Nameexact_genome_1512568488_43_7161_1
Workunit2607067
Created8 Dec 2017, 0:10:43 UTC
Sent8 Dec 2017, 0:18:03 UTC
Report deadline17 Dec 2017, 17:19:13 UTC
Received8 Dec 2017, 14:22:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 39 min 48 sec
CPU time3 hours 39 min 45 sec
Validate stateValid
Credit2,427.29
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.80 MB
Peak swap size154.13 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
02840, output_fired_time: 0.7495989799, propagate_forward_time: 42.4235038757, propagate_backward_time: 61.3511772156, weight_update_time: 0.0963825434, other_time: 2.1303329468
epoch time: 10.1716899872s, input_fired_time: 0.1331636161, output_fired_time: 0.0000000000, propagate_forward_time: 9.6261405945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123859406
validation[          , genome  7161] predictions:    9665/  10000 (96.65%), best:    9699/10000 (96.99%), error:      1092.86401, best error:      1013.25092 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.1440353394s, input_fired_time: 1.1530852318, output_fired_time: 0.7525218129, propagate_forward_time: 42.3944816589, propagate_backward_time: 61.7274360657, weight_update_time: 0.0945824683, other_time: 2.1165084839
epoch time: 8.9712657928s, input_fired_time: 0.1228285953, output_fired_time: 0.0000000000, propagate_forward_time: 8.4702920914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781452179
validation[          , genome  7161] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1008.29602, best error:      1008.29602 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 111.7563552856s, input_fired_time: 1.1730821133, output_fired_time: 0.7658451200, propagate_forward_time: 43.7272338867, propagate_backward_time: 63.9264488220, weight_update_time: 0.0983725935, other_time: 2.1637458801
epoch time: 11.1604270935s, input_fired_time: 0.1417948902, output_fired_time: 0.0000000000, propagate_forward_time: 10.5790872574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395446777
validation[          , genome  7161] predictions:    9668/  10000 (96.68%), best:    9684/10000 (96.84%), error:      1113.27832, best error:      1008.29602 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.0468902588s, input_fired_time: 1.2145164013, output_fired_time: 0.8019505143, propagate_forward_time: 46.7338676453, propagate_backward_time: 68.0365447998, weight_update_time: 0.1028921306, other_time: 2.2600097656
epoch time: 10.7812328339s, input_fired_time: 0.1407559514, output_fired_time: 0.0000000000, propagate_forward_time: 10.2102298737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4302473068
validation[          , genome  7161] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:       987.63696, best error:       987.63696 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 118.1759185791s, input_fired_time: 1.2154071331, output_fired_time: 0.7992929220, propagate_forward_time: 46.4506607056, propagate_backward_time: 67.4852447510, weight_update_time: 0.1026038826, other_time: 2.2253112793
epoch time: 13.0906705856s, input_fired_time: 0.1609936059, output_fired_time: 0.0000000000, propagate_forward_time: 12.4332485199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964284897
validation[          , genome  7161] predictions:    9704/  10000 (97.04%), best:    9687/10000 (96.87%), error:      1008.22919, best error:       987.63696 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 122.2215652466s, input_fired_time: 1.2400445938, output_fired_time: 0.8261959553, propagate_forward_time: 48.1220626831, propagate_backward_time: 69.7382354736, weight_update_time: 0.1059106886, other_time: 2.2950286865
epoch time: 9.1113348007s, input_fired_time: 0.1240831614, output_fired_time: 0.0000000000, propagate_forward_time: 8.6097221375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775291443
validation[          , genome  7161] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       958.86084, best error:       958.86084 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 117.0142059326s, input_fired_time: 1.2141747475, output_fired_time: 0.7919470072, propagate_forward_time: 46.0599327087, propagate_backward_time: 66.7080917358, weight_update_time: 0.1026958898, other_time: 2.2400588989
epoch time: 9.7222757339s, input_fired_time: 0.1299216598, output_fired_time: 0.0000000000, propagate_forward_time: 9.1964855194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958683014
validation[          , genome  7161] predictions:    9681/  10000 (96.81%), best:    9698/10000 (96.98%), error:      1032.76367, best error:       958.86084 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 116.6182861328s, input_fired_time: 1.2110989094, output_fired_time: 0.7951485515, propagate_forward_time: 45.9623374939, propagate_backward_time: 66.4153137207, weight_update_time: 0.1025071591, other_time: 2.2343902588
epoch time: 9.1692953110s, input_fired_time: 0.1256064475, output_fired_time: 0.0000000000, propagate_forward_time: 8.6612119675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824768066
validation[          , genome  7161] predictions:    9624/  10000 (96.24%), best:    9698/10000 (96.98%), error:      1291.67175, best error:       958.86084 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 140.6319732666s, input_fired_time: 1.3731129169, output_fired_time: 0.9178513288, propagate_forward_time: 55.2372398376, propagate_backward_time: 80.5129013062, weight_update_time: 0.1228775755, other_time: 2.5908737183
epoch time: 12.1615724564s, input_fired_time: 0.1583462656, output_fired_time: 0.0000000000, propagate_forward_time: 11.5260915756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771347046
validation[          , genome  7161] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       918.06445, best error:       918.06445 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 117.2241973877s, input_fired_time: 1.2067829370, output_fired_time: 0.7929114103, propagate_forward_time: 46.1459770203, propagate_backward_time: 66.8631134033, weight_update_time: 0.1014682725, other_time: 2.2154235840
epoch time: 8.7659597397s, input_fired_time: 0.1212597191, output_fired_time: 0.0000000000, propagate_forward_time: 8.2786827087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660173416
validation[          , genome  7161] predictions:    9681/  10000 (96.81%), best:    9729/10000 (97.29%), error:      1021.17358, best error:       918.06445 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.4270095825s, input_fired_time: 1.2038328648, output_fired_time: 0.7928573489, propagate_forward_time: 45.7359962463, propagate_backward_time: 66.4781494141, weight_update_time: 0.1015506685, other_time: 2.2161712646
epoch time: 10.6361656189s, input_fired_time: 0.1391429305, output_fired_time: 0.0000000000, propagate_forward_time: 10.0722446442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247779846
validation[          , genome  7161] predictions:    9712/  10000 (97.12%), best:    9729/10000 (97.29%), error:       936.13721, best error:       918.06445 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 110.4332809448s, input_fired_time: 1.1714717150, output_fired_time: 0.7565647364, propagate_forward_time: 43.4066543579, propagate_backward_time: 62.9715957642, weight_update_time: 0.0971809179, other_time: 2.1269989014
epoch time: 8.4428176880s, input_fired_time: 0.1188393682, output_fired_time: 0.0000000000, propagate_forward_time: 7.9606595039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633189201
validation[          , genome  7161] predictions:    9702/  10000 (97.02%), best:    9729/10000 (97.29%), error:       951.73962, best error:       918.06445 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 110.9470520020s, input_fired_time: 1.1784633398, output_fired_time: 0.7559620142, propagate_forward_time: 43.6864242554, propagate_backward_time: 63.1515960693, weight_update_time: 0.0977382511, other_time: 2.1746063232
epoch time: 8.9860391617s, input_fired_time: 0.1242932752, output_fired_time: 0.0000000000, propagate_forward_time: 8.4911994934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705463409
validation[          , genome  7161] predictions:    9730/  10000 (97.30%), best:    9729/10000 (97.29%), error:       960.18927, best error:       918.06445 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 109.8612136841s, input_fired_time: 1.1732159853, output_fired_time: 0.7608763576, propagate_forward_time: 43.1211395264, propagate_backward_time: 62.6763076782, weight_update_time: 0.0966135338, other_time: 2.1296691895
epoch time: 9.0594968796s, input_fired_time: 0.1233676523, output_fired_time: 0.0000000000, propagate_forward_time: 8.5647478104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713817596
validation[          , genome  7161] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       864.50507, best error:       864.50507 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.1906051636s, input_fired_time: 1.1692490578, output_fired_time: 0.7630189657, propagate_forward_time: 43.2478523254, propagate_backward_time: 62.9001197815, weight_update_time: 0.0964531079, other_time: 2.1103630066
epoch time: 8.9907894135s, input_fired_time: 0.1245349422, output_fired_time: 0.0000000000, propagate_forward_time: 8.4985551834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676996231
validation[          , genome  7161] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       853.07941, best error:       853.07941 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 116.8207168579s, input_fired_time: 1.2081105709, output_fired_time: 0.7954784036, propagate_forward_time: 45.9064559937, propagate_backward_time: 66.6913452148, weight_update_time: 0.1022567898, other_time: 2.2193298340
epoch time: 9.1564636230s, input_fired_time: 0.1267573088, output_fired_time: 0.0000000000, propagate_forward_time: 8.6467075348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829984665
validation[          , genome  7161] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       878.87213, best error:       853.07941 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 117.6254196167s, input_fired_time: 1.2198338509, output_fired_time: 0.7993070483, propagate_forward_time: 46.3928413391, propagate_backward_time: 66.9865417480, weight_update_time: 0.1019699648, other_time: 2.2268981934
epoch time: 10.6186218262s, input_fired_time: 0.1413190961, output_fired_time: 0.0000000000, propagate_forward_time: 10.0508251190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264774323
validation[          , genome  7161] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       955.95398, best error:       853.07941 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 117.8940811157s, input_fired_time: 1.2206252813, output_fired_time: 0.7917479277, propagate_forward_time: 46.1682395935, propagate_backward_time: 67.4472656250, weight_update_time: 0.1034809053, other_time: 2.2662048340
epoch time: 9.0975227356s, input_fired_time: 0.1259631515, output_fired_time: 0.0000000000, propagate_forward_time: 8.5918836594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796758652
validation[          , genome  7161] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       899.99585, best error:       853.07941 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 113.6143875122s, input_fired_time: 1.1946797371, output_fired_time: 0.7705059648, propagate_forward_time: 44.7378768921, propagate_backward_time: 64.7342681885, weight_update_time: 0.0992724597, other_time: 2.1770553589
epoch time: 8.9739856720s, input_fired_time: 0.1242043450, output_fired_time: 0.0000000000, propagate_forward_time: 8.4740810394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756999969
validation[          , genome  7161] predictions:    9642/  10000 (96.42%), best:    9750/10000 (97.50%), error:      1183.95837, best error:       853.07941 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 121.5218734741s, input_fired_time: 1.2376060486, output_fired_time: 0.8179671168, propagate_forward_time: 47.8092689514, propagate_backward_time: 69.3593750000, weight_update_time: 0.1052231416, other_time: 2.2976531982
epoch time: 9.4743785858s, input_fired_time: 0.1299277693, output_fired_time: 0.0000000000, propagate_forward_time: 8.9544334412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900175095
validation[          , genome  7161] predictions:    9746/  10000 (97.46%), best:    9750/10000 (97.50%), error:       878.98669, best error:       853.07941 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 108.6031265259s, input_fired_time: 1.1648480892, output_fired_time: 0.7456998825, propagate_forward_time: 42.6606903076, propagate_backward_time: 61.9031295776, weight_update_time: 0.0955820233, other_time: 2.1287612915
epoch time: 8.9692325592s, input_fired_time: 0.1237826273, output_fired_time: 0.0000000000, propagate_forward_time: 8.4680862427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773641586
validation[          , genome  7161] predictions:    9677/  10000 (96.77%), best:    9750/10000 (97.50%), error:      1035.92700, best error:       853.07941 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 112.2816162109s, input_fired_time: 1.1788994074, output_fired_time: 0.7687209845, propagate_forward_time: 44.0543212891, propagate_backward_time: 64.0983352661, weight_update_time: 0.0986348689, other_time: 2.1813354492
epoch time: 12.6437597275s, input_fired_time: 0.1580602527, output_fired_time: 0.0000000000, propagate_forward_time: 12.0013856888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843139648
validation[          , genome  7161] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       947.30756, best error:       853.07941 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 134.2927703857s, input_fired_time: 1.3338660002, output_fired_time: 0.8880251050, propagate_forward_time: 52.5997734070, propagate_backward_time: 76.9262237549, weight_update_time: 0.1188900992, other_time: 2.5448760986
epoch time: 9.8238859177s, input_fired_time: 0.1379945576, output_fired_time: 0.0000000000, propagate_forward_time: 9.2730054855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128856659
validation[          , genome  7161] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:      1024.38440, best error:       853.07941 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.0246124268s, input_fired_time: 1.3495906591, output_fired_time: 0.8943181038, propagate_forward_time: 53.4720230103, propagate_backward_time: 76.7276077271, weight_update_time: 0.1204160303, other_time: 2.5810699463
epoch time: 11.8727188110s, input_fired_time: 0.1577399373, output_fired_time: 0.0000000000, propagate_forward_time: 11.2365760803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4784030914
validation[          , genome  7161] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       831.57080, best error:       831.57080 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 137.0180511475s, input_fired_time: 1.3644982576, output_fired_time: 0.8991225362, propagate_forward_time: 54.0799102783, propagate_backward_time: 78.0583343506, weight_update_time: 0.1219941974, other_time: 2.6161804199
epoch time: 12.4233360291s, input_fired_time: 0.1623013765, output_fired_time: 0.0000000000, propagate_forward_time: 11.7712345123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898004532
validation[          , genome  7161] predictions:    9688/  10000 (96.88%), best:    9740/10000 (97.40%), error:      1004.66650, best error:       831.57080 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 123.1529617310s, input_fired_time: 1.2602018118, output_fired_time: 0.8275925517, propagate_forward_time: 48.3285064697, propagate_backward_time: 70.3807067871, weight_update_time: 0.1087342352, other_time: 2.3559570312
epoch time: 9.7832956314s, input_fired_time: 0.1379970312, output_fired_time: 0.0000000000, propagate_forward_time: 9.2252597809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200391769
validation[          , genome  7161] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       903.13159, best error:       831.57080 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 140.5083312988s, input_fired_time: 1.3682173491, output_fired_time: 0.9222860932, propagate_forward_time: 55.3819885254, propagate_backward_time: 80.2388153076, weight_update_time: 0.1223071069, other_time: 2.5970306396
epoch time: 9.9477233887s, input_fired_time: 0.1403224915, output_fired_time: 0.0000000000, propagate_forward_time: 9.3936061859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137945175
validation[          , genome  7161] predictions:    9738/  10000 (97.38%), best:    9740/10000 (97.40%), error:       913.33734, best error:       831.57080 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 129.0892333984s, input_fired_time: 1.3178042173, output_fired_time: 0.8620542884, propagate_forward_time: 50.7227668762, propagate_backward_time: 73.6950454712, weight_update_time: 0.1167053208, other_time: 2.4915695190
epoch time: 8.4977779388s, input_fired_time: 0.1211281791, output_fired_time: 0.0000000000, propagate_forward_time: 8.0139207840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627290726
validation[          , genome  7161] predictions:    9686/  10000 (96.86%), best:    9740/10000 (97.40%), error:      1041.08826, best error:       831.57080 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.1228027344s, input_fired_time: 1.4180393219, output_fired_time: 0.9597389102, propagate_forward_time: 58.5190353394, propagate_backward_time: 84.5175857544, weight_update_time: 0.1287721694, other_time: 2.7084045410
epoch time: 12.3446607590s, input_fired_time: 0.1622899324, output_fired_time: 0.0000000000, propagate_forward_time: 11.6989698410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834012985
validation[          , genome  7161] predictions:    9731/  10000 (97.31%), best:    9740/10000 (97.40%), error:       906.61163, best error:       831.57080 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 141.7413330078s, input_fired_time: 1.3813803196, output_fired_time: 0.9255633354, propagate_forward_time: 55.9465637207, propagate_backward_time: 80.8619384766, weight_update_time: 0.1242639944, other_time: 2.6258850098
epoch time: 11.8642692566s, input_fired_time: 0.1534506828, output_fired_time: 0.0000000000, propagate_forward_time: 11.2503604889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604578018
validation[          , genome  7161] predictions:    9753/  10000 (97.53%), best:    9740/10000 (97.40%), error:       841.67883, best error:       831.57080 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 126.1594543457s, input_fired_time: 1.2765140533, output_fired_time: 0.8446422815, propagate_forward_time: 49.8312149048, propagate_backward_time: 71.8167419434, weight_update_time: 0.1108496934, other_time: 2.3903427124
epoch time: 10.8573465347s, input_fired_time: 0.1427913755, output_fired_time: 0.0000000000, propagate_forward_time: 10.2827625275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317922592
validation[          , genome  7161] predictions:    9713/  10000 (97.13%), best:    9740/10000 (97.40%), error:       918.40259, best error:       831.57080 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.2188949585s, input_fired_time: 1.1763693094, output_fired_time: 0.7498826385, propagate_forward_time: 43.0048446655, propagate_backward_time: 63.1153488159, weight_update_time: 0.0964660868, other_time: 2.1724472046
epoch time: 10.7634067535s, input_fired_time: 0.1425911337, output_fired_time: 0.0000000000, propagate_forward_time: 10.1892156601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315996170
validation[          , genome  7161] predictions:    9699/  10000 (96.99%), best:    9740/10000 (97.40%), error:       947.44580, best error:       831.57080 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.7164077759s, input_fired_time: 1.2518755198, output_fired_time: 0.8222822547, propagate_forward_time: 48.4629631042, propagate_backward_time: 69.8519821167, weight_update_time: 0.1056585908, other_time: 2.3273086548
epoch time: 11.0505762100s, input_fired_time: 0.1470680535, output_fired_time: 0.0000000000, propagate_forward_time: 10.4598808289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436273575
validation[          , genome  7161] predictions:    9733/  10000 (97.33%), best:    9740/10000 (97.40%), error:       862.64850, best error:       831.57080 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 108.0071029663s, input_fired_time: 1.1618951559, output_fired_time: 0.7426959276, propagate_forward_time: 42.3728981018, propagate_backward_time: 61.5797424316, weight_update_time: 0.0950154439, other_time: 2.1498680115
epoch time: 8.7530574799s, input_fired_time: 0.1257207096, output_fired_time: 0.0000000000, propagate_forward_time: 8.2538709641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734655380
validation[          , genome  7161] predictions:    9727/  10000 (97.27%), best:    9740/10000 (97.40%), error:       901.96320, best error:       831.57080 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.8611373901s, input_fired_time: 1.1851158142, output_fired_time: 0.7814728022, propagate_forward_time: 43.9477577209, propagate_backward_time: 63.7672424316, weight_update_time: 0.0980691388, other_time: 2.1795501709
epoch time: 10.5870637894s, input_fired_time: 0.1428865045, output_fired_time: 0.0000000000, propagate_forward_time: 10.0213785172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227991104
validation[          , genome  7161] predictions:    9736/  10000 (97.36%), best:    9740/10000 (97.40%), error:       854.21454, best error:       831.57080 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.1522827148s, input_fired_time: 1.2289234400, output_fired_time: 0.8014908433, propagate_forward_time: 46.7634620667, propagate_backward_time: 68.0837020874, weight_update_time: 0.1035350114, other_time: 2.2747116089
epoch time: 9.1080856323s, input_fired_time: 0.1272115111, output_fired_time: 0.0000000000, propagate_forward_time: 8.5985612869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823127747
validation[          , genome  7161] predictions:    9725/  10000 (97.25%), best:    9740/10000 (97.40%), error:       844.65863, best error:       831.57080 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 113.5727081299s, input_fired_time: 1.2009661198, output_fired_time: 0.7754008174, propagate_forward_time: 44.6537322998, propagate_backward_time: 64.7444000244, weight_update_time: 0.0994846076, other_time: 2.1982116699
epoch time: 9.0135908127s, input_fired_time: 0.1271839440, output_fired_time: 0.0000000000, propagate_forward_time: 8.5082597733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781471252
validation[          , genome  7161] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       830.83282, best error:       830.83282 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 113.2488784790s, input_fired_time: 1.2082182169, output_fired_time: 0.7765046954, propagate_forward_time: 44.5673255920, propagate_backward_time: 64.5083618164, weight_update_time: 0.0985524058, other_time: 2.1884613037
epoch time: 9.1343221664s, input_fired_time: 0.1289833188, output_fired_time: 0.0000000000, propagate_forward_time: 8.6236076355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817310333
validation[          , genome  7161] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       796.04144, best error:       796.04144 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.2673797607s, input_fired_time: 1.2372292280, output_fired_time: 0.8026619554, propagate_forward_time: 46.5521316528, propagate_backward_time: 67.4029541016, weight_update_time: 0.1045395210, other_time: 2.2723999023
epoch time: 12.1718454361s, input_fired_time: 0.1561948806, output_fired_time: 0.0000000000, propagate_forward_time: 11.5483016968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673490524
validation[          , genome  7161] predictions:    9690/  10000 (96.90%), best:    9754/10000 (97.54%), error:      1005.22473, best error:       796.04144 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.2964248657s, input_fired_time: 1.2004264593, output_fired_time: 0.7784221172, propagate_forward_time: 44.8531379700, propagate_backward_time: 65.2763214111, weight_update_time: 0.0996271968, other_time: 2.1881256104
epoch time: 9.0074148178s, input_fired_time: 0.1284709126, output_fired_time: 0.0000000000, propagate_forward_time: 8.5009784698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779649734
validation[          , genome  7161] predictions:    9762/  10000 (97.62%), best:    9754/10000 (97.54%), error:       803.32605, best error:       796.04144 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 125.2256011963s, input_fired_time: 1.2780166864, output_fired_time: 0.8372195959, propagate_forward_time: 49.2106590271, propagate_backward_time: 71.5397949219, weight_update_time: 0.1093644649, other_time: 2.3599090576
epoch time: 9.0401458740s, input_fired_time: 0.1294870824, output_fired_time: 0.0000000000, propagate_forward_time: 8.5337429047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769159317
validation[          , genome  7161] predictions:    9646/  10000 (96.46%), best:    9754/10000 (97.54%), error:      1204.37451, best error:       796.04144 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 121.6168899536s, input_fired_time: 1.2520904541, output_fired_time: 0.8166727424, propagate_forward_time: 47.6375923157, propagate_backward_time: 69.5971069336, weight_update_time: 0.1057906672, other_time: 2.3134307861
epoch time: 8.9410676956s, input_fired_time: 0.1266823113, output_fired_time: 0.0000000000, propagate_forward_time: 8.4397478104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746376038
validation[          , genome  7161] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       786.55042, best error:       786.55042 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 114.7131805420s, input_fired_time: 1.2074993849, output_fired_time: 0.7799975872, propagate_forward_time: 44.9936599731, propagate_backward_time: 65.5198898315, weight_update_time: 0.1003111079, other_time: 2.2121353149
epoch time: 8.8362417221s, input_fired_time: 0.1267804205, output_fired_time: 0.0000000000, propagate_forward_time: 8.3387308121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707304001
validation[          , genome  7161] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       820.89301, best error:       786.55042 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.8011550903s, input_fired_time: 1.2372926474, output_fired_time: 0.8103799820, propagate_forward_time: 47.0074996948, propagate_backward_time: 68.4797439575, weight_update_time: 0.1040237397, other_time: 2.2662429810
epoch time: 9.0187206268s, input_fired_time: 0.1291184872, output_fired_time: 0.0000000000, propagate_forward_time: 8.5096721649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799295425
validation[          , genome  7161] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       881.30817, best error:       786.55042 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.7952117920s, input_fired_time: 1.2116414309, output_fired_time: 0.7750346661, propagate_forward_time: 44.4892501831, propagate_backward_time: 64.1160964966, weight_update_time: 0.0991766229, other_time: 2.2031936646
epoch time: 10.1627368927s, input_fired_time: 0.1408368796, output_fired_time: 0.0000000000, propagate_forward_time: 9.6026935577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192066193
validation[          , genome  7161] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       844.04352, best error:       786.55042 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 120.2356796265s, input_fired_time: 1.2614955902, output_fired_time: 0.8104463816, propagate_forward_time: 47.3654975891, propagate_backward_time: 68.5146331787, weight_update_time: 0.1051394716, other_time: 2.2835998535
epoch time: 9.1080074310s, input_fired_time: 0.1299484968, output_fired_time: 0.0000000000, propagate_forward_time: 8.6046037674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734550476
validation[          , genome  7161] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       893.56696, best error:       786.55042 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 116.4974288940s, input_fired_time: 1.2332774401, output_fired_time: 0.7934296727, propagate_forward_time: 45.9743041992, propagate_backward_time: 66.2687530518, weight_update_time: 0.1014135629, other_time: 2.2276687622
epoch time: 9.0836420059s, input_fired_time: 0.1294071227, output_fired_time: 0.0000000000, propagate_forward_time: 8.5782222748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760128021
validation[          , genome  7161] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       883.50873, best error:       786.55042 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 113.5469207764s, input_fired_time: 1.2286235094, output_fired_time: 0.7744368911, propagate_forward_time: 44.6170616150, propagate_backward_time: 64.7335281372, weight_update_time: 0.0997869745, other_time: 2.1932754517
epoch time: 9.1558389664s, input_fired_time: 0.1320482641, output_fired_time: 0.0000000000, propagate_forward_time: 8.6413841248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824062347
validation[          , genome  7161] predictions:    9719/  10000 (97.19%), best:    9760/10000 (97.60%), error:       856.20709, best error:       786.55042 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 112.7935791016s, input_fired_time: 1.2203755379, output_fired_time: 0.7680591345, propagate_forward_time: 44.4992141724, propagate_backward_time: 64.1159133911, weight_update_time: 0.0993059054, other_time: 2.1900177002
epoch time: 10.1809806824s, input_fired_time: 0.1427244246, output_fired_time: 0.0000000000, propagate_forward_time: 9.6221485138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161081314
validation[          , genome  7161] predictions:    9712/  10000 (97.12%), best:    9760/10000 (97.60%), error:       884.16876, best error:       786.55042 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 117.2975463867s, input_fired_time: 1.2513446808, output_fired_time: 0.7911122441, propagate_forward_time: 46.1575622559, propagate_backward_time: 66.8500976562, weight_update_time: 0.1032413244, other_time: 2.2474288940
epoch time: 8.9179744720s, input_fired_time: 0.1315044463, output_fired_time: 0.0000000000, propagate_forward_time: 8.4038610458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826093674
validation[          , genome  7161] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       879.11053, best error:       786.55042 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 121.7304687500s, input_fired_time: 1.2710829973, output_fired_time: 0.8176810145, propagate_forward_time: 47.9964256287, propagate_backward_time: 69.3332519531, weight_update_time: 0.1067156196, other_time: 2.3120269775
epoch time: 9.1347770691s, input_fired_time: 0.1310835481, output_fired_time: 0.0000000000, propagate_forward_time: 8.6236791611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800144196
validation[          , genome  7161] predictions:    9688/  10000 (96.88%), best:    9760/10000 (97.60%), error:      1035.27026, best error:       786.55042 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.4651947021s, input_fired_time: 1.3206148148, output_fired_time: 0.8543207645, propagate_forward_time: 50.5377349854, propagate_backward_time: 73.3518142700, weight_update_time: 0.1106435731, other_time: 2.4007034302
epoch time: 13.1051006317s, input_fired_time: 0.1747834682, output_fired_time: 0.0000000000, propagate_forward_time: 12.4266729355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036439896
validation[          , genome  7161] predictions:    9713/  10000 (97.13%), best:    9760/10000 (97.60%), error:       936.40198, best error:       786.55042 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 128.4719848633s, input_fired_time: 1.3164924383, output_fired_time: 0.8588882089, propagate_forward_time: 50.5458374023, propagate_backward_time: 73.3617630005, weight_update_time: 0.1116873920, other_time: 2.3890075684
epoch time: 9.0753479004s, input_fired_time: 0.1305926293, output_fired_time: 0.0000000000, propagate_forward_time: 8.5659742355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787813187
validation[          , genome  7161] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       795.19336, best error:       786.55042 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.0948257446s, input_fired_time: 1.2364923954, output_fired_time: 0.7851684690, propagate_forward_time: 45.3647804260, propagate_backward_time: 65.4873657227, weight_update_time: 0.1009778902, other_time: 2.2210083008
epoch time: 11.2644147873s, input_fired_time: 0.1526441723, output_fired_time: 0.0000000000, propagate_forward_time: 10.6687421799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430284500
validation[          , genome  7161] predictions:    9746/  10000 (97.46%), best:    9760/10000 (97.60%), error:       846.98560, best error:       786.55042 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 110.9234237671s, input_fired_time: 1.2116460800, output_fired_time: 0.7612789869, propagate_forward_time: 43.6547966003, propagate_backward_time: 63.1506690979, weight_update_time: 0.0967290774, other_time: 2.1450309753
epoch time: 9.0406103134s, input_fired_time: 0.1325610280, output_fired_time: 0.0000000000, propagate_forward_time: 8.5246992111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833503723
validation[          , genome  7161] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       813.19446, best error:       786.55042 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.7004318237s, input_fired_time: 1.2401133776, output_fired_time: 0.7834390998, propagate_forward_time: 44.9329338074, propagate_backward_time: 65.5066070557, weight_update_time: 0.1005133167, other_time: 2.2373352051
epoch time: 9.6794099808s, input_fired_time: 0.1397652179, output_fired_time: 0.0000000000, propagate_forward_time: 9.1386251450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010200500
validation[          , genome  7161] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       846.95984, best error:       786.55042 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 108.9419097900s, input_fired_time: 1.2018334866, output_fired_time: 0.7494078279, propagate_forward_time: 42.8112754822, propagate_backward_time: 62.0255928040, weight_update_time: 0.0968817770, other_time: 2.1538047791
epoch time: 9.8171758652s, input_fired_time: 0.1399250180, output_fired_time: 0.0000000000, propagate_forward_time: 9.2758255005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014253616
validation[          , genome  7161] predictions:    9700/  10000 (97.00%), best:    9760/10000 (97.60%), error:       944.42090, best error:       786.55042 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.0057144165s, input_fired_time: 1.2979711294, output_fired_time: 0.8135269284, propagate_forward_time: 46.9308929443, propagate_backward_time: 68.5697326660, weight_update_time: 0.1102564856, other_time: 2.3935852051
epoch time: 10.0655231476s, input_fired_time: 0.1479866505, output_fired_time: 0.0000000000, propagate_forward_time: 9.4977455139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197912216
validation[          , genome  7161] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       988.58783, best error:       786.55042 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.6551513672s, input_fired_time: 1.3688113689, output_fired_time: 0.8739306927, propagate_forward_time: 52.3158760071, propagate_backward_time: 75.5525054932, weight_update_time: 0.1181857809, other_time: 2.5440368652
epoch time: 13.1254816055s, input_fired_time: 0.1768109649, output_fired_time: 0.0000000000, propagate_forward_time: 12.4396753311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089950562
validation[          , genome  7161] predictions:    9679/  10000 (96.79%), best:    9760/10000 (97.60%), error:      1002.46222, best error:       786.55042 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 133.9465484619s, input_fired_time: 1.3813489676, output_fired_time: 0.8913719654, propagate_forward_time: 52.6738853455, propagate_backward_time: 76.4405593872, weight_update_time: 0.1197696403, other_time: 2.5593795776
epoch time: 9.7072830200s, input_fired_time: 0.1442888677, output_fired_time: 0.0000000000, propagate_forward_time: 9.1513462067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116477966
validation[          , genome  7161] predictions:    9758/  10000 (97.58%), best:    9760/10000 (97.60%), error:       808.48474, best error:       786.55042 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 145.1082611084s, input_fired_time: 1.4449505806, output_fired_time: 0.9466201067, propagate_forward_time: 57.3355255127, propagate_backward_time: 82.6794128418, weight_update_time: 0.1275067776, other_time: 2.7017517090
epoch time: 9.3355417252s, input_fired_time: 0.1375302523, output_fired_time: 0.0000000000, propagate_forward_time: 8.8048086166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932027817
validation[          , genome  7161] predictions:    9719/  10000 (97.19%), best:    9760/10000 (97.60%), error:       921.61450, best error:       786.55042 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 112.5148391724s, input_fired_time: 1.2269304991, output_fired_time: 0.7629684210, propagate_forward_time: 44.0796012878, propagate_backward_time: 64.2684936523, weight_update_time: 0.0983746499, other_time: 2.1768493652
epoch time: 9.1842870712s, input_fired_time: 0.1341164112, output_fired_time: 0.0000000000, propagate_forward_time: 8.6700544357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801164627
validation[          , genome  7161] predictions:    9719/  10000 (97.19%), best:    9760/10000 (97.60%), error:       885.91864, best error:       786.55042 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.7884979248s, input_fired_time: 1.3052502871, output_fired_time: 0.8357768059, propagate_forward_time: 48.6006011963, propagate_backward_time: 70.6785354614, weight_update_time: 0.1091969386, other_time: 2.3683319092
epoch time: 11.9195327759s, input_fired_time: 0.1678927690, output_fired_time: 0.0000000000, propagate_forward_time: 11.2767925262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748477936
validation[          , genome  7161] predictions:    9754/  10000 (97.54%), best:    9760/10000 (97.60%), error:       805.14740, best error:       786.55042 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 129.8412170410s, input_fired_time: 1.3672766685, output_fired_time: 0.8624190092, propagate_forward_time: 51.1216316223, propagate_backward_time: 73.9510040283, weight_update_time: 0.1181859523, other_time: 2.5388793945
epoch time: 10.3194293976s, input_fired_time: 0.1514641196, output_fired_time: 0.0000000000, propagate_forward_time: 9.7383060455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4296588898
validation[          , genome  7161] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       860.01160, best error:       786.55042 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 132.7556915283s, input_fired_time: 1.3769981861, output_fired_time: 0.8803837895, propagate_forward_time: 52.7030715942, propagate_backward_time: 75.2606887817, weight_update_time: 0.1182795390, other_time: 2.5345458984
epoch time: 10.1831302643s, input_fired_time: 0.1495208144, output_fired_time: 0.0000000000, propagate_forward_time: 9.6086511612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249582291
validation[          , genome  7161] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       879.00977, best error:       786.55042 on epoch:    55, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 129.8722076416s, input_fired_time: 1.3639780283, output_fired_time: 0.8605174422, propagate_forward_time: 51.0456008911, propagate_backward_time: 74.0715255737, weight_update_time: 0.1171740890, other_time: 2.5305786133
epoch time: 9.9088983536s, input_fired_time: 0.1484559178, output_fired_time: 0.0000000000, propagate_forward_time: 9.3397855759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206571579
validation[          , genome  7161] predictions:    9751/  10000 (97.51%), best:    9760/10000 (97.60%), error:       824.07324, best error:       786.55042 on epoch:    55, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 129.8408660889s, input_fired_time: 1.3680722713, output_fired_time: 0.8681243658, propagate_forward_time: 51.2443771362, propagate_backward_time: 73.8333816528, weight_update_time: 0.1177325472, other_time: 2.5269088745
epoch time: 9.9638633728s, input_fired_time: 0.1503630579, output_fired_time: 0.0000000000, propagate_forward_time: 9.3957366943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177637100
validation[          , genome  7161] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       904.35809, best error:       786.55042 on epoch:    55, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 123.5412139893s, input_fired_time: 1.3009505272, output_fired_time: 0.8268925548, propagate_forward_time: 48.8784179688, propagate_backward_time: 70.2039184570, weight_update_time: 0.1069742143, other_time: 2.3310394287
epoch time: 9.0779151917s, input_fired_time: 0.1354168355, output_fired_time: 0.0000000000, propagate_forward_time: 8.5630760193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794221878
validation[          , genome  7161] predictions:    9730/  10000 (97.30%), best:    9760/10000 (97.60%), error:       868.33807, best error:       786.55042 on epoch:    55, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 110.8733291626s, input_fired_time: 1.2172130346, output_fired_time: 0.7586195469, propagate_forward_time: 43.7454032898, propagate_backward_time: 62.9963684082, weight_update_time: 0.0973026827, other_time: 2.1557159424
epoch time: 8.9774408340s, input_fired_time: 0.1346005201, output_fired_time: 0.0000000000, propagate_forward_time: 8.4658126831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770275116
validation[          , genome  7161] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       981.10822, best error:       786.55042 on epoch:    55, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 109.3967819214s, input_fired_time: 1.2056193352, output_fired_time: 0.7526775599, propagate_forward_time: 42.7359046936, propagate_backward_time: 62.5772857666, weight_update_time: 0.0963179246, other_time: 2.1252899170
epoch time: 9.2432565689s, input_fired_time: 0.1357298791, output_fired_time: 0.0000000000, propagate_forward_time: 8.7202386856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872880936
validation[          , genome  7161] predictions:    9711/  10000 (97.11%), best:    9760/10000 (97.60%), error:       948.04077, best error:       786.55042 on epoch:    55, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 112.7254486084s, input_fired_time: 1.2285331488, output_fired_time: 0.7711148262, propagate_forward_time: 44.2347679138, propagate_backward_time: 64.3212051392, weight_update_time: 0.0990609750, other_time: 2.1698226929
epoch time: 9.1014232635s, input_fired_time: 0.1353811771, output_fired_time: 0.0000000000, propagate_forward_time: 8.5875520706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784904480
validation[          , genome  7161] predictions:    9728/  10000 (97.28%), best:    9760/10000 (97.60%), error:       889.27930, best error:       786.55042 on epoch:    55, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.4428863525s, input_fired_time: 1.3058782816, output_fired_time: 0.8403973579, propagate_forward_time: 49.4365921021, propagate_backward_time: 71.5146026611, weight_update_time: 0.1084543169, other_time: 2.3454132080
epoch time: 9.6735448837s, input_fired_time: 0.1467584074, output_fired_time: 0.0000000000, propagate_forward_time: 9.1174154282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093713760
validation[          , genome  7161] predictions:    9745/  10000 (97.45%), best:    9760/10000 (97.60%), error:       815.54272, best error:       786.55042 on epoch:    55, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.9889373779s, input_fired_time: 1.3319628239, output_fired_time: 0.8352310061, propagate_forward_time: 48.4653205872, propagate_backward_time: 70.9230270386, weight_update_time: 0.1125837415, other_time: 2.4334030151
epoch time: 10.0568437576s, input_fired_time: 0.1488641202, output_fired_time: 0.0000000000, propagate_forward_time: 9.4906177521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173622131
validation[          , genome  7161] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       815.46259, best error:       786.55042 on epoch:    55, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 109.5570831299s, input_fired_time: 1.2123084068, output_fired_time: 0.7559292316, propagate_forward_time: 43.1146278381, propagate_backward_time: 62.3466186523, weight_update_time: 0.0959422290, other_time: 2.1275939941
epoch time: 9.1149234772s, input_fired_time: 0.1348395199, output_fired_time: 0.0000000000, propagate_forward_time: 8.5988721848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812122345
validation[          , genome  7161] predictions:    9767/  10000 (97.67%), best:    9760/10000 (97.60%), error:       802.19775, best error:       786.55042 on epoch:    55, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 117.0132369995s, input_fired_time: 1.2683817148, output_fired_time: 0.7956387997, propagate_forward_time: 45.9166946411, propagate_backward_time: 66.7204818726, weight_update_time: 0.1046533361, other_time: 2.3120422363
epoch time: 10.9926710129s, input_fired_time: 0.1516767591, output_fired_time: 0.0000000000, propagate_forward_time: 10.4024324417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385614395
validation[          , genome  7161] predictions:    9721/  10000 (97.21%), best:    9760/10000 (97.60%), error:       918.27191, best error:       786.55042 on epoch:    55, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 117.8401794434s, input_fired_time: 1.2610083818, output_fired_time: 0.7921847701, propagate_forward_time: 46.2663192749, propagate_backward_time: 67.2531890869, weight_update_time: 0.1029271260, other_time: 2.2674789429
epoch time: 9.8995580673s, input_fired_time: 0.1428232789, output_fired_time: 0.0000000000, propagate_forward_time: 9.3511409760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055938721
validation[          , genome  7161] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       855.85596, best error:       786.55042 on epoch:    55, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 126.8014144897s, input_fired_time: 1.3173520565, output_fired_time: 0.8409062028, propagate_forward_time: 49.9717674255, propagate_backward_time: 72.2788772583, weight_update_time: 0.1098284647, other_time: 2.3925094604
epoch time: 12.4080991745s, input_fired_time: 0.1690611690, output_fired_time: 0.0000000000, propagate_forward_time: 11.7355003357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035381317
validation[          , genome  7161] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       935.25220, best error:       786.55042 on epoch:    55, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.6460418701s, input_fired_time: 1.3178598881, output_fired_time: 0.8419436812, propagate_forward_time: 49.8132820129, propagate_backward_time: 72.2930831909, weight_update_time: 0.1088752598, other_time: 2.3798751831
epoch time: 9.4492568970s, input_fired_time: 0.1394650787, output_fired_time: 0.0000000000, propagate_forward_time: 8.9160041809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937873840
validation[          , genome  7161] predictions:    9756/  10000 (97.56%), best:    9760/10000 (97.60%), error:       797.01245, best error:       786.55042 on epoch:    55, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 117.3431854248s, input_fired_time: 1.2611739635, output_fired_time: 0.7917616963, propagate_forward_time: 46.1320877075, propagate_backward_time: 66.8908538818, weight_update_time: 0.1063469425, other_time: 2.2673034668
epoch time: 12.5795326233s, input_fired_time: 0.1672579795, output_fired_time: 0.0000000000, propagate_forward_time: 11.9286899567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835844040
validation[          , genome  7161] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       853.66339, best error:       786.55042 on epoch:    55, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.2838745117s, input_fired_time: 1.2728482485, output_fired_time: 0.8085383177, propagate_forward_time: 47.1806221008, propagate_backward_time: 68.7412948608, weight_update_time: 0.1052867472, other_time: 2.2805709839
epoch time: 11.1704540253s, input_fired_time: 0.1587873548, output_fired_time: 0.0000000000, propagate_forward_time: 10.5637731552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478931427
validation[          , genome  7161] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       813.08215, best error:       786.55042 on epoch:    55, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 122.2307815552s, input_fired_time: 1.2986201048, output_fired_time: 0.8270927668, propagate_forward_time: 48.1570549011, propagate_backward_time: 69.6098327637, weight_update_time: 0.1078970283, other_time: 2.3381805420
epoch time: 9.0009450912s, input_fired_time: 0.1346561760, output_fired_time: 0.0000000000, propagate_forward_time: 8.4904594421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758296967
validation[          , genome  7161] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       935.84802, best error:       786.55042 on epoch:    55, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 130.3445739746s, input_fired_time: 1.3441432714, output_fired_time: 0.8608539701, propagate_forward_time: 51.2700157166, propagate_backward_time: 74.4386138916, weight_update_time: 0.1126139462, other_time: 2.4309387207
epoch time: 13.0120191574s, input_fired_time: 0.1788563132, output_fired_time: 0.0000000000, propagate_forward_time: 12.3283777237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047855377
validation[          , genome  7161] predictions:    9705/  10000 (97.05%), best:    9760/10000 (97.60%), error:       945.18890, best error:       786.55042 on epoch:    55, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 142.2669677734s, input_fired_time: 1.4238555431, output_fired_time: 0.9304702282, propagate_forward_time: 56.1318702698, propagate_backward_time: 81.1628417969, weight_update_time: 0.1238205358, other_time: 2.6179351807
epoch time: 10.0552186966s, input_fired_time: 0.1451600194, output_fired_time: 0.0000000000, propagate_forward_time: 9.5021209717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079380035
validation[          , genome  7161] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       781.77911, best error:       781.77911 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 126.0848464966s, input_fired_time: 1.3379992247, output_fired_time: 0.8400179148, propagate_forward_time: 49.3241271973, propagate_backward_time: 72.1241378784, weight_update_time: 0.1142572612, other_time: 2.4585647583
epoch time: 9.8980617523s, input_fired_time: 0.1517336667, output_fired_time: 0.0000000000, propagate_forward_time: 9.3302431107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160852432
validation[          , genome  7161] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       777.27380, best error:       777.27380 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 124.2281646729s, input_fired_time: 1.3234231472, output_fired_time: 0.8325773478, propagate_forward_time: 48.9169845581, propagate_backward_time: 70.7699813843, weight_update_time: 0.1105008349, other_time: 2.3851928711
epoch time: 9.0404100418s, input_fired_time: 0.1355209351, output_fired_time: 0.0000000000, propagate_forward_time: 8.5272073746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776817322
validation[          , genome  7161] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       878.31512, best error:       777.27380 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 113.5390625000s, input_fired_time: 1.2370411158, output_fired_time: 0.7718078494, propagate_forward_time: 44.5599479675, propagate_backward_time: 64.7754821777, weight_update_time: 0.0996662304, other_time: 2.1947937012
epoch time: 9.7385311127s, input_fired_time: 0.1410023421, output_fired_time: 0.0000000000, propagate_forward_time: 9.1992788315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982496262
validation[          , genome  7161] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       939.07599, best error:       777.27380 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 121.5031890869s, input_fired_time: 1.2878121138, output_fired_time: 0.8190571666, propagate_forward_time: 47.9184226990, propagate_backward_time: 69.1751708984, weight_update_time: 0.1052495465, other_time: 2.3027343750
epoch time: 11.1914358139s, input_fired_time: 0.1578065008, output_fired_time: 0.0000000000, propagate_forward_time: 10.5863590240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472703934
validation[          , genome  7161] predictions:    9721/  10000 (97.21%), best:    9768/10000 (97.68%), error:       878.47699, best error:       777.27380 on epoch:    97, 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: 48.4277000427s, input_fired_time: 0.7218787670, output_fired_time: 0.0000000000, propagate_forward_time: 45.6649627686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0408592224
best training[          , genome  7161] predictions:   49666/  50000 (99.33%), best:    9768/10000 (97.68%), error:      1445.98840, best error:       777.27380 on epoch:    97, 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: 10.5408296585s, input_fired_time: 0.1508392394, output_fired_time: 0.0000000000, propagate_forward_time: 9.9479703903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420204163
   testing[          , genome  7161] predictions:    9792/  10000 (97.92%), best:    9768/10000 (97.68%), error:       688.84229, best error:       777.27380 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:49:15 (37383): called boinc_finish(0)

</stderr_txt>
]]>