Nameexact_genome_1512568488_42_6533_0
Workunit2603850
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:21:49 UTC
Report deadline16 Dec 2017, 10:58:32 UTC
Received8 Dec 2017, 7:33:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 19 min 58 sec
CPU time3 hours 14 min 45 sec
Validate stateValid
Credit2,152.21
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size124.16 MB
Peak swap size2,592.34 MB
Peak disk usage1.14 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 1.0778365135, output_fired_time: 0.7736054063, propagate_forward_time: 36.8308868408, propagate_backward_time: 69.1439132690, weight_update_time: 0.1069255620, other_time: 2.1922531128
epoch time: 7.8726949692s, input_fired_time: 0.1435636580, output_fired_time: 0.0000000000, propagate_forward_time: 7.3287768364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003543854
validation[          , genome  6533] predictions:    9653/  10000 (96.53%), best:    9655/10000 (96.55%), error:      1123.87012, best error:      1107.93530 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 110.1307601929s, input_fired_time: 1.0748735666, output_fired_time: 0.7771595120, propagate_forward_time: 36.9369239807, propagate_backward_time: 69.1657714844, weight_update_time: 0.1068973467, other_time: 2.1760253906
epoch time: 7.9133739471s, input_fired_time: 0.1435884535, output_fired_time: 0.0000000000, propagate_forward_time: 7.3663072586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034781456
validation[          , genome  6533] predictions:    9614/  10000 (96.14%), best:    9655/10000 (96.55%), error:      1235.13086, best error:      1107.93530 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.1565399170s, input_fired_time: 1.0766502619, output_fired_time: 0.7750395536, propagate_forward_time: 36.8930320740, propagate_backward_time: 69.2044448853, weight_update_time: 0.1089600474, other_time: 2.2073745728
epoch time: 7.8686485291s, input_fired_time: 0.1397323310, output_fired_time: 0.0000000000, propagate_forward_time: 7.3235616684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053544998
validation[          , genome  6533] predictions:    9650/  10000 (96.50%), best:    9655/10000 (96.55%), error:      1132.75305, best error:      1107.93530 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 110.2557296753s, input_fired_time: 1.0820939541, output_fired_time: 0.7717933655, propagate_forward_time: 36.9840126038, propagate_backward_time: 69.2059707642, weight_update_time: 0.1100257263, other_time: 2.2118606567
epoch time: 7.9490671158s, input_fired_time: 0.1390595585, output_fired_time: 0.0000000000, propagate_forward_time: 7.4062166214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037909508
validation[          , genome  6533] predictions:    9681/  10000 (96.81%), best:    9681/10000 (96.81%), error:      1079.29541, best error:      1079.29541 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 110.2181243896s, input_fired_time: 1.0828726292, output_fired_time: 0.7869154811, propagate_forward_time: 37.0354118347, propagate_backward_time: 69.1194305420, weight_update_time: 0.1073431969, other_time: 2.1934967041
epoch time: 7.9135975838s, input_fired_time: 0.1433585137, output_fired_time: 0.0000000000, propagate_forward_time: 7.3681750298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020638466
validation[          , genome  6533] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       984.19928, best error:       984.19928 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 109.9478454590s, input_fired_time: 1.0874948502, output_fired_time: 0.7704265118, propagate_forward_time: 36.8579254150, propagate_backward_time: 69.0444641113, weight_update_time: 0.1073579192, other_time: 2.1875381470
epoch time: 7.8950119019s, input_fired_time: 0.1353909671, output_fired_time: 0.0000000000, propagate_forward_time: 7.3567891121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028320312
validation[          , genome  6533] predictions:    8918/  10000 (89.18%), best:    9706/10000 (97.06%), error:      5003.10303, best error:       984.19928 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

resetting weights to those on epoch: 18
epoch time: 110.2618713379s, input_fired_time: 1.0702103376, output_fired_time: 0.7765942216, propagate_forward_time: 36.9728507996, propagate_backward_time: 69.2455444336, weight_update_time: 0.1096563488, other_time: 2.1966705322
epoch time: 7.8717670441s, input_fired_time: 0.1401279122, output_fired_time: 0.0000000000, propagate_forward_time: 7.3262696266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053692818
validation[          , genome  6533] predictions:    9622/  10000 (96.22%), best:    9706/10000 (97.06%), error:      1273.02551, best error:       984.19928 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.3466033936s, input_fired_time: 1.0873248577, output_fired_time: 0.7867264152, propagate_forward_time: 37.0088615417, propagate_backward_time: 69.2658233643, weight_update_time: 0.1092078909, other_time: 2.1978607178
epoch time: 7.9437260628s, input_fired_time: 0.1397942752, output_fired_time: 0.0000000000, propagate_forward_time: 7.4000844955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038472176
validation[          , genome  6533] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       918.79797, best error:       918.79797 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 109.9627151489s, input_fired_time: 1.0787039995, output_fired_time: 0.7712565660, propagate_forward_time: 36.9467620850, propagate_backward_time: 68.9855804443, weight_update_time: 0.1071687415, other_time: 2.1804122925
epoch time: 7.9126644135s, input_fired_time: 0.1415794045, output_fired_time: 0.0000000000, propagate_forward_time: 7.3712019920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998827934
validation[          , genome  6533] predictions:    9659/  10000 (96.59%), best:    9750/10000 (97.50%), error:      1104.36194, best error:       918.79797 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 110.3362350464s, input_fired_time: 1.0935775042, output_fired_time: 0.7740051746, propagate_forward_time: 36.9919776917, propagate_backward_time: 69.2726135254, weight_update_time: 0.1143390015, other_time: 2.2040710449
epoch time: 7.9175596237s, input_fired_time: 0.1404113919, output_fired_time: 0.0000000000, propagate_forward_time: 7.3718791008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052691460
validation[          , genome  6533] predictions:    9623/  10000 (96.23%), best:    9750/10000 (97.50%), error:      1221.67749, best error:       918.79797 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 110.1396560669s, input_fired_time: 1.0939898491, output_fired_time: 0.7922528982, propagate_forward_time: 36.8505172729, propagate_backward_time: 69.1993865967, weight_update_time: 0.1103322133, other_time: 2.2035140991
epoch time: 7.9312195778s, input_fired_time: 0.1444614679, output_fired_time: 0.0000000000, propagate_forward_time: 7.3764581680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102997780
validation[          , genome  6533] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       980.65204, best error:       918.79797 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 110.3130111694s, input_fired_time: 1.0845161676, output_fired_time: 0.7743296623, propagate_forward_time: 37.0355606079, propagate_backward_time: 69.2009735107, weight_update_time: 0.1074689180, other_time: 2.2176284790
epoch time: 7.9402246475s, input_fired_time: 0.1370759904, output_fired_time: 0.0000000000, propagate_forward_time: 7.3919873238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111614227
validation[          , genome  6533] predictions:    9667/  10000 (96.67%), best:    9750/10000 (97.50%), error:      1069.09314, best error:       918.79797 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 110.4047927856s, input_fired_time: 1.0791840553, output_fired_time: 0.7735319138, propagate_forward_time: 37.0513954163, propagate_backward_time: 69.2915878296, weight_update_time: 0.1149568483, other_time: 2.2090988159
epoch time: 7.8980984688s, input_fired_time: 0.1415190399, output_fired_time: 0.0000000000, propagate_forward_time: 7.3448014259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117779732
validation[          , genome  6533] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:      1016.27338, best error:       918.79797 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 110.1168289185s, input_fired_time: 1.0880634785, output_fired_time: 0.7801187038, propagate_forward_time: 36.9821319580, propagate_backward_time: 69.0767669678, weight_update_time: 0.1078236476, other_time: 2.1897430420
epoch time: 7.9356098175s, input_fired_time: 0.1406356245, output_fired_time: 0.0000000000, propagate_forward_time: 7.3926482201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023261070
validation[          , genome  6533] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:      1020.46545, best error:       918.79797 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.0520324707s, input_fired_time: 1.0838787556, output_fired_time: 0.7692447305, propagate_forward_time: 36.9631805420, propagate_backward_time: 69.0212020874, weight_update_time: 0.1088643074, other_time: 2.2145309448
epoch time: 8.0233097076s, input_fired_time: 0.1416397691, output_fired_time: 0.0000000000, propagate_forward_time: 7.4785170555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031529427
validation[          , genome  6533] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       952.66150, best error:       918.79797 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 110.2375640869s, input_fired_time: 1.0942348242, output_fired_time: 0.7730673552, propagate_forward_time: 36.9435806274, propagate_backward_time: 69.2238693237, weight_update_time: 0.1106264368, other_time: 2.2028121948
epoch time: 7.8579478264s, input_fired_time: 0.1442101151, output_fired_time: 0.0000000000, propagate_forward_time: 7.3107028008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030346870
validation[          , genome  6533] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:      1035.99097, best error:       918.79797 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 109.9883193970s, input_fired_time: 1.0909278393, output_fired_time: 0.7835399508, propagate_forward_time: 36.7948112488, propagate_backward_time: 69.1036224365, weight_update_time: 0.1067837551, other_time: 2.2154235840
epoch time: 7.9040799141s, input_fired_time: 0.1438534111, output_fired_time: 0.0000000000, propagate_forward_time: 7.3591799736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010467529
validation[          , genome  6533] predictions:    9670/  10000 (96.70%), best:    9750/10000 (97.50%), error:      1073.31738, best error:       918.79797 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 110.2691955566s, input_fired_time: 1.0792787075, output_fired_time: 0.7719019055, propagate_forward_time: 36.9612350464, propagate_backward_time: 69.2507629395, weight_update_time: 0.1119512767, other_time: 2.2060165405
epoch time: 7.9464306831s, input_fired_time: 0.1399693191, output_fired_time: 0.0000000000, propagate_forward_time: 7.4041867256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022746086
validation[          , genome  6533] predictions:    9697/  10000 (96.97%), best:    9750/10000 (97.50%), error:      1029.14221, best error:       918.79797 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 110.0007629395s, input_fired_time: 1.0742795467, output_fired_time: 0.7812895179, propagate_forward_time: 36.9312705994, propagate_backward_time: 69.0018005371, weight_update_time: 0.1108014882, other_time: 2.2121276855
epoch time: 7.8996257782s, input_fired_time: 0.1401254386, output_fired_time: 0.0000000000, propagate_forward_time: 7.3558297157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036707878
validation[          , genome  6533] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:      1007.52820, best error:       918.79797 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 110.4231948853s, input_fired_time: 1.0940816402, output_fired_time: 0.7740182877, propagate_forward_time: 37.0774459839, propagate_backward_time: 69.2630691528, weight_update_time: 0.1067700833, other_time: 2.2145843506
epoch time: 7.9168953896s, input_fired_time: 0.1395435482, output_fired_time: 0.0000000000, propagate_forward_time: 7.3759222031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014296532
validation[          , genome  6533] predictions:    9668/  10000 (96.68%), best:    9750/10000 (97.50%), error:      1099.75525, best error:       918.79797 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.9872817993s, input_fired_time: 1.0873634815, output_fired_time: 0.7797480226, propagate_forward_time: 36.8373374939, propagate_backward_time: 69.0852279663, weight_update_time: 0.1074807569, other_time: 2.1976089478
epoch time: 7.9611058235s, input_fired_time: 0.1396531761, output_fired_time: 0.0000000000, propagate_forward_time: 7.4154667854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059858322
validation[          , genome  6533] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       918.87939, best error:       918.79797 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.1267623901s, input_fired_time: 1.0842858553, output_fired_time: 0.7806372643, propagate_forward_time: 36.9043579102, propagate_backward_time: 69.1575164795, weight_update_time: 0.1074835733, other_time: 2.1999588013
epoch time: 7.9395804405s, input_fired_time: 0.1454112977, output_fired_time: 0.0000000000, propagate_forward_time: 7.3878717422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062972069
validation[          , genome  6533] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:       996.32751, best error:       918.79797 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 110.1171188354s, input_fired_time: 1.0810840130, output_fired_time: 0.7749683857, propagate_forward_time: 36.8536796570, propagate_backward_time: 69.2093200684, weight_update_time: 0.1077169105, other_time: 2.1980590820
epoch time: 7.8989858627s, input_fired_time: 0.1416301578, output_fired_time: 0.0000000000, propagate_forward_time: 7.3528957367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044599533
validation[          , genome  6533] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       897.52045, best error:       897.52045 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.1855087280s, input_fired_time: 1.0792914629, output_fired_time: 0.7700000405, propagate_forward_time: 36.9324111938, propagate_backward_time: 69.2191696167, weight_update_time: 0.1097037420, other_time: 2.1846389771
epoch time: 7.9076428413s, input_fired_time: 0.1401996464, output_fired_time: 0.0000000000, propagate_forward_time: 7.3576889038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097542763
validation[          , genome  6533] predictions:    9664/  10000 (96.64%), best:    9745/10000 (97.45%), error:      1051.16785, best error:       897.52045 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 110.0474472046s, input_fired_time: 1.0702723265, output_fired_time: 0.7739329338, propagate_forward_time: 36.9038772583, propagate_backward_time: 69.0993881226, weight_update_time: 0.1086597964, other_time: 2.1999740601
epoch time: 7.9155139923s, input_fired_time: 0.1402957141, output_fired_time: 0.0000000000, propagate_forward_time: 7.3722605705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029579163
validation[          , genome  6533] predictions:    9684/  10000 (96.84%), best:    9745/10000 (97.45%), error:      1040.20862, best error:       897.52045 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 110.2203445435s, input_fired_time: 1.0899355412, output_fired_time: 0.7779282331, propagate_forward_time: 36.9626579285, propagate_backward_time: 69.1988296509, weight_update_time: 0.1133677885, other_time: 2.1909866333
epoch time: 7.9145016670s, input_fired_time: 0.1402077228, output_fired_time: 0.0000000000, propagate_forward_time: 7.3712549210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030389786
validation[          , genome  6533] predictions:    9645/  10000 (96.45%), best:    9745/10000 (97.45%), error:      1108.72253, best error:       897.52045 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 110.3935241699s, input_fired_time: 1.0761195421, output_fired_time: 0.7789230347, propagate_forward_time: 37.0558624268, propagate_backward_time: 69.2883834839, weight_update_time: 0.1088864133, other_time: 2.1942367554
epoch time: 7.9689097404s, input_fired_time: 0.1443370581, output_fired_time: 0.0000000000, propagate_forward_time: 7.4168000221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077725410
validation[          , genome  6533] predictions:    9693/  10000 (96.93%), best:    9745/10000 (97.45%), error:      1008.68011, best error:       897.52045 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 110.3067703247s, input_fired_time: 1.1012356281, output_fired_time: 0.7786040306, propagate_forward_time: 37.0613746643, propagate_backward_time: 69.1700592041, weight_update_time: 0.1085602418, other_time: 2.1954956055
epoch time: 7.9568319321s, input_fired_time: 0.1445585936, output_fired_time: 0.0000000000, propagate_forward_time: 7.3908147812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214587212
validation[          , genome  6533] predictions:    9718/  10000 (97.18%), best:    9745/10000 (97.45%), error:       993.39093, best error:       897.52045 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.1372756958s, input_fired_time: 1.0886368752, output_fired_time: 0.7680998445, propagate_forward_time: 36.9176826477, propagate_backward_time: 69.1710662842, weight_update_time: 0.1078340337, other_time: 2.1917877197
epoch time: 7.9208736420s, input_fired_time: 0.1361797154, output_fired_time: 0.0000000000, propagate_forward_time: 7.3710079193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4136857986
validation[          , genome  6533] predictions:    9694/  10000 (96.94%), best:    9745/10000 (97.45%), error:      1030.02100, best error:       897.52045 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 110.4321670532s, input_fired_time: 1.0864293575, output_fired_time: 0.7791052461, propagate_forward_time: 37.0053939819, propagate_backward_time: 69.3617553711, weight_update_time: 0.1120810658, other_time: 2.1994857788
epoch time: 7.9513230324s, input_fired_time: 0.1400834024, output_fired_time: 0.0000000000, propagate_forward_time: 7.4024581909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087815285
validation[          , genome  6533] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       877.68445, best error:       877.68445 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 110.2590255737s, input_fired_time: 1.0824851990, output_fired_time: 0.7806441784, propagate_forward_time: 37.0237350464, propagate_backward_time: 69.1684951782, weight_update_time: 0.1092540398, other_time: 2.2036666870
epoch time: 7.9721593857s, input_fired_time: 0.1477962881, output_fired_time: 0.0000000000, propagate_forward_time: 7.4156684875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086947441
validation[          , genome  6533] predictions:    9712/  10000 (97.12%), best:    9722/10000 (97.22%), error:       969.30957, best error:       877.68445 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.3549575806s, input_fired_time: 1.0839190483, output_fired_time: 0.7824050188, propagate_forward_time: 37.0361366272, propagate_backward_time: 69.2511901855, weight_update_time: 0.1071972176, other_time: 2.2013092041
epoch time: 7.9673919678s, input_fired_time: 0.1458514631, output_fired_time: 0.0000000000, propagate_forward_time: 7.4105434418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109969139
validation[          , genome  6533] predictions:    9727/  10000 (97.27%), best:    9722/10000 (97.22%), error:       923.21082, best error:       877.68445 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.4467391968s, input_fired_time: 1.0766241550, output_fired_time: 0.7746091485, propagate_forward_time: 37.1581649780, propagate_backward_time: 69.2191467285, weight_update_time: 0.1150981858, other_time: 2.2181930542
epoch time: 7.9361977577s, input_fired_time: 0.1355784684, output_fired_time: 0.0000000000, propagate_forward_time: 7.3895053864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111137390
validation[          , genome  6533] predictions:    9558/  10000 (95.58%), best:    9722/10000 (97.22%), error:      1415.39734, best error:       877.68445 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 110.2663574219s, input_fired_time: 1.0657193661, output_fired_time: 0.7784290314, propagate_forward_time: 36.9874801636, propagate_backward_time: 69.2335586548, weight_update_time: 0.1103668362, other_time: 2.2011718750
epoch time: 7.9222059250s, input_fired_time: 0.1327689439, output_fired_time: 0.0000000000, propagate_forward_time: 7.3864188194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030179977
validation[          , genome  6533] predictions:    9574/  10000 (95.74%), best:    9722/10000 (97.22%), error:      1348.51123, best error:       877.68445 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.3381805420s, input_fired_time: 1.0485441685, output_fired_time: 0.7914670110, propagate_forward_time: 37.0325241089, propagate_backward_time: 69.2823181152, weight_update_time: 0.1066698804, other_time: 2.1833267212
epoch time: 7.9334936142s, input_fired_time: 0.1358647346, output_fired_time: 0.0000000000, propagate_forward_time: 7.3999414444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976874352
validation[          , genome  6533] predictions:    9621/  10000 (96.21%), best:    9722/10000 (97.22%), error:      1295.04382, best error:       877.68445 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.2345581055s, input_fired_time: 1.0340032578, output_fired_time: 0.7794131637, propagate_forward_time: 36.9732284546, propagate_backward_time: 69.2554779053, weight_update_time: 0.1093771160, other_time: 2.1924362183
epoch time: 7.9180455208s, input_fired_time: 0.1323080808, output_fired_time: 0.0000000000, propagate_forward_time: 7.3813147545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044227600
validation[          , genome  6533] predictions:    9583/  10000 (95.83%), best:    9722/10000 (97.22%), error:      1308.15955, best error:       877.68445 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 109.9872741699s, input_fired_time: 1.0317338705, output_fired_time: 0.7762247920, propagate_forward_time: 36.9641227722, propagate_backward_time: 69.0074691772, weight_update_time: 0.1100091115, other_time: 2.2077255249
epoch time: 7.9554977417s, input_fired_time: 0.1344558299, output_fired_time: 0.0000000000, propagate_forward_time: 7.4156794548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053626060
validation[          , genome  6533] predictions:    9612/  10000 (96.12%), best:    9722/10000 (97.22%), error:      1255.66956, best error:       877.68445 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 110.3129425049s, input_fired_time: 1.0673500299, output_fired_time: 0.7875685692, propagate_forward_time: 37.0317535400, propagate_backward_time: 69.2305908203, weight_update_time: 0.1077386588, other_time: 2.1956787109
epoch time: 7.9267663956s, input_fired_time: 0.1327579468, output_fired_time: 0.0000000000, propagate_forward_time: 7.3946638107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993444443
validation[          , genome  6533] predictions:    9567/  10000 (95.67%), best:    9722/10000 (97.22%), error:      1371.15320, best error:       877.68445 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.3015441895s, input_fired_time: 1.0439455509, output_fired_time: 0.7816767693, propagate_forward_time: 37.0032920837, propagate_backward_time: 69.2860717773, weight_update_time: 0.1080323607, other_time: 2.1865539551
epoch time: 7.9054217339s, input_fired_time: 0.1314008236, output_fired_time: 0.0000000000, propagate_forward_time: 7.3709230423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030981064
validation[          , genome  6533] predictions:    9557/  10000 (95.57%), best:    9722/10000 (97.22%), error:      1435.14978, best error:       877.68445 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.3265380859s, input_fired_time: 1.0574883223, output_fired_time: 0.7743206024, propagate_forward_time: 36.9908180237, propagate_backward_time: 69.3240203857, weight_update_time: 0.1073659956, other_time: 2.1798858643
epoch time: 7.9004654884s, input_fired_time: 0.1312190592, output_fired_time: 0.0000000000, propagate_forward_time: 7.3644504547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047961235
validation[          , genome  6533] predictions:    9625/  10000 (96.25%), best:    9722/10000 (97.22%), error:      1255.20862, best error:       877.68445 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 110.2838592529s, input_fired_time: 1.0531455278, output_fired_time: 0.7752270699, propagate_forward_time: 36.9811859131, propagate_backward_time: 69.2760467529, weight_update_time: 0.1154065654, other_time: 2.1982498169
epoch time: 7.9554734230s, input_fired_time: 0.1357003450, output_fired_time: 0.0000000000, propagate_forward_time: 7.4117436409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080295563
validation[          , genome  6533] predictions:    9613/  10000 (96.13%), best:    9722/10000 (97.22%), error:      1273.27148, best error:       877.68445 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.3859558105s, input_fired_time: 1.0519925356, output_fired_time: 0.7770184875, propagate_forward_time: 37.0248413086, propagate_backward_time: 69.3451843262, weight_update_time: 0.1088336110, other_time: 2.1869201660
epoch time: 7.9820880890s, input_fired_time: 0.1379283667, output_fired_time: 0.0000000000, propagate_forward_time: 7.4387598038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053997993
validation[          , genome  6533] predictions:    9610/  10000 (96.10%), best:    9722/10000 (97.22%), error:      1288.29309, best error:       877.68445 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 110.5349426270s, input_fired_time: 1.0596435070, output_fired_time: 0.7886058092, propagate_forward_time: 37.1354637146, propagate_backward_time: 69.3668441772, weight_update_time: 0.1151166260, other_time: 2.1843795776
epoch time: 7.9508571625s, input_fired_time: 0.1341168582, output_fired_time: 0.0000000000, propagate_forward_time: 7.4191741943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975663185
validation[          , genome  6533] predictions:    9643/  10000 (96.43%), best:    9722/10000 (97.22%), error:      1170.91248, best error:       877.68445 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 110.2387237549s, input_fired_time: 1.0551663637, output_fired_time: 0.7839160562, propagate_forward_time: 36.9657440186, propagate_backward_time: 69.2452697754, weight_update_time: 0.1077417210, other_time: 2.1886291504
epoch time: 7.9037804604s, input_fired_time: 0.1342042387, output_fired_time: 0.0000000000, propagate_forward_time: 7.3727626801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968133926
validation[          , genome  6533] predictions:    9646/  10000 (96.46%), best:    9722/10000 (97.22%), error:      1195.44470, best error:       877.68445 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 110.5222854614s, input_fired_time: 1.0535929203, output_fired_time: 0.7787908316, propagate_forward_time: 37.0689582825, propagate_backward_time: 69.3959732056, weight_update_time: 0.1117741093, other_time: 2.2249679565
epoch time: 7.9467573166s, input_fired_time: 0.1405355930, output_fired_time: 0.0000000000, propagate_forward_time: 7.3984980583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077239037
validation[          , genome  6533] predictions:    9609/  10000 (96.09%), best:    9722/10000 (97.22%), error:      1224.94165, best error:       877.68445 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.4799957275s, input_fired_time: 1.0594516993, output_fired_time: 0.7765231729, propagate_forward_time: 37.1165809631, propagate_backward_time: 69.3068923950, weight_update_time: 0.1099032983, other_time: 2.2205581665
epoch time: 7.8746342659s, input_fired_time: 0.1327912360, output_fired_time: 0.0000000000, propagate_forward_time: 7.3428621292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989810944
validation[          , genome  6533] predictions:    9635/  10000 (96.35%), best:    9722/10000 (97.22%), error:      1223.47412, best error:       877.68445 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 110.3155670166s, input_fired_time: 1.0669832230, output_fired_time: 0.7771350145, propagate_forward_time: 36.9960670471, propagate_backward_time: 69.3021545410, weight_update_time: 0.1085990518, other_time: 2.1732177734
epoch time: 7.9188232422s, input_fired_time: 0.1383321583, output_fired_time: 0.0000000000, propagate_forward_time: 7.3786807060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018101692
validation[          , genome  6533] predictions:    9657/  10000 (96.57%), best:    9722/10000 (97.22%), error:      1131.36096, best error:       877.68445 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 110.3840255737s, input_fired_time: 1.0584008694, output_fired_time: 0.7779138684, propagate_forward_time: 37.0627250671, propagate_backward_time: 69.2906951904, weight_update_time: 0.1075935513, other_time: 2.1942901611
epoch time: 7.9345598221s, input_fired_time: 0.1357834041, output_fired_time: 0.0000000000, propagate_forward_time: 7.3913159370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074606895
validation[          , genome  6533] predictions:    9634/  10000 (96.34%), best:    9722/10000 (97.22%), error:      1209.84729, best error:       877.68445 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.3062591553s, input_fired_time: 1.0648699999, output_fired_time: 0.7806518078, propagate_forward_time: 36.9924087524, propagate_backward_time: 69.2939453125, weight_update_time: 0.1066439599, other_time: 2.1743774414
epoch time: 7.9693689346s, input_fired_time: 0.1363642514, output_fired_time: 0.0000000000, propagate_forward_time: 7.4229888916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100155830
validation[          , genome  6533] predictions:    9600/  10000 (96.00%), best:    9722/10000 (97.22%), error:      1301.44385, best error:       877.68445 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 109.8091125488s, input_fired_time: 1.0791107416, output_fired_time: 0.7670100331, propagate_forward_time: 36.9497604370, propagate_backward_time: 68.8246688843, weight_update_time: 0.1144485697, other_time: 2.1885604858
epoch time: 7.9921255112s, input_fired_time: 0.1385275275, output_fired_time: 0.0000000000, propagate_forward_time: 7.4537620544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998360634
validation[          , genome  6533] predictions:    9670/  10000 (96.70%), best:    9722/10000 (97.22%), error:      1095.44885, best error:       877.68445 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.6082305908s, input_fired_time: 1.0696146488, output_fired_time: 0.7766745090, propagate_forward_time: 37.2153930664, propagate_backward_time: 69.3549728394, weight_update_time: 0.1085413471, other_time: 2.1915740967
epoch time: 7.9309234619s, input_fired_time: 0.1370910853, output_fired_time: 0.0000000000, propagate_forward_time: 7.3922309875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016013145
validation[          , genome  6533] predictions:    9628/  10000 (96.28%), best:    9722/10000 (97.22%), error:      1256.81580, best error:       877.68445 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.8390121460s, input_fired_time: 1.0668325424, output_fired_time: 0.7782548666, propagate_forward_time: 36.9106483459, propagate_backward_time: 68.8715896606, weight_update_time: 0.1101009399, other_time: 2.2116928101
epoch time: 7.9612083435s, input_fired_time: 0.1358617991, output_fired_time: 0.0000000000, propagate_forward_time: 7.4160628319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092836380
validation[          , genome  6533] predictions:    9637/  10000 (96.37%), best:    9722/10000 (97.22%), error:      1187.87732, best error:       877.68445 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 110.2605667114s, input_fired_time: 1.0645571947, output_fired_time: 0.7950242162, propagate_forward_time: 36.8855590820, propagate_backward_time: 69.3176193237, weight_update_time: 0.1067576334, other_time: 2.1978073120
epoch time: 7.9406924248s, input_fired_time: 0.1349234730, output_fired_time: 0.0000000000, propagate_forward_time: 7.4065718651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991971016
validation[          , genome  6533] predictions:    9577/  10000 (95.77%), best:    9722/10000 (97.22%), error:      1347.95483, best error:       877.68445 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 110.2948150635s, input_fired_time: 1.0629420280, output_fired_time: 0.7779318094, propagate_forward_time: 37.0663871765, propagate_backward_time: 69.1994705200, weight_update_time: 0.1199969500, other_time: 2.1880874634
epoch time: 7.9020652771s, input_fired_time: 0.1351078302, output_fired_time: 0.0000000000, propagate_forward_time: 7.3658518791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011054039
validation[          , genome  6533] predictions:    9588/  10000 (95.88%), best:    9722/10000 (97.22%), error:      1325.17810, best error:       877.68445 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 110.2536315918s, input_fired_time: 1.0658208132, output_fired_time: 0.7676410079, propagate_forward_time: 37.0450744629, propagate_backward_time: 69.1723175049, weight_update_time: 0.1082300544, other_time: 2.2027816772
epoch time: 7.9726843834s, input_fired_time: 0.1380632967, output_fired_time: 0.0000000000, propagate_forward_time: 7.4264974594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081234932
validation[          , genome  6533] predictions:    9639/  10000 (96.39%), best:    9722/10000 (97.22%), error:      1231.77429, best error:       877.68445 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 110.1729660034s, input_fired_time: 1.0900282860, output_fired_time: 0.7848563194, propagate_forward_time: 36.9712295532, propagate_backward_time: 69.1428756714, weight_update_time: 0.1113134325, other_time: 2.1839752197
epoch time: 7.9401154518s, input_fired_time: 0.1350369006, output_fired_time: 0.0000000000, propagate_forward_time: 7.4016933441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033851624
validation[          , genome  6533] predictions:    9620/  10000 (96.20%), best:    9722/10000 (97.22%), error:      1235.91382, best error:       877.68445 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 110.2187957764s, input_fired_time: 1.0702809095, output_fired_time: 0.7796891928, propagate_forward_time: 36.9049491882, propagate_backward_time: 69.2676239014, weight_update_time: 0.1078101397, other_time: 2.1962585449
epoch time: 8.0006084442s, input_fired_time: 0.1416976005, output_fired_time: 0.0000000000, propagate_forward_time: 7.4514751434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074358940
validation[          , genome  6533] predictions:    9640/  10000 (96.40%), best:    9722/10000 (97.22%), error:      1143.20349, best error:       877.68445 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 110.3336029053s, input_fired_time: 1.0664358139, output_fired_time: 0.7759734392, propagate_forward_time: 37.0600395203, propagate_backward_time: 69.2243423462, weight_update_time: 0.1110731065, other_time: 2.2068099976
epoch time: 7.8885078430s, input_fired_time: 0.1409938931, output_fired_time: 0.0000000000, propagate_forward_time: 7.3406338692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068799019
validation[          , genome  6533] predictions:    9671/  10000 (96.71%), best:    9722/10000 (97.22%), error:      1098.90820, best error:       877.68445 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.1585617065s, input_fired_time: 1.0633752346, output_fired_time: 0.7764851451, propagate_forward_time: 36.9607276917, propagate_backward_time: 69.1769332886, weight_update_time: 0.1105287075, other_time: 2.1810379028
epoch time: 7.9736185074s, input_fired_time: 0.1401608139, output_fired_time: 0.0000000000, propagate_forward_time: 7.4309244156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025330544
validation[          , genome  6533] predictions:    9639/  10000 (96.39%), best:    9722/10000 (97.22%), error:      1178.83533, best error:       877.68445 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 110.1473464966s, input_fired_time: 1.1000310183, output_fired_time: 0.7904796600, propagate_forward_time: 36.9318237305, propagate_backward_time: 69.1427688599, weight_update_time: 0.1094518155, other_time: 2.1822433472
epoch time: 7.9570379257s, input_fired_time: 0.1414973885, output_fired_time: 0.0000000000, propagate_forward_time: 7.4144320488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011082649
validation[          , genome  6533] predictions:    9627/  10000 (96.27%), best:    9722/10000 (97.22%), error:      1275.22180, best error:       877.68445 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 110.5598831177s, input_fired_time: 1.0841059685, output_fired_time: 0.7732055783, propagate_forward_time: 37.0551948547, propagate_backward_time: 69.4522018433, weight_update_time: 0.1090619043, other_time: 2.1951675415
epoch time: 7.9554910660s, input_fired_time: 0.1471825838, output_fired_time: 0.0000000000, propagate_forward_time: 7.4056901932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026184082
validation[          , genome  6533] predictions:    9634/  10000 (96.34%), best:    9722/10000 (97.22%), error:      1203.72876, best error:       877.68445 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.5648574829s, input_fired_time: 1.1042724848, output_fired_time: 0.7908136845, propagate_forward_time: 37.1193084717, propagate_backward_time: 69.3395843506, weight_update_time: 0.1085500717, other_time: 2.2108764648
epoch time: 7.9210515022s, input_fired_time: 0.1388342977, output_fired_time: 0.0000000000, propagate_forward_time: 7.3751349449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070820808
validation[          , genome  6533] predictions:    9657/  10000 (96.57%), best:    9722/10000 (97.22%), error:      1181.18115, best error:       877.68445 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 110.5032501221s, input_fired_time: 1.0885959864, output_fired_time: 0.7857048512, propagate_forward_time: 37.0777740479, propagate_backward_time: 69.3516998291, weight_update_time: 0.1112777293, other_time: 2.1994781494
epoch time: 7.9160251617s, input_fired_time: 0.1445143521, output_fired_time: 0.0000000000, propagate_forward_time: 7.3657298088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4057807922
validation[          , genome  6533] predictions:    9635/  10000 (96.35%), best:    9722/10000 (97.22%), error:      1228.92944, best error:       877.68445 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.4164123535s, input_fired_time: 1.0904504061, output_fired_time: 0.7835413814, propagate_forward_time: 36.9997520447, propagate_backward_time: 69.3374786377, weight_update_time: 0.1106200814, other_time: 2.2051849365
epoch time: 7.9562940598s, input_fired_time: 0.1428628266, output_fired_time: 0.0000000000, propagate_forward_time: 7.4073734283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060578346
validation[          , genome  6533] predictions:    9632/  10000 (96.32%), best:    9722/10000 (97.22%), error:      1246.62354, best error:       877.68445 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 110.5990829468s, input_fired_time: 1.0915468931, output_fired_time: 0.7846691012, propagate_forward_time: 37.0742225647, propagate_backward_time: 69.4449539185, weight_update_time: 0.1082517207, other_time: 2.2036972046
epoch time: 7.8993639946s, input_fired_time: 0.1412582248, output_fired_time: 0.0000000000, propagate_forward_time: 7.3518590927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062466621
validation[          , genome  6533] predictions:    9642/  10000 (96.42%), best:    9722/10000 (97.22%), error:      1219.29761, best error:       877.68445 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 110.6252975464s, input_fired_time: 1.0938761234, output_fired_time: 0.7780172825, propagate_forward_time: 37.0953865051, propagate_backward_time: 69.4628601074, weight_update_time: 0.1100683883, other_time: 2.1951599121
epoch time: 7.9157419205s, input_fired_time: 0.1407751143, output_fired_time: 0.0000000000, propagate_forward_time: 7.3755922318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993744850
validation[          , genome  6533] predictions:    9617/  10000 (96.17%), best:    9722/10000 (97.22%), error:      1309.27051, best error:       877.68445 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 110.3944549561s, input_fired_time: 1.0834374428, output_fired_time: 0.7769403458, propagate_forward_time: 37.0409317017, propagate_backward_time: 69.2830123901, weight_update_time: 0.1091928780, other_time: 2.2101364136
epoch time: 7.9817557335s, input_fired_time: 0.1422267109, output_fired_time: 0.0000000000, propagate_forward_time: 7.4385080338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010210037
validation[          , genome  6533] predictions:    9645/  10000 (96.45%), best:    9722/10000 (97.22%), error:      1203.79199, best error:       877.68445 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 110.2494201660s, input_fired_time: 1.0959081650, output_fired_time: 0.7733147740, propagate_forward_time: 36.9880561829, propagate_backward_time: 69.2267684937, weight_update_time: 0.1067727953, other_time: 2.1653671265
epoch time: 7.9290647507s, input_fired_time: 0.1404115707, output_fired_time: 0.0000000000, propagate_forward_time: 7.3853721619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032812119
validation[          , genome  6533] predictions:    9642/  10000 (96.42%), best:    9722/10000 (97.22%), error:      1266.01428, best error:       877.68445 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 110.7688369751s, input_fired_time: 1.0976947546, output_fired_time: 0.7813948989, propagate_forward_time: 37.1223678589, propagate_backward_time: 69.5652770996, weight_update_time: 0.1078802422, other_time: 2.2021026611
epoch time: 7.9061784744s, input_fired_time: 0.1406851262, output_fired_time: 0.0000000000, propagate_forward_time: 7.3648452759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006481171
validation[          , genome  6533] predictions:    9646/  10000 (96.46%), best:    9722/10000 (97.22%), error:      1205.52832, best error:       877.68445 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 110.4980163574s, input_fired_time: 1.0893695354, output_fired_time: 0.7742231488, propagate_forward_time: 37.1151504517, propagate_backward_time: 69.3224334717, weight_update_time: 0.1082036570, other_time: 2.1968383789
epoch time: 7.9471707344s, input_fired_time: 0.1446850598, output_fired_time: 0.0000000000, propagate_forward_time: 7.4055185318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969669342
validation[          , genome  6533] predictions:    9666/  10000 (96.66%), best:    9722/10000 (97.22%), error:      1141.61145, best error:       877.68445 on epoch:    43, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 110.5421295166s, input_fired_time: 1.0882505178, output_fired_time: 0.7749800682, propagate_forward_time: 37.1633796692, propagate_backward_time: 69.2939071655, weight_update_time: 0.1120084450, other_time: 2.2216110229
epoch time: 7.9613924026s, input_fired_time: 0.1406098604, output_fired_time: 0.0000000000, propagate_forward_time: 7.4192419052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015407562
validation[          , genome  6533] predictions:    9625/  10000 (96.25%), best:    9722/10000 (97.22%), error:      1252.87268, best error:       877.68445 on epoch:    43, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 110.3471755981s, input_fired_time: 1.0933479071, output_fired_time: 0.7825511694, propagate_forward_time: 36.9055213928, propagate_backward_time: 69.3740997314, weight_update_time: 0.1108834818, other_time: 2.1916503906
epoch time: 7.9726648331s, input_fired_time: 0.1424439549, output_fired_time: 0.0000000000, propagate_forward_time: 7.4202589989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099617004
validation[          , genome  6533] predictions:    9632/  10000 (96.32%), best:    9722/10000 (97.22%), error:      1249.65356, best error:       877.68445 on epoch:    43, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 110.4951705933s, input_fired_time: 1.1034874916, output_fired_time: 0.7804007530, propagate_forward_time: 37.1134757996, propagate_backward_time: 69.2828292847, weight_update_time: 0.1115079746, other_time: 2.2149734497
epoch time: 7.9672560692s, input_fired_time: 0.1444255561, output_fired_time: 0.0000000000, propagate_forward_time: 7.4216289520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012017250
validation[          , genome  6533] predictions:    9662/  10000 (96.62%), best:    9722/10000 (97.22%), error:      1203.74390, best error:       877.68445 on epoch:    43, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 110.6403045654s, input_fired_time: 1.0936523676, output_fired_time: 0.7732806206, propagate_forward_time: 37.1068649292, propagate_backward_time: 69.4630889893, weight_update_time: 0.1086092070, other_time: 2.2034225464
epoch time: 7.8978104591s, input_fired_time: 0.1400442272, output_fired_time: 0.0000000000, propagate_forward_time: 7.3506183624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071478844
validation[          , genome  6533] predictions:    9648/  10000 (96.48%), best:    9722/10000 (97.22%), error:      1208.58423, best error:       877.68445 on epoch:    43, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 110.4378585815s, input_fired_time: 1.0887304544, output_fired_time: 0.7890416980, propagate_forward_time: 37.0755348206, propagate_backward_time: 69.2772521973, weight_update_time: 0.1080548018, other_time: 2.2073059082
epoch time: 7.9144477844s, input_fired_time: 0.1467174888, output_fired_time: 0.0000000000, propagate_forward_time: 7.3659992218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017310143
validation[          , genome  6533] predictions:    9654/  10000 (96.54%), best:    9722/10000 (97.22%), error:      1195.92236, best error:       877.68445 on epoch:    43, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 110.7949829102s, input_fired_time: 1.1076819897, output_fired_time: 0.7856341600, propagate_forward_time: 37.1155624390, propagate_backward_time: 69.5895004272, weight_update_time: 0.1090178043, other_time: 2.1966018677
epoch time: 7.9166254997s, input_fired_time: 0.1453195363, output_fired_time: 0.0000000000, propagate_forward_time: 7.3679251671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033808708
validation[          , genome  6533] predictions:    9626/  10000 (96.26%), best:    9722/10000 (97.22%), error:      1244.61597, best error:       877.68445 on epoch:    43, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 110.3575439453s, input_fired_time: 1.0962721109, output_fired_time: 0.7748844624, propagate_forward_time: 37.0196266174, propagate_backward_time: 69.2910079956, weight_update_time: 0.1078369766, other_time: 2.1757431030
epoch time: 7.9368515015s, input_fired_time: 0.1408710480, output_fired_time: 0.0000000000, propagate_forward_time: 7.3943672180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016132355
validation[          , genome  6533] predictions:    9624/  10000 (96.24%), best:    9722/10000 (97.22%), error:      1225.69336, best error:       877.68445 on epoch:    43, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 110.6195755005s, input_fired_time: 1.0910362005, output_fired_time: 0.7869903445, propagate_forward_time: 37.1174621582, propagate_backward_time: 69.4145355225, weight_update_time: 0.1136328131, other_time: 2.2095565796
epoch time: 8.0210189819s, input_fired_time: 0.1456893086, output_fired_time: 0.0000000000, propagate_forward_time: 7.4672484398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080810547
validation[          , genome  6533] predictions:    9627/  10000 (96.27%), best:    9722/10000 (97.22%), error:      1233.06775, best error:       877.68445 on epoch:    43, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.4610519409s, input_fired_time: 1.0883634090, output_fired_time: 0.7753248811, propagate_forward_time: 37.1490402222, propagate_backward_time: 69.2614822388, weight_update_time: 0.1067968234, other_time: 2.1868438721
epoch time: 7.9457855225s, input_fired_time: 0.1559457928, output_fired_time: 0.0000000000, propagate_forward_time: 7.3875069618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023327827
validation[          , genome  6533] predictions:    9609/  10000 (96.09%), best:    9722/10000 (97.22%), error:      1246.64014, best error:       877.68445 on epoch:    43, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 110.2714157104s, input_fired_time: 1.0866882801, output_fired_time: 0.7719507813, propagate_forward_time: 37.0150909424, propagate_backward_time: 69.2013473511, weight_update_time: 0.1089005917, other_time: 2.1963424683
epoch time: 7.9018244743s, input_fired_time: 0.1415585130, output_fired_time: 0.0000000000, propagate_forward_time: 7.3579859734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022798538
validation[          , genome  6533] predictions:    9621/  10000 (96.21%), best:    9722/10000 (97.22%), error:      1313.03955, best error:       877.68445 on epoch:    43, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 110.6654586792s, input_fired_time: 1.0982381105, output_fired_time: 0.7744422555, propagate_forward_time: 37.0613784790, propagate_backward_time: 69.5281677246, weight_update_time: 0.1116455942, other_time: 2.2032318115
epoch time: 8.0014057159s, input_fired_time: 0.1460991949, output_fired_time: 0.0000000000, propagate_forward_time: 7.4455118179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097948074
validation[          , genome  6533] predictions:    9643/  10000 (96.43%), best:    9722/10000 (97.22%), error:      1206.07043, best error:       877.68445 on epoch:    43, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 110.2686691284s, input_fired_time: 1.1009761095, output_fired_time: 0.7783854008, propagate_forward_time: 37.0265007019, propagate_backward_time: 69.1893081665, weight_update_time: 0.1117020324, other_time: 2.1735000610
epoch time: 7.9945530891s, input_fired_time: 0.1453434825, output_fired_time: 0.0000000000, propagate_forward_time: 7.4452795982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039301872
validation[          , genome  6533] predictions:    9591/  10000 (95.91%), best:    9722/10000 (97.22%), error:      1336.32727, best error:       877.68445 on epoch:    43, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.3483276367s, input_fired_time: 1.1242206097, output_fired_time: 0.7896679640, propagate_forward_time: 36.9765434265, propagate_backward_time: 69.2722015381, weight_update_time: 0.1077147499, other_time: 2.1856994629
epoch time: 7.9374766350s, input_fired_time: 0.1463170350, output_fired_time: 0.0000000000, propagate_forward_time: 7.3891367912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020228386
validation[          , genome  6533] predictions:    9592/  10000 (95.92%), best:    9722/10000 (97.22%), error:      1328.18726, best error:       877.68445 on epoch:    43, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 110.4277648926s, input_fired_time: 1.0970041752, output_fired_time: 0.7738832235, propagate_forward_time: 37.0063056946, propagate_backward_time: 69.3512802124, weight_update_time: 0.1104390472, other_time: 2.1992874146
epoch time: 7.9740996361s, input_fired_time: 0.1427160054, output_fired_time: 0.0000000000, propagate_forward_time: 7.4287743568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026093483
validation[          , genome  6533] predictions:    9663/  10000 (96.63%), best:    9722/10000 (97.22%), error:      1163.28406, best error:       877.68445 on epoch:    43, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 110.3744964600s, input_fired_time: 1.0947110653, output_fired_time: 0.7839639187, propagate_forward_time: 36.9840965271, propagate_backward_time: 69.2998962402, weight_update_time: 0.1089359224, other_time: 2.2118225098
epoch time: 7.9190902710s, input_fired_time: 0.1470784098, output_fired_time: 0.0000000000, propagate_forward_time: 7.3722901344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997216225
validation[          , genome  6533] predictions:    9647/  10000 (96.47%), best:    9722/10000 (97.22%), error:      1199.90369, best error:       877.68445 on epoch:    43, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.3726654053s, input_fired_time: 1.1197594404, output_fired_time: 0.7858688235, propagate_forward_time: 37.0586051941, propagate_backward_time: 69.2194213867, weight_update_time: 0.1112768278, other_time: 2.1890106201
epoch time: 7.9533376694s, input_fired_time: 0.1448129416, output_fired_time: 0.0000000000, propagate_forward_time: 7.4067273140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017972946
validation[          , genome  6533] predictions:    9639/  10000 (96.39%), best:    9722/10000 (97.22%), error:      1228.95447, best error:       877.68445 on epoch:    43, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 110.2150268555s, input_fired_time: 1.1086437702, output_fired_time: 0.7772828937, propagate_forward_time: 36.9837608337, propagate_backward_time: 69.1597595215, weight_update_time: 0.1136362702, other_time: 2.1855773926
epoch time: 7.9288015366s, input_fired_time: 0.1440468132, output_fired_time: 0.0000000000, propagate_forward_time: 7.3788328171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059219360
validation[          , genome  6533] predictions:    9650/  10000 (96.50%), best:    9722/10000 (97.22%), error:      1184.25024, best error:       877.68445 on epoch:    43, 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: 39.8548202515s, input_fired_time: 0.7152736187, output_fired_time: 0.0000000000, propagate_forward_time: 37.0715370178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0680084229
best training[          , genome  6533] predictions:   49260/  50000 (98.52%), best:    9722/10000 (97.22%), error:      2601.08740, best error:       877.68445 on epoch:    43, 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: 7.9715538025s, input_fired_time: 0.1416267157, output_fired_time: 0.0000000000, propagate_forward_time: 7.4288487434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010782242
   testing[          , genome  6533] predictions:    9737/  10000 (97.37%), best:    9722/10000 (97.22%), error:       830.39325, best error:       877.68445 on epoch:    43, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:28:36 (94304): called boinc_finish(0)

</stderr_txt>
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