Nameexact_genome_1512568488_44_6917_2
Workunit2605885
Created7 Dec 2017, 22:55:59 UTC
Sent7 Dec 2017, 22:58:17 UTC
Report deadline13 Dec 2017, 19:15:22 UTC
Received9 Dec 2017, 4:30:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 3 min 10 sec
CPU time3 hours 2 min 46 sec
Validate stateValid
Credit1,461.30
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.64 MB
Peak swap size159.37 MB
Peak disk usage2.33 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
red_time: 0.0000000000, propagate_forward_time: 7.6893906593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084366798
validation[          , genome  6917] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1030.52954, best error:      1030.52954 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 100.1794204712s, input_fired_time: 0.9432340860, output_fired_time: 0.8893320560, propagate_forward_time: 38.1176719666, propagate_backward_time: 57.2589797974, weight_update_time: 0.1723275185, other_time: 2.9701957703
epoch time: 8.2112855911s, input_fired_time: 0.1167493165, output_fired_time: 0.0000000000, propagate_forward_time: 7.5877037048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068321228
validation[          , genome  6917] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1002.72479, best error:      1002.72479 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 99.1157760620s, input_fired_time: 0.9337688088, output_fired_time: 0.8824028969, propagate_forward_time: 37.7229003906, propagate_backward_time: 56.6428871155, weight_update_time: 0.1707259268, other_time: 2.9338188171
epoch time: 7.9381866455s, input_fired_time: 0.1138119921, output_fired_time: 0.0000000000, propagate_forward_time: 7.3235898018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007848740
validation[          , genome  6917] predictions:    9648/  10000 (96.48%), best:    9688/10000 (96.88%), error:      1136.25659, best error:      1002.72479 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 100.1076202393s, input_fired_time: 0.9503782988, output_fired_time: 0.8922889829, propagate_forward_time: 38.1140136719, propagate_backward_time: 57.1477203369, weight_update_time: 0.1740130037, other_time: 3.0032196045
epoch time: 8.2744913101s, input_fired_time: 0.1210127622, output_fired_time: 0.0000000000, propagate_forward_time: 7.6209816933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324969292
validation[          , genome  6917] predictions:    9680/  10000 (96.80%), best:    9688/10000 (96.88%), error:      1033.06433, best error:      1002.72479 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 100.4672012329s, input_fired_time: 0.9505750537, output_fired_time: 0.8969894052, propagate_forward_time: 38.2070312500, propagate_backward_time: 57.3945770264, weight_update_time: 0.1760753393, other_time: 3.0180282593
epoch time: 8.2488842010s, input_fired_time: 0.1145497635, output_fired_time: 0.0000000000, propagate_forward_time: 7.6393737793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949607849
validation[          , genome  6917] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1125.23987, best error:      1002.72479 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 99.5793457031s, input_fired_time: 0.9369311333, output_fired_time: 0.8828641176, propagate_forward_time: 37.9064407349, propagate_backward_time: 56.9193077087, weight_update_time: 0.1709865183, other_time: 2.9338035583
epoch time: 8.1217632294s, input_fired_time: 0.1139056906, output_fired_time: 0.0000000000, propagate_forward_time: 7.5157036781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921536446
validation[          , genome  6917] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       961.88684, best error:       961.88684 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 100.0799255371s, input_fired_time: 0.9431153536, output_fired_time: 0.8897862434, propagate_forward_time: 38.1069526672, propagate_backward_time: 57.1908874512, weight_update_time: 0.1716772765, other_time: 2.9491844177
epoch time: 8.1474580765s, input_fired_time: 0.1143936291, output_fired_time: 0.0000000000, propagate_forward_time: 7.5311956406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018692017
validation[          , genome  6917] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1021.25281, best error:       961.88684 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 99.3053817749s, input_fired_time: 0.9324840903, output_fired_time: 0.8781428337, propagate_forward_time: 37.8279800415, propagate_backward_time: 56.7666206360, weight_update_time: 0.1694346666, other_time: 2.9001502991
epoch time: 8.3150663376s, input_fired_time: 0.1202155873, output_fired_time: 0.0000000000, propagate_forward_time: 7.6701245308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247263908
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:       985.01843, best error:       961.88684 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.6031951904s, input_fired_time: 0.9385370016, output_fired_time: 0.8779463768, propagate_forward_time: 37.5973281860, propagate_backward_time: 56.2363510132, weight_update_time: 0.1715456396, other_time: 2.9530334473
epoch time: 8.1868276596s, input_fired_time: 0.1175772399, output_fired_time: 0.0000000000, propagate_forward_time: 7.5674109459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018391609
validation[          , genome  6917] predictions:    9675/  10000 (96.75%), best:    9705/10000 (97.05%), error:      1060.97437, best error:       961.88684 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.8435211182s, input_fired_time: 0.9392921925, output_fired_time: 0.8757820129, propagate_forward_time: 37.5460395813, propagate_backward_time: 56.5026664734, weight_update_time: 0.1722557992, other_time: 2.9797363281
epoch time: 8.1691169739s, input_fired_time: 0.1173698828, output_fired_time: 0.0000000000, propagate_forward_time: 7.5389552116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127921104
validation[          , genome  6917] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:      1027.11316, best error:       961.88684 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 100.5652236938s, input_fired_time: 0.9477958679, output_fired_time: 0.8927826881, propagate_forward_time: 38.2793884277, propagate_backward_time: 57.4524040222, weight_update_time: 0.1757517457, other_time: 2.9928550720
epoch time: 8.2097263336s, input_fired_time: 0.1163617671, output_fired_time: 0.0000000000, propagate_forward_time: 7.5849471092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084176064
validation[          , genome  6917] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1120.84436, best error:       961.88684 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 99.3693923950s, input_fired_time: 0.9385170341, output_fired_time: 0.8853269815, propagate_forward_time: 37.7879943848, propagate_backward_time: 56.8006439209, weight_update_time: 0.1711411476, other_time: 2.9569091797
epoch time: 8.2372121811s, input_fired_time: 0.1196810603, output_fired_time: 0.0000000000, propagate_forward_time: 7.5866608620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308699608
validation[          , genome  6917] predictions:    9695/  10000 (96.95%), best:    9705/10000 (97.05%), error:      1007.19116, best error:       961.88684 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 100.0200119019s, input_fired_time: 0.9426609278, output_fired_time: 0.8864508867, propagate_forward_time: 38.0335273743, propagate_backward_time: 57.2160530090, weight_update_time: 0.1714284420, other_time: 2.9413223267
epoch time: 8.2975158691s, input_fired_time: 0.1161487624, output_fired_time: 0.0000000000, propagate_forward_time: 7.6766839027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046830177
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9705/10000 (97.05%), error:       991.08606, best error:       961.88684 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.0838317871s, input_fired_time: 0.9394465089, output_fired_time: 0.8804110885, propagate_forward_time: 37.7842330933, propagate_backward_time: 56.5865783691, weight_update_time: 0.1687583178, other_time: 2.8931655884
epoch time: 8.3146657944s, input_fired_time: 0.1166919991, output_fired_time: 0.0000000000, propagate_forward_time: 7.6960849762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018892288
validation[          , genome  6917] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       864.17743, best error:       864.17743 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.4217834473s, input_fired_time: 0.9485738873, output_fired_time: 0.8920890689, propagate_forward_time: 38.2076911926, propagate_backward_time: 57.3927383423, weight_update_time: 0.1734810174, other_time: 2.9806938171
epoch time: 8.1069049835s, input_fired_time: 0.1163346246, output_fired_time: 0.0000000000, propagate_forward_time: 7.4886155128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019550323
validation[          , genome  6917] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       948.10498, best error:       864.17743 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 99.7411193848s, input_fired_time: 0.9511317611, output_fired_time: 0.8903707862, propagate_forward_time: 37.8921813965, propagate_backward_time: 57.0142173767, weight_update_time: 0.1747297794, other_time: 2.9932136536
epoch time: 8.2179069519s, input_fired_time: 0.1143537089, output_fired_time: 0.0000000000, propagate_forward_time: 7.6106443405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929084778
validation[          , genome  6917] predictions:    9726/  10000 (97.26%), best:    9735/10000 (97.35%), error:       938.71252, best error:       864.17743 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.3612747192s, input_fired_time: 0.9441947937, output_fired_time: 0.8808443546, propagate_forward_time: 37.6691780090, propagate_backward_time: 56.9095954895, weight_update_time: 0.1703107208, other_time: 2.9574661255
epoch time: 8.3240709305s, input_fired_time: 0.1206165105, output_fired_time: 0.0000000000, propagate_forward_time: 7.6805086136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229454041
validation[          , genome  6917] predictions:    9676/  10000 (96.76%), best:    9735/10000 (97.35%), error:      1030.36755, best error:       864.17743 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 99.9381027222s, input_fired_time: 0.9482147098, output_fired_time: 0.8860732317, propagate_forward_time: 38.0151519775, propagate_backward_time: 57.1220359802, weight_update_time: 0.1716024429, other_time: 2.9666328430
epoch time: 8.2554817200s, input_fired_time: 0.1184261292, output_fired_time: 0.0000000000, propagate_forward_time: 7.6279382706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091171265
validation[          , genome  6917] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       936.62933, best error:       864.17743 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 99.8278427124s, input_fired_time: 0.9418863654, output_fired_time: 0.8819190860, propagate_forward_time: 37.9561271667, propagate_backward_time: 57.1005058289, weight_update_time: 0.1716895252, other_time: 2.9474029541
epoch time: 8.2215108871s, input_fired_time: 0.1160284281, output_fired_time: 0.0000000000, propagate_forward_time: 7.6002388000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052433014
validation[          , genome  6917] predictions:    9677/  10000 (96.77%), best:    9735/10000 (97.35%), error:      1053.41614, best error:       864.17743 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.8943176270s, input_fired_time: 0.9314365387, output_fired_time: 0.8752033114, propagate_forward_time: 37.6100692749, propagate_backward_time: 56.5928001404, weight_update_time: 0.1679216772, other_time: 2.8848075867
epoch time: 8.3114929199s, input_fired_time: 0.1154406667, output_fired_time: 0.0000000000, propagate_forward_time: 7.6996302605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964222908
validation[          , genome  6917] predictions:    9673/  10000 (96.73%), best:    9735/10000 (97.35%), error:      1067.98767, best error:       864.17743 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 100.5978927612s, input_fired_time: 0.9494431615, output_fired_time: 0.8905072808, propagate_forward_time: 38.2482490540, propagate_backward_time: 57.5235862732, weight_update_time: 0.1738594472, other_time: 2.9861068726
epoch time: 8.2475461960s, input_fired_time: 0.1169889420, output_fired_time: 0.0000000000, propagate_forward_time: 7.6154694557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150876045
validation[          , genome  6917] predictions:    9715/  10000 (97.15%), best:    9735/10000 (97.35%), error:       928.09399, best error:       864.17743 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 99.4181518555s, input_fired_time: 0.9454076290, output_fired_time: 0.8825110197, propagate_forward_time: 37.6865425110, propagate_backward_time: 56.9359474182, weight_update_time: 0.1729239076, other_time: 2.9677505493
epoch time: 8.3032445908s, input_fired_time: 0.1176166683, output_fired_time: 0.0000000000, propagate_forward_time: 7.6776847839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079431534
validation[          , genome  6917] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       935.00122, best error:       864.17743 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 99.8856506348s, input_fired_time: 0.9463300109, output_fired_time: 0.8877849579, propagate_forward_time: 37.9642868042, propagate_backward_time: 57.1435165405, weight_update_time: 0.1720730215, other_time: 2.9437332153
epoch time: 8.2141237259s, input_fired_time: 0.1175137535, output_fired_time: 0.0000000000, propagate_forward_time: 7.5861368179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104732513
validation[          , genome  6917] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       929.53540, best error:       864.17743 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 99.9843444824s, input_fired_time: 0.9510828257, output_fired_time: 0.8864256144, propagate_forward_time: 38.0081825256, propagate_backward_time: 57.1391754150, weight_update_time: 0.1742080599, other_time: 2.9994773865
epoch time: 8.2909574509s, input_fired_time: 0.1214106083, output_fired_time: 0.0000000000, propagate_forward_time: 7.6392264366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303206444
validation[          , genome  6917] predictions:    9708/  10000 (97.08%), best:    9735/10000 (97.35%), error:       960.25934, best error:       864.17743 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 99.6175079346s, input_fired_time: 0.9400590658, output_fired_time: 0.8802076578, propagate_forward_time: 37.8821220398, propagate_backward_time: 57.0052261353, weight_update_time: 0.1693231016, other_time: 2.9098930359
epoch time: 8.2372770309s, input_fired_time: 0.1201367453, output_fired_time: 0.0000000000, propagate_forward_time: 7.5970935822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5200462341
validation[          , genome  6917] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       923.27509, best error:       864.17743 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 99.8683319092s, input_fired_time: 0.9451459646, output_fired_time: 0.8851312399, propagate_forward_time: 37.9593048096, propagate_backward_time: 57.1265640259, weight_update_time: 0.1726858914, other_time: 2.9521865845
epoch time: 8.0806322098s, input_fired_time: 0.1146224961, output_fired_time: 0.0000000000, propagate_forward_time: 7.4765315056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894781113
validation[          , genome  6917] predictions:    9686/  10000 (96.86%), best:    9735/10000 (97.35%), error:      1021.93555, best error:       864.17743 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 99.7714691162s, input_fired_time: 0.9394054413, output_fired_time: 0.8812092543, propagate_forward_time: 37.9423561096, propagate_backward_time: 57.0952453613, weight_update_time: 0.1694658995, other_time: 2.9132499695
epoch time: 8.1180019379s, input_fired_time: 0.1146317273, output_fired_time: 0.0000000000, propagate_forward_time: 7.5033068657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000634193
validation[          , genome  6917] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       917.76489, best error:       864.17743 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 100.4273223877s, input_fired_time: 0.9551719427, output_fired_time: 0.8933629394, propagate_forward_time: 38.1324043274, propagate_backward_time: 57.4215431213, weight_update_time: 0.1759862453, other_time: 3.0248413086
epoch time: 8.2288475037s, input_fired_time: 0.1181020737, output_fired_time: 0.0000000000, propagate_forward_time: 7.6032238007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075216293
validation[          , genome  6917] predictions:    9679/  10000 (96.79%), best:    9735/10000 (97.35%), error:      1001.15808, best error:       864.17743 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 99.9910736084s, input_fired_time: 0.9495222569, output_fired_time: 0.8894603848, propagate_forward_time: 38.0746726990, propagate_backward_time: 57.1344413757, weight_update_time: 0.1715180129, other_time: 2.9429779053
epoch time: 8.0030155182s, input_fired_time: 0.1174313203, output_fired_time: 0.0000000000, propagate_forward_time: 7.3756365776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099477768
validation[          , genome  6917] predictions:    9710/  10000 (97.10%), best:    9735/10000 (97.35%), error:       968.46808, best error:       864.17743 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 99.3410034180s, input_fired_time: 0.9400520325, output_fired_time: 0.8790518045, propagate_forward_time: 37.8176345825, propagate_backward_time: 56.8020286560, weight_update_time: 0.1697255075, other_time: 2.9022407532
epoch time: 8.3001194000s, input_fired_time: 0.1200512275, output_fired_time: 0.0000000000, propagate_forward_time: 7.6652450562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148229599
validation[          , genome  6917] predictions:    9717/  10000 (97.17%), best:    9735/10000 (97.35%), error:       872.84674, best error:       864.17743 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.1680984497s, input_fired_time: 0.9388072491, output_fired_time: 0.8741929531, propagate_forward_time: 37.6474838257, propagate_backward_time: 56.7880020142, weight_update_time: 0.1715819985, other_time: 2.9196166992
epoch time: 8.3032493591s, input_fired_time: 0.1194404289, output_fired_time: 0.0000000000, propagate_forward_time: 7.6685585976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152506828
validation[          , genome  6917] predictions:    9689/  10000 (96.89%), best:    9735/10000 (97.35%), error:      1029.28271, best error:       864.17743 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.5733795166s, input_fired_time: 0.9470518231, output_fired_time: 0.8841856122, propagate_forward_time: 37.7930755615, propagate_backward_time: 57.0159835815, weight_update_time: 0.1702886969, other_time: 2.9330825806
epoch time: 8.2584552765s, input_fired_time: 0.1212661937, output_fired_time: 0.0000000000, propagate_forward_time: 7.6121921539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249967575
validation[          , genome  6917] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       993.09540, best error:       864.17743 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 100.1896057129s, input_fired_time: 0.9526346922, output_fired_time: 0.8874533176, propagate_forward_time: 38.0080795288, propagate_backward_time: 57.3801956177, weight_update_time: 0.1712312698, other_time: 2.9612426758
epoch time: 8.3236408234s, input_fired_time: 0.1193482727, output_fired_time: 0.0000000000, propagate_forward_time: 7.6830167770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212755203
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:      1063.45862, best error:       864.17743 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 100.4338989258s, input_fired_time: 0.9476028681, output_fired_time: 0.8888956308, propagate_forward_time: 38.1888732910, propagate_backward_time: 57.4657936096, weight_update_time: 0.1709957719, other_time: 2.9427375793
epoch time: 8.3410596848s, input_fired_time: 0.1212073341, output_fired_time: 0.0000000000, propagate_forward_time: 7.6982407570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216116905
validation[          , genome  6917] predictions:    9680/  10000 (96.80%), best:    9735/10000 (97.35%), error:      1018.98834, best error:       864.17743 on epoch:    27, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 100.1996536255s, input_fired_time: 0.9478930831, output_fired_time: 0.8871104121, propagate_forward_time: 38.0792846680, propagate_backward_time: 57.3288230896, weight_update_time: 0.1728097498, other_time: 2.9565467834
epoch time: 8.2615871429s, input_fired_time: 0.1190891638, output_fired_time: 0.0000000000, propagate_forward_time: 7.6233992577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5190987587
validation[          , genome  6917] predictions:    9728/  10000 (97.28%), best:    9735/10000 (97.35%), error:       897.59259, best error:       864.17743 on epoch:    27, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.6637115479s, input_fired_time: 0.9435706735, output_fired_time: 0.8806794882, propagate_forward_time: 37.8045120239, propagate_backward_time: 57.0937538147, weight_update_time: 0.1705052555, other_time: 2.9411964417
epoch time: 8.2441568375s, input_fired_time: 0.1187261790, output_fired_time: 0.0000000000, propagate_forward_time: 7.6188497543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065813065
validation[          , genome  6917] predictions:    9675/  10000 (96.75%), best:    9735/10000 (97.35%), error:      1046.12744, best error:       864.17743 on epoch:    27, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 99.7553939819s, input_fired_time: 0.9482854605, output_fired_time: 0.8849019408, propagate_forward_time: 37.9823379517, propagate_backward_time: 57.0175094604, weight_update_time: 0.1700843573, other_time: 2.9223556519
epoch time: 8.2036199570s, input_fired_time: 0.1179750562, output_fired_time: 0.0000000000, propagate_forward_time: 7.5766305923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090141296
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:      1034.35608, best error:       864.17743 on epoch:    27, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 99.8480300903s, input_fired_time: 0.9463253617, output_fired_time: 0.8849473000, propagate_forward_time: 37.9070816040, propagate_backward_time: 57.1548233032, weight_update_time: 0.1717417836, other_time: 2.9548492432
epoch time: 8.2674570084s, input_fired_time: 0.1202529743, output_fired_time: 0.0000000000, propagate_forward_time: 7.6410560608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061483383
validation[          , genome  6917] predictions:    9691/  10000 (96.91%), best:    9735/10000 (97.35%), error:       967.34009, best error:       864.17743 on epoch:    27, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.2207336426s, input_fired_time: 0.9395255446, output_fired_time: 0.8707866073, propagate_forward_time: 37.3477592468, propagate_backward_time: 56.1642723083, weight_update_time: 0.1682171375, other_time: 2.8983917236
epoch time: 8.2911977768s, input_fired_time: 0.1176729724, output_fired_time: 0.0000000000, propagate_forward_time: 7.6668987274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5066261292
validation[          , genome  6917] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       927.36761, best error:       864.17743 on epoch:    27, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 99.9550247192s, input_fired_time: 0.9440969229, output_fired_time: 0.8807947636, propagate_forward_time: 38.0556526184, propagate_backward_time: 57.1982154846, weight_update_time: 0.1680138260, other_time: 2.8762588501
epoch time: 8.2461833954s, input_fired_time: 0.1174743250, output_fired_time: 0.0000000000, propagate_forward_time: 7.6209535599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077552795
validation[          , genome  6917] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:       967.47308, best error:       864.17743 on epoch:    27, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 100.4344329834s, input_fired_time: 0.9545405507, output_fired_time: 0.8885332942, propagate_forward_time: 38.1346054077, propagate_backward_time: 57.4883079529, weight_update_time: 0.1728205383, other_time: 2.9684410095
epoch time: 8.3078308105s, input_fired_time: 0.1192586794, output_fired_time: 0.0000000000, propagate_forward_time: 7.6752634048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133085251
validation[          , genome  6917] predictions:    9669/  10000 (96.69%), best:    9735/10000 (97.35%), error:      1045.59302, best error:       864.17743 on epoch:    27, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 100.1416931152s, input_fired_time: 0.9496157765, output_fired_time: 0.8880990744, propagate_forward_time: 37.9966239929, propagate_backward_time: 57.3792190552, weight_update_time: 0.1695119739, other_time: 2.9281349182
epoch time: 8.2789258957s, input_fired_time: 0.1196661964, output_fired_time: 0.0000000000, propagate_forward_time: 7.6542320251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050277710
validation[          , genome  6917] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       897.58997, best error:       864.17743 on epoch:    27, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 100.0779495239s, input_fired_time: 0.9533216357, output_fired_time: 0.8884788752, propagate_forward_time: 37.9925422668, propagate_backward_time: 57.2814979553, weight_update_time: 0.1719736606, other_time: 2.9621047974
epoch time: 8.2652835846s, input_fired_time: 0.1209902614, output_fired_time: 0.0000000000, propagate_forward_time: 7.6197581291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245356560
validation[          , genome  6917] predictions:    9698/  10000 (96.98%), best:    9735/10000 (97.35%), error:      1003.15680, best error:       864.17743 on epoch:    27, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 100.1116790771s, input_fired_time: 0.9539275765, output_fired_time: 0.8858535290, propagate_forward_time: 38.0623168945, propagate_backward_time: 57.2428588867, weight_update_time: 0.1720852852, other_time: 2.9667205811
epoch time: 8.2845802307s, input_fired_time: 0.1207424179, output_fired_time: 0.0000000000, propagate_forward_time: 7.6507673264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130701065
validation[          , genome  6917] predictions:    9701/  10000 (97.01%), best:    9735/10000 (97.35%), error:       964.49402, best error:       864.17743 on epoch:    27, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 99.1947174072s, input_fired_time: 0.9477373362, output_fired_time: 0.8768907785, propagate_forward_time: 37.6897850037, propagate_backward_time: 56.7472419739, weight_update_time: 0.1707899570, other_time: 2.9330596924
epoch time: 7.6816401482s, input_fired_time: 0.1113533825, output_fired_time: 0.0000000000, propagate_forward_time: 7.0914525986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788341522
validation[          , genome  6917] predictions:    9702/  10000 (97.02%), best:    9735/10000 (97.35%), error:       932.61981, best error:       864.17743 on epoch:    27, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 98.9377975464s, input_fired_time: 0.9418900013, output_fired_time: 0.8723288178, propagate_forward_time: 37.5413589478, propagate_backward_time: 56.6956787109, weight_update_time: 0.1686906666, other_time: 2.8865432739
epoch time: 8.3052835464s, input_fired_time: 0.1201664284, output_fired_time: 0.0000000000, propagate_forward_time: 7.6735610962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5115556717
validation[          , genome  6917] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       916.17883, best error:       864.17743 on epoch:    27, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 99.6720809937s, input_fired_time: 0.9524746537, output_fired_time: 0.8790809512, propagate_forward_time: 37.9047393799, propagate_backward_time: 57.0268516541, weight_update_time: 0.1681121439, other_time: 2.9089317322
epoch time: 8.1640224457s, input_fired_time: 0.1172362342, output_fired_time: 0.0000000000, propagate_forward_time: 7.5479078293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988784790
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9735/10000 (97.35%), error:       976.31769, best error:       864.17743 on epoch:    27, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 99.9028244019s, input_fired_time: 0.9539192915, output_fired_time: 0.8822972178, propagate_forward_time: 37.9080047607, propagate_backward_time: 57.1926536560, weight_update_time: 0.1722245812, other_time: 2.9659538269
epoch time: 8.3232507706s, input_fired_time: 0.1211540774, output_fired_time: 0.0000000000, propagate_forward_time: 7.6952328682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068640709
validation[          , genome  6917] predictions:    9659/  10000 (96.59%), best:    9735/10000 (97.35%), error:      1123.09827, best error:       864.17743 on epoch:    27, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.5737457275s, input_fired_time: 0.9523550868, output_fired_time: 0.8825044632, propagate_forward_time: 37.7711830139, propagate_backward_time: 57.0025901794, weight_update_time: 0.1725660563, other_time: 2.9651107788
epoch time: 8.2652606964s, input_fired_time: 0.1201736107, output_fired_time: 0.0000000000, propagate_forward_time: 7.6323971748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126900673
validation[          , genome  6917] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       852.34290, best error:       852.34290 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.0711059570s, input_fired_time: 0.9508603215, output_fired_time: 0.8849979043, propagate_forward_time: 38.0640602112, propagate_backward_time: 57.2349014282, weight_update_time: 0.1718851030, other_time: 2.9362907410
epoch time: 8.3028812408s, input_fired_time: 0.1236367673, output_fired_time: 0.0000000000, propagate_forward_time: 7.6538748741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253691673
validation[          , genome  6917] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       899.04871, best error:       852.34290 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 99.8213195801s, input_fired_time: 0.9498256445, output_fired_time: 0.8842602968, propagate_forward_time: 37.9234924316, propagate_backward_time: 57.1235008240, weight_update_time: 0.1701652706, other_time: 2.9402351379
epoch time: 8.1770782471s, input_fired_time: 0.1168563589, output_fired_time: 0.0000000000, propagate_forward_time: 7.5622067451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980149269
validation[          , genome  6917] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       912.99530, best error:       852.34290 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 100.0923461914s, input_fired_time: 0.9568415880, output_fired_time: 0.8891559243, propagate_forward_time: 38.0668144226, propagate_backward_time: 57.2244110107, weight_update_time: 0.1712656021, other_time: 2.9551277161
epoch time: 8.2666149139s, input_fired_time: 0.1189535111, output_fired_time: 0.0000000000, propagate_forward_time: 7.6499695778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976916313
validation[          , genome  6917] predictions:    9730/  10000 (97.30%), best:    9732/10000 (97.32%), error:       871.78467, best error:       852.34290 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 100.2951354980s, input_fired_time: 0.9636027813, output_fired_time: 0.8890956640, propagate_forward_time: 38.0378150940, propagate_backward_time: 57.3959960938, weight_update_time: 0.1746719480, other_time: 3.0086250305
epoch time: 8.3034591675s, input_fired_time: 0.1203133687, output_fired_time: 0.0000000000, propagate_forward_time: 7.6666040421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165414810
validation[          , genome  6917] predictions:    9657/  10000 (96.57%), best:    9732/10000 (97.32%), error:      1143.40674, best error:       852.34290 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.7808685303s, input_fired_time: 0.9564610124, output_fired_time: 0.8799918294, propagate_forward_time: 37.8374099731, propagate_backward_time: 57.1743583679, weight_update_time: 0.1710674465, other_time: 2.9326515198
epoch time: 8.2489290237s, input_fired_time: 0.1224520430, output_fired_time: 0.0000000000, propagate_forward_time: 7.6107182503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157589912
validation[          , genome  6917] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       903.17047, best error:       852.34290 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 100.0210647583s, input_fired_time: 0.9537149072, output_fired_time: 0.8802573085, propagate_forward_time: 37.9395523071, propagate_backward_time: 57.2981681824, weight_update_time: 0.1705062240, other_time: 2.9493751526
epoch time: 8.3156433105s, input_fired_time: 0.1218611896, output_fired_time: 0.0000000000, propagate_forward_time: 7.6833782196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104036331
validation[          , genome  6917] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       974.09869, best error:       852.34290 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 100.1976165771s, input_fired_time: 0.9534063935, output_fired_time: 0.8841067553, propagate_forward_time: 38.0962333679, propagate_backward_time: 57.3259277344, weight_update_time: 0.1711913347, other_time: 2.9379386902
epoch time: 8.1592655182s, input_fired_time: 0.1184056699, output_fired_time: 0.0000000000, propagate_forward_time: 7.5410680771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997920990
validation[          , genome  6917] predictions:    9697/  10000 (96.97%), best:    9732/10000 (97.32%), error:       980.71552, best error:       852.34290 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.2734069824s, input_fired_time: 0.9583337307, output_fired_time: 0.8858819008, propagate_forward_time: 38.0841560364, propagate_backward_time: 57.3828887939, weight_update_time: 0.1702093035, other_time: 2.9621467590
epoch time: 8.2785358429s, input_fired_time: 0.1215447485, output_fired_time: 0.0000000000, propagate_forward_time: 7.6456642151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113267899
validation[          , genome  6917] predictions:    9677/  10000 (96.77%), best:    9732/10000 (97.32%), error:      1028.94849, best error:       852.34290 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 99.6765213013s, input_fired_time: 0.9548400640, output_fired_time: 0.8825065494, propagate_forward_time: 37.7468948364, propagate_backward_time: 57.1417617798, weight_update_time: 0.1713398397, other_time: 2.9505157471
epoch time: 8.2454090118s, input_fired_time: 0.1196626276, output_fired_time: 0.0000000000, propagate_forward_time: 7.6201891899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5055575371
validation[          , genome  6917] predictions:    9722/  10000 (97.22%), best:    9732/10000 (97.32%), error:       866.64392, best error:       852.34290 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 100.2139511108s, input_fired_time: 0.9573335052, output_fired_time: 0.8838743567, propagate_forward_time: 38.0656929016, propagate_backward_time: 57.3601989746, weight_update_time: 0.1718651503, other_time: 2.9468498230
epoch time: 8.1767539978s, input_fired_time: 0.1207245141, output_fired_time: 0.0000000000, propagate_forward_time: 7.5466036797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094256401
validation[          , genome  6917] predictions:    9634/  10000 (96.34%), best:    9732/10000 (97.32%), error:      1105.14355, best error:       852.34290 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.7363891602s, input_fired_time: 0.9527984858, output_fired_time: 0.8822137713, propagate_forward_time: 37.8687171936, propagate_backward_time: 57.1205291748, weight_update_time: 0.1694807410, other_time: 2.9121284485
epoch time: 8.1653509140s, input_fired_time: 0.1176140830, output_fired_time: 0.0000000000, propagate_forward_time: 7.5534749031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942622185
validation[          , genome  6917] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       863.94116, best error:       852.34290 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 99.7359771729s, input_fired_time: 0.9505139589, output_fired_time: 0.8787665367, propagate_forward_time: 37.8668479919, propagate_backward_time: 57.1537628174, weight_update_time: 0.1691571176, other_time: 2.8860816956
epoch time: 8.1907157898s, input_fired_time: 0.1198228896, output_fired_time: 0.0000000000, propagate_forward_time: 7.5604343414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104589462
validation[          , genome  6917] predictions:    9508/  10000 (95.08%), best:    9732/10000 (97.32%), error:      1625.61841, best error:       852.34290 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.7513275146s, input_fired_time: 0.9543467164, output_fired_time: 0.8814397454, propagate_forward_time: 37.8707122803, propagate_backward_time: 57.1201477051, weight_update_time: 0.1704668552, other_time: 2.9246826172
epoch time: 8.2931346893s, input_fired_time: 0.1207347512, output_fired_time: 0.0000000000, propagate_forward_time: 7.6671729088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052266121
validation[          , genome  6917] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:       985.63275, best error:       852.34290 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 100.3015441895s, input_fired_time: 0.9640060663, output_fired_time: 0.8869520426, propagate_forward_time: 38.0574417114, propagate_backward_time: 57.4187698364, weight_update_time: 0.1716844141, other_time: 2.9743728638
epoch time: 8.2191448212s, input_fired_time: 0.1190835685, output_fired_time: 0.0000000000, propagate_forward_time: 7.5952615738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047998428
validation[          , genome  6917] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       974.36469, best error:       852.34290 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 100.2426605225s, input_fired_time: 0.9569023252, output_fired_time: 0.8847167492, propagate_forward_time: 38.0581169128, propagate_backward_time: 57.4143676758, weight_update_time: 0.1698094308, other_time: 2.9285545349
epoch time: 8.2819309235s, input_fired_time: 0.1178537086, output_fired_time: 0.0000000000, propagate_forward_time: 7.6765012741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875755310
validation[          , genome  6917] predictions:    9600/  10000 (96.00%), best:    9732/10000 (97.32%), error:      1216.17773, best error:       852.34290 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.7843933105s, input_fired_time: 0.9456695318, output_fired_time: 0.8787664771, propagate_forward_time: 37.9069099426, propagate_backward_time: 57.2089462280, weight_update_time: 0.1671992689, other_time: 2.8440971375
epoch time: 8.3304061890s, input_fired_time: 0.1228979826, output_fired_time: 0.0000000000, propagate_forward_time: 7.6912841797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162239075
validation[          , genome  6917] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1019.21936, best error:       852.34290 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 100.4915924072s, input_fired_time: 0.9549230337, output_fired_time: 0.8855955601, propagate_forward_time: 38.1947898865, propagate_backward_time: 57.5449676514, weight_update_time: 0.1684997231, other_time: 2.9113121033
epoch time: 7.4579086304s, input_fired_time: 0.1106826738, output_fired_time: 0.0000000000, propagate_forward_time: 6.8889665604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582595825
validation[          , genome  6917] predictions:    9649/  10000 (96.49%), best:    9732/10000 (97.32%), error:      1105.54492, best error:       852.34290 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 98.6271362305s, input_fired_time: 0.9429609776, output_fired_time: 0.8730452061, propagate_forward_time: 37.4216499329, propagate_backward_time: 56.5290451050, weight_update_time: 0.1667194515, other_time: 2.8604316711
epoch time: 8.2203578949s, input_fired_time: 0.1200937107, output_fired_time: 0.0000000000, propagate_forward_time: 7.5852217674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150427818
validation[          , genome  6917] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       897.82343, best error:       852.34290 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.6462326050s, input_fired_time: 0.9533226490, output_fired_time: 0.8777536154, propagate_forward_time: 37.8103713989, propagate_backward_time: 57.0935401917, weight_update_time: 0.1694448441, other_time: 2.9112434387
epoch time: 8.2337188721s, input_fired_time: 0.1210393980, output_fired_time: 0.0000000000, propagate_forward_time: 7.6027297974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099496841
validation[          , genome  6917] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       909.74457, best error:       852.34290 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 100.0857009888s, input_fired_time: 0.9626092315, output_fired_time: 0.8858522773, propagate_forward_time: 37.9547767639, propagate_backward_time: 57.3274459839, weight_update_time: 0.1717243642, other_time: 2.9550209045
epoch time: 7.9991402626s, input_fired_time: 0.1176781058, output_fired_time: 0.0000000000, propagate_forward_time: 7.3937883377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876737595
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:       975.76947, best error:       852.34290 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.3598861694s, input_fired_time: 0.9592093825, output_fired_time: 0.8881807327, propagate_forward_time: 38.1968765259, propagate_backward_time: 57.4050712585, weight_update_time: 0.1695738882, other_time: 2.9105491638
epoch time: 8.2172403336s, input_fired_time: 0.1204690114, output_fired_time: 0.0000000000, propagate_forward_time: 7.5874681473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093030930
validation[          , genome  6917] predictions:    9668/  10000 (96.68%), best:    9732/10000 (97.32%), error:      1052.17285, best error:       852.34290 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.4865341187s, input_fired_time: 0.9455994964, output_fired_time: 0.8731988072, propagate_forward_time: 37.8653450012, propagate_backward_time: 56.9697990417, weight_update_time: 0.1660334170, other_time: 2.8325881958
epoch time: 8.2318916321s, input_fired_time: 0.1203574017, output_fired_time: 0.0000000000, propagate_forward_time: 7.6121377945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993963242
validation[          , genome  6917] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       978.23517, best error:       852.34290 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 100.0916900635s, input_fired_time: 0.9468045235, output_fired_time: 0.8766718507, propagate_forward_time: 38.0342483521, propagate_backward_time: 57.3832435608, weight_update_time: 0.1672192663, other_time: 2.8507194519
epoch time: 8.2338466644s, input_fired_time: 0.1182341278, output_fired_time: 0.0000000000, propagate_forward_time: 7.6165456772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990673065
validation[          , genome  6917] predictions:    9697/  10000 (96.97%), best:    9732/10000 (97.32%), error:       965.34827, best error:       852.34290 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 99.8909378052s, input_fired_time: 0.9545299411, output_fired_time: 0.8798618913, propagate_forward_time: 37.9600639343, propagate_backward_time: 57.1720657349, weight_update_time: 0.1705616117, other_time: 2.9244194031
epoch time: 8.2620697021s, input_fired_time: 0.1209456995, output_fired_time: 0.0000000000, propagate_forward_time: 7.6302800179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108437538
validation[          , genome  6917] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       981.54987, best error:       852.34290 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 100.1047592163s, input_fired_time: 0.9593622088, output_fired_time: 0.8839742541, propagate_forward_time: 37.8836326599, propagate_backward_time: 57.4397926331, weight_update_time: 0.1712389737, other_time: 2.9379959106
epoch time: 8.1320695877s, input_fired_time: 0.1196257621, output_fired_time: 0.0000000000, propagate_forward_time: 7.5097842216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026593208
validation[          , genome  6917] predictions:    9746/  10000 (97.46%), best:    9732/10000 (97.32%), error:       866.08759, best error:       852.34290 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 99.2739868164s, input_fired_time: 0.9513309598, output_fired_time: 0.8749732375, propagate_forward_time: 37.6002349854, propagate_backward_time: 56.9601097107, weight_update_time: 0.1667455882, other_time: 2.8873405457
epoch time: 8.2393245697s, input_fired_time: 0.1224597022, output_fired_time: 0.0000000000, propagate_forward_time: 7.6004586220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164065361
validation[          , genome  6917] predictions:    9642/  10000 (96.42%), best:    9732/10000 (97.32%), error:      1171.92871, best error:       852.34290 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.6483840942s, input_fired_time: 0.9603310823, output_fired_time: 0.8790417910, propagate_forward_time: 37.8532676697, propagate_backward_time: 57.0001296997, weight_update_time: 0.1713382900, other_time: 2.9556083679
epoch time: 8.2887401581s, input_fired_time: 0.1224950179, output_fired_time: 0.0000000000, propagate_forward_time: 7.6592311859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070142746
validation[          , genome  6917] predictions:    9697/  10000 (96.97%), best:    9732/10000 (97.32%), error:       969.17078, best error:       852.34290 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 100.0223159790s, input_fired_time: 0.9562315345, output_fired_time: 0.8805861473, propagate_forward_time: 37.9815902710, propagate_backward_time: 57.3118515015, weight_update_time: 0.1697351933, other_time: 2.8920593262
epoch time: 8.2817096710s, input_fired_time: 0.1187866032, output_fired_time: 0.0000000000, propagate_forward_time: 7.6710596085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918632507
validation[          , genome  6917] predictions:    9681/  10000 (96.81%), best:    9732/10000 (97.32%), error:      1029.71179, best error:       852.34290 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 100.1746902466s, input_fired_time: 0.9592182636, output_fired_time: 0.8823036551, propagate_forward_time: 38.0887870789, propagate_backward_time: 57.3122940063, weight_update_time: 0.1703460515, other_time: 2.9320869446
epoch time: 8.2718582153s, input_fired_time: 0.1200906262, output_fired_time: 0.0000000000, propagate_forward_time: 7.6514482498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003194809
validation[          , genome  6917] predictions:    9721/  10000 (97.21%), best:    9732/10000 (97.32%), error:       921.52075, best error:       852.34290 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 99.6008453369s, input_fired_time: 0.9558335543, output_fired_time: 0.8801894188, propagate_forward_time: 37.8251419067, propagate_backward_time: 57.0367507935, weight_update_time: 0.1689098477, other_time: 2.9029312134
epoch time: 8.2736473083s, input_fired_time: 0.1198837981, output_fired_time: 0.0000000000, propagate_forward_time: 7.6565799713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971837997
validation[          , genome  6917] predictions:    9718/  10000 (97.18%), best:    9732/10000 (97.32%), error:       934.70190, best error:       852.34290 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 100.0708084106s, input_fired_time: 0.9575039744, output_fired_time: 0.8815712929, propagate_forward_time: 37.9868354797, propagate_backward_time: 57.3144760132, weight_update_time: 0.1702805012, other_time: 2.9304237366
epoch time: 8.1623439789s, input_fired_time: 0.1209006384, output_fired_time: 0.0000000000, propagate_forward_time: 7.5400090218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014338493
validation[          , genome  6917] predictions:    9692/  10000 (96.92%), best:    9732/10000 (97.32%), error:       998.79749, best error:       852.34290 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 100.5723190308s, input_fired_time: 0.9602016211, output_fired_time: 0.8849114776, propagate_forward_time: 38.1553611755, propagate_backward_time: 57.6585655212, weight_update_time: 0.1710028648, other_time: 2.9132766724
epoch time: 8.2982244492s, input_fired_time: 0.1226245686, output_fired_time: 0.0000000000, propagate_forward_time: 7.6675486565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080513954
validation[          , genome  6917] predictions:    9688/  10000 (96.88%), best:    9732/10000 (97.32%), error:       994.42981, best error:       852.34290 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 99.7339630127s, input_fired_time: 0.9546316862, output_fired_time: 0.8771390319, propagate_forward_time: 37.8433609009, propagate_backward_time: 57.1583290100, weight_update_time: 0.1681807488, other_time: 2.9005088806
epoch time: 8.1651544571s, input_fired_time: 0.1174661592, output_fired_time: 0.0000000000, propagate_forward_time: 7.5559411049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917473793
validation[          , genome  6917] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       843.19769, best error:       843.19769 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 100.1876983643s, input_fired_time: 0.9574863315, output_fired_time: 0.8829350471, propagate_forward_time: 37.9988021851, propagate_backward_time: 57.4178504944, weight_update_time: 0.1701714247, other_time: 2.9306221008
epoch time: 8.2328662872s, input_fired_time: 0.1212078482, output_fired_time: 0.0000000000, propagate_forward_time: 7.6093463898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023117065
validation[          , genome  6917] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1070.47815, best error:       843.19769 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 100.0635604858s, input_fired_time: 0.9611367583, output_fired_time: 0.8844479322, propagate_forward_time: 37.9459114075, propagate_backward_time: 57.3485794067, weight_update_time: 0.1706281006, other_time: 2.9234886169
epoch time: 8.2797431946s, input_fired_time: 0.1213783473, output_fired_time: 0.0000000000, propagate_forward_time: 7.6454753876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128898621
validation[          , genome  6917] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:       997.25446, best error:       843.19769 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.0237731934s, input_fired_time: 0.9459072948, output_fired_time: 0.8641229272, propagate_forward_time: 37.2168960571, propagate_backward_time: 56.1420669556, weight_update_time: 0.1646289974, other_time: 2.8547821045
epoch time: 8.2573776245s, input_fired_time: 0.1204009354, output_fired_time: 0.0000000000, propagate_forward_time: 7.6355967522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013794899
validation[          , genome  6917] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       905.68500, best error:       843.19769 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.9211120605s, input_fired_time: 0.9645504355, output_fired_time: 0.8836370707, propagate_forward_time: 37.9759140015, propagate_backward_time: 57.1704101563, weight_update_time: 0.1709384620, other_time: 2.9265975952
epoch time: 8.2585220337s, input_fired_time: 0.1194967255, output_fired_time: 0.0000000000, propagate_forward_time: 7.6344704628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045552254
validation[          , genome  6917] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:      1009.94781, best error:       843.19769 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 100.5073852539s, input_fired_time: 0.9592559934, output_fired_time: 0.8849062920, propagate_forward_time: 38.2090721130, propagate_backward_time: 57.5593414307, weight_update_time: 0.1693962812, other_time: 2.8948097229
epoch time: 8.2657327652s, input_fired_time: 0.1184855253, output_fired_time: 0.0000000000, propagate_forward_time: 7.6594095230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878377914
validation[          , genome  6917] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       906.90613, best error:       843.19769 on epoch:    95, 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: 41.3766670227s, input_fired_time: 0.6020720601, output_fired_time: 0.0000000000, propagate_forward_time: 38.0932731628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6813201904
best training[          , genome  6917] predictions:   49610/  50000 (99.22%), best:    9748/10000 (97.48%), error:      1700.20618, best error:       843.19769 on epoch:    95, 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: 8.0958700180s, input_fired_time: 0.1172214299, output_fired_time: 0.0000000000, propagate_forward_time: 7.4845728874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940757751
   testing[          , genome  6917] predictions:    9764/  10000 (97.64%), best:    9748/10000 (97.48%), error:       761.07684, best error:       843.19769 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:29:45 (5720): called boinc_finish(0)

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