Nameexact_genome_1512568488_42_6649_1
Workunit2604446
Created7 Dec 2017, 21:02:37 UTC
Sent7 Dec 2017, 21:09:38 UTC
Report deadline18 Dec 2017, 5:21:12 UTC
Received8 Dec 2017, 15:55:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time6 hours 3 min 18 sec
CPU time5 hours 56 min 19 sec
Validate stateValid
Credit2,585.34
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.09 MB
Peak swap size162.45 MB
Peak disk usage3.01 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
68.37988 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 233.6126556396s, input_fired_time: 2.8599560261, output_fired_time: 2.6764769554, propagate_forward_time: 88.7490692139, propagate_backward_time: 133.5096588135, weight_update_time: 0.2532390952, other_time: 5.8174896240
epoch time: 17.3713989258s, input_fired_time: 0.3250263631, output_fired_time: 0.0000000000, propagate_forward_time: 16.2846908569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7616825104
validation[          , genome  6649] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       815.81635, best error:       768.37988 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 211.2378387451s, input_fired_time: 2.5503399372, output_fired_time: 2.4113962650, propagate_forward_time: 80.5180740356, propagate_backward_time: 121.4569396973, weight_update_time: 0.2280868143, other_time: 4.3010940552
epoch time: 17.1720523834s, input_fired_time: 0.3168823421, output_fired_time: 0.0000000000, propagate_forward_time: 16.1009540558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7542152405
validation[          , genome  6649] predictions:    9716/  10000 (97.16%), best:    9776/10000 (97.76%), error:       944.51501, best error:       768.37988 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 208.8647613525s, input_fired_time: 2.5601537228, output_fired_time: 2.3064999580, propagate_forward_time: 81.4088516235, propagate_backward_time: 118.3884735107, weight_update_time: 0.2287548184, other_time: 4.2007827759
epoch time: 17.3494491577s, input_fired_time: 0.3193076849, output_fired_time: 0.0000000000, propagate_forward_time: 16.2570075989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7731342316
validation[          , genome  6649] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       864.91687, best error:       768.37988 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 212.5020599365s, input_fired_time: 2.5619833469, output_fired_time: 2.3747353554, propagate_forward_time: 81.8923416138, propagate_backward_time: 120.2994613647, weight_update_time: 0.2366609573, other_time: 5.3735351563
epoch time: 16.8659934998s, input_fired_time: 0.3170445263, output_fired_time: 0.0000000000, propagate_forward_time: 15.8079204559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410278320
validation[          , genome  6649] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       860.50769, best error:       768.37988 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 211.0451202393s, input_fired_time: 2.6530628204, output_fired_time: 2.3902130127, propagate_forward_time: 81.3861465454, propagate_backward_time: 119.4548187256, weight_update_time: 0.2267268002, other_time: 5.1608810425
epoch time: 17.1504688263s, input_fired_time: 0.3156463206, output_fired_time: 0.0000000000, propagate_forward_time: 16.1026115417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7322101593
validation[          , genome  6649] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       865.56580, best error:       768.37988 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 216.0852203369s, input_fired_time: 2.5982260704, output_fired_time: 2.3910260201, propagate_forward_time: 82.8477859497, propagate_backward_time: 123.8076171875, weight_update_time: 0.2306473702, other_time: 4.4405822754
epoch time: 17.1405048370s, input_fired_time: 0.3203765452, output_fired_time: 0.0000000000, propagate_forward_time: 16.0712909698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488365173
validation[          , genome  6649] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       742.56610, best error:       742.56610 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 213.6893310547s, input_fired_time: 2.6520328522, output_fired_time: 2.3701438904, propagate_forward_time: 81.3088226318, propagate_backward_time: 122.9970855713, weight_update_time: 0.2282143980, other_time: 4.3612365723
epoch time: 17.0951423645s, input_fired_time: 0.3190310895, output_fired_time: 0.0000000000, propagate_forward_time: 16.0318183899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7442932129
validation[          , genome  6649] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       855.36060, best error:       742.56610 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 205.1225433350s, input_fired_time: 2.5268056393, output_fired_time: 2.2912223339, propagate_forward_time: 77.4067611694, propagate_backward_time: 117.7220153809, weight_update_time: 0.2261065692, other_time: 5.1757278442
epoch time: 17.0296878815s, input_fired_time: 0.3205040395, output_fired_time: 0.0000000000, propagate_forward_time: 15.9699287415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7392559052
validation[          , genome  6649] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       832.16577, best error:       742.56610 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 204.7016754150s, input_fired_time: 3.5627100468, output_fired_time: 3.2937171459, propagate_forward_time: 79.1135864258, propagate_backward_time: 113.6525344849, weight_update_time: 0.2272705287, other_time: 5.0791244507
epoch time: 16.8863162994s, input_fired_time: 0.3158770800, output_fired_time: 0.0000000000, propagate_forward_time: 15.8283205032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7421178818
validation[          , genome  6649] predictions:    9714/  10000 (97.14%), best:    9768/10000 (97.68%), error:       894.50446, best error:       742.56610 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 204.6273040771s, input_fired_time: 3.5462481976, output_fired_time: 2.2859294415, propagate_forward_time: 78.3361282349, propagate_backward_time: 116.2506256104, weight_update_time: 0.2266382277, other_time: 4.2083663940
epoch time: 16.9275341034s, input_fired_time: 0.3177067041, output_fired_time: 0.0000000000, propagate_forward_time: 15.8792734146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7305536270
validation[          , genome  6649] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       737.89264, best error:       737.89264 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 205.2334899902s, input_fired_time: 3.5393729210, output_fired_time: 2.2702436447, propagate_forward_time: 78.5589523315, propagate_backward_time: 116.6895523071, weight_update_time: 0.2268224955, other_time: 4.1753692627
epoch time: 17.6317195892s, input_fired_time: 0.3574720621, output_fired_time: 0.0000000000, propagate_forward_time: 16.5035305023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7707176208
validation[          , genome  6649] predictions:    9754/  10000 (97.54%), best:    9762/10000 (97.62%), error:       796.81354, best error:       737.89264 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 206.7296905518s, input_fired_time: 2.5774142742, output_fired_time: 2.3183605671, propagate_forward_time: 76.5685958862, propagate_backward_time: 121.0600738525, weight_update_time: 0.2314381599, other_time: 4.2052536011
epoch time: 16.7679500580s, input_fired_time: 0.3153316677, output_fired_time: 0.0000000000, propagate_forward_time: 15.7190446854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7335729599
validation[          , genome  6649] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       716.69476, best error:       716.69476 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 215.3124237061s, input_fired_time: 3.6092605591, output_fired_time: 2.4168374538, propagate_forward_time: 80.9439926147, propagate_backward_time: 124.0026931763, weight_update_time: 0.2355125844, other_time: 4.3396224976
epoch time: 19.9409751892s, input_fired_time: 0.4207915664, output_fired_time: 0.0000000000, propagate_forward_time: 18.4719734192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0482101440
validation[          , genome  6649] predictions:    9771/  10000 (97.71%), best:    9796/10000 (97.96%), error:       774.80237, best error:       716.69476 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 206.4690856934s, input_fired_time: 3.5490980148, output_fired_time: 2.2844867706, propagate_forward_time: 77.5195388794, propagate_backward_time: 118.9053955078, weight_update_time: 0.2288491428, other_time: 4.2105636597
epoch time: 15.7783126831s, input_fired_time: 0.3203548789, output_fired_time: 0.0000000000, propagate_forward_time: 14.7253961563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7325620651
validation[          , genome  6649] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       771.63629, best error:       716.69476 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 213.0779876709s, input_fired_time: 2.5757157803, output_fired_time: 2.3980491161, propagate_forward_time: 83.4213333130, propagate_backward_time: 120.4268035889, weight_update_time: 0.2275814414, other_time: 4.2560806274
epoch time: 17.0134868622s, input_fired_time: 0.3204336166, output_fired_time: 0.0000000000, propagate_forward_time: 15.9429826736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500715256
validation[          , genome  6649] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       706.84436, best error:       706.84436 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 205.7554321289s, input_fired_time: 2.5308868885, output_fired_time: 2.2830979824, propagate_forward_time: 80.8033828735, propagate_backward_time: 114.9964981079, weight_update_time: 0.2270933390, other_time: 5.1415710449
epoch time: 17.2492713928s, input_fired_time: 0.3426537514, output_fired_time: 0.0000000000, propagate_forward_time: 16.1798305511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267875671
validation[          , genome  6649] predictions:    9786/  10000 (97.86%), best:    9792/10000 (97.92%), error:       710.54755, best error:       706.84436 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 205.5886993408s, input_fired_time: 2.5410439968, output_fired_time: 2.2836215496, propagate_forward_time: 80.3700942993, propagate_backward_time: 116.1576690674, weight_update_time: 0.2287029624, other_time: 4.2362747192
epoch time: 16.9236507416s, input_fired_time: 0.3217369616, output_fired_time: 0.0000000000, propagate_forward_time: 15.8566675186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452459335
validation[          , genome  6649] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       702.38983, best error:       702.38983 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 207.0828552246s, input_fired_time: 2.5459272861, output_fired_time: 2.3640527725, propagate_forward_time: 78.8889846802, propagate_backward_time: 119.0405120850, weight_update_time: 0.2282793820, other_time: 4.2433700562
epoch time: 16.9333057404s, input_fired_time: 0.3207122087, output_fired_time: 0.0000000000, propagate_forward_time: 15.8702783585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423143387
validation[          , genome  6649] predictions:    9772/  10000 (97.72%), best:    9791/10000 (97.91%), error:       766.65051, best error:       702.38983 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 205.2283325195s, input_fired_time: 2.5431041718, output_fired_time: 2.2990925312, propagate_forward_time: 78.5151596069, propagate_backward_time: 117.6675872803, weight_update_time: 0.2280857861, other_time: 4.2033920288
epoch time: 16.7981605530s, input_fired_time: 0.3180928230, output_fired_time: 0.0000000000, propagate_forward_time: 15.7325315475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7475366592
validation[          , genome  6649] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       761.57129, best error:       702.38983 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 204.9220733643s, input_fired_time: 2.5375397205, output_fired_time: 2.2813374996, propagate_forward_time: 77.8479995728, propagate_backward_time: 118.0247421265, weight_update_time: 0.2283344865, other_time: 4.2304534912
epoch time: 17.1725463867s, input_fired_time: 0.3236809969, output_fired_time: 0.0000000000, propagate_forward_time: 16.0950717926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7537937164
validation[          , genome  6649] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       682.25537, best error:       682.25537 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 205.6911468506s, input_fired_time: 3.4350085258, output_fired_time: 2.2790584564, propagate_forward_time: 76.6580352783, propagate_backward_time: 119.1720733643, weight_update_time: 0.2263997495, other_time: 4.1469726563
epoch time: 17.0048084259s, input_fired_time: 0.3230061531, output_fired_time: 0.0000000000, propagate_forward_time: 15.9062347412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7755680084
validation[          , genome  6649] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       689.23401, best error:       682.25537 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 220.3371276855s, input_fired_time: 2.6806855202, output_fired_time: 2.4290585518, propagate_forward_time: 81.9270324707, propagate_backward_time: 127.6057586670, weight_update_time: 0.2351351231, other_time: 5.6945953369
epoch time: 16.8958435059s, input_fired_time: 1.3316259384, output_fired_time: 0.0000000000, propagate_forward_time: 14.8247137070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7395038605
validation[          , genome  6649] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       726.94092, best error:       682.25537 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 206.3358459473s, input_fired_time: 2.5429818630, output_fired_time: 2.2789623737, propagate_forward_time: 77.9598007202, propagate_backward_time: 119.2546539307, weight_update_time: 0.3056602180, other_time: 4.2994461060
epoch time: 16.2434711456s, input_fired_time: 0.3208553195, output_fired_time: 0.0000000000, propagate_forward_time: 15.1905965805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7320194244
validation[          , genome  6649] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       717.12970, best error:       682.25537 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 205.2469787598s, input_fired_time: 2.5469779968, output_fired_time: 2.2674937248, propagate_forward_time: 76.0442047119, propagate_backward_time: 118.1413497925, weight_update_time: 0.2290548682, other_time: 6.2469558716
epoch time: 17.0270881653s, input_fired_time: 0.3280680776, output_fired_time: 0.0000000000, propagate_forward_time: 15.9515705109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7474498749
validation[          , genome  6649] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       757.25861, best error:       682.25537 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 230.0098114014s, input_fired_time: 2.9099140167, output_fired_time: 2.5261080265, propagate_forward_time: 86.5516738892, propagate_backward_time: 132.5493164063, weight_update_time: 0.2458297163, other_time: 5.4728088379
epoch time: 19.3388500214s, input_fired_time: 0.3216735125, output_fired_time: 0.0000000000, propagate_forward_time: 18.2615833282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7555923462
validation[          , genome  6649] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       770.16687, best error:       682.25537 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 209.9010620117s, input_fired_time: 2.5708172321, output_fired_time: 3.3597824574, propagate_forward_time: 80.1140670776, propagate_backward_time: 118.5766372681, weight_update_time: 0.2441769093, other_time: 5.2797546387
epoch time: 16.9141521454s, input_fired_time: 0.3235506117, output_fired_time: 0.0000000000, propagate_forward_time: 15.8469371796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7436637878
validation[          , genome  6649] predictions:    9762/  10000 (97.62%), best:    9798/10000 (97.98%), error:       814.13599, best error:       682.25537 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 217.2203063965s, input_fired_time: 2.6904485226, output_fired_time: 2.4466173649, propagate_forward_time: 83.4292755127, propagate_backward_time: 122.2351303101, weight_update_time: 0.2382453829, other_time: 6.4188308716
epoch time: 17.0568618774s, input_fired_time: 0.3180723488, output_fired_time: 0.0000000000, propagate_forward_time: 15.9969472885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7418413162
validation[          , genome  6649] predictions:    9730/  10000 (97.30%), best:    9798/10000 (97.98%), error:       835.80420, best error:       682.25537 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 205.0023040771s, input_fired_time: 2.5459661484, output_fired_time: 2.2816014290, propagate_forward_time: 80.2031097412, propagate_backward_time: 114.7891921997, weight_update_time: 0.2276229113, other_time: 5.1824417114
epoch time: 18.3876075745s, input_fired_time: 0.3825162053, output_fired_time: 0.0000000000, propagate_forward_time: 17.1206684113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8844223022
validation[          , genome  6649] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       761.60559, best error:       682.25537 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 220.9083099365s, input_fired_time: 2.7492017746, output_fired_time: 2.4287037849, propagate_forward_time: 82.8762054443, propagate_backward_time: 128.3450164795, weight_update_time: 0.2536672056, other_time: 4.5091705322
epoch time: 17.1008205414s, input_fired_time: 0.3255640864, output_fired_time: 0.0000000000, propagate_forward_time: 16.0380325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7372245789
validation[          , genome  6649] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       729.74878, best error:       682.25537 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 209.8630065918s, input_fired_time: 2.5673878193, output_fired_time: 2.3247969151, propagate_forward_time: 79.7812423706, propagate_backward_time: 119.9791107178, weight_update_time: 0.2276777476, other_time: 5.2104721069
epoch time: 17.0415630341s, input_fired_time: 0.3240872622, output_fired_time: 0.0000000000, propagate_forward_time: 15.9665060043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509698868
validation[          , genome  6649] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       631.03680, best error:       631.03680 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 205.7368927002s, input_fired_time: 2.5667684078, output_fired_time: 2.2738394737, propagate_forward_time: 78.3656463623, propagate_backward_time: 118.2870941162, weight_update_time: 0.2283784598, other_time: 4.2435455322
epoch time: 16.0350570679s, input_fired_time: 0.3184792697, output_fired_time: 0.0000000000, propagate_forward_time: 14.9260883331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7904891968
validation[          , genome  6649] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       719.87482, best error:       631.03680 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 210.8522033691s, input_fired_time: 2.6271662712, output_fired_time: 2.3348762989, propagate_forward_time: 79.3865814209, propagate_backward_time: 121.2008132935, weight_update_time: 0.2282138020, other_time: 5.3027725220
epoch time: 17.1026401520s, input_fired_time: 0.3240813315, output_fired_time: 0.0000000000, propagate_forward_time: 16.0387706757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7397880554
validation[          , genome  6649] predictions:    9796/  10000 (97.96%), best:    9813/10000 (98.13%), error:       684.89496, best error:       631.03680 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 206.6328887939s, input_fired_time: 2.5618081093, output_fired_time: 2.2903769016, propagate_forward_time: 80.2064132690, propagate_backward_time: 117.4128799438, weight_update_time: 0.2290769070, other_time: 4.1614074707
epoch time: 16.9542751312s, input_fired_time: 0.3227788806, output_fired_time: 0.0000000000, propagate_forward_time: 15.8884086609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7430877686
validation[          , genome  6649] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       702.31775, best error:       631.03680 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 212.6026916504s, input_fired_time: 2.5855920315, output_fired_time: 2.3342242241, propagate_forward_time: 82.4776000977, propagate_backward_time: 120.9266204834, weight_update_time: 0.2278971225, other_time: 4.2786560059
epoch time: 16.6374397278s, input_fired_time: 0.3394875228, output_fired_time: 0.0000000000, propagate_forward_time: 15.5148582458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7830944061
validation[          , genome  6649] predictions:    9763/  10000 (97.63%), best:    9813/10000 (98.13%), error:       741.00116, best error:       631.03680 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 207.9848022461s, input_fired_time: 2.5516343117, output_fired_time: 2.3137400150, propagate_forward_time: 79.5950546265, propagate_backward_time: 118.3206710815, weight_update_time: 0.2266974598, other_time: 5.2037048340
epoch time: 17.3389053345s, input_fired_time: 0.3300795257, output_fired_time: 0.0000000000, propagate_forward_time: 16.2007694244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8080558777
validation[          , genome  6649] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       712.75146, best error:       631.03680 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 209.7160339355s, input_fired_time: 2.6393270493, output_fired_time: 2.3326859474, propagate_forward_time: 81.1360626221, propagate_backward_time: 119.2744979858, weight_update_time: 0.2280583829, other_time: 4.3334579468
epoch time: 17.3046951294s, input_fired_time: 0.3305180073, output_fired_time: 0.0000000000, propagate_forward_time: 16.1550292969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8191471100
validation[          , genome  6649] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       712.86725, best error:       631.03680 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 208.6002960205s, input_fired_time: 2.5820908546, output_fired_time: 3.3175187111, propagate_forward_time: 78.1918334961, propagate_backward_time: 120.1837387085, weight_update_time: 0.2585749924, other_time: 4.3251113892
epoch time: 15.5891141891s, input_fired_time: 0.3169511259, output_fired_time: 0.0000000000, propagate_forward_time: 14.5259780884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7461853027
validation[          , genome  6649] predictions:    9796/  10000 (97.96%), best:    9813/10000 (98.13%), error:       689.72437, best error:       631.03680 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 207.1469879150s, input_fired_time: 2.5782446861, output_fired_time: 2.2878375053, propagate_forward_time: 79.4301986694, propagate_backward_time: 117.4327163696, weight_update_time: 0.2290480435, other_time: 5.4179840088
epoch time: 17.1704196930s, input_fired_time: 0.3231328130, output_fired_time: 0.0000000000, propagate_forward_time: 16.0911922455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7560939789
validation[          , genome  6649] predictions:    9762/  10000 (97.62%), best:    9813/10000 (98.13%), error:       778.28802, best error:       631.03680 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 207.0086517334s, input_fired_time: 2.5763645172, output_fired_time: 2.2878844738, propagate_forward_time: 78.1557540894, propagate_backward_time: 119.6875534058, weight_update_time: 0.2420789748, other_time: 4.3010864258
epoch time: 17.1590309143s, input_fired_time: 1.3357297182, output_fired_time: 0.0000000000, propagate_forward_time: 15.0197315216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8035697937
validation[          , genome  6649] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       723.47803, best error:       631.03680 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 207.7745056152s, input_fired_time: 2.6091599464, output_fired_time: 2.3226094246, propagate_forward_time: 81.3611526489, propagate_backward_time: 116.1069183350, weight_update_time: 0.2272598147, other_time: 5.3746566772
epoch time: 16.9129981995s, input_fired_time: 0.3218591213, output_fired_time: 0.0000000000, propagate_forward_time: 15.8151493073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7759895325
validation[          , genome  6649] predictions:    9787/  10000 (97.87%), best:    9813/10000 (98.13%), error:       731.56635, best error:       631.03680 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 204.8445129395s, input_fired_time: 2.5753107071, output_fired_time: 2.2818539143, propagate_forward_time: 76.1873626709, propagate_backward_time: 119.3216094971, weight_update_time: 0.2295445651, other_time: 4.4783630371
epoch time: 16.9040260315s, input_fired_time: 0.3281071484, output_fired_time: 0.0000000000, propagate_forward_time: 15.8005247116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7753934860
validation[          , genome  6649] predictions:    9789/  10000 (97.89%), best:    9813/10000 (98.13%), error:       687.84088, best error:       631.03680 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 205.2101593018s, input_fired_time: 2.5653114319, output_fired_time: 2.2730345726, propagate_forward_time: 77.9143600464, propagate_backward_time: 118.1026000977, weight_update_time: 0.2282195836, other_time: 4.3548507690
epoch time: 15.4960184097s, input_fired_time: 0.3143049181, output_fired_time: 0.0000000000, propagate_forward_time: 14.3634376526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8182754517
validation[          , genome  6649] predictions:    9793/  10000 (97.93%), best:    9813/10000 (98.13%), error:       672.71729, best error:       631.03680 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 206.2258605957s, input_fired_time: 2.5834531784, output_fired_time: 2.2861332893, propagate_forward_time: 77.4160995483, propagate_backward_time: 119.4950942993, weight_update_time: 0.2300816625, other_time: 4.4450836182
epoch time: 15.5831136703s, input_fired_time: 0.3219213188, output_fired_time: 0.0000000000, propagate_forward_time: 14.4891662598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7720260620
validation[          , genome  6649] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       717.40070, best error:       631.03680 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 205.3945770264s, input_fired_time: 2.5714879036, output_fired_time: 2.2854726315, propagate_forward_time: 80.5264129639, propagate_backward_time: 115.5329513550, weight_update_time: 0.2289279401, other_time: 4.4782485962
epoch time: 19.3279953003s, input_fired_time: 0.3831441998, output_fired_time: 0.0000000000, propagate_forward_time: 18.0879592896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8568916321
validation[          , genome  6649] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       628.89246, best error:       628.89246 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 206.6879119873s, input_fired_time: 2.6337471008, output_fired_time: 2.3196549416, propagate_forward_time: 80.2638397217, propagate_backward_time: 117.0422210693, weight_update_time: 0.2388190180, other_time: 4.4284515381
epoch time: 16.8340339661s, input_fired_time: 0.3269460499, output_fired_time: 0.0000000000, propagate_forward_time: 15.7090187073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7980690002
validation[          , genome  6649] predictions:    9759/  10000 (97.59%), best:    9812/10000 (98.12%), error:       776.50867, best error:       628.89246 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 209.0747528076s, input_fired_time: 2.6642532349, output_fired_time: 2.3346710205, propagate_forward_time: 79.2427902222, propagate_backward_time: 119.2328948975, weight_update_time: 0.2335495055, other_time: 5.6001358032
epoch time: 16.9871215820s, input_fired_time: 0.3316652477, output_fired_time: 0.0000000000, propagate_forward_time: 15.8417005539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8137559891
validation[          , genome  6649] predictions:    9800/  10000 (98.00%), best:    9812/10000 (98.12%), error:       665.59198, best error:       628.89246 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 205.1588439941s, input_fired_time: 2.5918524265, output_fired_time: 3.2981665134, propagate_forward_time: 78.6162033081, propagate_backward_time: 116.1090316772, weight_update_time: 0.2427081168, other_time: 4.5435791016
epoch time: 15.4340219498s, input_fired_time: 0.3155671358, output_fired_time: 0.0000000000, propagate_forward_time: 14.3536796570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7647752762
validation[          , genome  6649] predictions:    9755/  10000 (97.55%), best:    9812/10000 (98.12%), error:       792.40930, best error:       628.89246 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 205.2318420410s, input_fired_time: 3.5899236202, output_fired_time: 2.2945981026, propagate_forward_time: 76.6806335449, propagate_backward_time: 118.1735992432, weight_update_time: 0.2316793203, other_time: 4.4930877686
epoch time: 15.8191175461s, input_fired_time: 0.3272890449, output_fired_time: 0.0000000000, propagate_forward_time: 14.5657577515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9260711670
validation[          , genome  6649] predictions:    9784/  10000 (97.84%), best:    9812/10000 (98.12%), error:       675.42969, best error:       628.89246 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 205.3351745605s, input_fired_time: 2.5875625610, output_fired_time: 2.2920396328, propagate_forward_time: 79.7489166260, propagate_backward_time: 116.2098846436, weight_update_time: 0.2299813330, other_time: 4.4967803955
epoch time: 16.8494586945s, input_fired_time: 0.3257721066, output_fired_time: 0.0000000000, propagate_forward_time: 14.6867685318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8369188309
validation[          , genome  6649] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       622.12891, best error:       622.12891 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 207.0509338379s, input_fired_time: 2.6293547153, output_fired_time: 2.3071482182, propagate_forward_time: 78.1977615356, propagate_backward_time: 118.5215301514, weight_update_time: 0.2291781604, other_time: 5.3951492310
epoch time: 17.1263847351s, input_fired_time: 0.3566509187, output_fired_time: 0.0000000000, propagate_forward_time: 15.9989013672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7708320618
validation[          , genome  6649] predictions:    9791/  10000 (97.91%), best:    9806/10000 (98.06%), error:       732.31793, best error:       622.12891 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 215.8976135254s, input_fired_time: 2.7031722069, output_fired_time: 2.4025659561, propagate_forward_time: 83.9127273560, propagate_backward_time: 122.2608261108, weight_update_time: 0.2350444049, other_time: 4.6183166504
epoch time: 15.7558526993s, input_fired_time: 0.3234010041, output_fired_time: 0.0000000000, propagate_forward_time: 14.6302804947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8021707535
validation[          , genome  6649] predictions:    9801/  10000 (98.01%), best:    9806/10000 (98.06%), error:       650.59454, best error:       622.12891 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 209.9783325195s, input_fired_time: 2.6123261452, output_fired_time: 2.3289904594, propagate_forward_time: 80.5322799683, propagate_backward_time: 120.0143737793, weight_update_time: 0.2298519760, other_time: 4.4903640747
epoch time: 17.1519260406s, input_fired_time: 0.3304682374, output_fired_time: 0.0000000000, propagate_forward_time: 15.9881610870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8332958221
validation[          , genome  6649] predictions:    9797/  10000 (97.97%), best:    9806/10000 (98.06%), error:       691.20050, best error:       622.12891 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 205.9986419678s, input_fired_time: 2.5863132477, output_fired_time: 2.2831737995, propagate_forward_time: 75.7548828125, propagate_backward_time: 119.8718032837, weight_update_time: 0.2296560705, other_time: 5.5024642944
epoch time: 17.0006332397s, input_fired_time: 0.3279692829, output_fired_time: 0.0000000000, propagate_forward_time: 15.8708009720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8018636703
validation[          , genome  6649] predictions:    9719/  10000 (97.19%), best:    9806/10000 (98.06%), error:       924.07635, best error:       622.12891 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 203.9400024414s, input_fired_time: 3.5957269669, output_fired_time: 2.2792663574, propagate_forward_time: 76.7144241333, propagate_backward_time: 116.8107681274, weight_update_time: 0.2314304411, other_time: 4.5398101807
epoch time: 16.7902545929s, input_fired_time: 0.3232294917, output_fired_time: 0.0000000000, propagate_forward_time: 15.5459594727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9210662842
validation[          , genome  6649] predictions:    9809/  10000 (98.09%), best:    9806/10000 (98.06%), error:       644.59814, best error:       622.12891 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 203.3161468506s, input_fired_time: 2.6432380676, output_fired_time: 2.2965753078, propagate_forward_time: 78.0459136963, propagate_backward_time: 115.7958374023, weight_update_time: 0.2289103419, other_time: 4.5345916748
epoch time: 16.9279403687s, input_fired_time: 0.3299196959, output_fired_time: 0.0000000000, propagate_forward_time: 15.7305240631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8674964905
validation[          , genome  6649] predictions:    9797/  10000 (97.97%), best:    9806/10000 (98.06%), error:       683.97565, best error:       622.12891 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 202.6222686768s, input_fired_time: 2.5811350346, output_fired_time: 2.2708272934, propagate_forward_time: 76.0839004517, propagate_backward_time: 116.2006072998, weight_update_time: 0.2300508767, other_time: 5.4858016968
epoch time: 16.8044147491s, input_fired_time: 0.3448299170, output_fired_time: 0.0000000000, propagate_forward_time: 15.6765260696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7830591202
validation[          , genome  6649] predictions:    9804/  10000 (98.04%), best:    9806/10000 (98.06%), error:       651.54565, best error:       622.12891 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 203.7718811035s, input_fired_time: 3.6009364128, output_fired_time: 2.2750368118, propagate_forward_time: 76.6406478882, propagate_backward_time: 116.8033905029, weight_update_time: 0.2291380465, other_time: 4.4518661499
epoch time: 16.8403568268s, input_fired_time: 0.3237362504, output_fired_time: 0.0000000000, propagate_forward_time: 15.6799516678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8366689682
validation[          , genome  6649] predictions:    9804/  10000 (98.04%), best:    9806/10000 (98.06%), error:       663.30658, best error:       622.12891 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 214.3506469727s, input_fired_time: 2.5795881748, output_fired_time: 3.2856736183, propagate_forward_time: 77.9669952393, propagate_backward_time: 126.1661071777, weight_update_time: 0.2278219014, other_time: 4.3522796631
epoch time: 17.0215167999s, input_fired_time: 0.3308335841, output_fired_time: 0.0000000000, propagate_forward_time: 15.8759050369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8147783279
validation[          , genome  6649] predictions:    9788/  10000 (97.88%), best:    9806/10000 (98.06%), error:       716.96344, best error:       622.12891 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 203.6958465576s, input_fired_time: 2.5824484825, output_fired_time: 2.2689671516, propagate_forward_time: 77.8242034912, propagate_backward_time: 116.6043853760, weight_update_time: 0.2289816141, other_time: 4.4158477783
epoch time: 16.9090290070s, input_fired_time: 0.3289990425, output_fired_time: 0.0000000000, propagate_forward_time: 15.8034572601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7765731812
validation[          , genome  6649] predictions:    9805/  10000 (98.05%), best:    9806/10000 (98.06%), error:       659.65991, best error:       622.12891 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 203.6554412842s, input_fired_time: 2.5760810375, output_fired_time: 2.2640514374, propagate_forward_time: 75.6091690063, propagate_backward_time: 118.8133697510, weight_update_time: 0.2288980782, other_time: 4.3927688599
epoch time: 16.7131729126s, input_fired_time: 0.3287175298, output_fired_time: 0.0000000000, propagate_forward_time: 14.7039833069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6804714203
validation[          , genome  6649] predictions:    9784/  10000 (97.84%), best:    9806/10000 (98.06%), error:       706.81860, best error:       622.12891 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 213.0226898193s, input_fired_time: 2.6916840076, output_fired_time: 2.4143280983, propagate_forward_time: 83.9463653564, propagate_backward_time: 119.5015029907, weight_update_time: 0.2362436205, other_time: 4.4688186646
epoch time: 16.8818397522s, input_fired_time: 0.3281032741, output_fired_time: 0.0000000000, propagate_forward_time: 15.7783994675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7753362656
validation[          , genome  6649] predictions:    9786/  10000 (97.86%), best:    9806/10000 (98.06%), error:       680.87885, best error:       622.12891 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 209.6498870850s, input_fired_time: 2.5979108810, output_fired_time: 2.3203184605, propagate_forward_time: 79.0906524658, propagate_backward_time: 120.1906661987, weight_update_time: 0.2607627809, other_time: 5.4503402710
epoch time: 17.1635227203s, input_fired_time: 0.3305375874, output_fired_time: 0.0000000000, propagate_forward_time: 16.0317783356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8012065887
validation[          , genome  6649] predictions:    9787/  10000 (97.87%), best:    9806/10000 (98.06%), error:       656.08527, best error:       622.12891 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 204.2253875732s, input_fired_time: 2.6001074314, output_fired_time: 2.2598116398, propagate_forward_time: 76.1228790283, propagate_backward_time: 117.9264144897, weight_update_time: 0.2297495604, other_time: 5.3161697388
epoch time: 18.0331115723s, input_fired_time: 0.3704131842, output_fired_time: 0.0000000000, propagate_forward_time: 16.8129024506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8497962952
validation[          , genome  6649] predictions:    9730/  10000 (97.30%), best:    9806/10000 (98.06%), error:       863.60791, best error:       622.12891 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 203.9763488770s, input_fired_time: 2.5631945133, output_fired_time: 3.1700992584, propagate_forward_time: 78.4060897827, propagate_backward_time: 115.5176925659, weight_update_time: 0.2284856588, other_time: 4.3192596436
epoch time: 15.7284812927s, input_fired_time: 0.3216930330, output_fired_time: 0.0000000000, propagate_forward_time: 14.6338014603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729864120
validation[          , genome  6649] predictions:    9798/  10000 (97.98%), best:    9806/10000 (98.06%), error:       689.53333, best error:       622.12891 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 204.9504089355s, input_fired_time: 2.5769052505, output_fired_time: 2.2893378735, propagate_forward_time: 79.9352798462, propagate_backward_time: 115.8562011719, weight_update_time: 0.2285872251, other_time: 4.2926864624
epoch time: 16.0097656250s, input_fired_time: 0.3289189339, output_fired_time: 0.0000000000, propagate_forward_time: 14.9351005554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457466125
validation[          , genome  6649] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       631.55774, best error:       622.12891 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 210.3742828369s, input_fired_time: 3.6532542706, output_fired_time: 2.3474175930, propagate_forward_time: 78.3228988647, propagate_backward_time: 121.6883087158, weight_update_time: 0.2442432493, other_time: 4.3624038696
epoch time: 17.1436996460s, input_fired_time: 0.3325602710, output_fired_time: 0.0000000000, propagate_forward_time: 16.0642395020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7469005585
validation[          , genome  6649] predictions:    9803/  10000 (98.03%), best:    9806/10000 (98.06%), error:       675.55737, best error:       622.12891 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 205.1896972656s, input_fired_time: 2.5730433464, output_fired_time: 2.2779035568, propagate_forward_time: 76.4842453003, propagate_backward_time: 118.6781692505, weight_update_time: 0.2260542959, other_time: 5.1763305664
epoch time: 20.6120567322s, input_fired_time: 0.3932084143, output_fired_time: 0.0000000000, propagate_forward_time: 19.1794338226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0394153595
validation[          , genome  6649] predictions:    9776/  10000 (97.76%), best:    9806/10000 (98.06%), error:       710.06927, best error:       622.12891 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 207.9533691406s, input_fired_time: 2.5695831776, output_fired_time: 2.2935075760, propagate_forward_time: 79.2819061279, propagate_backward_time: 118.6407089233, weight_update_time: 0.2555121481, other_time: 5.1676712036
epoch time: 15.9164505005s, input_fired_time: 0.3262858987, output_fired_time: 0.0000000000, propagate_forward_time: 14.8489398956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7412242889
validation[          , genome  6649] predictions:    9792/  10000 (97.92%), best:    9806/10000 (98.06%), error:       688.30377, best error:       622.12891 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 205.8182067871s, input_fired_time: 2.6908166409, output_fired_time: 3.3047347069, propagate_forward_time: 75.1084594727, propagate_backward_time: 120.5060424805, weight_update_time: 0.2272667438, other_time: 4.2081604004
epoch time: 15.8568382263s, input_fired_time: 0.3228272498, output_fired_time: 0.0000000000, propagate_forward_time: 14.8147239685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7192869186
validation[          , genome  6649] predictions:    9775/  10000 (97.75%), best:    9806/10000 (98.06%), error:       738.33392, best error:       622.12891 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 207.9822845459s, input_fired_time: 3.6057622433, output_fired_time: 2.3074131012, propagate_forward_time: 77.7783889771, propagate_backward_time: 120.1032104492, weight_update_time: 0.2285829633, other_time: 4.1875076294
epoch time: 16.8553733826s, input_fired_time: 0.3409134746, output_fired_time: 0.0000000000, propagate_forward_time: 14.8618621826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6525974274
validation[          , genome  6649] predictions:    9759/  10000 (97.59%), best:    9806/10000 (98.06%), error:       799.10034, best error:       622.12891 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 214.8134613037s, input_fired_time: 2.6813728809, output_fired_time: 2.3575673103, propagate_forward_time: 78.7721939087, propagate_backward_time: 126.6512985229, weight_update_time: 0.2362553775, other_time: 4.3510208130
epoch time: 15.9115123749s, input_fired_time: 0.3264631927, output_fired_time: 0.0000000000, propagate_forward_time: 14.8377628326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7472867966
validation[          , genome  6649] predictions:    9811/  10000 (98.11%), best:    9806/10000 (98.06%), error:       644.91058, best error:       622.12891 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 209.3911590576s, input_fired_time: 2.6082582474, output_fired_time: 2.3035533428, propagate_forward_time: 78.7752685547, propagate_backward_time: 121.3949127197, weight_update_time: 0.2379050404, other_time: 4.3091583252
epoch time: 17.5255661011s, input_fired_time: 0.3502202332, output_fired_time: 0.0000000000, propagate_forward_time: 16.4503440857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7250022888
validation[          , genome  6649] predictions:    9757/  10000 (97.57%), best:    9806/10000 (98.06%), error:       743.89679, best error:       622.12891 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 205.1781005859s, input_fired_time: 3.5020802021, output_fired_time: 2.2766864300, propagate_forward_time: 76.7033843994, propagate_backward_time: 118.5361938477, weight_update_time: 0.2261749655, other_time: 4.1597595215
epoch time: 16.9052009583s, input_fired_time: 0.3327375650, output_fired_time: 0.0000000000, propagate_forward_time: 15.8281106949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7443532944
validation[          , genome  6649] predictions:    9750/  10000 (97.50%), best:    9806/10000 (98.06%), error:       797.86121, best error:       622.12891 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 215.2169189453s, input_fired_time: 2.6799483299, output_fired_time: 2.3439073563, propagate_forward_time: 81.1225967407, propagate_backward_time: 124.6868286133, weight_update_time: 0.2917501032, other_time: 4.3836364746
epoch time: 15.4413204193s, input_fired_time: 0.3187798858, output_fired_time: 0.0000000000, propagate_forward_time: 14.3960113525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7265291214
validation[          , genome  6649] predictions:    9797/  10000 (97.97%), best:    9806/10000 (98.06%), error:       701.38507, best error:       622.12891 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 205.7078247070s, input_fired_time: 2.6025123596, output_fired_time: 2.2710056305, propagate_forward_time: 79.0418472290, propagate_backward_time: 117.6087646484, weight_update_time: 0.2273034304, other_time: 4.1836929321
epoch time: 17.0449581146s, input_fired_time: 0.3311297894, output_fired_time: 0.0000000000, propagate_forward_time: 15.9796161652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7342128754
validation[          , genome  6649] predictions:    9805/  10000 (98.05%), best:    9806/10000 (98.06%), error:       652.60016, best error:       622.12891 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 205.8214263916s, input_fired_time: 2.5910363197, output_fired_time: 2.2755706310, propagate_forward_time: 79.5464096069, propagate_backward_time: 117.2186737061, weight_update_time: 0.2275999337, other_time: 4.1897354126
epoch time: 17.0063457489s, input_fired_time: 0.3399054110, output_fired_time: 0.0000000000, propagate_forward_time: 14.9127502441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7536907196
validation[          , genome  6649] predictions:    9807/  10000 (98.07%), best:    9806/10000 (98.06%), error:       668.49042, best error:       622.12891 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 206.1642150879s, input_fired_time: 2.6019375324, output_fired_time: 2.4361565113, propagate_forward_time: 76.5867080688, propagate_backward_time: 120.2137222290, weight_update_time: 0.2288686931, other_time: 4.3256835938
epoch time: 17.1932296753s, input_fired_time: 0.3310687244, output_fired_time: 0.0000000000, propagate_forward_time: 16.0783538818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7838077545
validation[          , genome  6649] predictions:    9799/  10000 (97.99%), best:    9806/10000 (98.06%), error:       694.71619, best error:       622.12891 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 215.7259826660s, input_fired_time: 2.6864693165, output_fired_time: 2.3423478603, propagate_forward_time: 80.0079803467, propagate_backward_time: 124.2155075073, weight_update_time: 0.2433994412, other_time: 6.4736862183
epoch time: 16.9040279388s, input_fired_time: 0.3299681842, output_fired_time: 0.0000000000, propagate_forward_time: 15.8162345886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7578258514
validation[          , genome  6649] predictions:    9784/  10000 (97.84%), best:    9806/10000 (98.06%), error:       786.71271, best error:       622.12891 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 205.4189147949s, input_fired_time: 2.6048312187, output_fired_time: 2.2717905045, propagate_forward_time: 78.4540863037, propagate_backward_time: 117.8513870239, weight_update_time: 0.2274752855, other_time: 4.2368240356
epoch time: 16.9770488739s, input_fired_time: 0.3304303885, output_fired_time: 0.0000000000, propagate_forward_time: 15.8935184479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530994415
validation[          , genome  6649] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       664.76733, best error:       622.12891 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 210.4561767578s, input_fired_time: 2.6325490475, output_fired_time: 2.4081606865, propagate_forward_time: 80.2441024780, propagate_backward_time: 120.8284683228, weight_update_time: 0.2305952460, other_time: 4.3428955078
epoch time: 16.9929122925s, input_fired_time: 0.3281497061, output_fired_time: 0.0000000000, propagate_forward_time: 14.8865184784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7782440186
validation[          , genome  6649] predictions:    9813/  10000 (98.13%), best:    9806/10000 (98.06%), error:       659.32422, best error:       622.12891 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 205.6164398193s, input_fired_time: 2.5978131294, output_fired_time: 3.2911388874, propagate_forward_time: 76.5492858887, propagate_backward_time: 118.9586029053, weight_update_time: 0.2268684655, other_time: 4.2196044922
epoch time: 16.9603385925s, input_fired_time: 0.3333264589, output_fired_time: 0.0000000000, propagate_forward_time: 15.8710184097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7559938431
validation[          , genome  6649] predictions:    9796/  10000 (97.96%), best:    9806/10000 (98.06%), error:       728.90637, best error:       622.12891 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 205.1365661621s, input_fired_time: 2.5821216106, output_fired_time: 3.2707059383, propagate_forward_time: 76.4659194946, propagate_backward_time: 118.5740051270, weight_update_time: 0.2285157889, other_time: 4.2438125610
epoch time: 15.4825105667s, input_fired_time: 0.3237739801, output_fired_time: 0.0000000000, propagate_forward_time: 14.4238834381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7348527908
validation[          , genome  6649] predictions:    9606/  10000 (96.06%), best:    9806/10000 (98.06%), error:      1376.12366, best error:       622.12891 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 218.2720642090s, input_fired_time: 2.7312889099, output_fired_time: 3.4753370285, propagate_forward_time: 83.9956741333, propagate_backward_time: 123.5841979980, weight_update_time: 0.2282132506, other_time: 4.4855651855
epoch time: 17.5210399628s, input_fired_time: 0.3415400088, output_fired_time: 0.0000000000, propagate_forward_time: 16.4152030945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7642974854
validation[          , genome  6649] predictions:    9767/  10000 (97.67%), best:    9806/10000 (98.06%), error:       790.07562, best error:       622.12891 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 206.5875396729s, input_fired_time: 2.5852077007, output_fired_time: 2.2728397846, propagate_forward_time: 78.4299926758, propagate_backward_time: 117.0017395020, weight_update_time: 0.2282651663, other_time: 6.2977600098
epoch time: 15.7669429779s, input_fired_time: 0.3237866759, output_fired_time: 0.0000000000, propagate_forward_time: 14.7090263367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7341299057
validation[          , genome  6649] predictions:    9818/  10000 (98.18%), best:    9806/10000 (98.06%), error:       643.80579, best error:       622.12891 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 209.7980346680s, input_fired_time: 2.6378681660, output_fired_time: 2.3049685955, propagate_forward_time: 82.9555130005, propagate_backward_time: 117.4983062744, weight_update_time: 0.2290005833, other_time: 4.4013900757
epoch time: 17.0885734558s, input_fired_time: 0.3288319409, output_fired_time: 0.0000000000, propagate_forward_time: 15.9671449661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7925958633
validation[          , genome  6649] predictions:    9801/  10000 (98.01%), best:    9806/10000 (98.06%), error:       755.20355, best error:       622.12891 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 204.9020996094s, input_fired_time: 2.5927209854, output_fired_time: 2.2736787796, propagate_forward_time: 77.3725585938, propagate_backward_time: 117.3980178833, weight_update_time: 0.2285427600, other_time: 5.2651138306
epoch time: 17.0562496185s, input_fired_time: 0.3365918696, output_fired_time: 0.0000000000, propagate_forward_time: 14.8580360413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8616218567
validation[          , genome  6649] predictions:    9807/  10000 (98.07%), best:    9806/10000 (98.06%), error:       660.51324, best error:       622.12891 on epoch:    63, 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: 83.1390991211s, input_fired_time: 1.6286289692, output_fired_time: 0.0000000000, propagate_forward_time: 77.5740661621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9364013672
best training[          , genome  6649] predictions:   49777/  50000 (99.55%), best:    9806/10000 (98.06%), error:       971.22864, best error:       622.12891 on epoch:    63, 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: 16.8621959686s, input_fired_time: 0.3252409995, output_fired_time: 0.0000000000, propagate_forward_time: 15.7414970398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7954578400
   testing[          , genome  6649] predictions:    9833/  10000 (98.33%), best:    9806/10000 (98.06%), error:       578.59998, best error:       622.12891 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:50:18 (10668): called boinc_finish(0)

</stderr_txt>
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