.1609717458, output_fired_time: 0.0000000000, propagate_forward_time: 6.9524049759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037178993
validation[          , genome  6246] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       921.61920, best error:       807.42706 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.5385284424s, input_fired_time: 1.2816873789, output_fired_time: 1.2063399553, propagate_forward_time: 34.6242294312, propagate_backward_time: 52.5814781189, weight_update_time: 0.1387493610, other_time: 2.8447990417
epoch time: 7.5539426804s, input_fired_time: 0.1584466696, output_fired_time: 0.0000000000, propagate_forward_time: 6.8830857277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124101639
validation[          , genome  6246] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       855.42322, best error:       807.42706 on epoch:    74, 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: 37.7320442200s, input_fired_time: 0.7810709476, output_fired_time: 0.0000000000, propagate_forward_time: 34.3298301697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6211433411
best training[          , genome  6246] predictions:   49467/  50000 (98.93%), best:    9770/10000 (97.70%), error:      1941.15063, best error:       807.42706 on epoch:    74, 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: 7.6142311096s, input_fired_time: 0.1557023227, output_fired_time: 0.0000000000, propagate_forward_time: 6.9638113976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947175980
   testing[          , genome  6246] predictions:    9774/  10000 (97.74%), best:    9770/10000 (97.70%), error:       757.52374, best error:       807.42706 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:33:22 (5328): called boinc_finish(0)

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