Nameexact_genome_1512568488_44_7135_1
Workunit2606983
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline17 Dec 2017, 13:58:50 UTC
Received8 Dec 2017, 17:03:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time6 hours 1 min 25 sec
CPU time4 hours 41 min 34 sec
Validate stateValid
Credit2,393.43
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.36 MB
Peak swap size159.35 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
), error:      1019.25421, best error:       969.08673 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 197.6645660400s, input_fired_time: 2.4073858261, output_fired_time: 1.8382091522, propagate_forward_time: 74.3073196411, propagate_backward_time: 115.2739715576, weight_update_time: 0.1398485303, other_time: 3.8376846313
epoch time: 11.4877643585s, input_fired_time: 0.2138753980, output_fired_time: 0.0000000000, propagate_forward_time: 10.7034482956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704402924
validation[          , genome  7135] predictions:    9704/  10000 (97.04%), best:    9709/10000 (97.09%), error:      1009.69006, best error:       969.08673 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 154.0446777344s, input_fired_time: 1.7853050232, output_fired_time: 1.7312687635, propagate_forward_time: 57.5148162842, propagate_backward_time: 89.7907104492, weight_update_time: 0.1380760968, other_time: 3.2225799561
epoch time: 12.2716255188s, input_fired_time: 0.2124718428, output_fired_time: 0.0000000000, propagate_forward_time: 11.4897108078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694427490
validation[          , genome  7135] predictions:    9707/  10000 (97.07%), best:    9709/10000 (97.09%), error:       971.97821, best error:       969.08673 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 149.8414001465s, input_fired_time: 1.8164012432, output_fired_time: 1.5454542637, propagate_forward_time: 55.4017677307, propagate_backward_time: 87.8218460083, weight_update_time: 0.1331879944, other_time: 3.2559280396
epoch time: 11.0024681091s, input_fired_time: 0.2081023902, output_fired_time: 0.0000000000, propagate_forward_time: 10.2423248291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520410538
validation[          , genome  7135] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       895.66302, best error:       895.66302 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 154.3195037842s, input_fired_time: 1.7624037266, output_fired_time: 1.6269778013, propagate_forward_time: 57.4431991577, propagate_backward_time: 90.1867065430, weight_update_time: 0.1354458630, other_time: 3.3002090454
epoch time: 11.1114549637s, input_fired_time: 0.2091228515, output_fired_time: 0.0000000000, propagate_forward_time: 10.3448715210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574607849
validation[          , genome  7135] predictions:    9691/  10000 (96.91%), best:    9738/10000 (97.38%), error:       978.31183, best error:       895.66302 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 159.0600738525s, input_fired_time: 1.8852888346, output_fired_time: 1.6514135599, propagate_forward_time: 59.3984718323, propagate_backward_time: 92.6354522705, weight_update_time: 0.1352866143, other_time: 3.4894561768
epoch time: 20.1297512054s, input_fired_time: 0.2399661690, output_fired_time: 0.0000000000, propagate_forward_time: 18.8333530426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0564327240
validation[          , genome  7135] predictions:    9669/  10000 (96.69%), best:    9738/10000 (97.38%), error:      1097.04736, best error:       895.66302 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 298.8218078613s, input_fired_time: 2.6479949951, output_fired_time: 3.1734466553, propagate_forward_time: 113.6598434448, propagate_backward_time: 172.6927490234, weight_update_time: 0.1502385885, other_time: 6.6477661133
epoch time: 17.9768352509s, input_fired_time: 0.2386395633, output_fired_time: 0.0000000000, propagate_forward_time: 16.8529052734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8852901459
validation[          , genome  7135] predictions:    9705/  10000 (97.05%), best:    9738/10000 (97.38%), error:       946.92853, best error:       895.66302 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 276.1560058594s, input_fired_time: 3.1623661518, output_fired_time: 3.7077059746, propagate_forward_time: 105.0290756226, propagate_backward_time: 158.7169189453, weight_update_time: 0.1503676325, other_time: 5.5399475098
epoch time: 22.1011219025s, input_fired_time: 0.3346983492, output_fired_time: 0.0000000000, propagate_forward_time: 21.0067844391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7596397400
validation[          , genome  7135] predictions:    9677/  10000 (96.77%), best:    9738/10000 (97.38%), error:      1168.90625, best error:       895.66302 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 306.1064147949s, input_fired_time: 3.8338575363, output_fired_time: 3.6431362629, propagate_forward_time: 115.5457992554, propagate_backward_time: 176.2386016846, weight_update_time: 0.1968448758, other_time: 6.8450164795
epoch time: 21.1469020844s, input_fired_time: 0.3036252260, output_fired_time: 0.0000000000, propagate_forward_time: 20.0982551575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450218201
validation[          , genome  7135] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:      1015.03583, best error:       895.66302 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 239.5998687744s, input_fired_time: 2.7010433674, output_fired_time: 2.4459407330, propagate_forward_time: 90.3753585815, propagate_backward_time: 138.7578277588, weight_update_time: 0.1499693096, other_time: 5.3196868896
epoch time: 18.6548595428s, input_fired_time: 0.4905216694, output_fired_time: 0.0000000000, propagate_forward_time: 16.8933887482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2709484100
validation[          , genome  7135] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       922.81952, best error:       895.66302 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 242.5482635498s, input_fired_time: 3.1989071369, output_fired_time: 3.1713144779, propagate_forward_time: 89.7379226685, propagate_backward_time: 140.8978576660, weight_update_time: 0.1500972807, other_time: 5.5422668457
epoch time: 19.0455589294s, input_fired_time: 0.2397151887, output_fired_time: 0.0000000000, propagate_forward_time: 18.1243801117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6814632416
validation[          , genome  7135] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       872.17902, best error:       872.17902 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 254.4649658203s, input_fired_time: 2.4063358307, output_fired_time: 2.7609515190, propagate_forward_time: 96.8594741821, propagate_backward_time: 147.4373321533, weight_update_time: 0.2436289936, other_time: 5.0008697510
epoch time: 21.7448520660s, input_fired_time: 0.2884128988, output_fired_time: 0.0000000000, propagate_forward_time: 20.2272148132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2292251587
validation[          , genome  7135] predictions:    9740/  10000 (97.40%), best:    9743/10000 (97.43%), error:       902.17725, best error:       872.17902 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 217.0321350098s, input_fired_time: 2.1522483826, output_fired_time: 3.0348474979, propagate_forward_time: 79.6293258667, propagate_backward_time: 127.9494934082, weight_update_time: 0.1444156617, other_time: 4.2662048340
epoch time: 13.2061758041s, input_fired_time: 0.2321738899, output_fired_time: 0.0000000000, propagate_forward_time: 12.3599052429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140966415
validation[          , genome  7135] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       834.75977, best error:       834.75977 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 153.4530792236s, input_fired_time: 1.8181669712, output_fired_time: 1.6599414349, propagate_forward_time: 57.2353858948, propagate_backward_time: 89.5093154907, weight_update_time: 0.1357243508, other_time: 3.2302780151
epoch time: 12.2130537033s, input_fired_time: 0.2267999202, output_fired_time: 0.0000000000, propagate_forward_time: 11.3930692673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931844711
validation[          , genome  7135] predictions:    9679/  10000 (96.79%), best:    9756/10000 (97.56%), error:      1083.49048, best error:       834.75977 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 156.7979125977s, input_fired_time: 1.7696558237, output_fired_time: 1.6796596050, propagate_forward_time: 58.4460792542, propagate_backward_time: 91.6447906494, weight_update_time: 0.1357156932, other_time: 3.2577362061
epoch time: 12.8554067612s, input_fired_time: 0.2345691174, output_fired_time: 0.0000000000, propagate_forward_time: 12.0077743530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6130628586
validation[          , genome  7135] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       831.44177, best error:       831.44177 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 148.2678070068s, input_fired_time: 1.8038686514, output_fired_time: 1.5884416103, propagate_forward_time: 55.1257667542, propagate_backward_time: 86.5708160400, weight_update_time: 0.1342360228, other_time: 3.1789245605
epoch time: 15.4462261200s, input_fired_time: 0.2645671368, output_fired_time: 0.0000000000, propagate_forward_time: 14.3558197021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8258390427
validation[          , genome  7135] predictions:    9691/  10000 (96.91%), best:    9756/10000 (97.56%), error:      1030.50952, best error:       831.44177 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 153.1676177979s, input_fired_time: 1.8338098526, output_fired_time: 1.6021555662, propagate_forward_time: 56.9499588013, propagate_backward_time: 89.5127944946, weight_update_time: 0.1376003772, other_time: 3.2688903809
epoch time: 12.1087989807s, input_fired_time: 0.2197531313, output_fired_time: 0.0000000000, propagate_forward_time: 11.2779130936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111326218
validation[          , genome  7135] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       898.06488, best error:       831.44177 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.8729095459s, input_fired_time: 1.7836430073, output_fired_time: 1.5893838406, propagate_forward_time: 55.8870964050, propagate_backward_time: 87.4320755005, weight_update_time: 0.1357357055, other_time: 3.1807022095
epoch time: 12.9947566986s, input_fired_time: 0.2275566906, output_fired_time: 0.0000000000, propagate_forward_time: 12.0957746506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714258194
validation[          , genome  7135] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       910.90112, best error:       831.44177 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 151.4171600342s, input_fired_time: 1.8512431383, output_fired_time: 1.6208548546, propagate_forward_time: 56.4819068909, propagate_backward_time: 88.2332305908, weight_update_time: 0.1341479719, other_time: 3.2299346924
epoch time: 11.9425830841s, input_fired_time: 0.2225318849, output_fired_time: 0.0000000000, propagate_forward_time: 11.1346397400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854110718
validation[          , genome  7135] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       905.55475, best error:       831.44177 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 159.9835205078s, input_fired_time: 1.8291652203, output_fired_time: 1.7032737732, propagate_forward_time: 59.7983589172, propagate_backward_time: 93.3632812500, weight_update_time: 0.1379900426, other_time: 3.2894439697
epoch time: 11.6008462906s, input_fired_time: 0.2175582200, output_fired_time: 0.0000000000, propagate_forward_time: 10.8104677200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728206635
validation[          , genome  7135] predictions:    9636/  10000 (96.36%), best:    9756/10000 (97.56%), error:      1210.96790, best error:       831.44177 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 150.5512542725s, input_fired_time: 1.7952448130, output_fired_time: 1.6303092241, propagate_forward_time: 56.0057258606, propagate_backward_time: 87.9183349609, weight_update_time: 0.1366316974, other_time: 3.2016448975
epoch time: 13.4839792252s, input_fired_time: 0.2216716409, output_fired_time: 0.0000000000, propagate_forward_time: 12.6774606705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848464966
validation[          , genome  7135] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       816.96204, best error:       816.96204 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 159.1597900391s, input_fired_time: 1.7995947599, output_fired_time: 1.6669763327, propagate_forward_time: 59.4655380249, propagate_backward_time: 92.9431228638, weight_update_time: 0.1385751963, other_time: 3.2845611572
epoch time: 13.3569269180s, input_fired_time: 0.2406036705, output_fired_time: 0.0000000000, propagate_forward_time: 12.4859619141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303615570
validation[          , genome  7135] predictions:    9695/  10000 (96.95%), best:    9756/10000 (97.56%), error:      1068.37512, best error:       816.96204 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 170.8294372559s, input_fired_time: 1.9843889475, output_fired_time: 1.9034355879, propagate_forward_time: 63.9439048767, propagate_backward_time: 99.2899627686, weight_update_time: 0.1902300268, other_time: 3.7077331543
epoch time: 12.2398710251s, input_fired_time: 0.2272376865, output_fired_time: 0.0000000000, propagate_forward_time: 11.4173088074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953245163
validation[          , genome  7135] predictions:    9601/  10000 (96.01%), best:    9756/10000 (97.56%), error:      1279.24170, best error:       816.96204 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 164.6021270752s, input_fired_time: 2.0178282261, output_fired_time: 1.9624325037, propagate_forward_time: 61.2004394531, propagate_backward_time: 95.7799072266, weight_update_time: 0.1410144418, other_time: 3.6415252686
epoch time: 11.7781991959s, input_fired_time: 0.2117028832, output_fired_time: 0.0000000000, propagate_forward_time: 11.0066423416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598535538
validation[          , genome  7135] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       948.51392, best error:       816.96204 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 156.7955017090s, input_fired_time: 1.8677761555, output_fired_time: 1.5987193584, propagate_forward_time: 58.5453109741, propagate_backward_time: 91.4800415039, weight_update_time: 0.1363228709, other_time: 3.3036422729
epoch time: 12.4680871964s, input_fired_time: 0.2865706384, output_fired_time: 0.0000000000, propagate_forward_time: 11.5457811356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357355118
validation[          , genome  7135] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       903.00031, best error:       816.96204 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 161.4040527344s, input_fired_time: 1.8786697388, output_fired_time: 1.6325944662, propagate_forward_time: 60.1985130310, propagate_backward_time: 94.2600326538, weight_update_time: 0.1397558600, other_time: 3.4342422485
epoch time: 12.1342267990s, input_fired_time: 0.2263155729, output_fired_time: 0.0000000000, propagate_forward_time: 11.3159999847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919113159
validation[          , genome  7135] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       882.31329, best error:       816.96204 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 158.8288726807s, input_fired_time: 1.8210991621, output_fired_time: 1.6440521479, propagate_forward_time: 59.1915168762, propagate_backward_time: 92.8857421875, weight_update_time: 0.1414501369, other_time: 3.2864532471
epoch time: 11.6549148560s, input_fired_time: 0.2140489072, output_fired_time: 0.0000000000, propagate_forward_time: 10.8268146515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140508652
validation[          , genome  7135] predictions:    9754/  10000 (97.54%), best:    9756/10000 (97.56%), error:       869.53052, best error:       816.96204 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 149.7715759277s, input_fired_time: 1.8264522552, output_fired_time: 1.6425926685, propagate_forward_time: 55.6617584229, propagate_backward_time: 87.4797134399, weight_update_time: 0.1346742660, other_time: 3.1610641479
epoch time: 12.5178594589s, input_fired_time: 0.2200403661, output_fired_time: 0.0000000000, propagate_forward_time: 11.7227687836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750503540
validation[          , genome  7135] predictions:    9739/  10000 (97.39%), best:    9756/10000 (97.56%), error:       867.82019, best error:       816.96204 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 242.0291442871s, input_fired_time: 2.7951533794, output_fired_time: 1.8638712168, propagate_forward_time: 90.3327331543, propagate_backward_time: 141.8088073730, weight_update_time: 0.1459383219, other_time: 5.2285766602
epoch time: 21.9672069550s, input_fired_time: 0.2433997840, output_fired_time: 0.0000000000, propagate_forward_time: 20.9772262573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7465801239
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       807.09399, best error:       807.09399 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 298.8937683105s, input_fired_time: 3.5849568844, output_fired_time: 4.2720661163, propagate_forward_time: 110.4478683472, propagate_backward_time: 174.4407043457, weight_update_time: 0.2437109649, other_time: 6.1481628418
epoch time: 23.1623535156s, input_fired_time: 0.2423173040, output_fired_time: 0.0000000000, propagate_forward_time: 21.8142566681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1057796478
validation[          , genome  7135] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       913.44989, best error:       807.09399 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 298.0873107910s, input_fired_time: 3.1362950802, output_fired_time: 3.7774040699, propagate_forward_time: 110.2596511841, propagate_backward_time: 175.1225128174, weight_update_time: 0.2434495091, other_time: 5.7914581299
epoch time: 22.8800067902s, input_fired_time: 0.2440310568, output_fired_time: 0.0000000000, propagate_forward_time: 21.7330398560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9029350281
validation[          , genome  7135] predictions:    9696/  10000 (96.96%), best:    9764/10000 (97.64%), error:       992.47736, best error:       807.09399 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 303.0261230469s, input_fired_time: 3.5286581516, output_fired_time: 3.5569593906, propagate_forward_time: 112.4193344116, propagate_backward_time: 177.0384063721, weight_update_time: 0.4626108408, other_time: 6.4827728271
epoch time: 28.3603610992s, input_fired_time: 0.4931334853, output_fired_time: 0.0000000000, propagate_forward_time: 26.8087024689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0585250854
validation[          , genome  7135] predictions:    9698/  10000 (96.98%), best:    9764/10000 (97.64%), error:       985.47620, best error:       807.09399 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 345.5263061523s, input_fired_time: 4.5872192383, output_fired_time: 3.0340857506, propagate_forward_time: 127.8451385498, propagate_backward_time: 203.6516265869, weight_update_time: 0.2434683293, other_time: 6.4082336426
epoch time: 24.3638229370s, input_fired_time: 0.7126783729, output_fired_time: 0.0000000000, propagate_forward_time: 22.8929653168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7581787109
validation[          , genome  7135] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       889.44891, best error:       807.09399 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 274.9014587402s, input_fired_time: 2.6956012249, output_fired_time: 2.8013644218, propagate_forward_time: 103.7406311035, propagate_backward_time: 161.0421447754, weight_update_time: 0.1505356580, other_time: 4.6217346191
epoch time: 21.7537918091s, input_fired_time: 0.2429860085, output_fired_time: 0.0000000000, propagate_forward_time: 20.6573848724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8534202576
validation[          , genome  7135] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       936.67444, best error:       807.09399 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 211.3012390137s, input_fired_time: 2.4344964027, output_fired_time: 1.9839507341, propagate_forward_time: 79.6655273438, propagate_backward_time: 122.7831726074, weight_update_time: 0.1408485472, other_time: 4.4340972900
epoch time: 12.6916885376s, input_fired_time: 0.2196758986, output_fired_time: 0.0000000000, propagate_forward_time: 11.7689809799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7030315399
validation[          , genome  7135] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       866.97406, best error:       807.09399 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 155.9142150879s, input_fired_time: 1.7702463865, output_fired_time: 1.7735321522, propagate_forward_time: 58.1801605225, propagate_backward_time: 90.9406738281, weight_update_time: 0.1345093995, other_time: 3.2496032715
epoch time: 12.1628322601s, input_fired_time: 0.2261665761, output_fired_time: 0.0000000000, propagate_forward_time: 11.3483695984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882959366
validation[          , genome  7135] predictions:    9601/  10000 (96.01%), best:    9764/10000 (97.64%), error:      1283.21313, best error:       807.09399 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 154.3382568359s, input_fired_time: 1.7904169559, output_fired_time: 1.7146399021, propagate_forward_time: 57.1323661804, propagate_backward_time: 90.2717132568, weight_update_time: 0.1367294639, other_time: 3.4291076660
epoch time: 12.6644096375s, input_fired_time: 0.2278623283, output_fired_time: 0.0000000000, propagate_forward_time: 11.8420314789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945158005
validation[          , genome  7135] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       840.75897, best error:       807.09399 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 155.3901214600s, input_fired_time: 1.7892444134, output_fired_time: 1.5849312544, propagate_forward_time: 57.5401229858, propagate_backward_time: 91.2687911987, weight_update_time: 0.1370812804, other_time: 3.2070312500
epoch time: 11.9603300095s, input_fired_time: 0.2170344442, output_fired_time: 0.0000000000, propagate_forward_time: 11.1762046814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670909882
validation[          , genome  7135] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       899.15161, best error:       807.09399 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 157.6907806396s, input_fired_time: 1.9114030600, output_fired_time: 1.7329330444, propagate_forward_time: 58.6161193848, propagate_backward_time: 92.1001358032, weight_update_time: 0.1365620196, other_time: 3.3301925659
epoch time: 12.4782447815s, input_fired_time: 0.2308012098, output_fired_time: 0.0000000000, propagate_forward_time: 11.6464357376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010074615
validation[          , genome  7135] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       921.03479, best error:       807.09399 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 156.5305328369s, input_fired_time: 1.7783339024, output_fired_time: 1.5621776581, propagate_forward_time: 59.0609207153, propagate_backward_time: 90.9486236572, weight_update_time: 0.1358032823, other_time: 3.1804733276
epoch time: 13.4649944305s, input_fired_time: 0.2265008986, output_fired_time: 0.0000000000, propagate_forward_time: 12.5541772842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6843166351
validation[          , genome  7135] predictions:    9667/  10000 (96.67%), best:    9764/10000 (97.64%), error:      1046.85754, best error:       807.09399 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 156.7104492188s, input_fired_time: 1.7944737673, output_fired_time: 1.7205725908, propagate_forward_time: 58.0676612854, propagate_backward_time: 91.9254074097, weight_update_time: 0.1368984580, other_time: 3.2023391724
epoch time: 12.3051652908s, input_fired_time: 0.2200967520, output_fired_time: 0.0000000000, propagate_forward_time: 11.5121088028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729598999
validation[          , genome  7135] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       839.96838, best error:       807.09399 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 156.1396942139s, input_fired_time: 1.8169988394, output_fired_time: 1.7259296179, propagate_forward_time: 58.3255310059, propagate_backward_time: 91.0173492432, weight_update_time: 0.1383730024, other_time: 3.2538757324
epoch time: 12.1481370926s, input_fired_time: 0.2269770503, output_fired_time: 0.0000000000, propagate_forward_time: 11.3312559128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899038315
validation[          , genome  7135] predictions:    9711/  10000 (97.11%), best:    9764/10000 (97.64%), error:       972.96802, best error:       807.09399 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 159.1500396729s, input_fired_time: 2.0440473557, output_fired_time: 1.6326279640, propagate_forward_time: 59.5099487305, propagate_backward_time: 92.6846389771, weight_update_time: 0.1396652311, other_time: 3.2787704468
epoch time: 13.0078687668s, input_fired_time: 0.2357555032, output_fired_time: 0.0000000000, propagate_forward_time: 12.1594419479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126708984
validation[          , genome  7135] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       797.81787, best error:       797.81787 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 165.1753845215s, input_fired_time: 2.1031205654, output_fired_time: 1.8312672377, propagate_forward_time: 61.6941223145, propagate_backward_time: 96.1066894531, weight_update_time: 0.1394102871, other_time: 3.4401855469
epoch time: 11.2670726776s, input_fired_time: 0.2170185596, output_fired_time: 0.0000000000, propagate_forward_time: 10.4876928329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623617172
validation[          , genome  7135] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       836.66016, best error:       797.81787 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 160.2206268311s, input_fired_time: 1.8016902208, output_fired_time: 1.5947456360, propagate_forward_time: 59.7647476196, propagate_backward_time: 93.6347579956, weight_update_time: 0.1370632201, other_time: 3.4246826172
epoch time: 12.2488107681s, input_fired_time: 0.2237888128, output_fired_time: 0.0000000000, propagate_forward_time: 11.3335771561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914443970
validation[          , genome  7135] predictions:    9752/  10000 (97.52%), best:    9767/10000 (97.67%), error:       858.21356, best error:       797.81787 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 170.8159484863s, input_fired_time: 1.9250057936, output_fired_time: 1.8998810053, propagate_forward_time: 63.8440933228, propagate_backward_time: 99.1685943604, weight_update_time: 0.2482087016, other_time: 3.9783706665
epoch time: 11.5501022339s, input_fired_time: 0.2187138051, output_fired_time: 0.0000000000, propagate_forward_time: 10.7653846741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5660037994
validation[          , genome  7135] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       853.61737, best error:       797.81787 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 305.3878479004s, input_fired_time: 2.7741007805, output_fired_time: 3.4855830669, propagate_forward_time: 114.8308410645, propagate_backward_time: 176.8673553467, weight_update_time: 0.1490866393, other_time: 7.4299468994
epoch time: 25.2505474091s, input_fired_time: 0.4952586293, output_fired_time: 0.0000000000, propagate_forward_time: 23.6040248871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1512641907
validation[          , genome  7135] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       783.60840, best error:       783.60840 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 271.1948547363s, input_fired_time: 3.1273176670, output_fired_time: 2.4910202026, propagate_forward_time: 102.3026504517, propagate_backward_time: 157.2733001709, weight_update_time: 0.1500338167, other_time: 6.0005645752
epoch time: 22.4493865967s, input_fired_time: 0.4782820940, output_fired_time: 0.0000000000, propagate_forward_time: 20.8526134491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1184902191
validation[          , genome  7135] predictions:    9730/  10000 (97.30%), best:    9766/10000 (97.66%), error:       895.40765, best error:       783.60840 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 275.5332336426s, input_fired_time: 4.1745243073, output_fired_time: 2.9334416389, propagate_forward_time: 104.6986312866, propagate_backward_time: 158.6927947998, weight_update_time: 0.6498739123, other_time: 5.0338287354
epoch time: 23.0826778412s, input_fired_time: 0.3859142363, output_fired_time: 0.0000000000, propagate_forward_time: 21.5372982025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1594657898
validation[          , genome  7135] predictions:    9732/  10000 (97.32%), best:    9766/10000 (97.66%), error:       876.90692, best error:       783.60840 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 261.2702941895s, input_fired_time: 3.0200393200, output_fired_time: 2.4775054455, propagate_forward_time: 98.0395965576, propagate_backward_time: 152.6523742676, weight_update_time: 0.1498705149, other_time: 5.0807647705
epoch time: 22.2703266144s, input_fired_time: 0.2507875264, output_fired_time: 0.0000000000, propagate_forward_time: 21.0262107849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9933280945
validation[          , genome  7135] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       737.16357, best error:       737.16357 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 283.1079406738s, input_fired_time: 2.7191247940, output_fired_time: 3.5916881561, propagate_forward_time: 106.0227661133, propagate_backward_time: 163.8116912842, weight_update_time: 0.1498101056, other_time: 6.9626922607
epoch time: 27.4190711975s, input_fired_time: 0.9177817702, output_fired_time: 0.0000000000, propagate_forward_time: 24.7727165222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7285728455
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       848.27411, best error:       737.16357 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 326.4530944824s, input_fired_time: 3.5716383457, output_fired_time: 2.9101381302, propagate_forward_time: 123.1724929810, propagate_backward_time: 189.3040466309, weight_update_time: 0.1494665295, other_time: 7.4948120117
epoch time: 26.2779293060s, input_fired_time: 0.2551180422, output_fired_time: 0.0000000000, propagate_forward_time: 24.4505405426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5722713470
validation[          , genome  7135] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       841.59442, best error:       737.16357 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 318.1356506348s, input_fired_time: 4.4283976555, output_fired_time: 2.8522937298, propagate_forward_time: 119.3055801392, propagate_backward_time: 185.5166015625, weight_update_time: 0.1499723643, other_time: 6.0327758789
epoch time: 21.2558689117s, input_fired_time: 0.2460959703, output_fired_time: 0.0000000000, propagate_forward_time: 20.1220188141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8877544403
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       730.56189, best error:       730.56189 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 271.8749389648s, input_fired_time: 2.4891686440, output_fired_time: 2.0061023235, propagate_forward_time: 104.5601501465, propagate_backward_time: 157.4434509277, weight_update_time: 0.6498650908, other_time: 5.3760681152
epoch time: 24.4588108063s, input_fired_time: 0.2471772581, output_fired_time: 0.0000000000, propagate_forward_time: 23.2438182831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9678153992
validation[          , genome  7135] predictions:    9787/  10000 (97.87%), best:    9784/10000 (97.84%), error:       794.87769, best error:       730.56189 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 269.2425842285s, input_fired_time: 3.4831893444, output_fired_time: 2.9635221958, propagate_forward_time: 99.5959320068, propagate_backward_time: 158.0476531982, weight_update_time: 0.2590774894, other_time: 5.1522827148
epoch time: 18.9855670929s, input_fired_time: 0.8097859621, output_fired_time: 0.0000000000, propagate_forward_time: 17.4269466400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488346100
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       824.54858, best error:       730.56189 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 261.1812438965s, input_fired_time: 3.0486526489, output_fired_time: 2.8458228111, propagate_forward_time: 96.9362640381, propagate_backward_time: 153.7889709473, weight_update_time: 0.1483929306, other_time: 4.5615386963
epoch time: 12.6488485336s, input_fired_time: 0.2292626798, output_fired_time: 0.0000000000, propagate_forward_time: 11.8260869980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934991837
validation[          , genome  7135] predictions:    9742/  10000 (97.42%), best:    9784/10000 (97.84%), error:       901.80139, best error:       730.56189 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 152.4752960205s, input_fired_time: 1.8286021948, output_fired_time: 1.8818167448, propagate_forward_time: 56.0771446228, propagate_backward_time: 89.2472610474, weight_update_time: 0.2263398767, other_time: 3.4404678345
epoch time: 13.6905069351s, input_fired_time: 0.2242250443, output_fired_time: 0.0000000000, propagate_forward_time: 12.8982229233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680589676
validation[          , genome  7135] predictions:    9773/  10000 (97.73%), best:    9784/10000 (97.84%), error:       781.57666, best error:       730.56189 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 153.7354888916s, input_fired_time: 1.8768852949, output_fired_time: 1.6275047064, propagate_forward_time: 57.0275192261, propagate_backward_time: 89.8882751465, weight_update_time: 0.1343640387, other_time: 3.3152999878
epoch time: 12.5920124054s, input_fired_time: 0.2241549194, output_fired_time: 0.0000000000, propagate_forward_time: 11.7248945236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429634094
validation[          , genome  7135] predictions:    9778/  10000 (97.78%), best:    9784/10000 (97.84%), error:       804.03833, best error:       730.56189 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 151.9488677979s, input_fired_time: 1.7783086300, output_fired_time: 1.6916153431, propagate_forward_time: 56.3038558960, propagate_backward_time: 88.6907501221, weight_update_time: 0.2118373364, other_time: 3.4843368530
epoch time: 12.1426868439s, input_fired_time: 0.2182146460, output_fired_time: 0.0000000000, propagate_forward_time: 11.3627395630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617322922
validation[          , genome  7135] predictions:    9685/  10000 (96.85%), best:    9784/10000 (97.84%), error:      1093.22559, best error:       730.56189 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 156.8770904541s, input_fired_time: 1.8391581774, output_fired_time: 1.7117204666, propagate_forward_time: 58.2488441467, propagate_backward_time: 91.6830444336, weight_update_time: 0.1813730001, other_time: 3.3943328857
epoch time: 14.5342426300s, input_fired_time: 0.2615719140, output_fired_time: 0.0000000000, propagate_forward_time: 13.4353876114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8372831345
validation[          , genome  7135] predictions:    9649/  10000 (96.49%), best:    9784/10000 (97.84%), error:      1197.03052, best error:       730.56189 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 152.0334472656s, input_fired_time: 1.7836158276, output_fired_time: 1.6361906528, propagate_forward_time: 56.4558868408, propagate_backward_time: 88.8974685669, weight_update_time: 0.1340460777, other_time: 3.2602920532
epoch time: 12.4775066376s, input_fired_time: 0.2860791981, output_fired_time: 0.0000000000, propagate_forward_time: 11.5877170563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6037101746
validation[          , genome  7135] predictions:    9788/  10000 (97.88%), best:    9784/10000 (97.84%), error:       744.96234, best error:       730.56189 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 156.2518310547s, input_fired_time: 1.8435748816, output_fired_time: 1.6517747641, propagate_forward_time: 58.0366821289, propagate_backward_time: 91.3424911499, weight_update_time: 0.1824057251, other_time: 3.3772964478
epoch time: 13.2405071259s, input_fired_time: 0.2324663252, output_fired_time: 0.0000000000, propagate_forward_time: 12.3156852722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923551559
validation[          , genome  7135] predictions:    9772/  10000 (97.72%), best:    9784/10000 (97.84%), error:       786.25720, best error:       730.56189 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 157.3260192871s, input_fired_time: 1.9003807306, output_fired_time: 1.6107692719, propagate_forward_time: 58.6116676331, propagate_backward_time: 91.9508514404, weight_update_time: 0.1383351237, other_time: 3.2523651123
epoch time: 11.8904714584s, input_fired_time: 0.2273094058, output_fired_time: 0.0000000000, propagate_forward_time: 11.0813188553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818433762
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       799.34351, best error:       730.56189 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 156.0490875244s, input_fired_time: 1.8823394775, output_fired_time: 1.6914297342, propagate_forward_time: 57.8817863464, propagate_backward_time: 91.2105255127, weight_update_time: 0.1362896711, other_time: 3.3829956055
epoch time: 13.5880298615s, input_fired_time: 0.2667958438, output_fired_time: 0.0000000000, propagate_forward_time: 12.7108812332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103525162
validation[          , genome  7135] predictions:    9751/  10000 (97.51%), best:    9784/10000 (97.84%), error:       855.48969, best error:       730.56189 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 153.4378356934s, input_fired_time: 1.8480477333, output_fired_time: 1.6185370684, propagate_forward_time: 57.0781250000, propagate_backward_time: 89.6013870239, weight_update_time: 0.1375983357, other_time: 3.2917404175
epoch time: 12.1157674789s, input_fired_time: 0.2423956543, output_fired_time: 0.0000000000, propagate_forward_time: 11.2905330658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828390121
validation[          , genome  7135] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       768.20300, best error:       730.56189 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 151.7044830322s, input_fired_time: 1.8401943445, output_fired_time: 1.5678437948, propagate_forward_time: 56.1628570557, propagate_backward_time: 88.8170471191, weight_update_time: 0.1344521046, other_time: 3.3165435791
epoch time: 12.0870418549s, input_fired_time: 0.2297244966, output_fired_time: 0.0000000000, propagate_forward_time: 11.2684822083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888347626
validation[          , genome  7135] predictions:    9747/  10000 (97.47%), best:    9784/10000 (97.84%), error:       823.43140, best error:       730.56189 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 147.9514160156s, input_fired_time: 1.8097759485, output_fired_time: 1.6126662493, propagate_forward_time: 54.8109474182, propagate_backward_time: 86.5526504517, weight_update_time: 0.1333374679, other_time: 3.1653823853
epoch time: 11.7750082016s, input_fired_time: 0.2226988077, output_fired_time: 0.0000000000, propagate_forward_time: 10.9624223709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898866653
validation[          , genome  7135] predictions:    9767/  10000 (97.67%), best:    9784/10000 (97.84%), error:       799.61316, best error:       730.56189 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.6439819336s, input_fired_time: 1.7801409960, output_fired_time: 1.5516912937, propagate_forward_time: 55.0265769958, propagate_backward_time: 87.0716171265, weight_update_time: 0.1352595538, other_time: 3.2139511108
epoch time: 11.0482730865s, input_fired_time: 0.2152188718, output_fired_time: 0.0000000000, propagate_forward_time: 10.2788496017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542049408
validation[          , genome  7135] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       871.65692, best error:       730.56189 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 153.6446533203s, input_fired_time: 1.8769143820, output_fired_time: 1.6960602999, propagate_forward_time: 56.7946319580, propagate_backward_time: 89.9285888672, weight_update_time: 0.1671737134, other_time: 3.3484649658
epoch time: 11.6699314117s, input_fired_time: 0.2232942432, output_fired_time: 0.0000000000, propagate_forward_time: 10.8689117432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777254105
validation[          , genome  7135] predictions:    9699/  10000 (96.99%), best:    9784/10000 (97.84%), error:      1027.47217, best error:       730.56189 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 146.9570922852s, input_fired_time: 1.8115942478, output_fired_time: 1.5622682571, propagate_forward_time: 54.4192085266, propagate_backward_time: 86.0222930908, weight_update_time: 0.1321777105, other_time: 3.1417236328
epoch time: 12.1578598022s, input_fired_time: 0.2425022125, output_fired_time: 0.0000000000, propagate_forward_time: 11.3164415359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989160538
validation[          , genome  7135] predictions:    9530/  10000 (95.30%), best:    9784/10000 (97.84%), error:      1529.70410, best error:       730.56189 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 155.7869720459s, input_fired_time: 1.8159211874, output_fired_time: 1.6101855040, propagate_forward_time: 57.9248046875, propagate_backward_time: 91.0651702881, weight_update_time: 0.1372415125, other_time: 3.3708953857
epoch time: 12.7292070389s, input_fired_time: 0.2267687172, output_fired_time: 0.0000000000, propagate_forward_time: 11.9149246216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875139236
validation[          , genome  7135] predictions:    9769/  10000 (97.69%), best:    9784/10000 (97.84%), error:       757.13934, best error:       730.56189 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 153.2491607666s, input_fired_time: 1.8735156059, output_fired_time: 1.5894765854, propagate_forward_time: 57.0098075867, propagate_backward_time: 89.4223175049, weight_update_time: 0.1368072480, other_time: 3.3540344238
epoch time: 12.6794271469s, input_fired_time: 0.2239930779, output_fired_time: 0.0000000000, propagate_forward_time: 11.8775901794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5778436661
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       790.20642, best error:       730.56189 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 160.2148742676s, input_fired_time: 1.9144567251, output_fired_time: 1.6647406816, propagate_forward_time: 59.8444900513, propagate_backward_time: 93.4746475220, weight_update_time: 0.1423123181, other_time: 3.3165435791
epoch time: 12.2215194702s, input_fired_time: 0.2155224383, output_fired_time: 0.0000000000, propagate_forward_time: 11.4220066071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839900970
validation[          , genome  7135] predictions:    9754/  10000 (97.54%), best:    9784/10000 (97.84%), error:       874.91772, best error:       730.56189 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 152.9890747070s, input_fired_time: 1.8112198114, output_fired_time: 1.5807995796, propagate_forward_time: 56.8244056702, propagate_backward_time: 89.4953308105, weight_update_time: 0.1362107992, other_time: 3.2773284912
epoch time: 12.2278995514s, input_fired_time: 0.2292053849, output_fired_time: 0.0000000000, propagate_forward_time: 11.4105520248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881423950
validation[          , genome  7135] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       765.80719, best error:       730.56189 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 150.5164947510s, input_fired_time: 1.8383605480, output_fired_time: 1.5636267662, propagate_forward_time: 55.7117576599, propagate_backward_time: 88.2485275269, weight_update_time: 0.1345207095, other_time: 3.1542129517
epoch time: 12.5756444931s, input_fired_time: 0.2349347472, output_fired_time: 0.0000000000, propagate_forward_time: 11.7106542587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300554276
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       768.10480, best error:       730.56189 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 152.9528503418s, input_fired_time: 1.8262296915, output_fired_time: 1.6055300236, propagate_forward_time: 56.9626541138, propagate_backward_time: 89.3327255249, weight_update_time: 0.1375742257, other_time: 3.2257080078
epoch time: 12.0141353607s, input_fired_time: 0.2298070043, output_fired_time: 0.0000000000, propagate_forward_time: 11.1946039200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897245407
validation[          , genome  7135] predictions:    9757/  10000 (97.57%), best:    9784/10000 (97.84%), error:       827.35913, best error:       730.56189 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 153.0560607910s, input_fired_time: 1.8415573835, output_fired_time: 1.5986045599, propagate_forward_time: 56.7730102539, propagate_backward_time: 89.5376510620, weight_update_time: 0.1685504764, other_time: 3.3052444458
epoch time: 12.2735748291s, input_fired_time: 0.2327975929, output_fired_time: 0.0000000000, propagate_forward_time: 11.4377803802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029968262
validation[          , genome  7135] predictions:    9752/  10000 (97.52%), best:    9784/10000 (97.84%), error:       864.86237, best error:       730.56189 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 153.6811065674s, input_fired_time: 1.8347162008, output_fired_time: 1.6267721653, propagate_forward_time: 57.3598213196, propagate_backward_time: 89.5528335571, weight_update_time: 0.1385942101, other_time: 3.3069686890
epoch time: 12.7676630020s, input_fired_time: 0.2294961661, output_fired_time: 0.0000000000, propagate_forward_time: 11.9074840546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306829453
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       754.33191, best error:       730.56189 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.5468902588s, input_fired_time: 1.8510496616, output_fired_time: 1.5719647408, propagate_forward_time: 56.5761680603, propagate_backward_time: 88.3864746094, weight_update_time: 0.1348504424, other_time: 3.1612396240
epoch time: 11.3492298126s, input_fired_time: 0.2519713044, output_fired_time: 0.0000000000, propagate_forward_time: 10.5073909760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898675919
validation[          , genome  7135] predictions:    9676/  10000 (96.76%), best:    9784/10000 (97.84%), error:      1075.75220, best error:       730.56189 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 150.0271301270s, input_fired_time: 1.9610733986, output_fired_time: 1.5303539038, propagate_forward_time: 55.4393730164, propagate_backward_time: 87.7829284668, weight_update_time: 0.1325888932, other_time: 3.3134002686
epoch time: 11.9938898087s, input_fired_time: 0.2250330150, output_fired_time: 0.0000000000, propagate_forward_time: 11.1864624023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823945999
validation[          , genome  7135] predictions:    9768/  10000 (97.68%), best:    9784/10000 (97.84%), error:       813.50641, best error:       730.56189 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 150.4089813232s, input_fired_time: 1.8079105616, output_fired_time: 1.5548632145, propagate_forward_time: 55.8882217407, propagate_backward_time: 87.9490203857, weight_update_time: 0.1300299019, other_time: 3.2089614868
epoch time: 12.2326440811s, input_fired_time: 0.2628365755, output_fired_time: 0.0000000000, propagate_forward_time: 11.4175205231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522871017
validation[          , genome  7135] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       810.75226, best error:       730.56189 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 144.5346069336s, input_fired_time: 1.7801659107, output_fired_time: 1.5272625685, propagate_forward_time: 53.3435401917, propagate_backward_time: 84.8120956421, weight_update_time: 0.1278734058, other_time: 3.0715408325
epoch time: 11.7478532791s, input_fired_time: 0.2233100682, output_fired_time: 0.0000000000, propagate_forward_time: 10.9112892151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6132535934
validation[          , genome  7135] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       856.58099, best error:       730.56189 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 143.8545532227s, input_fired_time: 1.7901090384, output_fired_time: 1.5598270893, propagate_forward_time: 53.2729225159, propagate_backward_time: 84.0236129761, weight_update_time: 0.1291138977, other_time: 3.2080764771
epoch time: 11.2869930267s, input_fired_time: 0.2122353613, output_fired_time: 0.0000000000, propagate_forward_time: 10.5362396240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385179520
validation[          , genome  7135] predictions:    9753/  10000 (97.53%), best:    9784/10000 (97.84%), error:       825.38922, best error:       730.56189 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 144.5142822266s, input_fired_time: 1.7420732975, output_fired_time: 1.6605057716, propagate_forward_time: 53.4222068787, propagate_backward_time: 84.5182189941, weight_update_time: 0.1283469498, other_time: 3.1712646484
epoch time: 11.0321807861s, input_fired_time: 0.2173892409, output_fired_time: 0.0000000000, propagate_forward_time: 10.2605485916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542430878
validation[          , genome  7135] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       828.95117, best error:       730.56189 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 141.9190979004s, input_fired_time: 1.7976452112, output_fired_time: 1.4966732264, propagate_forward_time: 52.3953514099, propagate_backward_time: 83.1260147095, weight_update_time: 0.1289163083, other_time: 3.1034164429
epoch time: 11.0904283524s, input_fired_time: 0.2184404135, output_fired_time: 0.0000000000, propagate_forward_time: 10.3167209625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552673340
validation[          , genome  7135] predictions:    9762/  10000 (97.62%), best:    9784/10000 (97.84%), error:       795.64282, best error:       730.56189 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 144.8719482422s, input_fired_time: 1.7858098745, output_fired_time: 1.5402526855, propagate_forward_time: 53.5689277649, propagate_backward_time: 84.8991928101, weight_update_time: 0.1289531589, other_time: 3.0777664185
epoch time: 11.8358974457s, input_fired_time: 0.2153698653, output_fired_time: 0.0000000000, propagate_forward_time: 11.0718584061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486688614
validation[          , genome  7135] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       895.88623, best error:       730.56189 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.5103759766s, input_fired_time: 1.8143776655, output_fired_time: 1.5679180622, propagate_forward_time: 54.4081802368, propagate_backward_time: 85.5087738037, weight_update_time: 0.1294369847, other_time: 3.2111282349
epoch time: 11.8835754395s, input_fired_time: 0.2639573514, output_fired_time: 0.0000000000, propagate_forward_time: 11.0117712021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6078472137
validation[          , genome  7135] predictions:    9742/  10000 (97.42%), best:    9784/10000 (97.84%), error:       852.48975, best error:       730.56189 on epoch:    66, 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: 56.9197502136s, input_fired_time: 1.0861225128, output_fired_time: 0.0000000000, propagate_forward_time: 52.9153213501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9183044434
best training[          , genome  7135] predictions:   49539/  50000 (99.08%), best:    9784/10000 (97.84%), error:      1714.82507, best error:       730.56189 on epoch:    66, 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: 11.7253885269s, input_fired_time: 0.2094320953, output_fired_time: 0.0000000000, propagate_forward_time: 10.9356117249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5803451538
   testing[          , genome  7135] predictions:    9793/  10000 (97.93%), best:    9784/10000 (97.84%), error:       690.19257, best error:       730.56189 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:40:20 (10116): called boinc_finish(0)

</stderr_txt>
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