Nameexact_genome_1512568488_44_7046_0
Workunit2606574
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:43:19 UTC
Report deadline16 Dec 2017, 20:01:45 UTC
Received9 Dec 2017, 11:50:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65796
Run time2 hours 17 min 13 sec
CPU time2 hours 17 min 13 sec
Validate stateValid
Credit2,211.53
Device peak FLOPS3.63 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
1059.51575, best error:       985.66718 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 182.7365264893s, input_fired_time: 0.8207406402, output_fired_time: 3.9177503586, propagate_forward_time: 63.5747337341, propagate_backward_time: 108.6881637573, weight_update_time: 0.0844685882, other_time: 5.7351303101
epoch time: 17.1099815369s, input_fired_time: 0.1007234752, output_fired_time: 0.0000000000, propagate_forward_time: 15.5959625244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4132957458
validation[          , genome  7046] predictions:    9707/  10000 (97.07%), best:    9706/10000 (97.06%), error:      1029.73535, best error:       985.66718 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 178.6670227051s, input_fired_time: 0.8160508871, output_fired_time: 2.7056629658, propagate_forward_time: 55.8634643555, propagate_backward_time: 114.5493774414, weight_update_time: 0.0831150785, other_time: 4.7324676514
epoch time: 10.8520469666s, input_fired_time: 2.0674152374, output_fired_time: 0.0000000000, propagate_forward_time: 8.4657316208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189001083
validation[          , genome  7046] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       967.27289, best error:       967.27289 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 182.4837646484s, input_fired_time: 2.9073109627, output_fired_time: 2.7078866959, propagate_forward_time: 63.1224060059, propagate_backward_time: 108.7792053223, weight_update_time: 0.0841825381, other_time: 4.9669494629
epoch time: 15.1133165359s, input_fired_time: 0.1014441028, output_fired_time: 0.0000000000, propagate_forward_time: 14.6905012131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213710785
validation[          , genome  7046] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:      1072.31067, best error:       967.27289 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 181.8485870361s, input_fired_time: 0.8239340782, output_fired_time: 1.7291303873, propagate_forward_time: 76.6636505127, propagate_backward_time: 98.6430664063, weight_update_time: 0.0844779909, other_time: 3.9888153076
epoch time: 15.0268936157s, input_fired_time: 0.1012774110, output_fired_time: 0.0000000000, propagate_forward_time: 13.5045289993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4210872650
validation[          , genome  7046] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1017.17334, best error:       967.27289 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.2790222168s, input_fired_time: 3.8904914856, output_fired_time: 0.7446727753, propagate_forward_time: 56.7951354980, propagate_backward_time: 114.0690612793, weight_update_time: 0.0839328840, other_time: 2.7796630859
epoch time: 15.0537261963s, input_fired_time: 0.1004676819, output_fired_time: 0.0000000000, propagate_forward_time: 14.6361217499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171367645
validation[          , genome  7046] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:       974.69678, best error:       967.27289 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 185.6027069092s, input_fired_time: 0.8283663988, output_fired_time: 2.8169558048, propagate_forward_time: 64.9526748657, propagate_backward_time: 115.2028884888, weight_update_time: 0.0849734843, other_time: 1.8018188477
epoch time: 14.8705282211s, input_fired_time: 0.0996421725, output_fired_time: 0.0000000000, propagate_forward_time: 14.4510374069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198490143
validation[          , genome  7046] predictions:    9687/  10000 (96.87%), best:    9723/10000 (97.23%), error:      1071.76172, best error:       967.27289 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 184.4543914795s, input_fired_time: 1.8108060360, output_fired_time: 0.7351646423, propagate_forward_time: 69.0479507446, propagate_backward_time: 107.0143814087, weight_update_time: 0.0845790058, other_time: 5.8460845947
epoch time: 15.1252450943s, input_fired_time: 0.1031881124, output_fired_time: 0.0000000000, propagate_forward_time: 12.6175174713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4045391083
validation[          , genome  7046] predictions:    9710/  10000 (97.10%), best:    9723/10000 (97.23%), error:       991.08734, best error:       967.27289 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 180.7296600342s, input_fired_time: 3.8860054016, output_fired_time: 2.7036778927, propagate_forward_time: 56.8718490601, propagate_backward_time: 110.5582962036, weight_update_time: 0.0838284194, other_time: 6.7098388672
epoch time: 15.0065212250s, input_fired_time: 0.1029323861, output_fired_time: 0.0000000000, propagate_forward_time: 14.5778017044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257875443
validation[          , genome  7046] predictions:    9697/  10000 (96.97%), best:    9723/10000 (97.23%), error:      1002.08600, best error:       967.27289 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 180.5702972412s, input_fired_time: 2.7853534222, output_fired_time: 0.7256487608, propagate_forward_time: 79.4410400391, propagate_backward_time: 93.8595199585, weight_update_time: 0.0838318393, other_time: 3.7587356567
epoch time: 10.9794750214s, input_fired_time: 0.1012433767, output_fired_time: 0.0000000000, propagate_forward_time: 10.5556335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225984573
validation[          , genome  7046] predictions:    9655/  10000 (96.55%), best:    9723/10000 (97.23%), error:      1076.11365, best error:       967.27289 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 178.5144500732s, input_fired_time: 2.8983023167, output_fired_time: 3.6896383762, propagate_forward_time: 57.5225067139, propagate_backward_time: 112.6174240112, weight_update_time: 0.0831879452, other_time: 1.7865829468
epoch time: 16.0588150024s, input_fired_time: 0.1006393507, output_fired_time: 0.0000000000, propagate_forward_time: 15.6363525391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218231201
validation[          , genome  7046] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       963.32629, best error:       963.32629 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 172.8771514893s, input_fired_time: 3.7685246468, output_fired_time: 0.7216671109, propagate_forward_time: 58.3072967529, propagate_backward_time: 104.3618316650, weight_update_time: 0.0834655836, other_time: 5.7178344727
epoch time: 17.1157054901s, input_fired_time: 1.1955330372, output_fired_time: 0.0000000000, propagate_forward_time: 15.6002922058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198804855
validation[          , genome  7046] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:      1023.21881, best error:       963.32629 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 180.1003723145s, input_fired_time: 1.8080084324, output_fired_time: 0.7351415157, propagate_forward_time: 69.6677246094, propagate_backward_time: 106.0916671753, weight_update_time: 0.0847567990, other_time: 1.7978286743
epoch time: 15.1178236008s, input_fired_time: 2.0722143650, output_fired_time: 0.0000000000, propagate_forward_time: 12.7227315903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228778839
validation[          , genome  7046] predictions:    9648/  10000 (96.48%), best:    9716/10000 (97.16%), error:      1111.34485, best error:       963.32629 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 172.1207580566s, input_fired_time: 0.8185732365, output_fired_time: 0.7202996612, propagate_forward_time: 66.1885910034, propagate_backward_time: 101.6003189087, weight_update_time: 0.0847446099, other_time: 2.7929687500
epoch time: 12.8713951111s, input_fired_time: 1.0846407413, output_fired_time: 0.0000000000, propagate_forward_time: 9.4978179932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2889366150
validation[          , genome  7046] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       947.63080, best error:       947.63080 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.6977691650s, input_fired_time: 0.8218706250, output_fired_time: 4.6712851524, propagate_forward_time: 46.8206520081, propagate_backward_time: 119.6621856689, weight_update_time: 0.0844242647, other_time: 6.7217864990
epoch time: 15.0414390564s, input_fired_time: 0.1085280478, output_fired_time: 0.0000000000, propagate_forward_time: 12.5383672714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3945436478
validation[          , genome  7046] predictions:    9689/  10000 (96.89%), best:    9716/10000 (97.16%), error:      1021.26282, best error:       947.63080 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 180.1903228760s, input_fired_time: 1.8122787476, output_fired_time: 2.6980469227, propagate_forward_time: 68.9188232422, propagate_backward_time: 102.8948364258, weight_update_time: 0.0838875398, other_time: 3.8663482666
epoch time: 14.9327478409s, input_fired_time: 0.1010271460, output_fired_time: 0.0000000000, propagate_forward_time: 12.5399627686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2917575836
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       894.14795, best error:       894.14795 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 180.6727142334s, input_fired_time: 1.9155396223, output_fired_time: 2.7976517677, propagate_forward_time: 64.0535583496, propagate_backward_time: 108.1393203735, weight_update_time: 0.0840222910, other_time: 3.7666397095
epoch time: 13.2301597595s, input_fired_time: 0.1024074927, output_fired_time: 0.0000000000, propagate_forward_time: 10.8378171921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2899351120
validation[          , genome  7046] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:      1034.35962, best error:       894.14795 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 180.9898681641s, input_fired_time: 1.8101460934, output_fired_time: 0.7289367914, propagate_forward_time: 76.4700088501, propagate_backward_time: 99.2024765015, weight_update_time: 0.0844804719, other_time: 2.7782897949
epoch time: 12.9050951004s, input_fired_time: 0.1001916975, output_fired_time: 0.0000000000, propagate_forward_time: 12.4842128754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206901550
validation[          , genome  7046] predictions:    9664/  10000 (96.64%), best:    9735/10000 (97.35%), error:      1090.44019, best error:       894.14795 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 180.9452209473s, input_fired_time: 1.8083219528, output_fired_time: 4.6769390106, propagate_forward_time: 60.7825889587, propagate_backward_time: 111.8887176514, weight_update_time: 0.0838633850, other_time: 1.7886505127
epoch time: 14.8963098526s, input_fired_time: 0.1017386392, output_fired_time: 0.0000000000, propagate_forward_time: 14.4728698730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217010498
validation[          , genome  7046] predictions:    9629/  10000 (96.29%), best:    9735/10000 (97.35%), error:      1094.66833, best error:       894.14795 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 182.9551544189s, input_fired_time: 1.8118962049, output_fired_time: 0.7355345488, propagate_forward_time: 73.7257461548, propagate_backward_time: 101.9316024780, weight_update_time: 0.0840223879, other_time: 4.7503814697
epoch time: 12.3859558105s, input_fired_time: 0.1045665219, output_fired_time: 0.0000000000, propagate_forward_time: 11.9533672333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280220032
validation[          , genome  7046] predictions:    9674/  10000 (96.74%), best:    9735/10000 (97.35%), error:      1018.59460, best error:       894.14795 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 181.9627990723s, input_fired_time: 0.8372420073, output_fired_time: 0.7419399619, propagate_forward_time: 71.4450683594, propagate_backward_time: 107.1309814453, weight_update_time: 0.0851510167, other_time: 1.8075714111
epoch time: 17.1300125122s, input_fired_time: 0.1024312750, output_fired_time: 0.0000000000, propagate_forward_time: 14.7367591858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2908229828
validation[          , genome  7046] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       968.69733, best error:       894.14795 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 180.5188903809s, input_fired_time: 3.8836593628, output_fired_time: 2.8110978603, propagate_forward_time: 67.3318939209, propagate_backward_time: 101.6336364746, weight_update_time: 0.0837466195, other_time: 4.8585968018
epoch time: 15.0217885971s, input_fired_time: 0.1025472954, output_fired_time: 0.0000000000, propagate_forward_time: 14.5978326797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214082718
validation[          , genome  7046] predictions:    9718/  10000 (97.18%), best:    9735/10000 (97.35%), error:       946.03455, best error:       894.14795 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 175.3206939697s, input_fired_time: 0.8300044537, output_fired_time: 2.7102520466, propagate_forward_time: 53.7818260193, propagate_backward_time: 114.2275009155, weight_update_time: 0.0849762335, other_time: 3.7711105347
epoch time: 12.7836170197s, input_fired_time: 0.0980124399, output_fired_time: 0.0000000000, propagate_forward_time: 12.3763189316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092861176
validation[          , genome  7046] predictions:    9645/  10000 (96.45%), best:    9735/10000 (97.35%), error:      1167.53564, best error:       894.14795 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 180.2993469238s, input_fired_time: 0.8297395706, output_fired_time: 0.7249036431, propagate_forward_time: 64.2778396606, propagate_backward_time: 112.6672058105, weight_update_time: 0.0844680667, other_time: 1.7996597290
epoch time: 14.9312639236s, input_fired_time: 0.1029652953, output_fired_time: 0.0000000000, propagate_forward_time: 13.5265235901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3017749786
validation[          , genome  7046] predictions:    9677/  10000 (96.77%), best:    9735/10000 (97.35%), error:      1009.82581, best error:       894.14795 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 180.4557189941s, input_fired_time: 2.7967457771, output_fired_time: 0.7212333083, propagate_forward_time: 56.9916038513, propagate_backward_time: 117.1609268188, weight_update_time: 0.0841753781, other_time: 2.7851943970
epoch time: 14.7922830582s, input_fired_time: 0.1014410779, output_fired_time: 0.0000000000, propagate_forward_time: 12.4030818939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2877597809
validation[          , genome  7046] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       822.85803, best error:       822.85803 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 185.5032653809s, input_fired_time: 0.8323576450, output_fired_time: 0.7343213558, propagate_forward_time: 65.7420730591, propagate_backward_time: 113.4457244873, weight_update_time: 0.0842102617, other_time: 4.7488021851
epoch time: 11.8947582245s, input_fired_time: 0.0992681235, output_fired_time: 0.0000000000, propagate_forward_time: 11.4811353683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143548965
validation[          , genome  7046] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:      1014.89960, best error:       822.85803 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 181.8629150391s, input_fired_time: 4.8748636246, output_fired_time: 1.8284362555, propagate_forward_time: 62.0535392761, propagate_backward_time: 103.4481277466, weight_update_time: 0.0840128958, other_time: 9.6579513550
epoch time: 14.9913454056s, input_fired_time: 0.1011454016, output_fired_time: 0.0000000000, propagate_forward_time: 14.5691719055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210277557
validation[          , genome  7046] predictions:    9642/  10000 (96.42%), best:    9758/10000 (97.58%), error:      1160.97754, best error:       822.85803 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 179.6955108643s, input_fired_time: 0.8276462555, output_fired_time: 0.7302318215, propagate_forward_time: 64.6249389648, propagate_backward_time: 101.7707519531, weight_update_time: 0.0841213614, other_time: 11.7419433594
epoch time: 15.1576347351s, input_fired_time: 0.1032158509, output_fired_time: 0.0000000000, propagate_forward_time: 13.7468824387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3075361252
validation[          , genome  7046] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       856.86157, best error:       822.85803 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 188.0189666748s, input_fired_time: 0.8412407637, output_fired_time: 0.7396059632, propagate_forward_time: 77.8588409424, propagate_backward_time: 102.6100540161, weight_update_time: 0.0849787369, other_time: 5.9692153931
epoch time: 15.1548395157s, input_fired_time: 0.1028006002, output_fired_time: 0.0000000000, propagate_forward_time: 12.6532793045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3987598419
validation[          , genome  7046] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       842.76147, best error:       822.85803 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 179.8897399902s, input_fired_time: 2.8012838364, output_fired_time: 0.7410398722, propagate_forward_time: 69.1102752686, propagate_backward_time: 100.5284957886, weight_update_time: 0.0840259939, other_time: 6.7086410522
epoch time: 15.1253271103s, input_fired_time: 0.1042772084, output_fired_time: 0.0000000000, propagate_forward_time: 14.6956663132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253831863
validation[          , genome  7046] predictions:    9718/  10000 (97.18%), best:    9758/10000 (97.58%), error:       887.80127, best error:       822.85803 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 178.9402465820s, input_fired_time: 0.8313046694, output_fired_time: 0.7358782291, propagate_forward_time: 62.3793182373, propagate_backward_time: 110.2698364258, weight_update_time: 1.0673786402, other_time: 4.7239074707
epoch time: 14.9036178589s, input_fired_time: 0.1032316238, output_fired_time: 0.0000000000, propagate_forward_time: 14.4790191650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213672638
validation[          , genome  7046] predictions:    9661/  10000 (96.61%), best:    9758/10000 (97.58%), error:      1053.62854, best error:       822.85803 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 180.9136505127s, input_fired_time: 0.8415556550, output_fired_time: 2.9297339916, propagate_forward_time: 71.3316345215, propagate_backward_time: 104.0076828003, weight_update_time: 0.0847549960, other_time: 1.8030471802
epoch time: 13.0406589508s, input_fired_time: 0.1035713106, output_fired_time: 0.0000000000, propagate_forward_time: 12.6181535721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189344406
validation[          , genome  7046] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       831.84625, best error:       822.85803 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 180.5822448730s, input_fired_time: 4.7697577477, output_fired_time: 0.7318419814, propagate_forward_time: 46.7454605103, propagate_backward_time: 121.4943771362, weight_update_time: 0.0843846798, other_time: 6.8407974243
epoch time: 14.8737888336s, input_fired_time: 0.1017937511, output_fired_time: 0.0000000000, propagate_forward_time: 14.4521932602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198022842
validation[          , genome  7046] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       955.97363, best error:       822.85803 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 183.0482330322s, input_fired_time: 3.7984733582, output_fired_time: 2.7120292187, propagate_forward_time: 51.1097564697, propagate_backward_time: 117.6998291016, weight_update_time: 0.0855323896, other_time: 7.7281341553
epoch time: 15.0456895828s, input_fired_time: 0.1039680019, output_fired_time: 0.0000000000, propagate_forward_time: 14.6146764755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270454407
validation[          , genome  7046] predictions:    9687/  10000 (96.87%), best:    9758/10000 (97.58%), error:       960.24481, best error:       822.85803 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 180.2154541016s, input_fired_time: 2.9193744659, output_fired_time: 3.6938555241, propagate_forward_time: 58.8512153625, propagate_backward_time: 107.9197311401, weight_update_time: 0.0842715204, other_time: 6.8312759399
epoch time: 15.1671648026s, input_fired_time: 0.1044519693, output_fired_time: 0.0000000000, propagate_forward_time: 14.7361698151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265428543
validation[          , genome  7046] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       888.92462, best error:       822.85803 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 180.3973541260s, input_fired_time: 1.8194531202, output_fired_time: 0.7379257679, propagate_forward_time: 71.1663436890, propagate_backward_time: 103.7529830933, weight_update_time: 0.0874470845, other_time: 2.9206390381
epoch time: 15.0351419449s, input_fired_time: 0.1026358902, output_fired_time: 0.0000000000, propagate_forward_time: 14.6142616272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182439804
validation[          , genome  7046] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       815.82532, best error:       815.82532 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 183.0860900879s, input_fired_time: 4.7806015015, output_fired_time: 0.7526829243, propagate_forward_time: 61.0974273682, propagate_backward_time: 112.5799789429, weight_update_time: 0.0845127627, other_time: 3.8753890991
epoch time: 15.0713405609s, input_fired_time: 0.1042077839, output_fired_time: 0.0000000000, propagate_forward_time: 13.6580123901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3091201782
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       918.48962, best error:       815.82532 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 182.7303924561s, input_fired_time: 0.8385283947, output_fired_time: 1.8368686438, propagate_forward_time: 74.0119400024, propagate_backward_time: 97.2465820313, weight_update_time: 3.1476514339, other_time: 8.7964706421
epoch time: 14.8826065063s, input_fired_time: 0.1020052060, output_fired_time: 0.0000000000, propagate_forward_time: 12.4968204498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2837810516
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       894.12122, best error:       815.82532 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 180.7956695557s, input_fired_time: 1.8283584118, output_fired_time: 0.7393005490, propagate_forward_time: 74.8345336914, propagate_backward_time: 97.5291900635, weight_update_time: 1.0703104734, other_time: 5.8642883301
epoch time: 15.1679306030s, input_fired_time: 0.1047578380, output_fired_time: 0.0000000000, propagate_forward_time: 14.7404584885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227138519
validation[          , genome  7046] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       898.06317, best error:       815.82532 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 180.3940734863s, input_fired_time: 2.8024482727, output_fired_time: 0.7279239893, propagate_forward_time: 73.9602050781, propagate_backward_time: 98.1475372314, weight_update_time: 1.0687555075, other_time: 4.7559661865
epoch time: 15.1317815781s, input_fired_time: 0.1042872369, output_fired_time: 0.0000000000, propagate_forward_time: 13.6094465256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4180479050
validation[          , genome  7046] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       921.01349, best error:       815.82532 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 182.5479278564s, input_fired_time: 0.8392239213, output_fired_time: 1.7321583033, propagate_forward_time: 72.9277877808, propagate_backward_time: 101.0916976929, weight_update_time: 1.0685032606, other_time: 5.9570617676
epoch time: 13.2828302383s, input_fired_time: 0.1056035832, output_fired_time: 0.0000000000, propagate_forward_time: 10.7758140564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4014129639
validation[          , genome  7046] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1194.09070, best error:       815.82532 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 185.3553924561s, input_fired_time: 2.8178207874, output_fired_time: 2.8279178143, propagate_forward_time: 62.5634040833, propagate_backward_time: 113.2486038208, weight_update_time: 2.1639776230, other_time: 3.8976516724
epoch time: 15.0236921310s, input_fired_time: 0.1040663123, output_fired_time: 0.0000000000, propagate_forward_time: 14.5976848602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219413757
validation[          , genome  7046] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       908.84918, best error:       815.82532 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 177.4828186035s, input_fired_time: 0.8342322111, output_fired_time: 2.7054617405, propagate_forward_time: 64.7061309814, propagate_backward_time: 102.5098419189, weight_update_time: 0.0847769082, other_time: 6.7271575928
epoch time: 15.0830698013s, input_fired_time: 0.1045609564, output_fired_time: 0.0000000000, propagate_forward_time: 14.6564912796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220176697
validation[          , genome  7046] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       851.14441, best error:       815.82532 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 180.1902770996s, input_fired_time: 0.8398365378, output_fired_time: 0.7406541109, propagate_forward_time: 65.8508377075, propagate_backward_time: 108.9810409546, weight_update_time: 0.0840151608, other_time: 3.7778930664
epoch time: 12.7492961884s, input_fired_time: 0.1008162573, output_fired_time: 0.0000000000, propagate_forward_time: 12.3334875107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149919510
validation[          , genome  7046] predictions:    9686/  10000 (96.86%), best:    9753/10000 (97.53%), error:       984.78339, best error:       815.82532 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 188.6227569580s, input_fired_time: 0.8485542536, output_fired_time: 0.7408908606, propagate_forward_time: 64.7468185425, propagate_backward_time: 115.4366226196, weight_update_time: 2.0543537140, other_time: 6.8498687744
epoch time: 16.0906181335s, input_fired_time: 0.1044887304, output_fired_time: 0.0000000000, propagate_forward_time: 13.6920785904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2940511703
validation[          , genome  7046] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       915.83472, best error:       815.82532 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 182.1927490234s, input_fired_time: 1.8324431181, output_fired_time: 0.7428591847, propagate_forward_time: 76.2946929932, propagate_backward_time: 99.5482177734, weight_update_time: 0.0849864855, other_time: 3.7745361328
epoch time: 14.7413396835s, input_fired_time: 0.1013532579, output_fired_time: 0.0000000000, propagate_forward_time: 14.3254756927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145103455
validation[          , genome  7046] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       887.34113, best error:       815.82532 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 177.6979522705s, input_fired_time: 1.8293806314, output_fired_time: 0.7429097891, propagate_forward_time: 63.3241348267, propagate_backward_time: 106.0560531616, weight_update_time: 0.0845220238, other_time: 5.7454833984
epoch time: 15.2286310196s, input_fired_time: 0.1068971679, output_fired_time: 0.0000000000, propagate_forward_time: 11.8458576202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2758760452
validation[          , genome  7046] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       940.77509, best error:       815.82532 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 174.8882141113s, input_fired_time: 1.9275143147, output_fired_time: 0.7249111533, propagate_forward_time: 59.9166145325, propagate_backward_time: 106.3633346558, weight_update_time: 0.0843271464, other_time: 5.9558334351
epoch time: 13.0525579453s, input_fired_time: 0.0931146443, output_fired_time: 0.0000000000, propagate_forward_time: 11.6822729111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2771701813
validation[          , genome  7046] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       937.37207, best error:       815.82532 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 175.0946502686s, input_fired_time: 0.8396419287, output_fired_time: 4.7838678360, propagate_forward_time: 68.0266113281, propagate_backward_time: 97.7032852173, weight_update_time: 0.0838442519, other_time: 3.7412338257
epoch time: 11.7291755676s, input_fired_time: 0.1004305333, output_fired_time: 0.0000000000, propagate_forward_time: 8.3619308472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2668142319
validation[          , genome  7046] predictions:    9660/  10000 (96.60%), best:    9753/10000 (97.53%), error:      1060.05090, best error:       815.82532 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 175.3346405029s, input_fired_time: 0.8417980075, output_fired_time: 5.7715082169, propagate_forward_time: 68.4252548218, propagate_backward_time: 98.4948425293, weight_update_time: 0.0847860202, other_time: 1.8012313843
epoch time: 11.8450651169s, input_fired_time: 0.1006323770, output_fired_time: 0.0000000000, propagate_forward_time: 11.4342517853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101806641
validation[          , genome  7046] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       841.79602, best error:       815.82532 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 174.1583404541s, input_fired_time: 0.8409438133, output_fired_time: 0.7293841243, propagate_forward_time: 67.9544143677, propagate_backward_time: 101.8580932617, weight_update_time: 0.0838714615, other_time: 2.7755050659
epoch time: 14.9852685928s, input_fired_time: 0.1044660583, output_fired_time: 0.0000000000, propagate_forward_time: 14.5583858490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224163055
validation[          , genome  7046] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       925.16284, best error:       815.82532 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 177.0036926270s, input_fired_time: 1.8259903193, output_fired_time: 0.7405171990, propagate_forward_time: 58.7404365540, propagate_backward_time: 110.9363327026, weight_update_time: 0.0849073306, other_time: 4.7604141235
epoch time: 14.8100986481s, input_fired_time: 0.1045557037, output_fired_time: 0.0000000000, propagate_forward_time: 14.3795251846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260173798
validation[          , genome  7046] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       774.17432, best error:       774.17432 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 178.2864227295s, input_fired_time: 3.8007290363, output_fired_time: 3.9099044800, propagate_forward_time: 58.6458663940, propagate_backward_time: 110.1406860352, weight_update_time: 0.0839708522, other_time: 1.7892227173
epoch time: 12.1121225357s, input_fired_time: 0.1065965518, output_fired_time: 0.0000000000, propagate_forward_time: 9.7088365555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2966890335
validation[          , genome  7046] predictions:    9634/  10000 (96.34%), best:    9759/10000 (97.59%), error:      1138.19995, best error:       774.17432 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 178.8254089355s, input_fired_time: 0.8477278352, output_fired_time: 0.7300506234, propagate_forward_time: 68.1744079590, propagate_backward_time: 105.2846374512, weight_update_time: 0.0854687765, other_time: 3.7885742188
epoch time: 15.1225090027s, input_fired_time: 0.1051697284, output_fired_time: 0.0000000000, propagate_forward_time: 14.6935720444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237676620
validation[          , genome  7046] predictions:    9761/  10000 (97.61%), best:    9759/10000 (97.59%), error:       837.71167, best error:       774.17432 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 171.5247039795s, input_fired_time: 0.8413490057, output_fired_time: 0.7413361669, propagate_forward_time: 70.9216995239, propagate_backward_time: 95.2609024048, weight_update_time: 0.0837941915, other_time: 3.7594146729
epoch time: 11.7465867996s, input_fired_time: 0.1027180851, output_fired_time: 0.0000000000, propagate_forward_time: 9.3513126373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2925558090
validation[          , genome  7046] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       962.90582, best error:       774.17432 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 170.9152679443s, input_fired_time: 1.8267307281, output_fired_time: 0.7332468629, propagate_forward_time: 73.2224578857, propagate_backward_time: 93.3479843140, weight_update_time: 0.0842648894, other_time: 1.7848434448
epoch time: 14.9045114517s, input_fired_time: 0.1034741029, output_fired_time: 0.0000000000, propagate_forward_time: 14.4769544601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240833282
validation[          , genome  7046] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       827.11383, best error:       774.17432 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 172.2272033691s, input_fired_time: 0.8384249806, output_fired_time: 2.7017722130, propagate_forward_time: 72.0663757324, propagate_backward_time: 91.8670196533, weight_update_time: 0.0845145136, other_time: 4.7536163330
epoch time: 14.9192695618s, input_fired_time: 0.1016445383, output_fired_time: 0.0000000000, propagate_forward_time: 13.4098243713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4078006744
validation[          , genome  7046] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       848.56116, best error:       774.17432 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 171.0077819824s, input_fired_time: 2.8169720173, output_fired_time: 2.7020640373, propagate_forward_time: 69.9651260376, propagate_backward_time: 89.5724182129, weight_update_time: 0.0839664266, other_time: 5.9512100220
epoch time: 15.2658691406s, input_fired_time: 0.1070743874, output_fired_time: 0.0000000000, propagate_forward_time: 12.8642158508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2945785522
validation[          , genome  7046] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       880.74805, best error:       774.17432 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 175.5699005127s, input_fired_time: 6.8615088463, output_fired_time: 2.7080318928, propagate_forward_time: 56.2824325562, propagate_backward_time: 106.9463272095, weight_update_time: 0.0838147402, other_time: 2.7715911865
epoch time: 15.3038415909s, input_fired_time: 0.1069838554, output_fired_time: 0.0000000000, propagate_forward_time: 14.8639926910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328647614
validation[          , genome  7046] predictions:    9675/  10000 (96.75%), best:    9759/10000 (97.59%), error:      1046.04468, best error:       774.17432 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 172.7035522461s, input_fired_time: 1.8291472197, output_fired_time: 0.7261344790, propagate_forward_time: 79.0660247803, propagate_backward_time: 89.2822570801, weight_update_time: 0.0852080211, other_time: 1.7999877930
epoch time: 10.4883871078s, input_fired_time: 0.1000316516, output_fired_time: 0.0000000000, propagate_forward_time: 10.0765542984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118009567
validation[          , genome  7046] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       867.48676, best error:       774.17432 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 177.3453521729s, input_fired_time: 0.8460942507, output_fired_time: 2.7058634758, propagate_forward_time: 57.2883186340, propagate_backward_time: 112.6192550659, weight_update_time: 0.0852938369, other_time: 3.8858261108
epoch time: 12.7692070007s, input_fired_time: 0.1046421602, output_fired_time: 0.0000000000, propagate_forward_time: 12.3515815735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129835129
validation[          , genome  7046] predictions:    9699/  10000 (96.99%), best:    9759/10000 (97.59%), error:       975.86774, best error:       774.17432 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 175.2279357910s, input_fired_time: 1.8319398165, output_fired_time: 0.7318919301, propagate_forward_time: 58.0577011108, propagate_backward_time: 111.7092514038, weight_update_time: 1.1789902449, other_time: 2.8971557617
epoch time: 14.9265861511s, input_fired_time: 0.1047497839, output_fired_time: 0.0000000000, propagate_forward_time: 12.5299634933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2918729782
validation[          , genome  7046] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       841.72339, best error:       774.17432 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 172.0823211670s, input_fired_time: 3.7886238098, output_fired_time: 1.8218345642, propagate_forward_time: 55.3481903076, propagate_backward_time: 107.1752777100, weight_update_time: 0.0820210725, other_time: 3.9483947754
epoch time: 13.0467643738s, input_fired_time: 0.1057793722, output_fired_time: 0.0000000000, propagate_forward_time: 12.6137285233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272562027
validation[          , genome  7046] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       761.82617, best error:       761.82617 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 172.5387573242s, input_fired_time: 1.8248209953, output_fired_time: 0.7269759178, propagate_forward_time: 70.7855987549, propagate_backward_time: 94.4481124878, weight_update_time: 0.0845585018, other_time: 4.7532577515
epoch time: 9.8622140884s, input_fired_time: 0.1030458808, output_fired_time: 0.0000000000, propagate_forward_time: 9.4424409866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167276382
validation[          , genome  7046] predictions:    9723/  10000 (97.23%), best:    9759/10000 (97.59%), error:       955.26031, best error:       761.82617 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 170.1440124512s, input_fired_time: 2.8142101765, output_fired_time: 0.8349673152, propagate_forward_time: 60.3987083435, propagate_backward_time: 100.3563156128, weight_update_time: 0.0838869065, other_time: 5.7398147583
epoch time: 16.2924308777s, input_fired_time: 0.1077113450, output_fired_time: 0.0000000000, propagate_forward_time: 15.8538675308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308515549
validation[          , genome  7046] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       915.26416, best error:       761.82617 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 173.0493621826s, input_fired_time: 0.8419234157, output_fired_time: 2.8081350327, propagate_forward_time: 67.3741073608, propagate_backward_time: 96.2869110107, weight_update_time: 0.0849245340, other_time: 5.7382888794
epoch time: 15.0810737610s, input_fired_time: 0.1070289835, output_fired_time: 0.0000000000, propagate_forward_time: 14.6400823593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339624405
validation[          , genome  7046] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       817.77539, best error:       761.82617 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 174.3747406006s, input_fired_time: 2.8191728592, output_fired_time: 1.7174105644, propagate_forward_time: 60.9455070496, propagate_backward_time: 103.1383590698, weight_update_time: 0.0849781856, other_time: 5.7542953491
epoch time: 14.9400711060s, input_fired_time: 0.1047129855, output_fired_time: 0.0000000000, propagate_forward_time: 13.5268106461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3085470200
validation[          , genome  7046] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       776.80981, best error:       761.82617 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 167.9440460205s, input_fired_time: 0.8455106616, output_fired_time: 1.7190504074, propagate_forward_time: 58.0368156433, propagate_backward_time: 98.5312957764, weight_update_time: 0.0847199485, other_time: 8.8113708496
epoch time: 17.3539848328s, input_fired_time: 0.1100417897, output_fired_time: 0.0000000000, propagate_forward_time: 14.8394784927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4044637680
validation[          , genome  7046] predictions:    9554/  10000 (95.54%), best:    9759/10000 (97.59%), error:      1514.09106, best error:       761.82617 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 175.7050018311s, input_fired_time: 0.8575601578, output_fired_time: 0.7402144670, propagate_forward_time: 61.3654174805, propagate_backward_time: 106.8670806885, weight_update_time: 0.0857228637, other_time: 5.8747253418
epoch time: 14.9965400696s, input_fired_time: 0.1060514674, output_fired_time: 0.0000000000, propagate_forward_time: 14.5650320053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254566193
validation[          , genome  7046] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       775.87665, best error:       761.82617 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 169.9677124023s, input_fired_time: 1.8308576345, output_fired_time: 3.6814656258, propagate_forward_time: 57.3233795166, propagate_backward_time: 101.3863220215, weight_update_time: 0.0847140923, other_time: 5.7456817627
epoch time: 15.1774091721s, input_fired_time: 0.1071258560, output_fired_time: 0.0000000000, propagate_forward_time: 13.7622470856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3080358505
validation[          , genome  7046] predictions:    9766/  10000 (97.66%), best:    9759/10000 (97.59%), error:       804.90570, best error:       761.82617 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 173.0566253662s, input_fired_time: 2.9225325584, output_fired_time: 1.7149015665, propagate_forward_time: 65.1919937134, propagate_backward_time: 99.3560104370, weight_update_time: 0.0836416855, other_time: 3.8711853027
epoch time: 14.9733829498s, input_fired_time: 0.1067903712, output_fired_time: 0.0000000000, propagate_forward_time: 14.5346336365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319587708
validation[          , genome  7046] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       843.43201, best error:       761.82617 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 178.9972076416s, input_fired_time: 0.8570135236, output_fired_time: 0.7484399080, propagate_forward_time: 56.2417869568, propagate_backward_time: 114.2961196899, weight_update_time: 0.0856345892, other_time: 6.8538436890
epoch time: 14.6947498322s, input_fired_time: 0.1043603346, output_fired_time: 0.0000000000, propagate_forward_time: 14.2709693909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194198608
validation[          , genome  7046] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       948.56042, best error:       761.82617 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 163.4604339600s, input_fired_time: 2.9205701351, output_fired_time: 2.8071208000, propagate_forward_time: 54.4385986328, propagate_backward_time: 101.5138015747, weight_update_time: 0.0828108564, other_time: 1.7803573608
epoch time: 10.6261854172s, input_fired_time: 0.1010085866, output_fired_time: 0.0000000000, propagate_forward_time: 10.2113027573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138742447
validation[          , genome  7046] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       849.53967, best error:       761.82617 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 176.1786193848s, input_fired_time: 0.8502680063, output_fired_time: 3.7978527546, propagate_forward_time: 71.1071624756, propagate_backward_time: 92.4831237793, weight_update_time: 0.0841732547, other_time: 7.9402160645
epoch time: 15.1393651962s, input_fired_time: 0.1077720299, output_fired_time: 0.0000000000, propagate_forward_time: 14.7038660049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277273178
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       875.56592, best error:       761.82617 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 178.0446624756s, input_fired_time: 0.8548480272, output_fired_time: 2.7175083160, propagate_forward_time: 59.0037002563, propagate_backward_time: 107.5265121460, weight_update_time: 0.0847940892, other_time: 7.9420928955
epoch time: 12.2537136078s, input_fired_time: 0.1093715727, output_fired_time: 0.0000000000, propagate_forward_time: 11.8154535294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288888931
validation[          , genome  7046] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       822.51965, best error:       761.82617 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 175.7730102539s, input_fired_time: 1.9434671402, output_fired_time: 0.7279055119, propagate_forward_time: 58.2507820129, propagate_backward_time: 110.9768066406, weight_update_time: 0.0842711851, other_time: 3.8740539551
epoch time: 15.3341684341s, input_fired_time: 0.1090275049, output_fired_time: 0.0000000000, propagate_forward_time: 14.8942813873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308591843
validation[          , genome  7046] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       851.24036, best error:       761.82617 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.7924041748s, input_fired_time: 6.9850158691, output_fired_time: 1.7187886238, propagate_forward_time: 67.4176559448, propagate_backward_time: 95.8848037720, weight_update_time: 0.0844273195, other_time: 3.7861328125
epoch time: 13.2008075714s, input_fired_time: 0.1068631709, output_fired_time: 0.0000000000, propagate_forward_time: 12.7530946732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408498764
validation[          , genome  7046] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       814.39648, best error:       761.82617 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.7246398926s, input_fired_time: 2.8198163509, output_fired_time: 0.7413159609, propagate_forward_time: 72.8352508545, propagate_backward_time: 91.4884338379, weight_update_time: 0.0849508792, other_time: 5.8398284912
epoch time: 13.9400978088s, input_fired_time: 0.1059496254, output_fired_time: 0.0000000000, propagate_forward_time: 13.5062770844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278713226
validation[          , genome  7046] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       889.93402, best error:       761.82617 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 170.0299682617s, input_fired_time: 6.7529273033, output_fired_time: 0.7301772833, propagate_forward_time: 56.0035095215, propagate_backward_time: 103.7731094360, weight_update_time: 0.0836471096, other_time: 2.7702407837
epoch time: 14.7727041245s, input_fired_time: 0.1042180061, output_fired_time: 0.0000000000, propagate_forward_time: 14.3555049896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129806519
validation[          , genome  7046] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       837.31348, best error:       761.82617 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 173.9401702881s, input_fired_time: 0.8530826569, output_fired_time: 0.7373543978, propagate_forward_time: 57.0215263367, propagate_backward_time: 108.6015090942, weight_update_time: 0.0847672969, other_time: 6.7266921997
epoch time: 15.1193208694s, input_fired_time: 0.1080856472, output_fired_time: 0.0000000000, propagate_forward_time: 13.7030620575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3081731796
validation[          , genome  7046] predictions:    9692/  10000 (96.92%), best:    9759/10000 (97.59%), error:       997.74982, best error:       761.82617 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 180.8207855225s, input_fired_time: 0.8506748676, output_fired_time: 1.8299911022, propagate_forward_time: 54.1072769165, propagate_backward_time: 122.2234039307, weight_update_time: 0.0851298943, other_time: 1.8094406128
epoch time: 16.2961864471s, input_fired_time: 0.1088580266, output_fired_time: 0.0000000000, propagate_forward_time: 11.8065938950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3807344437
validation[          , genome  7046] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       775.50610, best error:       761.82617 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 172.7805175781s, input_fired_time: 1.8371332884, output_fired_time: 0.7365984917, propagate_forward_time: 66.2875976563, propagate_backward_time: 100.1507263184, weight_update_time: 0.0837848485, other_time: 3.7684631348
epoch time: 15.0159111023s, input_fired_time: 0.1075851694, output_fired_time: 0.0000000000, propagate_forward_time: 14.5878238678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205022812
validation[          , genome  7046] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       881.12000, best error:       761.82617 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 175.0808563232s, input_fired_time: 0.8590270281, output_fired_time: 0.7432177067, propagate_forward_time: 56.5067634583, propagate_backward_time: 114.0698623657, weight_update_time: 0.0845153332, other_time: 2.9019851685
epoch time: 12.0279111862s, input_fired_time: 0.1051431745, output_fired_time: 0.0000000000, propagate_forward_time: 11.6038131714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189544678
validation[          , genome  7046] predictions:    9663/  10000 (96.63%), best:    9759/10000 (97.59%), error:      1089.72522, best error:       761.82617 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 170.2467651367s, input_fired_time: 3.9130198956, output_fired_time: 2.7085275650, propagate_forward_time: 74.7828674316, propagate_backward_time: 86.0597763062, weight_update_time: 0.0842633843, other_time: 2.7825698853
epoch time: 15.0800209045s, input_fired_time: 0.1082000211, output_fired_time: 0.0000000000, propagate_forward_time: 14.6497783661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220424652
validation[          , genome  7046] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       800.78625, best error:       761.82617 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 169.9765472412s, input_fired_time: 0.8478562236, output_fired_time: 0.7318826318, propagate_forward_time: 74.2056198120, propagate_backward_time: 88.4740295410, weight_update_time: 0.0830254331, other_time: 5.7171554565
epoch time: 14.6931781769s, input_fired_time: 1.0892821550, output_fired_time: 0.0000000000, propagate_forward_time: 11.3141374588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2897586823
validation[          , genome  7046] predictions:    9638/  10000 (96.38%), best:    9759/10000 (97.59%), error:      1202.15088, best error:       761.82617 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 169.7685852051s, input_fired_time: 1.8356122971, output_fired_time: 0.7385538220, propagate_forward_time: 74.0851058960, propagate_backward_time: 87.3821182251, weight_update_time: 0.0833334699, other_time: 5.7271881104
epoch time: 12.7772073746s, input_fired_time: 0.1041419059, output_fired_time: 0.0000000000, propagate_forward_time: 12.3607101440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123550415
validation[          , genome  7046] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       921.32196, best error:       761.82617 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 173.6921539307s, input_fired_time: 0.8594208956, output_fired_time: 0.7378359437, propagate_forward_time: 62.8720932007, propagate_backward_time: 105.3368072510, weight_update_time: 0.0843733102, other_time: 3.8859939575
epoch time: 15.0607318878s, input_fired_time: 0.1066452637, output_fired_time: 0.0000000000, propagate_forward_time: 14.6298227310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242635727
validation[          , genome  7046] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       820.26202, best error:       761.82617 on epoch:    76, 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: 68.6704406738s, input_fired_time: 2.6154673100, output_fired_time: 0.0000000000, propagate_forward_time: 61.2907028198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7642669678
best training[          , genome  7046] predictions:   49577/  50000 (99.15%), best:    9759/10000 (97.59%), error:      1727.17493, best error:       761.82617 on epoch:    76, 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: 12.8540420532s, input_fired_time: 0.1014197245, output_fired_time: 0.0000000000, propagate_forward_time: 11.4550743103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2975482941
   testing[          , genome  7046] predictions:    9787/  10000 (97.87%), best:    9759/10000 (97.59%), error:       712.06464, best error:       761.82617 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:42:19 (9280): called boinc_finish(0)

</stderr_txt>
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