Nameexact_genome_1512568488_42_6950_0
Workunit2605947
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:15 UTC
Report deadline21 Dec 2017, 14:50:06 UTC
Received9 Dec 2017, 11:28:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time7 hours 47 min 16 sec
CPU time7 hours 42 min 42 sec
Validate stateValid
Credit3,415.78
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.71 MB
Peak swap size163.52 MB
Peak disk usage2.91 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
733.40448 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 255.3648529053s, input_fired_time: 3.7802934647, output_fired_time: 3.9960119724, propagate_forward_time: 95.6568527222, propagate_backward_time: 146.9828186035, weight_update_time: 0.2970657945, other_time: 4.9488830566
epoch time: 20.6179695129s, input_fired_time: 0.4678622782, output_fired_time: 0.0000000000, propagate_forward_time: 19.2770061493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8731002808
validation[          , genome  6950] predictions:    9769/  10000 (97.69%), best:    9787/10000 (97.87%), error:       804.02972, best error:       733.40448 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 253.2396697998s, input_fired_time: 3.7574198246, output_fired_time: 3.9655776024, propagate_forward_time: 95.0046310425, propagate_backward_time: 145.6437835693, weight_update_time: 0.2964668870, other_time: 4.8682708740
epoch time: 20.5375766754s, input_fired_time: 0.4611422718, output_fired_time: 0.0000000000, propagate_forward_time: 19.2196922302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8567428589
validation[          , genome  6950] predictions:    9763/  10000 (97.63%), best:    9787/10000 (97.87%), error:       800.44788, best error:       733.40448 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 251.3698883057s, input_fired_time: 3.7345442772, output_fired_time: 3.9411344528, propagate_forward_time: 93.6802368164, propagate_backward_time: 145.1257476807, weight_update_time: 0.2937079668, other_time: 4.8882293701
epoch time: 20.1883182526s, input_fired_time: 0.4651689529, output_fired_time: 0.0000000000, propagate_forward_time: 18.8484916687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8746566772
validation[          , genome  6950] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       660.82446, best error:       660.82446 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 254.6863861084s, input_fired_time: 3.7867197990, output_fired_time: 3.9797029495, propagate_forward_time: 95.6464233398, propagate_backward_time: 146.4004821777, weight_update_time: 0.2964289486, other_time: 4.8730621338
epoch time: 20.8348159790s, input_fired_time: 0.4725594521, output_fired_time: 0.0000000000, propagate_forward_time: 19.4733123779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8889446259
validation[          , genome  6950] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       809.40521, best error:       660.82446 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 253.9092864990s, input_fired_time: 3.7835054398, output_fired_time: 3.9772126675, propagate_forward_time: 95.3540802002, propagate_backward_time: 145.9029846191, weight_update_time: 0.2976443172, other_time: 4.8914947510
epoch time: 20.6901626587s, input_fired_time: 0.4688357711, output_fired_time: 0.0000000000, propagate_forward_time: 19.3443603516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8769664764
validation[          , genome  6950] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       726.07507, best error:       660.82446 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 252.2760467529s, input_fired_time: 3.7734620571, output_fired_time: 3.9729764462, propagate_forward_time: 94.0088729858, propagate_backward_time: 145.5084533691, weight_update_time: 0.2961931229, other_time: 5.0122680664
epoch time: 20.5939311981s, input_fired_time: 0.4737820327, output_fired_time: 0.0000000000, propagate_forward_time: 19.2541027069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8660469055
validation[          , genome  6950] predictions:    9776/  10000 (97.76%), best:    9799/10000 (97.99%), error:       746.51392, best error:       660.82446 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 254.2411346436s, input_fired_time: 3.7838890553, output_fired_time: 3.9836966991, propagate_forward_time: 95.3950958252, propagate_backward_time: 146.1853179932, weight_update_time: 0.2976226211, other_time: 4.8931274414
epoch time: 19.8883686066s, input_fired_time: 0.4634235203, output_fired_time: 0.0000000000, propagate_forward_time: 18.5582313538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8667144775
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       788.46387, best error:       660.82446 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 254.2527008057s, input_fired_time: 3.7913365364, output_fired_time: 3.9806873798, propagate_forward_time: 95.3653564453, propagate_backward_time: 146.1746063232, weight_update_time: 0.2999148071, other_time: 4.9407196045
epoch time: 19.1765251160s, input_fired_time: 0.4652850926, output_fired_time: 0.0000000000, propagate_forward_time: 17.7839965820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9272441864
validation[          , genome  6950] predictions:    9733/  10000 (97.33%), best:    9799/10000 (97.99%), error:       858.95862, best error:       660.82446 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 255.8746032715s, input_fired_time: 3.7957279682, output_fired_time: 3.9995601177, propagate_forward_time: 96.0357055664, propagate_backward_time: 147.1318511963, weight_update_time: 0.2985632718, other_time: 4.9117584229
epoch time: 20.6293430328s, input_fired_time: 0.4746968746, output_fired_time: 0.0000000000, propagate_forward_time: 19.2809791565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8736667633
validation[          , genome  6950] predictions:    9646/  10000 (96.46%), best:    9799/10000 (97.99%), error:      1102.21338, best error:       660.82446 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 252.6997222900s, input_fired_time: 3.7651073933, output_fired_time: 3.9562432766, propagate_forward_time: 94.3766326904, propagate_backward_time: 145.7218170166, weight_update_time: 0.2931241095, other_time: 4.8799285889
epoch time: 19.5963935852s, input_fired_time: 0.4630794525, output_fired_time: 0.0000000000, propagate_forward_time: 18.2233772278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9099369049
validation[          , genome  6950] predictions:    9706/  10000 (97.06%), best:    9799/10000 (97.99%), error:       949.30865, best error:       660.82446 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 255.5572967529s, input_fired_time: 3.8063147068, output_fired_time: 4.0058679581, propagate_forward_time: 95.8219985962, propagate_backward_time: 147.0431060791, weight_update_time: 0.2956753373, other_time: 4.8799896240
epoch time: 20.2040729523s, input_fired_time: 0.4708590209, output_fired_time: 0.0000000000, propagate_forward_time: 18.8548240662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8783893585
validation[          , genome  6950] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       728.00476, best error:       660.82446 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 254.7283325195s, input_fired_time: 3.7958097458, output_fired_time: 3.9898293018, propagate_forward_time: 95.6002807617, propagate_backward_time: 146.4478759766, weight_update_time: 0.2997579277, other_time: 4.8945465088
epoch time: 20.6704406738s, input_fired_time: 0.4745752215, output_fired_time: 0.0000000000, propagate_forward_time: 19.3062629700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8896026611
validation[          , genome  6950] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       779.04297, best error:       660.82446 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 255.3218383789s, input_fired_time: 3.8004040718, output_fired_time: 3.9825890064, propagate_forward_time: 95.7347030640, propagate_backward_time: 146.9342956543, weight_update_time: 0.2986953855, other_time: 4.8698425293
epoch time: 20.6583366394s, input_fired_time: 0.4677836597, output_fired_time: 0.0000000000, propagate_forward_time: 19.3105812073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8799724579
validation[          , genome  6950] predictions:    9814/  10000 (98.14%), best:    9799/10000 (97.99%), error:       671.35400, best error:       660.82446 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 255.8459320068s, input_fired_time: 3.8004512787, output_fired_time: 4.0058279037, propagate_forward_time: 96.1549072266, propagate_backward_time: 146.9557342529, weight_update_time: 0.3007739782, other_time: 4.9290161133
epoch time: 20.6236610413s, input_fired_time: 0.4658942819, output_fired_time: 0.0000000000, propagate_forward_time: 19.2890110016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8687553406
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       801.31720, best error:       660.82446 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 254.3513946533s, input_fired_time: 3.7856295109, output_fired_time: 3.9861471653, propagate_forward_time: 95.2755584717, propagate_backward_time: 146.3831939697, weight_update_time: 0.2955278158, other_time: 4.9208679199
epoch time: 20.5801124573s, input_fired_time: 0.4716293514, output_fired_time: 0.0000000000, propagate_forward_time: 19.2191104889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8893718719
validation[          , genome  6950] predictions:    9731/  10000 (97.31%), best:    9799/10000 (97.99%), error:       925.13965, best error:       660.82446 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 254.5544281006s, input_fired_time: 3.7926449776, output_fired_time: 3.9611938000, propagate_forward_time: 95.5377120972, propagate_backward_time: 146.3953247070, weight_update_time: 0.2943864763, other_time: 4.8675537109
epoch time: 20.4535350800s, input_fired_time: 0.4653247893, output_fired_time: 0.0000000000, propagate_forward_time: 19.1329746246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8552360535
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       747.75873, best error:       660.82446 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 253.1173400879s, input_fired_time: 3.7830703259, output_fired_time: 3.9646914005, propagate_forward_time: 94.6690750122, propagate_backward_time: 145.7616882324, weight_update_time: 0.2954891324, other_time: 4.9388122559
epoch time: 20.7542514801s, input_fired_time: 0.4737124145, output_fired_time: 0.0000000000, propagate_forward_time: 19.4123535156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8681850433
validation[          , genome  6950] predictions:    9813/  10000 (98.13%), best:    9799/10000 (97.99%), error:       688.62634, best error:       660.82446 on epoch:    17, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 251.7939147949s, input_fired_time: 3.7735137939, output_fired_time: 3.9640026093, propagate_forward_time: 93.9173355103, propagate_backward_time: 145.2183380127, weight_update_time: 0.2919173241, other_time: 4.9207305908
epoch time: 20.5504417419s, input_fired_time: 0.4705826938, output_fired_time: 0.0000000000, propagate_forward_time: 19.2187347412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8611240387
validation[          , genome  6950] predictions:    9743/  10000 (97.43%), best:    9799/10000 (97.99%), error:       825.17181, best error:       660.82446 on epoch:    17, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 254.8810729980s, input_fired_time: 3.8222324848, output_fired_time: 3.9918613434, propagate_forward_time: 95.7302551270, propagate_backward_time: 146.3943786621, weight_update_time: 0.3009081781, other_time: 4.9423370361
epoch time: 20.0273323059s, input_fired_time: 0.4764607847, output_fired_time: 0.0000000000, propagate_forward_time: 18.6453475952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9055233002
validation[          , genome  6950] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       717.50287, best error:       660.82446 on epoch:    17, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 255.9355316162s, input_fired_time: 3.8212208748, output_fired_time: 4.0099902153, propagate_forward_time: 96.1135559082, propagate_backward_time: 147.0556640625, weight_update_time: 0.2996163666, other_time: 4.9350891113
epoch time: 20.0196037292s, input_fired_time: 0.4656230807, output_fired_time: 0.0000000000, propagate_forward_time: 18.6615333557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924465179
validation[          , genome  6950] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       799.79712, best error:       660.82446 on epoch:    17, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 253.3575592041s, input_fired_time: 3.7909886837, output_fired_time: 3.9662697315, propagate_forward_time: 95.0114135742, propagate_backward_time: 145.6615600586, weight_update_time: 0.2987119555, other_time: 4.9273376465
epoch time: 21.2455005646s, input_fired_time: 0.4862400591, output_fired_time: 0.0000000000, propagate_forward_time: 19.8792209625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8800392151
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       650.27576, best error:       650.27576 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 252.4171752930s, input_fired_time: 3.7879054546, output_fired_time: 3.9501311779, propagate_forward_time: 94.4022674561, propagate_backward_time: 145.3091430664, weight_update_time: 0.2961369157, other_time: 4.9677276611
epoch time: 20.5642127991s, input_fired_time: 0.4801614583, output_fired_time: 0.0000000000, propagate_forward_time: 19.1960506439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8880004883
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       693.57123, best error:       650.27576 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 252.2920837402s, input_fired_time: 3.7928261757, output_fired_time: 3.9734086990, propagate_forward_time: 94.2495193481, propagate_backward_time: 145.2691497803, weight_update_time: 0.2998339534, other_time: 5.0071868896
epoch time: 21.1110572815s, input_fired_time: 0.4901944697, output_fired_time: 0.0000000000, propagate_forward_time: 19.7328186035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8880443573
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       689.65948, best error:       650.27576 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 255.2316589355s, input_fired_time: 3.8077659607, output_fired_time: 3.9865789413, propagate_forward_time: 95.9181442261, propagate_backward_time: 146.6578674316, weight_update_time: 0.2959593534, other_time: 4.8612976074
epoch time: 19.3394336700s, input_fired_time: 0.4682216644, output_fired_time: 0.0000000000, propagate_forward_time: 17.8795566559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9916553497
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9800/10000 (98.00%), error:       824.85742, best error:       650.27576 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 254.5425567627s, input_fired_time: 3.8149001598, output_fired_time: 3.9814171791, propagate_forward_time: 95.5240325928, propagate_backward_time: 146.3371276855, weight_update_time: 0.2979470789, other_time: 4.8850860596
epoch time: 20.4501113892s, input_fired_time: 0.4725992978, output_fired_time: 0.0000000000, propagate_forward_time: 19.1009807587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8765316010
validation[          , genome  6950] predictions:    9751/  10000 (97.51%), best:    9800/10000 (98.00%), error:       888.41864, best error:       650.27576 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 252.5691070557s, input_fired_time: 3.7933456898, output_fired_time: 3.9603841305, propagate_forward_time: 94.6319961548, propagate_backward_time: 145.2628173828, weight_update_time: 0.2948201895, other_time: 4.9205627441
epoch time: 20.5632247925s, input_fired_time: 0.4777626097, output_fired_time: 0.0000000000, propagate_forward_time: 19.1958484650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8896141052
validation[          , genome  6950] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       725.71185, best error:       650.27576 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 250.6178283691s, input_fired_time: 3.7747132778, output_fired_time: 3.9524774551, propagate_forward_time: 93.3176498413, propagate_backward_time: 144.5444641113, weight_update_time: 0.2962595522, other_time: 5.0285034180
epoch time: 20.6892967224s, input_fired_time: 0.4789675772, output_fired_time: 0.0000000000, propagate_forward_time: 19.3205795288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8897495270
validation[          , genome  6950] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       728.61121, best error:       650.27576 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 256.8746032715s, input_fired_time: 3.8421387672, output_fired_time: 4.0139756203, propagate_forward_time: 96.8141937256, propagate_backward_time: 147.2817077637, weight_update_time: 0.2996808887, other_time: 4.9225921631
epoch time: 19.9447631836s, input_fired_time: 0.4711249769, output_fired_time: 0.0000000000, propagate_forward_time: 18.5832481384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8903903961
validation[          , genome  6950] predictions:    9817/  10000 (98.17%), best:    9800/10000 (98.00%), error:       670.07367, best error:       650.27576 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 255.2986450195s, input_fired_time: 3.8168861866, output_fired_time: 3.9979522228, propagate_forward_time: 95.7999038696, propagate_backward_time: 146.7899017334, weight_update_time: 0.2984508872, other_time: 4.8939971924
epoch time: 20.7311553955s, input_fired_time: 0.4777615666, output_fired_time: 0.0000000000, propagate_forward_time: 19.3869018555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8664913177
validation[          , genome  6950] predictions:    9801/  10000 (98.01%), best:    9800/10000 (98.00%), error:       669.58740, best error:       650.27576 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 254.2519073486s, input_fired_time: 3.8100790977, output_fired_time: 3.9801816940, propagate_forward_time: 95.1865463257, propagate_backward_time: 146.3151397705, weight_update_time: 0.2982302606, other_time: 4.9599761963
epoch time: 20.1916122437s, input_fired_time: 0.4738859534, output_fired_time: 0.0000000000, propagate_forward_time: 18.8165893555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9011363983
validation[          , genome  6950] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       644.42950, best error:       644.42950 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 253.7661285400s, input_fired_time: 3.8232040405, output_fired_time: 3.9726059437, propagate_forward_time: 95.1938552856, propagate_backward_time: 145.8701782227, weight_update_time: 0.2959105074, other_time: 4.9062805176
epoch time: 20.7486095428s, input_fired_time: 0.4778257608, output_fired_time: 0.0000000000, propagate_forward_time: 19.3767700195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8940143585
validation[          , genome  6950] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       767.09320, best error:       644.42950 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 251.6097564697s, input_fired_time: 3.7884988785, output_fired_time: 3.9600729942, propagate_forward_time: 94.0095367432, propagate_backward_time: 144.8705902100, weight_update_time: 0.2963546515, other_time: 4.9810638428
epoch time: 20.4816246033s, input_fired_time: 0.4758800864, output_fired_time: 0.0000000000, propagate_forward_time: 19.1258010864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8799438477
validation[          , genome  6950] predictions:    9788/  10000 (97.88%), best:    9810/10000 (98.10%), error:       757.99182, best error:       644.42950 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 253.3218841553s, input_fired_time: 3.7837190628, output_fired_time: 3.9609656334, propagate_forward_time: 94.9857101440, propagate_backward_time: 145.7186737061, weight_update_time: 0.2958570421, other_time: 4.8728179932
epoch time: 19.1064281464s, input_fired_time: 0.4545351267, output_fired_time: 0.0000000000, propagate_forward_time: 17.7930088043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8588848114
validation[          , genome  6950] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       794.23499, best error:       644.42950 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 252.1596679688s, input_fired_time: 3.7962257862, output_fired_time: 3.9689567089, propagate_forward_time: 94.1547698975, propagate_backward_time: 145.2988433838, weight_update_time: 0.2962520421, other_time: 4.9408721924
epoch time: 20.2689990997s, input_fired_time: 0.4845446944, output_fired_time: 0.0000000000, propagate_forward_time: 18.8854999542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8989543915
validation[          , genome  6950] predictions:    9751/  10000 (97.51%), best:    9810/10000 (98.10%), error:       847.19086, best error:       644.42950 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 254.8559265137s, input_fired_time: 3.8472940922, output_fired_time: 3.9884059429, propagate_forward_time: 95.6687774658, propagate_backward_time: 146.3658142090, weight_update_time: 0.3032069504, other_time: 4.9856414795
epoch time: 20.5636749268s, input_fired_time: 0.4787929058, output_fired_time: 0.0000000000, propagate_forward_time: 19.2072582245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8776245117
validation[          , genome  6950] predictions:    9746/  10000 (97.46%), best:    9810/10000 (98.10%), error:       909.19141, best error:       644.42950 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 255.2296752930s, input_fired_time: 3.8258388042, output_fired_time: 3.9894404411, propagate_forward_time: 95.6506729126, propagate_backward_time: 146.8151550293, weight_update_time: 0.3001455069, other_time: 4.9485778809
epoch time: 20.8682155609s, input_fired_time: 0.4794678986, output_fired_time: 0.0000000000, propagate_forward_time: 19.5124168396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8763313293
validation[          , genome  6950] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       726.04083, best error:       644.42950 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 255.5081024170s, input_fired_time: 3.8344714642, output_fired_time: 3.9950313568, propagate_forward_time: 95.8439331055, propagate_backward_time: 146.9261474609, weight_update_time: 0.2973326445, other_time: 4.9085235596
epoch time: 20.3223838806s, input_fired_time: 0.4753973186, output_fired_time: 0.0000000000, propagate_forward_time: 18.9679565430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8790302277
validation[          , genome  6950] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       709.02362, best error:       644.42950 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 252.9458007813s, input_fired_time: 3.8112590313, output_fired_time: 3.9550855160, propagate_forward_time: 94.7754287720, propagate_backward_time: 145.4954986572, weight_update_time: 0.2963118851, other_time: 4.9085235596
epoch time: 18.2577686310s, input_fired_time: 0.4600036144, output_fired_time: 0.0000000000, propagate_forward_time: 16.7989730835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9987926483
validation[          , genome  6950] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       759.93805, best error:       644.42950 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 255.4285278320s, input_fired_time: 3.8162167072, output_fired_time: 3.9749965668, propagate_forward_time: 95.9485321045, propagate_backward_time: 146.8018493652, weight_update_time: 0.3010353148, other_time: 4.8869323730
epoch time: 20.6497726440s, input_fired_time: 0.4814719260, output_fired_time: 0.0000000000, propagate_forward_time: 19.2794971466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8888034821
validation[          , genome  6950] predictions:    9812/  10000 (98.12%), best:    9810/10000 (98.10%), error:       650.07788, best error:       644.42950 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 256.1811218262s, input_fired_time: 3.8465294838, output_fired_time: 4.0151743889, propagate_forward_time: 96.2837448120, propagate_backward_time: 147.1342010498, weight_update_time: 0.2998490632, other_time: 4.9014739990
epoch time: 20.8458480835s, input_fired_time: 0.4904905260, output_fired_time: 0.0000000000, propagate_forward_time: 19.4597568512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8956012726
validation[          , genome  6950] predictions:    9769/  10000 (97.69%), best:    9810/10000 (98.10%), error:       813.46051, best error:       644.42950 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 253.4956054688s, input_fired_time: 3.8019554615, output_fired_time: 3.9756166935, propagate_forward_time: 94.8829345703, propagate_backward_time: 145.8946228027, weight_update_time: 0.2956049144, other_time: 4.9404754639
epoch time: 20.6499061584s, input_fired_time: 0.4745741785, output_fired_time: 0.0000000000, propagate_forward_time: 19.3257198334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8496112823
validation[          , genome  6950] predictions:    9678/  10000 (96.78%), best:    9810/10000 (98.10%), error:      1110.71606, best error:       644.42950 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 252.9363555908s, input_fired_time: 3.8352937698, output_fired_time: 3.9899384975, propagate_forward_time: 94.4658966064, propagate_backward_time: 145.6359863281, weight_update_time: 0.2984711826, other_time: 5.0092315674
epoch time: 20.3248367310s, input_fired_time: 0.4797597229, output_fired_time: 0.0000000000, propagate_forward_time: 18.9268264771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9182510376
validation[          , genome  6950] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       765.20471, best error:       644.42950 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 256.5879821777s, input_fired_time: 3.8619558811, output_fired_time: 4.0033850670, propagate_forward_time: 96.5500106812, propagate_backward_time: 147.1841125488, weight_update_time: 0.3057532907, other_time: 4.9885253906
epoch time: 19.3768825531s, input_fired_time: 0.4672053456, output_fired_time: 0.0000000000, propagate_forward_time: 18.0012493134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9084281921
validation[          , genome  6950] predictions:    9790/  10000 (97.90%), best:    9810/10000 (98.10%), error:       668.41333, best error:       644.42950 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 251.2338256836s, input_fired_time: 3.8083424568, output_fired_time: 3.9594550133, propagate_forward_time: 93.5865402222, propagate_backward_time: 144.8338165283, weight_update_time: 0.2983939946, other_time: 5.0456695557
epoch time: 19.8511123657s, input_fired_time: 0.4677355289, output_fired_time: 0.0000000000, propagate_forward_time: 18.5009155273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8824615479
validation[          , genome  6950] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       598.50763, best error:       598.50763 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 254.5961914063s, input_fired_time: 3.8379583359, output_fired_time: 3.9855618477, propagate_forward_time: 95.6804656982, propagate_backward_time: 146.1502075195, weight_update_time: 0.3001425862, other_time: 4.9420013428
epoch time: 19.8918914795s, input_fired_time: 0.4788666368, output_fired_time: 0.0000000000, propagate_forward_time: 18.4476909637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9653339386
validation[          , genome  6950] predictions:    9802/  10000 (98.02%), best:    9831/10000 (98.31%), error:       697.17578, best error:       598.50763 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 251.8004150391s, input_fired_time: 3.7765884399, output_fired_time: 3.9666340351, propagate_forward_time: 93.7977447510, propagate_backward_time: 145.3201446533, weight_update_time: 0.2955544889, other_time: 4.9393157959
epoch time: 20.8914356232s, input_fired_time: 0.4824337363, output_fired_time: 0.0000000000, propagate_forward_time: 19.5227336884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8862686157
validation[          , genome  6950] predictions:    9794/  10000 (97.94%), best:    9831/10000 (98.31%), error:       703.18567, best error:       598.50763 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 254.6975555420s, input_fired_time: 3.8195843697, output_fired_time: 3.9811007977, propagate_forward_time: 95.5860977173, propagate_backward_time: 146.4021759033, weight_update_time: 0.2966104746, other_time: 4.9086151123
epoch time: 20.5369739532s, input_fired_time: 0.4737422466, output_fired_time: 0.0000000000, propagate_forward_time: 19.2058620453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8573703766
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9831/10000 (98.31%), error:       718.75946, best error:       598.50763 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 252.7287750244s, input_fired_time: 3.8148641586, output_fired_time: 3.9543678761, propagate_forward_time: 94.3544845581, propagate_backward_time: 145.5994262695, weight_update_time: 0.2991072834, other_time: 5.0056457520
epoch time: 20.8121623993s, input_fired_time: 0.4837477803, output_fired_time: 0.0000000000, propagate_forward_time: 19.4502639771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8781509399
validation[          , genome  6950] predictions:    9827/  10000 (98.27%), best:    9831/10000 (98.31%), error:       634.49683, best error:       598.50763 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 256.2772521973s, input_fired_time: 3.8559012413, output_fired_time: 4.0109424591, propagate_forward_time: 96.2076568604, propagate_backward_time: 147.2468872070, weight_update_time: 0.3006962836, other_time: 4.9558715820
epoch time: 21.4621829987s, input_fired_time: 0.4932643771, output_fired_time: 0.0000000000, propagate_forward_time: 20.0827083588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8862094879
validation[          , genome  6950] predictions:    9825/  10000 (98.25%), best:    9831/10000 (98.31%), error:       632.26392, best error:       598.50763 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 254.1652679443s, input_fired_time: 3.8279011250, output_fired_time: 3.9684088230, propagate_forward_time: 95.3411865234, propagate_backward_time: 146.0764770508, weight_update_time: 0.2998632193, other_time: 4.9512939453
epoch time: 20.9628620148s, input_fired_time: 0.4845603704, output_fired_time: 0.0000000000, propagate_forward_time: 19.5896663666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8886356354
validation[          , genome  6950] predictions:    9793/  10000 (97.93%), best:    9831/10000 (98.31%), error:       726.43414, best error:       598.50763 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 252.1911163330s, input_fired_time: 3.8211805820, output_fired_time: 3.9829170704, propagate_forward_time: 93.7841720581, propagate_backward_time: 145.5190124512, weight_update_time: 0.2971787453, other_time: 5.0838317871
epoch time: 20.9339313507s, input_fired_time: 0.4901160002, output_fired_time: 0.0000000000, propagate_forward_time: 19.5621986389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8816165924
validation[          , genome  6950] predictions:    9834/  10000 (98.34%), best:    9831/10000 (98.31%), error:       620.36102, best error:       598.50763 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 251.3530273438s, input_fired_time: 3.7976818085, output_fired_time: 3.9395005703, propagate_forward_time: 93.9440307617, propagate_backward_time: 144.7602691650, weight_update_time: 0.2938088477, other_time: 4.9115447998
epoch time: 20.1928920746s, input_fired_time: 0.4781815708, output_fired_time: 0.0000000000, propagate_forward_time: 18.8220157623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8926944733
validation[          , genome  6950] predictions:    9788/  10000 (97.88%), best:    9831/10000 (98.31%), error:       709.72766, best error:       598.50763 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 255.6390228271s, input_fired_time: 3.8533482552, output_fired_time: 3.9992184639, propagate_forward_time: 95.8385467529, propagate_backward_time: 147.0165557861, weight_update_time: 0.2997722328, other_time: 4.9313507080
epoch time: 20.8931560516s, input_fired_time: 0.4856208861, output_fired_time: 0.0000000000, propagate_forward_time: 19.5371532440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8703823090
validation[          , genome  6950] predictions:    9749/  10000 (97.49%), best:    9831/10000 (98.31%), error:       920.32263, best error:       598.50763 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 255.8042755127s, input_fired_time: 3.8308482170, output_fired_time: 3.9971249104, propagate_forward_time: 96.2310714722, propagate_backward_time: 146.8283538818, weight_update_time: 0.3003310561, other_time: 4.9168853760
epoch time: 20.2395019531s, input_fired_time: 0.4783314466, output_fired_time: 0.0000000000, propagate_forward_time: 18.8704090118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8907623291
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9831/10000 (98.31%), error:       768.70966, best error:       598.50763 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 254.1482543945s, input_fired_time: 3.8226051331, output_fired_time: 3.9679758549, propagate_forward_time: 95.3547668457, propagate_backward_time: 146.0969543457, weight_update_time: 0.2996534705, other_time: 4.9059600830
epoch time: 20.2043209076s, input_fired_time: 0.4813236594, output_fired_time: 0.0000000000, propagate_forward_time: 18.8006591797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9223384857
validation[          , genome  6950] predictions:    9675/  10000 (96.75%), best:    9831/10000 (98.31%), error:      1198.77539, best error:       598.50763 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 254.2082977295s, input_fired_time: 3.8541970253, output_fired_time: 4.0029687881, propagate_forward_time: 94.9755706787, propagate_backward_time: 146.3936004639, weight_update_time: 0.2994860709, other_time: 4.9819488525
epoch time: 20.8245315552s, input_fired_time: 0.4832057953, output_fired_time: 0.0000000000, propagate_forward_time: 19.4498405457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8914852142
validation[          , genome  6950] predictions:    9760/  10000 (97.60%), best:    9831/10000 (98.31%), error:       780.40149, best error:       598.50763 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 254.3024291992s, input_fired_time: 3.8304240704, output_fired_time: 3.9829766750, propagate_forward_time: 95.4809265137, propagate_backward_time: 146.0772094727, weight_update_time: 0.3004382253, other_time: 4.9308929443
epoch time: 20.0071258545s, input_fired_time: 0.4701916873, output_fired_time: 0.0000000000, propagate_forward_time: 18.6193256378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9176082611
validation[          , genome  6950] predictions:    9828/  10000 (98.28%), best:    9828/10000 (98.28%), error:       590.84290, best error:       590.84290 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 255.6634826660s, input_fired_time: 3.8325257301, output_fired_time: 3.9893121719, propagate_forward_time: 96.1006774902, propagate_backward_time: 146.8883514404, weight_update_time: 0.2949032784, other_time: 4.8526153564
epoch time: 19.8983287811s, input_fired_time: 0.4705527127, output_fired_time: 0.0000000000, propagate_forward_time: 18.5165100098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9112663269
validation[          , genome  6950] predictions:    9797/  10000 (97.97%), best:    9828/10000 (98.28%), error:       685.74994, best error:       590.84290 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 252.8128967285s, input_fired_time: 3.8140020370, output_fired_time: 3.9677081108, propagate_forward_time: 94.2992477417, propagate_backward_time: 145.7688598633, weight_update_time: 0.2975173593, other_time: 4.9630737305
epoch time: 20.8910636902s, input_fired_time: 0.4838312268, output_fired_time: 0.0000000000, propagate_forward_time: 19.5304927826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8767395020
validation[          , genome  6950] predictions:    9803/  10000 (98.03%), best:    9828/10000 (98.28%), error:       689.54053, best error:       590.84290 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 256.6828918457s, input_fired_time: 3.8685052395, output_fired_time: 4.0090293884, propagate_forward_time: 96.5317153931, propagate_backward_time: 147.3680877686, weight_update_time: 0.3017424345, other_time: 4.9055633545
epoch time: 20.7434349060s, input_fired_time: 0.4734235704, output_fired_time: 0.0000000000, propagate_forward_time: 19.4115810394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8584308624
validation[          , genome  6950] predictions:    9725/  10000 (97.25%), best:    9828/10000 (98.28%), error:      1034.41406, best error:       590.84290 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 250.9677581787s, input_fired_time: 3.8002457619, output_fired_time: 3.9314539433, propagate_forward_time: 93.8569946289, propagate_backward_time: 144.4922332764, weight_update_time: 0.2930612862, other_time: 4.8868255615
epoch time: 20.9766559601s, input_fired_time: 0.4875536561, output_fired_time: 0.0000000000, propagate_forward_time: 19.6151771545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8739242554
validation[          , genome  6950] predictions:    9821/  10000 (98.21%), best:    9828/10000 (98.28%), error:       642.62689, best error:       590.84290 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 255.8809356689s, input_fired_time: 3.8487169743, output_fired_time: 4.0089092255, propagate_forward_time: 96.0372543335, propagate_backward_time: 147.0054321289, weight_update_time: 0.3001307845, other_time: 4.9806213379
epoch time: 19.2009315491s, input_fired_time: 0.4785246551, output_fired_time: 0.0000000000, propagate_forward_time: 17.7511272430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9712791443
validation[          , genome  6950] predictions:    9753/  10000 (97.53%), best:    9828/10000 (98.28%), error:       842.78790, best error:       590.84290 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 254.9247894287s, input_fired_time: 3.8305566311, output_fired_time: 4.0021767616, propagate_forward_time: 95.3757171631, propagate_backward_time: 146.7259826660, weight_update_time: 0.2998374999, other_time: 4.9903564453
epoch time: 21.4082202911s, input_fired_time: 0.5009583831, output_fired_time: 0.0000000000, propagate_forward_time: 20.0117263794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8955364227
validation[          , genome  6950] predictions:    9802/  10000 (98.02%), best:    9828/10000 (98.28%), error:       689.85120, best error:       590.84290 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 251.9911346436s, input_fired_time: 3.7939565182, output_fired_time: 3.9614057541, propagate_forward_time: 94.1121215820, propagate_backward_time: 145.1747589111, weight_update_time: 0.2953437865, other_time: 4.9488830566
epoch time: 20.6072158813s, input_fired_time: 0.4810344875, output_fired_time: 0.0000000000, propagate_forward_time: 19.2289276123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8972530365
validation[          , genome  6950] predictions:    9820/  10000 (98.20%), best:    9828/10000 (98.28%), error:       632.30426, best error:       590.84290 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 254.8936462402s, input_fired_time: 3.8624804020, output_fired_time: 4.0085453987, propagate_forward_time: 95.2754440308, propagate_backward_time: 146.6541900635, weight_update_time: 0.3047012091, other_time: 5.0929718018
epoch time: 20.5316772461s, input_fired_time: 0.4768067598, output_fired_time: 0.0000000000, propagate_forward_time: 19.1926250458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8622455597
validation[          , genome  6950] predictions:    9789/  10000 (97.89%), best:    9828/10000 (98.28%), error:       726.90771, best error:       590.84290 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 253.0054931641s, input_fired_time: 3.8006310463, output_fired_time: 3.9649384022, propagate_forward_time: 94.6192016602, propagate_backward_time: 145.7102661133, weight_update_time: 0.2969786823, other_time: 4.9104614258
epoch time: 19.9372482300s, input_fired_time: 0.4823302031, output_fired_time: 0.0000000000, propagate_forward_time: 18.5481586456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9067592621
validation[          , genome  6950] predictions:    9759/  10000 (97.59%), best:    9828/10000 (98.28%), error:       857.44086, best error:       590.84290 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 255.5844268799s, input_fired_time: 3.8491251469, output_fired_time: 3.9891273975, propagate_forward_time: 96.1610412598, propagate_backward_time: 146.6898040771, weight_update_time: 0.3040753901, other_time: 4.8953399658
epoch time: 20.7411422729s, input_fired_time: 0.4842385948, output_fired_time: 0.0000000000, propagate_forward_time: 19.3695182800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8873863220
validation[          , genome  6950] predictions:    9789/  10000 (97.89%), best:    9828/10000 (98.28%), error:       710.15820, best error:       590.84290 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 253.7505340576s, input_fired_time: 3.8431925774, output_fired_time: 3.9954130650, propagate_forward_time: 94.9294662476, propagate_backward_time: 145.9857940674, weight_update_time: 0.2988096774, other_time: 4.9966888428
epoch time: 21.1681823730s, input_fired_time: 0.4956955612, output_fired_time: 0.0000000000, propagate_forward_time: 19.7861461639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8863410950
validation[          , genome  6950] predictions:    9786/  10000 (97.86%), best:    9828/10000 (98.28%), error:       718.35822, best error:       590.84290 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 252.0530090332s, input_fired_time: 3.8225839138, output_fired_time: 3.9749362469, propagate_forward_time: 93.7313613892, propagate_backward_time: 145.4546813965, weight_update_time: 0.2989251614, other_time: 5.0694580078
epoch time: 20.0032005310s, input_fired_time: 0.4733606577, output_fired_time: 0.0000000000, propagate_forward_time: 18.6519241333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8779163361
validation[          , genome  6950] predictions:    9817/  10000 (98.17%), best:    9828/10000 (98.28%), error:       642.18250, best error:       590.84290 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 254.8894195557s, input_fired_time: 3.8457388878, output_fired_time: 3.9927964211, propagate_forward_time: 95.5672149658, propagate_backward_time: 146.5087280273, weight_update_time: 0.3009439111, other_time: 4.9749450684
epoch time: 20.4977989197s, input_fired_time: 0.4802755713, output_fired_time: 0.0000000000, propagate_forward_time: 19.1278820038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8896408081
validation[          , genome  6950] predictions:    9834/  10000 (98.34%), best:    9828/10000 (98.28%), error:       603.42273, best error:       590.84290 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 256.9788818359s, input_fired_time: 3.8395752907, output_fired_time: 4.0016622543, propagate_forward_time: 96.9639205933, propagate_backward_time: 147.2920074463, weight_update_time: 0.3028850257, other_time: 4.8817291260
epoch time: 20.6368274689s, input_fired_time: 0.4826233685, output_fired_time: 0.0000000000, propagate_forward_time: 19.2732067108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8809967041
validation[          , genome  6950] predictions:    9800/  10000 (98.00%), best:    9828/10000 (98.28%), error:       705.12036, best error:       590.84290 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 254.7284240723s, input_fired_time: 3.8174278736, output_fired_time: 3.9698390961, propagate_forward_time: 95.7845001221, propagate_backward_time: 146.2879943848, weight_update_time: 0.2983587980, other_time: 4.8686676025
epoch time: 20.5275306702s, input_fired_time: 0.4805556536, output_fired_time: 0.0000000000, propagate_forward_time: 19.1717281342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752460480
validation[          , genome  6950] predictions:    9777/  10000 (97.77%), best:    9828/10000 (98.28%), error:       708.88019, best error:       590.84290 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 254.9839477539s, input_fired_time: 3.8621830940, output_fired_time: 3.9836103916, propagate_forward_time: 95.5080947876, propagate_backward_time: 146.6713867188, weight_update_time: 0.3030918241, other_time: 4.9586791992
epoch time: 20.0276470184s, input_fired_time: 0.4764979184, output_fired_time: 0.0000000000, propagate_forward_time: 18.6655025482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8856468201
validation[          , genome  6950] predictions:    9780/  10000 (97.80%), best:    9828/10000 (98.28%), error:       771.71930, best error:       590.84290 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 256.2166137695s, input_fired_time: 3.8680431843, output_fired_time: 4.0196118355, propagate_forward_time: 96.0930709839, propagate_backward_time: 147.2611999512, weight_update_time: 0.3062665462, other_time: 4.9747009277
epoch time: 20.5141391754s, input_fired_time: 0.4932184815, output_fired_time: 0.0000000000, propagate_forward_time: 19.1136283875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9072914124
validation[          , genome  6950] predictions:    9820/  10000 (98.20%), best:    9828/10000 (98.28%), error:       657.95544, best error:       590.84290 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 253.9487609863s, input_fired_time: 3.8478205204, output_fired_time: 3.9706912041, propagate_forward_time: 95.2814178467, propagate_backward_time: 145.9831390381, weight_update_time: 0.2954487503, other_time: 4.8656921387
epoch time: 21.3434371948s, input_fired_time: 0.4987502098, output_fired_time: 0.0000000000, propagate_forward_time: 19.9579277039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8867588043
validation[          , genome  6950] predictions:    9822/  10000 (98.22%), best:    9828/10000 (98.28%), error:       619.90234, best error:       590.84290 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 258.0821838379s, input_fired_time: 3.9250555038, output_fired_time: 4.0330729485, propagate_forward_time: 97.0590972900, propagate_backward_time: 148.1101684570, weight_update_time: 0.3035433292, other_time: 4.9548034668
epoch time: 20.3822917938s, input_fired_time: 0.4781207442, output_fired_time: 0.0000000000, propagate_forward_time: 19.0323982239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8717727661
validation[          , genome  6950] predictions:    9808/  10000 (98.08%), best:    9828/10000 (98.28%), error:       665.17639, best error:       590.84290 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 253.5946960449s, input_fired_time: 3.8689575195, output_fired_time: 3.9813694954, propagate_forward_time: 94.6234130859, propagate_backward_time: 146.1173706055, weight_update_time: 0.2958799899, other_time: 5.0035858154
epoch time: 20.8131809235s, input_fired_time: 0.4942817092, output_fired_time: 0.0000000000, propagate_forward_time: 19.4422531128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8766460419
validation[          , genome  6950] predictions:    9831/  10000 (98.31%), best:    9828/10000 (98.28%), error:       626.26990, best error:       590.84290 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 254.4047241211s, input_fired_time: 3.8507893085, output_fired_time: 3.9692807198, propagate_forward_time: 95.5068740845, propagate_backward_time: 146.1713714600, weight_update_time: 0.2959905267, other_time: 4.9064178467
epoch time: 20.6674194336s, input_fired_time: 0.4811326563, output_fired_time: 0.0000000000, propagate_forward_time: 19.2927055359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8935813904
validation[          , genome  6950] predictions:    9810/  10000 (98.10%), best:    9828/10000 (98.28%), error:       647.07629, best error:       590.84290 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 257.5620422363s, input_fired_time: 3.8645572662, output_fired_time: 4.0386452675, propagate_forward_time: 96.9660720825, propagate_backward_time: 147.7424316406, weight_update_time: 0.3045254052, other_time: 4.9503173828
epoch time: 20.7301311493s, input_fired_time: 0.4820104837, output_fired_time: 0.0000000000, propagate_forward_time: 19.3671283722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8809928894
validation[          , genome  6950] predictions:    9803/  10000 (98.03%), best:    9828/10000 (98.28%), error:       665.27045, best error:       590.84290 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 252.6035461426s, input_fired_time: 3.8067276478, output_fired_time: 3.9792823792, propagate_forward_time: 94.4143447876, propagate_backward_time: 145.4862670898, weight_update_time: 0.2956021130, other_time: 4.9169311523
epoch time: 20.6497859955s, input_fired_time: 0.4839263260, output_fired_time: 0.0000000000, propagate_forward_time: 19.2823200226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8835391998
validation[          , genome  6950] predictions:    9805/  10000 (98.05%), best:    9828/10000 (98.28%), error:       668.75354, best error:       590.84290 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 254.7166442871s, input_fired_time: 3.8515782356, output_fired_time: 4.0079636574, propagate_forward_time: 95.3537979126, propagate_backward_time: 146.4817199707, weight_update_time: 0.3012799323, other_time: 5.0215759277
epoch time: 18.2235126495s, input_fired_time: 0.4729991257, output_fired_time: 0.0000000000, propagate_forward_time: 16.7618141174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9886989594
validation[          , genome  6950] predictions:    9801/  10000 (98.01%), best:    9828/10000 (98.28%), error:       675.51697, best error:       590.84290 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 251.8583679199s, input_fired_time: 3.8109309673, output_fired_time: 3.9757564068, propagate_forward_time: 93.6556777954, propagate_backward_time: 145.4235839844, weight_update_time: 0.2957294285, other_time: 4.9924316406
epoch time: 19.8385257721s, input_fired_time: 0.4720706344, output_fired_time: 0.0000000000, propagate_forward_time: 18.4366874695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9297676086
validation[          , genome  6950] predictions:    9814/  10000 (98.14%), best:    9828/10000 (98.28%), error:       662.35748, best error:       590.84290 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 254.3366546631s, input_fired_time: 3.8191905022, output_fired_time: 3.9768793583, propagate_forward_time: 95.6760101318, propagate_backward_time: 145.9622192383, weight_update_time: 0.3011701405, other_time: 4.9023590088
epoch time: 20.9167938232s, input_fired_time: 0.4920923412, output_fired_time: 0.0000000000, propagate_forward_time: 19.5185890198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9061126709
validation[          , genome  6950] predictions:    9803/  10000 (98.03%), best:    9828/10000 (98.28%), error:       693.11212, best error:       590.84290 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 254.0754394531s, input_fired_time: 3.8165080547, output_fired_time: 3.9780621529, propagate_forward_time: 95.1713333130, propagate_backward_time: 146.1984252930, weight_update_time: 0.2980289161, other_time: 4.9111022949
epoch time: 20.4844913483s, input_fired_time: 0.4744591713, output_fired_time: 0.0000000000, propagate_forward_time: 19.1394271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8706054688
validation[          , genome  6950] predictions:    9811/  10000 (98.11%), best:    9828/10000 (98.28%), error:       674.68774, best error:       590.84290 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 255.4474792480s, input_fired_time: 3.8520267010, output_fired_time: 3.9858577251, propagate_forward_time: 96.0782165527, propagate_backward_time: 146.6115722656, weight_update_time: 0.2987399399, other_time: 4.9198150635
epoch time: 20.4445476532s, input_fired_time: 0.4795129597, output_fired_time: 0.0000000000, propagate_forward_time: 19.0955982208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694362640
validation[          , genome  6950] predictions:    9836/  10000 (98.36%), best:    9828/10000 (98.28%), error:       617.26294, best error:       590.84290 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 250.3638153076s, input_fired_time: 3.7871069908, output_fired_time: 3.9428081512, propagate_forward_time: 93.1931076050, propagate_backward_time: 144.4027557373, weight_update_time: 0.2991683483, other_time: 5.0380401611
epoch time: 20.7009582520s, input_fired_time: 0.4757079780, output_fired_time: 0.0000000000, propagate_forward_time: 19.3610382080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8642120361
validation[          , genome  6950] predictions:    9825/  10000 (98.25%), best:    9828/10000 (98.28%), error:       638.31738, best error:       590.84290 on epoch:    71, 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: 102.1166763306s, input_fired_time: 2.4037559032, output_fired_time: 0.0000000000, propagate_forward_time: 95.1178436279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5950775146
best training[          , genome  6950] predictions:   49881/  50000 (99.76%), best:    9828/10000 (98.28%), error:       661.69037, best error:       590.84290 on epoch:    71, 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: 21.1450347900s, input_fired_time: 0.5026663542, output_fired_time: 0.0000000000, propagate_forward_time: 19.7191925049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9231758118
   testing[          , genome  6950] predictions:    9850/  10000 (98.50%), best:    9828/10000 (98.28%), error:       551.59680, best error:       590.84290 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:28:07 (976): called boinc_finish(0)

</stderr_txt>
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