Nameexact_genome_1512568488_43_3435_0
Workunit2588461
Created7 Dec 2017, 4:47:27 UTC
Sent7 Dec 2017, 4:53:54 UTC
Report deadline10 Dec 2017, 0:06:45 UTC
Received7 Dec 2017, 15:20:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time1 hours 44 min 17 sec
CPU time1 hours 39 min 44 sec
Validate stateValid
Credit700.15
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.74 MB
Peak swap size156.98 MB
Peak disk usage1.70 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0762377158, output_fired_time: 0.0000000000, propagate_forward_time: 3.9909791946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501786232
validation[          , genome  3435] predictions:    9602/  10000 (96.02%), best:    9627/10000 (96.27%), error:      1289.44714, best error:      1263.89734 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.1228942871s, input_fired_time: 0.6143980026, output_fired_time: 1.5791794062, propagate_forward_time: 21.1488971710, propagate_backward_time: 31.1717510223, weight_update_time: 0.1252208352, other_time: 2.6086673737
epoch time: 4.5290336609s, input_fired_time: 0.0749856830, output_fired_time: 0.0000000000, propagate_forward_time: 4.0010638237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529843330
validation[          , genome  3435] predictions:    9605/  10000 (96.05%), best:    9627/10000 (96.27%), error:      1357.33667, best error:      1263.89734 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.0227737427s, input_fired_time: 0.6883302331, output_fired_time: 0.6484539509, propagate_forward_time: 23.9625549316, propagate_backward_time: 36.6115646362, weight_update_time: 0.1463212669, other_time: 3.1118698120
epoch time: 5.6182308197s, input_fired_time: 0.0776050836, output_fired_time: 0.0000000000, propagate_forward_time: 5.0796394348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609861374
validation[          , genome  3435] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1237.02393, best error:      1237.02393 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.1059799194s, input_fired_time: 0.7015625834, output_fired_time: 0.6362982988, propagate_forward_time: 25.7414836884, propagate_backward_time: 36.0236129761, weight_update_time: 0.1360959411, other_time: 3.0030212402
epoch time: 4.4778094292s, input_fired_time: 0.0745131075, output_fired_time: 0.0000000000, propagate_forward_time: 3.9536836147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496128559
validation[          , genome  3435] predictions:    9565/  10000 (95.65%), best:    9632/10000 (96.32%), error:      1466.86987, best error:      1237.02393 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.3659172058s, input_fired_time: 0.6842547655, output_fired_time: 0.6061483026, propagate_forward_time: 22.3582248688, propagate_backward_time: 35.8801727295, weight_update_time: 0.1398288608, other_time: 2.8371200562
epoch time: 7.3436865807s, input_fired_time: 0.1036932394, output_fired_time: 0.0000000000, propagate_forward_time: 6.5889172554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510763168
validation[          , genome  3435] predictions:    9630/  10000 (96.30%), best:    9632/10000 (96.32%), error:      1243.57959, best error:      1237.02393 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 63.5732612610s, input_fired_time: 0.6927668452, output_fired_time: 0.6441953182, propagate_forward_time: 24.8587284088, propagate_backward_time: 34.5143013000, weight_update_time: 0.1337102801, other_time: 2.8632698059
epoch time: 9.0670118332s, input_fired_time: 0.1512433589, output_fired_time: 0.0000000000, propagate_forward_time: 8.0293464661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8864221573
validation[          , genome  3435] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1206.46716, best error:      1206.46716 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.5667572021s, input_fired_time: 0.6152403951, output_fired_time: 0.5648352504, propagate_forward_time: 20.3066387177, propagate_backward_time: 32.4357986450, weight_update_time: 0.1247839853, other_time: 2.6442413330
epoch time: 5.8045697212s, input_fired_time: 0.0813201517, output_fired_time: 0.0000000000, propagate_forward_time: 5.2340703011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891791344
validation[          , genome  3435] predictions:    9582/  10000 (95.82%), best:    9650/10000 (96.50%), error:      1430.29688, best error:      1206.46716 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 57.0439109802s, input_fired_time: 0.6150317192, output_fired_time: 0.5670245290, propagate_forward_time: 21.0701789856, propagate_backward_time: 32.1930122375, weight_update_time: 0.1250463873, other_time: 2.5986633301
epoch time: 4.5056228638s, input_fired_time: 0.0765455812, output_fired_time: 0.0000000000, propagate_forward_time: 3.9658954144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631817341
validation[          , genome  3435] predictions:    9635/  10000 (96.35%), best:    9650/10000 (96.50%), error:      1231.80103, best error:      1206.46716 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.0614662170s, input_fired_time: 0.6204276681, output_fired_time: 0.5669846535, propagate_forward_time: 21.1236038208, propagate_backward_time: 32.1341552734, weight_update_time: 0.1256156266, other_time: 2.6162948608
epoch time: 4.5115680695s, input_fired_time: 0.0748879537, output_fired_time: 0.0000000000, propagate_forward_time: 3.9910356998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456446171
validation[          , genome  3435] predictions:    9641/  10000 (96.41%), best:    9650/10000 (96.50%), error:      1229.18005, best error:      1206.46716 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 57.0003013611s, input_fired_time: 0.6143448353, output_fired_time: 1.5749603510, propagate_forward_time: 21.0693721771, propagate_backward_time: 31.1647262573, weight_update_time: 0.1248641461, other_time: 2.5768966675
epoch time: 4.4989795685s, input_fired_time: 0.0745693147, output_fired_time: 0.0000000000, propagate_forward_time: 3.9833722115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410381317
validation[          , genome  3435] predictions:    9610/  10000 (96.10%), best:    9650/10000 (96.50%), error:      1302.75012, best error:      1206.46716 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.8821907043s, input_fired_time: 0.6646825075, output_fired_time: 0.6395640969, propagate_forward_time: 23.6512184143, propagate_backward_time: 36.1184310913, weight_update_time: 0.1269221455, other_time: 2.8082923889
epoch time: 5.3502287865s, input_fired_time: 0.0963994041, output_fired_time: 0.0000000000, propagate_forward_time: 4.7014322281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523972511
validation[          , genome  3435] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1133.10669, best error:      1133.10669 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.5278244019s, input_fired_time: 0.6777548790, output_fired_time: 0.6253213882, propagate_forward_time: 23.9238719940, propagate_backward_time: 33.5137405396, weight_update_time: 0.1342130452, other_time: 2.7871398926
epoch time: 4.5634946823s, input_fired_time: 0.0769898072, output_fired_time: 0.0000000000, propagate_forward_time: 4.0300602913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564447403
validation[          , genome  3435] predictions:    9606/  10000 (96.06%), best:    9655/10000 (96.55%), error:      1331.41333, best error:      1133.10669 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 66.8535461426s, input_fired_time: 0.7461534739, output_fired_time: 0.6364215612, propagate_forward_time: 24.0556373596, propagate_backward_time: 38.3335189819, weight_update_time: 0.1487718523, other_time: 3.0818138123
epoch time: 4.8457765579s, input_fired_time: 0.0843090564, output_fired_time: 0.0000000000, propagate_forward_time: 4.3072781563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541893005
validation[          , genome  3435] predictions:    9620/  10000 (96.20%), best:    9655/10000 (96.55%), error:      1280.98865, best error:      1133.10669 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 55.2739105225s, input_fired_time: 0.6146649718, output_fired_time: 0.5677472949, propagate_forward_time: 21.1762180328, propagate_backward_time: 30.3220691681, weight_update_time: 0.1257134527, other_time: 2.5932064056
epoch time: 5.8293156624s, input_fired_time: 0.0813568830, output_fired_time: 0.0000000000, propagate_forward_time: 5.2731728554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747858047
validation[          , genome  3435] predictions:    9575/  10000 (95.75%), best:    9655/10000 (96.55%), error:      1370.84131, best error:      1133.10669 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 55.7682037354s, input_fired_time: 0.6176273227, output_fired_time: 0.5690932274, propagate_forward_time: 20.6825637817, propagate_backward_time: 30.2915306091, weight_update_time: 0.1252256781, other_time: 3.6073913574
epoch time: 5.6390428543s, input_fired_time: 0.0797215998, output_fired_time: 0.0000000000, propagate_forward_time: 5.0898756981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694457054
validation[          , genome  3435] predictions:    9629/  10000 (96.29%), best:    9655/10000 (96.55%), error:      1221.29309, best error:      1133.10669 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 57.1444129944s, input_fired_time: 0.6196994185, output_fired_time: 0.5822711587, propagate_forward_time: 21.1327953339, propagate_backward_time: 31.2880477905, weight_update_time: 0.1254383326, other_time: 3.5215988159
epoch time: 4.5966501236s, input_fired_time: 0.0774516016, output_fired_time: 0.0000000000, propagate_forward_time: 4.0624651909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567332268
validation[          , genome  3435] predictions:    9634/  10000 (96.34%), best:    9655/10000 (96.55%), error:      1224.73547, best error:      1133.10669 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 57.1037864685s, input_fired_time: 0.6170306206, output_fired_time: 1.5812215805, propagate_forward_time: 21.1490287781, propagate_backward_time: 31.1394157410, weight_update_time: 0.1256738156, other_time: 2.6170883179
epoch time: 4.5632028580s, input_fired_time: 0.0747481436, output_fired_time: 0.0000000000, propagate_forward_time: 4.0423297882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461250305
validation[          , genome  3435] predictions:    9616/  10000 (96.16%), best:    9655/10000 (96.55%), error:      1226.21692, best error:      1133.10669 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.5188064575s, input_fired_time: 0.6197416186, output_fired_time: 0.5706023574, propagate_forward_time: 23.2846050262, propagate_backward_time: 30.4244823456, weight_update_time: 0.1261474490, other_time: 2.6193714142
epoch time: 4.5695295334s, input_fired_time: 0.0773568153, output_fired_time: 0.0000000000, propagate_forward_time: 4.0298628807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623098373
validation[          , genome  3435] predictions:    9580/  10000 (95.80%), best:    9655/10000 (96.55%), error:      1476.64380, best error:      1133.10669 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 62.2948379517s, input_fired_time: 0.6820271611, output_fired_time: 0.6208701134, propagate_forward_time: 22.2396316528, propagate_backward_time: 35.9049224854, weight_update_time: 0.1268804818, other_time: 2.8473892212
epoch time: 4.5252270699s, input_fired_time: 0.0767072886, output_fired_time: 0.0000000000, propagate_forward_time: 3.9922103882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563093185
validation[          , genome  3435] predictions:    9664/  10000 (96.64%), best:    9655/10000 (96.55%), error:      1200.19495, best error:      1133.10669 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.8951835632s, input_fired_time: 0.6745117307, output_fired_time: 0.6131240129, propagate_forward_time: 21.8144836426, propagate_backward_time: 37.0229492188, weight_update_time: 0.1361526251, other_time: 2.7701148987
epoch time: 4.6013455391s, input_fired_time: 0.0770973116, output_fired_time: 0.0000000000, propagate_forward_time: 4.0673747063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568734169
validation[          , genome  3435] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1127.98279, best error:      1127.98279 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.3601760864s, input_fired_time: 0.6185786724, output_fired_time: 0.5699067712, propagate_forward_time: 21.2418975830, propagate_backward_time: 32.3165626526, weight_update_time: 0.1314563006, other_time: 2.6132278442
epoch time: 4.5848994255s, input_fired_time: 0.0770343170, output_fired_time: 0.0000000000, propagate_forward_time: 4.0596313477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482336044
validation[          , genome  3435] predictions:    9638/  10000 (96.38%), best:    9654/10000 (96.54%), error:      1223.56726, best error:      1127.98279 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.5611076355s, input_fired_time: 0.6233828664, output_fired_time: 0.5740904808, propagate_forward_time: 22.2807540894, propagate_backward_time: 31.4611206055, weight_update_time: 0.1256451160, other_time: 2.6217613220
epoch time: 4.4615826607s, input_fired_time: 0.0753585398, output_fired_time: 0.0000000000, propagate_forward_time: 3.9425854683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436388016
validation[          , genome  3435] predictions:    9616/  10000 (96.16%), best:    9654/10000 (96.54%), error:      1271.34326, best error:      1127.98279 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 56.9033966064s, input_fired_time: 1.6250288486, output_fired_time: 1.5750398636, propagate_forward_time: 19.9848136902, propagate_backward_time: 31.1281757355, weight_update_time: 0.1247394606, other_time: 2.5903377533
epoch time: 4.5406060219s, input_fired_time: 0.0764546990, output_fired_time: 0.0000000000, propagate_forward_time: 4.0157327652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484186172
validation[          , genome  3435] predictions:    9620/  10000 (96.20%), best:    9654/10000 (96.54%), error:      1198.22400, best error:      1127.98279 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.2069969177s, input_fired_time: 0.6204889417, output_fired_time: 0.5673081279, propagate_forward_time: 21.1967296600, propagate_backward_time: 32.2076416016, weight_update_time: 0.1249756068, other_time: 2.6148300171
epoch time: 4.4469590187s, input_fired_time: 0.0752720386, output_fired_time: 0.0000000000, propagate_forward_time: 3.9307041168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409828186
validation[          , genome  3435] predictions:    9663/  10000 (96.63%), best:    9654/10000 (96.54%), error:      1176.06018, best error:      1127.98279 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.1950988770s, input_fired_time: 0.6678805351, output_fired_time: 0.6391419768, propagate_forward_time: 25.4674949646, propagate_backward_time: 33.5245475769, weight_update_time: 0.1317837536, other_time: 2.8960342407
epoch time: 5.8247995377s, input_fired_time: 0.0815581977, output_fired_time: 0.0000000000, propagate_forward_time: 5.2497777939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934635162
validation[          , genome  3435] predictions:    9619/  10000 (96.19%), best:    9654/10000 (96.54%), error:      1251.25781, best error:      1127.98279 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.4403839111s, input_fired_time: 0.6233127713, output_fired_time: 0.5718940496, propagate_forward_time: 22.2559604645, propagate_backward_time: 31.3682174683, weight_update_time: 0.1259694695, other_time: 2.6209945679
epoch time: 4.5446715355s, input_fired_time: 0.0779691562, output_fired_time: 0.0000000000, propagate_forward_time: 4.0137672424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529352188
validation[          , genome  3435] predictions:    9633/  10000 (96.33%), best:    9654/10000 (96.54%), error:      1174.26929, best error:      1127.98279 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.1487731934s, input_fired_time: 0.6729201078, output_fired_time: 0.7043488622, propagate_forward_time: 25.1102142334, propagate_backward_time: 37.6010169983, weight_update_time: 0.1481405050, other_time: 4.0602760315
epoch time: 5.6035380363s, input_fired_time: 0.0766100809, output_fired_time: 0.0000000000, propagate_forward_time: 5.0707426071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561853409
validation[          , genome  3435] predictions:    9620/  10000 (96.20%), best:    9654/10000 (96.54%), error:      1297.80200, best error:      1127.98279 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 55.5892181396s, input_fired_time: 0.6118192673, output_fired_time: 0.5614458919, propagate_forward_time: 20.9107646942, propagate_backward_time: 30.9451980591, weight_update_time: 0.1232612059, other_time: 2.5599899292
epoch time: 5.7217407227s, input_fired_time: 0.0813714415, output_fired_time: 0.0000000000, propagate_forward_time: 5.1614108086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789586067
validation[          , genome  3435] predictions:    9663/  10000 (96.63%), best:    9654/10000 (96.54%), error:      1140.13403, best error:      1127.98279 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 56.0995140076s, input_fired_time: 0.6205552816, output_fired_time: 0.5675086379, propagate_forward_time: 21.1722640991, propagate_backward_time: 31.1312694550, weight_update_time: 0.1250683963, other_time: 2.6079158783
epoch time: 5.8217306137s, input_fired_time: 0.0932087526, output_fired_time: 0.0000000000, propagate_forward_time: 5.2503008842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782209396
validation[          , genome  3435] predictions:    9629/  10000 (96.29%), best:    9654/10000 (96.54%), error:      1293.07361, best error:      1127.98279 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.4146347046s, input_fired_time: 0.6650446057, output_fired_time: 0.6033811569, propagate_forward_time: 22.3066272736, propagate_backward_time: 34.0975379944, weight_update_time: 0.1339410990, other_time: 2.7420463562
epoch time: 4.9592242241s, input_fired_time: 0.0920939147, output_fired_time: 0.0000000000, propagate_forward_time: 4.3562812805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108489990
validation[          , genome  3435] predictions:    9587/  10000 (95.87%), best:    9654/10000 (96.54%), error:      1413.20410, best error:      1127.98279 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.4292526245s, input_fired_time: 0.6274666786, output_fired_time: 0.5707448125, propagate_forward_time: 21.3401374817, propagate_backward_time: 32.2998199463, weight_update_time: 0.1251392215, other_time: 2.5910835266
epoch time: 4.3063955307s, input_fired_time: 0.0751478970, output_fired_time: 0.0000000000, propagate_forward_time: 3.7938442230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374032021
validation[          , genome  3435] predictions:    9662/  10000 (96.62%), best:    9654/10000 (96.54%), error:      1142.21448, best error:      1127.98279 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 57.5276756287s, input_fired_time: 0.6314964890, output_fired_time: 0.5748834610, propagate_forward_time: 23.2917480469, propagate_backward_time: 30.4100494385, weight_update_time: 0.1260022968, other_time: 2.6194992065
epoch time: 4.4316549301s, input_fired_time: 0.0745307058, output_fired_time: 0.0000000000, propagate_forward_time: 3.9201426506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369816780
validation[          , genome  3435] predictions:    9656/  10000 (96.56%), best:    9654/10000 (96.54%), error:      1140.63660, best error:      1127.98279 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 57.7588615417s, input_fired_time: 0.6264740229, output_fired_time: 0.5715487003, propagate_forward_time: 21.3882656097, propagate_backward_time: 32.5175247192, weight_update_time: 0.1260399222, other_time: 2.6550521851
epoch time: 4.4873046875s, input_fired_time: 0.0770372152, output_fired_time: 0.0000000000, propagate_forward_time: 3.9628510475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474163055
validation[          , genome  3435] predictions:    9662/  10000 (96.62%), best:    9654/10000 (96.54%), error:      1201.10376, best error:      1127.98279 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 57.5549583435s, input_fired_time: 0.6253694892, output_fired_time: 0.5980318189, propagate_forward_time: 21.3167152405, propagate_backward_time: 31.3952445984, weight_update_time: 0.1260838211, other_time: 3.6195983887
epoch time: 5.7705407143s, input_fired_time: 0.0814159364, output_fired_time: 0.0000000000, propagate_forward_time: 5.2185230255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706015587
validation[          , genome  3435] predictions:    9636/  10000 (96.36%), best:    9654/10000 (96.54%), error:      1184.50989, best error:      1127.98279 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 55.9701499939s, input_fired_time: 0.6190319061, output_fired_time: 0.5658989549, propagate_forward_time: 21.0942058563, propagate_backward_time: 31.1273479462, weight_update_time: 0.1239057407, other_time: 2.5636692047
epoch time: 5.7869219780s, input_fired_time: 0.0800123960, output_fired_time: 0.0000000000, propagate_forward_time: 5.2230796814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838299751
validation[          , genome  3435] predictions:    9626/  10000 (96.26%), best:    9654/10000 (96.54%), error:      1242.91040, best error:      1127.98279 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 56.8912315369s, input_fired_time: 0.6218587756, output_fired_time: 0.5676208735, propagate_forward_time: 22.1593608856, propagate_backward_time: 30.9641551971, weight_update_time: 0.1235460192, other_time: 2.5782337189
epoch time: 4.5417318344s, input_fired_time: 0.0768476054, output_fired_time: 0.0000000000, propagate_forward_time: 4.0170173645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478669167
validation[          , genome  3435] predictions:    9606/  10000 (96.06%), best:    9654/10000 (96.54%), error:      1329.51111, best error:      1127.98279 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.3617324829s, input_fired_time: 0.6258192658, output_fired_time: 0.5708850622, propagate_forward_time: 21.1808490753, propagate_backward_time: 32.3708152771, weight_update_time: 0.1262626350, other_time: 2.6133613586
epoch time: 4.5327730179s, input_fired_time: 0.0764209479, output_fired_time: 0.0000000000, propagate_forward_time: 4.0031886101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531636238
validation[          , genome  3435] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1135.73010, best error:      1127.98279 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 57.5299987793s, input_fired_time: 0.6236436367, output_fired_time: 0.5751226544, propagate_forward_time: 22.3244018555, propagate_backward_time: 31.4072723389, weight_update_time: 0.1273893118, other_time: 2.5995597839
epoch time: 4.5228753090s, input_fired_time: 0.0775957704, output_fired_time: 0.0000000000, propagate_forward_time: 3.9976038933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476757050
validation[          , genome  3435] predictions:    9651/  10000 (96.51%), best:    9654/10000 (96.54%), error:      1189.82568, best error:      1127.98279 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.4189987183s, input_fired_time: 0.6255176663, output_fired_time: 0.5707530975, propagate_forward_time: 21.2773113251, propagate_backward_time: 32.3301734924, weight_update_time: 0.1257970780, other_time: 2.6152381897
epoch time: 4.5435056686s, input_fired_time: 0.0773055106, output_fired_time: 0.0000000000, propagate_forward_time: 4.0200686455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461317062
validation[          , genome  3435] predictions:    9627/  10000 (96.27%), best:    9654/10000 (96.54%), error:      1208.22021, best error:      1127.98279 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 58.1085624695s, input_fired_time: 1.6426422596, output_fired_time: 0.5796800256, propagate_forward_time: 20.4486007690, propagate_backward_time: 32.7718086243, weight_update_time: 0.1272030473, other_time: 2.6658287048
epoch time: 4.5951447487s, input_fired_time: 0.0769277215, output_fired_time: 0.0000000000, propagate_forward_time: 4.0746397972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435772896
validation[          , genome  3435] predictions:    9637/  10000 (96.37%), best:    9654/10000 (96.54%), error:      1172.94556, best error:      1127.98279 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.7430648804s, input_fired_time: 0.7163068056, output_fired_time: 0.6551639438, propagate_forward_time: 24.3442611694, propagate_backward_time: 38.0810279846, weight_update_time: 0.1438621879, other_time: 2.9463005066
epoch time: 4.4897241592s, input_fired_time: 0.0767088085, output_fired_time: 0.0000000000, propagate_forward_time: 3.9677388668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452764988
validation[          , genome  3435] predictions:    9597/  10000 (95.97%), best:    9654/10000 (96.54%), error:      1268.00757, best error:      1127.98279 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.6973266602s, input_fired_time: 0.6271135211, output_fired_time: 0.5727135539, propagate_forward_time: 20.4061889648, propagate_backward_time: 33.4658622742, weight_update_time: 0.1268551201, other_time: 2.6254501343
epoch time: 4.5682044029s, input_fired_time: 0.0772786438, output_fired_time: 0.0000000000, propagate_forward_time: 4.0418949127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490308762
validation[          , genome  3435] predictions:    9546/  10000 (95.46%), best:    9654/10000 (96.54%), error:      1457.88367, best error:      1127.98279 on epoch:    33, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.7879142761s, input_fired_time: 0.6288189888, output_fired_time: 0.5749416351, propagate_forward_time: 22.3990650177, propagate_backward_time: 30.5804805756, weight_update_time: 0.1256900877, other_time: 2.6046085358
epoch time: 4.5637354851s, input_fired_time: 0.0779979676, output_fired_time: 0.0000000000, propagate_forward_time: 4.0362319946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495053291
validation[          , genome  3435] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1108.58728, best error:      1108.58728 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 59.8232307434s, input_fired_time: 0.6334311366, output_fired_time: 0.5977306962, propagate_forward_time: 22.6887512207, propagate_backward_time: 33.1956863403, weight_update_time: 0.1418306679, other_time: 2.7076301575
epoch time: 4.5377893448s, input_fired_time: 0.0779359639, output_fired_time: 0.0000000000, propagate_forward_time: 4.0130720139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467811584
validation[          , genome  3435] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1099.78076, best error:      1099.78076 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.4702262878s, input_fired_time: 0.6495260596, output_fired_time: 0.5913139582, propagate_forward_time: 22.1032371521, propagate_backward_time: 33.4804687500, weight_update_time: 0.1312856376, other_time: 2.6456832886
epoch time: 6.8824181557s, input_fired_time: 0.1003861949, output_fired_time: 0.0000000000, propagate_forward_time: 6.1996560097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823760033
validation[          , genome  3435] predictions:    9635/  10000 (96.35%), best:    9677/10000 (96.77%), error:      1180.31873, best error:      1099.78076 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 58.0905265808s, input_fired_time: 0.6459166408, output_fired_time: 0.5737352371, propagate_forward_time: 20.5466270447, propagate_backward_time: 33.6975021362, weight_update_time: 0.1256376505, other_time: 2.6267471313
epoch time: 4.5673384666s, input_fired_time: 0.0778494850, output_fired_time: 0.0000000000, propagate_forward_time: 4.0417995453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476895332
validation[          , genome  3435] predictions:    9657/  10000 (96.57%), best:    9677/10000 (96.77%), error:      1138.32410, best error:      1099.78076 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 60.8214912415s, input_fired_time: 0.6724069118, output_fired_time: 0.6171427965, propagate_forward_time: 22.5747375488, propagate_backward_time: 34.2313385010, weight_update_time: 0.1369989961, other_time: 2.7258682251
epoch time: 5.2439651489s, input_fired_time: 0.0804273412, output_fired_time: 0.0000000000, propagate_forward_time: 4.6301541328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333838463
validation[          , genome  3435] predictions:    9597/  10000 (95.97%), best:    9677/10000 (96.77%), error:      1263.45264, best error:      1099.78076 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 59.0024414063s, input_fired_time: 0.6566643119, output_fired_time: 0.5797535181, propagate_forward_time: 20.8744049072, propagate_backward_time: 34.1940002441, weight_update_time: 0.1267289817, other_time: 2.6976165771
epoch time: 5.4008693695s, input_fired_time: 0.0761003792, output_fired_time: 0.0000000000, propagate_forward_time: 4.8902745247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344944954
validation[          , genome  3435] predictions:    9662/  10000 (96.62%), best:    9677/10000 (96.77%), error:      1130.84998, best error:      1099.78076 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.1793518066s, input_fired_time: 0.7220974565, output_fired_time: 0.6357958913, propagate_forward_time: 23.4301643372, propagate_backward_time: 36.3846702576, weight_update_time: 0.1417317986, other_time: 5.0066223145
epoch time: 4.5946097374s, input_fired_time: 0.0793355405, output_fired_time: 0.0000000000, propagate_forward_time: 4.0547165871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605574608
validation[          , genome  3435] predictions:    9612/  10000 (96.12%), best:    9677/10000 (96.77%), error:      1272.38159, best error:      1099.78076 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 57.1705551147s, input_fired_time: 0.6300407648, output_fired_time: 0.5710451007, propagate_forward_time: 20.0994701385, propagate_backward_time: 33.2334709167, weight_update_time: 0.1267309636, other_time: 2.6365318298
epoch time: 4.4008560181s, input_fired_time: 0.0759361535, output_fired_time: 0.0000000000, propagate_forward_time: 3.8810238838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438958168
validation[          , genome  3435] predictions:    9614/  10000 (96.14%), best:    9677/10000 (96.77%), error:      1236.54211, best error:      1099.78076 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.8978996277s, input_fired_time: 0.6661507487, output_fired_time: 0.6384418607, propagate_forward_time: 25.0787544250, propagate_backward_time: 32.7033500671, weight_update_time: 0.1350017190, other_time: 2.8112030029
epoch time: 5.6662182808s, input_fired_time: 0.0821655691, output_fired_time: 0.0000000000, propagate_forward_time: 5.1038322449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802203178
validation[          , genome  3435] predictions:    9663/  10000 (96.63%), best:    9677/10000 (96.77%), error:      1112.01294, best error:      1099.78076 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 55.5036888123s, input_fired_time: 0.6404268742, output_fired_time: 0.5634698868, propagate_forward_time: 20.8676452637, propagate_backward_time: 30.8456325531, weight_update_time: 0.1244570613, other_time: 2.5865154266
epoch time: 5.7961688042s, input_fired_time: 0.0848207101, output_fired_time: 0.0000000000, propagate_forward_time: 5.2330980301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782500267
validation[          , genome  3435] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1097.39478, best error:      1097.39478 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.8158454895s, input_fired_time: 0.6373863816, output_fired_time: 0.5819658041, propagate_forward_time: 20.9897060394, propagate_backward_time: 32.0297508240, weight_update_time: 0.1245351732, other_time: 2.5770378113
epoch time: 4.6415786743s, input_fired_time: 0.0796776786, output_fired_time: 0.0000000000, propagate_forward_time: 4.0990591049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628419876
validation[          , genome  3435] predictions:    9664/  10000 (96.64%), best:    9678/10000 (96.78%), error:      1129.80957, best error:      1097.39478 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.3701324463s, input_fired_time: 0.6312992573, output_fired_time: 0.5722860694, propagate_forward_time: 21.2018909454, propagate_backward_time: 32.3477058411, weight_update_time: 0.1269547194, other_time: 2.6169548035
epoch time: 4.3498964310s, input_fired_time: 0.0760876909, output_fired_time: 0.0000000000, propagate_forward_time: 3.8362576962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375512600
validation[          , genome  3435] predictions:    9652/  10000 (96.52%), best:    9678/10000 (96.78%), error:      1102.41846, best error:      1097.39478 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.2626228333s, input_fired_time: 0.6271810532, output_fired_time: 0.5731818080, propagate_forward_time: 21.1507091522, propagate_backward_time: 32.3089218140, weight_update_time: 0.1260042340, other_time: 2.6026306152
epoch time: 4.5592594147s, input_fired_time: 0.0778206363, output_fired_time: 0.0000000000, propagate_forward_time: 4.0310158730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504227638
validation[          , genome  3435] predictions:    9559/  10000 (95.59%), best:    9678/10000 (96.78%), error:      1471.89819, best error:      1097.39478 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 57.4463005066s, input_fired_time: 0.6289998889, output_fired_time: 0.5706588626, propagate_forward_time: 21.2363262177, propagate_backward_time: 32.4184951782, weight_update_time: 0.1257251501, other_time: 2.5918197632
epoch time: 4.3869161606s, input_fired_time: 0.0770206079, output_fired_time: 0.0000000000, propagate_forward_time: 3.8653559685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445395470
validation[          , genome  3435] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1055.81934, best error:      1055.81934 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.4865798950s, input_fired_time: 0.6287294030, output_fired_time: 0.5751938820, propagate_forward_time: 22.2438411713, propagate_backward_time: 31.4320373535, weight_update_time: 0.1258450150, other_time: 2.6067733765
epoch time: 4.5145039558s, input_fired_time: 0.0786489397, output_fired_time: 0.0000000000, propagate_forward_time: 3.9806628227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551920891
validation[          , genome  3435] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1055.05591, best error:      1055.05591 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.1787033081s, input_fired_time: 0.7215298414, output_fired_time: 0.6531783342, propagate_forward_time: 25.6371994019, propagate_backward_time: 37.2713165283, weight_update_time: 0.1416281611, other_time: 2.8954849243
epoch time: 4.4656534195s, input_fired_time: 0.0773734450, output_fired_time: 0.0000000000, propagate_forward_time: 3.9389581680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493217468
validation[          , genome  3435] predictions:    9661/  10000 (96.61%), best:    9694/10000 (96.94%), error:      1097.58130, best error:      1055.05591 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 58.6706619263s, input_fired_time: 0.6652963758, output_fired_time: 0.5849592090, propagate_forward_time: 20.7047920227, propagate_backward_time: 34.0353431702, weight_update_time: 0.1321470886, other_time: 2.6802711487
epoch time: 8.3308439255s, input_fired_time: 0.1625225097, output_fired_time: 0.0000000000, propagate_forward_time: 7.3782386780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7900829315
validation[          , genome  3435] predictions:    9655/  10000 (96.55%), best:    9694/10000 (96.94%), error:      1138.20532, best error:      1055.05591 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 57.1199035645s, input_fired_time: 0.6286640167, output_fired_time: 0.5674655437, propagate_forward_time: 21.1732883453, propagate_backward_time: 32.1731796265, weight_update_time: 0.1247282475, other_time: 2.5773086548
epoch time: 4.5153374672s, input_fired_time: 0.0779051632, output_fired_time: 0.0000000000, propagate_forward_time: 3.9865295887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509027004
validation[          , genome  3435] predictions:    9607/  10000 (96.07%), best:    9694/10000 (96.94%), error:      1231.45776, best error:      1055.05591 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.3391494751s, input_fired_time: 0.6283676624, output_fired_time: 0.5719743371, propagate_forward_time: 21.4132194519, propagate_backward_time: 31.1398487091, weight_update_time: 0.1252423078, other_time: 2.5857372284
epoch time: 4.4402093887s, input_fired_time: 0.0756043494, output_fired_time: 0.0000000000, propagate_forward_time: 3.9232678413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413371086
validation[          , genome  3435] predictions:    9626/  10000 (96.26%), best:    9694/10000 (96.94%), error:      1224.02246, best error:      1055.05591 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.8696746826s, input_fired_time: 0.6503921151, output_fired_time: 0.5980776548, propagate_forward_time: 22.2378616333, propagate_backward_time: 31.5580959320, weight_update_time: 0.1269411147, other_time: 4.8252506256
epoch time: 5.8966364861s, input_fired_time: 0.0837636814, output_fired_time: 0.0000000000, propagate_forward_time: 5.3301715851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827013016
validation[          , genome  3435] predictions:    9541/  10000 (95.41%), best:    9694/10000 (96.94%), error:      1609.51123, best error:      1055.05591 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 57.2377471924s, input_fired_time: 0.6273041368, output_fired_time: 0.5685372353, propagate_forward_time: 22.2033748627, propagate_backward_time: 31.2415657043, weight_update_time: 0.1255120486, other_time: 2.5969657898
epoch time: 4.6338410378s, input_fired_time: 0.0909323767, output_fired_time: 0.0000000000, propagate_forward_time: 4.0947227478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481859207
validation[          , genome  3435] predictions:    9650/  10000 (96.50%), best:    9694/10000 (96.94%), error:      1149.79846, best error:      1055.05591 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 69.0676498413s, input_fired_time: 0.7330539227, output_fired_time: 0.7145526409, propagate_forward_time: 25.4315490723, propagate_backward_time: 38.0617828369, weight_update_time: 0.1773311943, other_time: 4.1267089844
epoch time: 5.9820141792s, input_fired_time: 0.0856651515, output_fired_time: 0.0000000000, propagate_forward_time: 5.3973317146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990172386
validation[          , genome  3435] predictions:    9551/  10000 (95.51%), best:    9694/10000 (96.94%), error:      1521.93530, best error:      1055.05591 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.1674499512s, input_fired_time: 0.7439877391, output_fired_time: 0.7050404549, propagate_forward_time: 25.3678836823, propagate_backward_time: 37.3806800842, weight_update_time: 0.1353568435, other_time: 2.9698600769
epoch time: 4.4997849464s, input_fired_time: 0.0786509141, output_fired_time: 0.0000000000, propagate_forward_time: 3.9739947319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471392632
validation[          , genome  3435] predictions:    9676/  10000 (96.76%), best:    9694/10000 (96.94%), error:      1091.11182, best error:      1055.05591 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.1856842041s, input_fired_time: 0.6274562478, output_fired_time: 0.5709112883, propagate_forward_time: 22.1419620514, propagate_backward_time: 31.2728404999, weight_update_time: 0.1250125915, other_time: 2.5725116730
epoch time: 4.4914479256s, input_fired_time: 0.0773797855, output_fired_time: 0.0000000000, propagate_forward_time: 3.9724633694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416048527
validation[          , genome  3435] predictions:    9677/  10000 (96.77%), best:    9694/10000 (96.94%), error:      1137.34314, best error:      1055.05591 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.6198387146s, input_fired_time: 0.6740244031, output_fired_time: 0.5735337138, propagate_forward_time: 21.3263912201, propagate_backward_time: 31.4524230957, weight_update_time: 0.1255511343, other_time: 3.5934677124
epoch time: 5.7583599091s, input_fired_time: 0.0813172460, output_fired_time: 0.0000000000, propagate_forward_time: 5.2149548531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620876312
validation[          , genome  3435] predictions:    9652/  10000 (96.52%), best:    9694/10000 (96.94%), error:      1192.48010, best error:      1055.05591 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.6350288391s, input_fired_time: 0.6209456921, output_fired_time: 0.5635533929, propagate_forward_time: 19.9834899902, propagate_backward_time: 30.8856906891, weight_update_time: 0.1237106472, other_time: 3.5813503265
epoch time: 5.8564934731s, input_fired_time: 0.0835105106, output_fired_time: 0.0000000000, propagate_forward_time: 5.2993893623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735937119
validation[          , genome  3435] predictions:    9638/  10000 (96.38%), best:    9694/10000 (96.94%), error:      1207.85132, best error:      1055.05591 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 57.5168838501s, input_fired_time: 0.6336440444, output_fired_time: 0.5727497935, propagate_forward_time: 21.2978973389, propagate_backward_time: 32.3930549622, weight_update_time: 0.1267475337, other_time: 2.6195373535
epoch time: 4.6201109886s, input_fired_time: 0.0807469264, output_fired_time: 0.0000000000, propagate_forward_time: 4.0828394890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565243721
validation[          , genome  3435] predictions:    9659/  10000 (96.59%), best:    9694/10000 (96.94%), error:      1130.15405, best error:      1055.05591 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.2278404236s, input_fired_time: 0.6315529346, output_fired_time: 0.5697318316, propagate_forward_time: 22.2452411652, propagate_backward_time: 31.1707725525, weight_update_time: 0.1254147142, other_time: 2.6105384827
epoch time: 4.5203461647s, input_fired_time: 0.0785467997, output_fired_time: 0.0000000000, propagate_forward_time: 3.9963152409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454839230
validation[          , genome  3435] predictions:    9653/  10000 (96.53%), best:    9694/10000 (96.94%), error:      1165.57410, best error:      1055.05591 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.5315933228s, input_fired_time: 0.7012262940, output_fired_time: 0.7294506431, propagate_forward_time: 26.7084407806, propagate_backward_time: 37.3087539673, weight_update_time: 0.1737012416, other_time: 3.0837173462
epoch time: 5.8874883652s, input_fired_time: 0.0834195986, output_fired_time: 0.0000000000, propagate_forward_time: 5.3267159462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773526192
validation[          , genome  3435] predictions:    9681/  10000 (96.81%), best:    9694/10000 (96.94%), error:      1072.63550, best error:      1055.05591 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.2683601379s, input_fired_time: 0.6305560470, output_fired_time: 0.5708705187, propagate_forward_time: 20.2309036255, propagate_backward_time: 33.2470130920, weight_update_time: 0.1251884848, other_time: 2.5890197754
epoch time: 4.5773062706s, input_fired_time: 0.0801028162, output_fired_time: 0.0000000000, propagate_forward_time: 4.0284695625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687337875
validation[          , genome  3435] predictions:    9673/  10000 (96.73%), best:    9694/10000 (96.94%), error:      1086.66748, best error:      1055.05591 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.9043731689s, input_fired_time: 0.6285020709, output_fired_time: 0.5649437308, propagate_forward_time: 20.0409755707, propagate_backward_time: 33.0845222473, weight_update_time: 0.1246920526, other_time: 2.5854301453
epoch time: 4.2887992859s, input_fired_time: 0.0763217807, output_fired_time: 0.0000000000, propagate_forward_time: 3.7747721672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377055168
validation[          , genome  3435] predictions:    9639/  10000 (96.39%), best:    9694/10000 (96.94%), error:      1232.50317, best error:      1055.05591 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.8900871277s, input_fired_time: 0.6283206940, output_fired_time: 0.5668553114, propagate_forward_time: 22.0688438416, propagate_backward_time: 30.0438442230, weight_update_time: 0.1245371550, other_time: 3.5822200775
epoch time: 4.5404119492s, input_fired_time: 0.0799126849, output_fired_time: 0.0000000000, propagate_forward_time: 4.0084276199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520716667
validation[          , genome  3435] predictions:    9649/  10000 (96.49%), best:    9694/10000 (96.94%), error:      1179.90283, best error:      1055.05591 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 59.5740242004s, input_fired_time: 0.6501851678, output_fired_time: 0.5914601088, propagate_forward_time: 21.1077041626, propagate_backward_time: 33.4886016846, weight_update_time: 0.1279023886, other_time: 3.7360725403
epoch time: 4.2458209991s, input_fired_time: 0.0757192150, output_fired_time: 0.0000000000, propagate_forward_time: 3.7484874725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216141701
validation[          , genome  3435] predictions:    9656/  10000 (96.56%), best:    9694/10000 (96.94%), error:      1127.05115, best error:      1055.05591 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.2758903503s, input_fired_time: 0.6294882298, output_fired_time: 0.5711063147, propagate_forward_time: 21.2345409393, propagate_backward_time: 32.2490196228, weight_update_time: 0.1248001158, other_time: 2.5917320251
epoch time: 4.5796041489s, input_fired_time: 0.0788517445, output_fired_time: 0.0000000000, propagate_forward_time: 4.0496954918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510569572
validation[          , genome  3435] predictions:    9653/  10000 (96.53%), best:    9694/10000 (96.94%), error:      1155.85535, best error:      1055.05591 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.1798362732s, input_fired_time: 0.6340270042, output_fired_time: 0.5693073273, propagate_forward_time: 21.1987342834, propagate_backward_time: 32.1699523926, weight_update_time: 0.1257530451, other_time: 2.6078147888
epoch time: 4.5679774284s, input_fired_time: 0.0792138726, output_fired_time: 0.0000000000, propagate_forward_time: 4.0443081856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444551468
validation[          , genome  3435] predictions:    9663/  10000 (96.63%), best:    9694/10000 (96.94%), error:      1101.94788, best error:      1055.05591 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.1088371277s, input_fired_time: 0.6342641711, output_fired_time: 0.5719175339, propagate_forward_time: 21.2000808716, propagate_backward_time: 32.1290359497, weight_update_time: 0.1253249347, other_time: 2.5735359192
epoch time: 5.5139303207s, input_fired_time: 0.0784167945, output_fired_time: 0.0000000000, propagate_forward_time: 4.9870567322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484567642
validation[          , genome  3435] predictions:    9642/  10000 (96.42%), best:    9694/10000 (96.94%), error:      1193.85071, best error:      1055.05591 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.7703437805s, input_fired_time: 0.6428654194, output_fired_time: 0.5709902048, propagate_forward_time: 21.3957214355, propagate_backward_time: 31.4739646912, weight_update_time: 0.1269806325, other_time: 2.6868019104
epoch time: 7.5959377289s, input_fired_time: 0.1133972108, output_fired_time: 0.0000000000, propagate_forward_time: 6.8384675980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6440730095
validation[          , genome  3435] predictions:    9674/  10000 (96.74%), best:    9694/10000 (96.94%), error:      1127.99194, best error:      1055.05591 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 60.1710662842s, input_fired_time: 0.6357718706, output_fired_time: 0.5906477571, propagate_forward_time: 22.3314914703, propagate_backward_time: 33.8863334656, weight_update_time: 0.1258781403, other_time: 2.7268180847
epoch time: 4.5771942139s, input_fired_time: 0.0795540139, output_fired_time: 0.0000000000, propagate_forward_time: 4.0382790565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593610764
validation[          , genome  3435] predictions:    9657/  10000 (96.57%), best:    9694/10000 (96.94%), error:      1129.21082, best error:      1055.05591 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 57.0275459290s, input_fired_time: 0.6302715540, output_fired_time: 0.5703119040, propagate_forward_time: 22.0972080231, propagate_backward_time: 31.1595535278, weight_update_time: 0.1241755933, other_time: 2.5701980591
epoch time: 4.6025733948s, input_fired_time: 0.0799703598, output_fired_time: 0.0000000000, propagate_forward_time: 4.0505332947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720697403
validation[          , genome  3435] predictions:    9635/  10000 (96.35%), best:    9694/10000 (96.94%), error:      1197.00464, best error:      1055.05591 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.8556671143s, input_fired_time: 0.6326285601, output_fired_time: 0.5676411390, propagate_forward_time: 22.0102672577, propagate_backward_time: 31.0506839752, weight_update_time: 0.1248258501, other_time: 2.5944423676
epoch time: 4.5555143356s, input_fired_time: 0.0800842643, output_fired_time: 0.0000000000, propagate_forward_time: 4.0271649361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482650757
validation[          , genome  3435] predictions:    9654/  10000 (96.54%), best:    9694/10000 (96.94%), error:      1115.44446, best error:      1055.05591 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 57.5685615540s, input_fired_time: 0.6381428838, output_fired_time: 0.5737512112, propagate_forward_time: 22.3036842346, propagate_backward_time: 31.4344596863, weight_update_time: 0.1270622611, other_time: 2.6185264587
epoch time: 4.3390932083s, input_fired_time: 0.0773797929, output_fired_time: 0.0000000000, propagate_forward_time: 3.8195300102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421834946
validation[          , genome  3435] predictions:    9651/  10000 (96.51%), best:    9694/10000 (96.94%), error:      1168.82520, best error:      1055.05591 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 70.7609710693s, input_fired_time: 0.7787007093, output_fired_time: 0.7245854139, propagate_forward_time: 26.8100967407, propagate_backward_time: 39.2749786377, weight_update_time: 0.1669260561, other_time: 3.1726074219
epoch time: 4.5456228256s, input_fired_time: 0.0803857520, output_fired_time: 0.0000000000, propagate_forward_time: 4.0117168427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4535202980
validation[          , genome  3435] predictions:    9674/  10000 (96.74%), best:    9694/10000 (96.94%), error:      1101.73047, best error:      1055.05591 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.2835617065s, input_fired_time: 0.6357519627, output_fired_time: 0.5690795779, propagate_forward_time: 22.1481666565, propagate_backward_time: 31.3325462341, weight_update_time: 0.1254724562, other_time: 2.5980148315
epoch time: 4.5331740379s, input_fired_time: 0.0796414688, output_fired_time: 0.0000000000, propagate_forward_time: 4.0047130585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488196373
validation[          , genome  3435] predictions:    9664/  10000 (96.64%), best:    9694/10000 (96.94%), error:      1104.86938, best error:      1055.05591 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 57.2765121460s, input_fired_time: 0.6393717527, output_fired_time: 0.5733689070, propagate_forward_time: 20.2680835724, propagate_backward_time: 33.1906204224, weight_update_time: 0.1256694943, other_time: 2.6050720215
epoch time: 4.5135550499s, input_fired_time: 0.0794142336, output_fired_time: 0.0000000000, propagate_forward_time: 3.9807672501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533734322
validation[          , genome  3435] predictions:    9650/  10000 (96.50%), best:    9694/10000 (96.94%), error:      1197.39771, best error:      1055.05591 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.6075325012s, input_fired_time: 0.6334505677, output_fired_time: 0.5855705142, propagate_forward_time: 20.3074054718, propagate_backward_time: 33.5032310486, weight_update_time: 0.1251846850, other_time: 2.5778770447
epoch time: 5.8693957329s, input_fired_time: 0.0845606998, output_fired_time: 0.0000000000, propagate_forward_time: 5.3057451248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790897369
validation[          , genome  3435] predictions:    9670/  10000 (96.70%), best:    9694/10000 (96.94%), error:      1076.81995, best error:      1055.05591 on epoch:    70, 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: 23.8383407593s, input_fired_time: 0.3959082067, output_fired_time: 0.0000000000, propagate_forward_time: 21.0098934174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4325389862
best training[          , genome  3435] predictions:   49144/  50000 (98.29%), best:    9694/10000 (96.94%), error:      3230.29761, best error:      1055.05591 on epoch:    70, 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: 4.5581760406s, input_fired_time: 0.0787681714, output_fired_time: 0.0000000000, propagate_forward_time: 4.0205183029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588894844
   testing[          , genome  3435] predictions:    9719/  10000 (97.19%), best:    9694/10000 (96.94%), error:       913.14209, best error:      1055.05591 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:41:01 (2068): called boinc_finish(0)

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