Nameexact_genome_1512568488_41_6006_0
Workunit2601318
Created7 Dec 2017, 17:34:17 UTC
Sent7 Dec 2017, 17:37:58 UTC
Report deadline18 Dec 2017, 10:47:04 UTC
Received8 Dec 2017, 12:33:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 47 min 22 sec
CPU time5 hours 39 min 45 sec
Validate stateValid
Credit2,678.66
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.05 MB
Peak swap size160.33 MB
Peak disk usage2.12 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
96.64343 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 199.4806213379s, input_fired_time: 2.4118230343, output_fired_time: 2.2443575859, propagate_forward_time: 73.2556762695, propagate_backward_time: 117.4260177612, weight_update_time: 0.1791369766, other_time: 4.1427536011
epoch time: 17.0247821808s, input_fired_time: 0.3049629629, output_fired_time: 0.0000000000, propagate_forward_time: 14.9555187225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7643013000
validation[          , genome  6006] predictions:    9690/  10000 (96.90%), best:    9705/10000 (97.05%), error:      1035.69946, best error:       996.64343 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 195.6853179932s, input_fired_time: 2.3943631649, output_fired_time: 2.1740112305, propagate_forward_time: 74.0118713379, propagate_backward_time: 112.9948501587, weight_update_time: 0.1794101000, other_time: 4.1102218628
epoch time: 15.5384092331s, input_fired_time: 0.2989994884, output_fired_time: 0.0000000000, propagate_forward_time: 14.5076284409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317810059
validation[          , genome  6006] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1004.29010, best error:       996.64343 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 195.8935394287s, input_fired_time: 2.4005355835, output_fired_time: 2.1910457611, propagate_forward_time: 75.5343704224, propagate_backward_time: 110.6309127808, weight_update_time: 0.1790396869, other_time: 5.1366882324
epoch time: 15.8186206818s, input_fired_time: 0.3003043830, output_fired_time: 0.0000000000, propagate_forward_time: 14.7819671631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7363491058
validation[          , genome  6006] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       943.49408, best error:       943.49408 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 203.3233032227s, input_fired_time: 2.4656369686, output_fired_time: 2.2441599369, propagate_forward_time: 76.6387023926, propagate_backward_time: 117.6659469604, weight_update_time: 0.1963031888, other_time: 4.3088607788
epoch time: 24.6978855133s, input_fired_time: 0.4543768167, output_fired_time: 0.0000000000, propagate_forward_time: 22.0864467621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1570625305
validation[          , genome  6006] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       941.11060, best error:       941.11060 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 194.6869659424s, input_fired_time: 2.4370040894, output_fired_time: 2.1866900921, propagate_forward_time: 73.0932312012, propagate_backward_time: 112.8692016602, weight_update_time: 0.1795987636, other_time: 4.1008453369
epoch time: 15.9895725250s, input_fired_time: 0.3455742002, output_fired_time: 0.0000000000, propagate_forward_time: 14.9029569626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410411835
validation[          , genome  6006] predictions:    9693/  10000 (96.93%), best:    9707/10000 (97.07%), error:      1030.87341, best error:       941.11060 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 201.5257415771s, input_fired_time: 2.4886033535, output_fired_time: 2.2590842247, propagate_forward_time: 74.5482406616, propagate_backward_time: 117.9655685425, weight_update_time: 0.1805019379, other_time: 4.2642517090
epoch time: 15.9010658264s, input_fired_time: 0.3021788895, output_fired_time: 0.0000000000, propagate_forward_time: 14.8637065887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7351799011
validation[          , genome  6006] predictions:    9720/  10000 (97.20%), best:    9707/10000 (97.07%), error:       983.91217, best error:       941.11060 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 195.6230163574s, input_fired_time: 2.3915166855, output_fired_time: 2.1743509769, propagate_forward_time: 73.0298156738, propagate_backward_time: 112.9409255981, weight_update_time: 0.1811147332, other_time: 5.0864181519
epoch time: 20.4559516907s, input_fired_time: 0.3902347386, output_fired_time: 0.0000000000, propagate_forward_time: 19.0890693665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9766483307
validation[          , genome  6006] predictions:    9698/  10000 (96.98%), best:    9707/10000 (97.07%), error:       979.25714, best error:       941.11060 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 200.0165405273s, input_fired_time: 3.4526739120, output_fired_time: 2.2041864395, propagate_forward_time: 73.5112838745, propagate_backward_time: 115.7318496704, weight_update_time: 0.1801661700, other_time: 5.1165466309
epoch time: 16.0006141663s, input_fired_time: 0.3048805296, output_fired_time: 0.0000000000, propagate_forward_time: 14.9608106613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349233627
validation[          , genome  6006] predictions:    9681/  10000 (96.81%), best:    9707/10000 (97.07%), error:      1031.77551, best error:       941.11060 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 193.4134368896s, input_fired_time: 2.3851799965, output_fired_time: 2.1469666958, propagate_forward_time: 71.5795135498, propagate_backward_time: 112.2232360840, weight_update_time: 0.1777978688, other_time: 5.0785369873
epoch time: 15.8608760834s, input_fired_time: 0.2997316122, output_fired_time: 0.0000000000, propagate_forward_time: 14.8365507126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7245941162
validation[          , genome  6006] predictions:    9695/  10000 (96.95%), best:    9707/10000 (97.07%), error:       992.27679, best error:       941.11060 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 196.0112609863s, input_fired_time: 2.4155004025, output_fired_time: 2.1754686832, propagate_forward_time: 72.9570617676, propagate_backward_time: 113.2391204834, weight_update_time: 0.1796394140, other_time: 5.2241058350
epoch time: 15.9701747894s, input_fired_time: 0.3033645451, output_fired_time: 0.0000000000, propagate_forward_time: 14.9356927872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311172485
validation[          , genome  6006] predictions:    9683/  10000 (96.83%), best:    9707/10000 (97.07%), error:      1060.50024, best error:       941.11060 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 197.7555084229s, input_fired_time: 3.4279437065, output_fired_time: 2.2048587799, propagate_forward_time: 73.6154708862, propagate_backward_time: 114.3566894531, weight_update_time: 0.1884850711, other_time: 4.1505355835
epoch time: 14.5682392120s, input_fired_time: 0.2952271998, output_fired_time: 0.0000000000, propagate_forward_time: 13.5514631271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7215490341
validation[          , genome  6006] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       922.90668, best error:       922.90668 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 195.2475738525s, input_fired_time: 2.4094278812, output_fired_time: 2.1895067692, propagate_forward_time: 72.2659912109, propagate_backward_time: 114.2554321289, weight_update_time: 0.1812950671, other_time: 4.1272125244
epoch time: 15.7276601791s, input_fired_time: 0.3008506596, output_fired_time: 0.0000000000, propagate_forward_time: 14.6875143051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7392950058
validation[          , genome  6006] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       899.92621, best error:       899.92621 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 195.5541229248s, input_fired_time: 2.3967058659, output_fired_time: 2.1737928391, propagate_forward_time: 75.9886245728, propagate_backward_time: 110.8965835571, weight_update_time: 0.1789359897, other_time: 4.0984039307
epoch time: 15.9497756958s, input_fired_time: 0.3028407693, output_fired_time: 0.0000000000, propagate_forward_time: 14.9187402725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281942368
validation[          , genome  6006] predictions:    9692/  10000 (96.92%), best:    9753/10000 (97.53%), error:       998.57123, best error:       899.92621 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 200.1441040039s, input_fired_time: 2.4738800526, output_fired_time: 2.2285718918, propagate_forward_time: 75.6422119141, propagate_backward_time: 115.5992355347, weight_update_time: 0.1806162447, other_time: 4.2002029419
epoch time: 14.8169078827s, input_fired_time: 0.2999205589, output_fired_time: 0.0000000000, propagate_forward_time: 13.7878732681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7291135788
validation[          , genome  6006] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       920.12848, best error:       899.92621 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 195.5054168701s, input_fired_time: 2.4039032459, output_fired_time: 2.1859037876, propagate_forward_time: 73.2406921387, propagate_backward_time: 113.5436019897, weight_update_time: 0.1803899556, other_time: 4.1313247681
epoch time: 16.0511970520s, input_fired_time: 0.3081259429, output_fired_time: 0.0000000000, propagate_forward_time: 14.9929895401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500820160
validation[          , genome  6006] predictions:    9703/  10000 (97.03%), best:    9753/10000 (97.53%), error:       931.96143, best error:       899.92621 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 195.5646362305s, input_fired_time: 2.4046936035, output_fired_time: 2.1793618202, propagate_forward_time: 72.1356887817, propagate_backward_time: 113.8338775635, weight_update_time: 0.1799510866, other_time: 5.0110092163
epoch time: 15.8771629333s, input_fired_time: 0.3063763082, output_fired_time: 0.0000000000, propagate_forward_time: 14.8350009918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357854843
validation[          , genome  6006] predictions:    9713/  10000 (97.13%), best:    9753/10000 (97.53%), error:       913.07007, best error:       899.92621 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 208.6586456299s, input_fired_time: 2.5418579578, output_fired_time: 2.3296251297, propagate_forward_time: 76.9530181885, propagate_backward_time: 122.4956970215, weight_update_time: 0.1962978989, other_time: 4.3384552002
epoch time: 15.8282155991s, input_fired_time: 0.3022986650, output_fired_time: 0.0000000000, propagate_forward_time: 14.7931995392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327175140
validation[          , genome  6006] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       944.98059, best error:       899.92621 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 200.9574127197s, input_fired_time: 2.4390594959, output_fired_time: 2.2662408352, propagate_forward_time: 73.9593505859, propagate_backward_time: 117.0977783203, weight_update_time: 0.1880297363, other_time: 5.1949920654
epoch time: 16.0605506897s, input_fired_time: 0.3076284826, output_fired_time: 0.0000000000, propagate_forward_time: 15.0136451721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7392768860
validation[          , genome  6006] predictions:    9683/  10000 (96.83%), best:    9753/10000 (97.53%), error:       985.16663, best error:       899.92621 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 204.3461608887s, input_fired_time: 2.4681339264, output_fired_time: 2.2656424046, propagate_forward_time: 74.4229278564, propagate_backward_time: 120.9481353760, weight_update_time: 0.1870289445, other_time: 4.2413177490
epoch time: 15.5231142044s, input_fired_time: 0.2993981838, output_fired_time: 0.0000000000, propagate_forward_time: 14.4720163345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7516994476
validation[          , genome  6006] predictions:    9702/  10000 (97.02%), best:    9753/10000 (97.53%), error:      1001.14600, best error:       899.92621 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 203.1533660889s, input_fired_time: 2.5412914753, output_fired_time: 2.2707517147, propagate_forward_time: 75.7546920776, propagate_backward_time: 118.3393096924, weight_update_time: 0.1799375713, other_time: 4.2473220825
epoch time: 15.8877048492s, input_fired_time: 0.3047498763, output_fired_time: 0.0000000000, propagate_forward_time: 14.8499355316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7330198288
validation[          , genome  6006] predictions:    9681/  10000 (96.81%), best:    9753/10000 (97.53%), error:      1039.10242, best error:       899.92621 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 195.6222229004s, input_fired_time: 2.4163618088, output_fired_time: 2.1798176765, propagate_forward_time: 72.0573654175, propagate_backward_time: 114.8677749634, weight_update_time: 0.1786184013, other_time: 4.1008911133
epoch time: 14.8220224380s, input_fired_time: 0.2980850339, output_fired_time: 0.0000000000, propagate_forward_time: 13.7767477036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7471895218
validation[          , genome  6006] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       853.01788, best error:       853.01788 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 205.7676239014s, input_fired_time: 2.5480551720, output_fired_time: 2.2439124584, propagate_forward_time: 75.6859664917, propagate_backward_time: 121.0246276855, weight_update_time: 0.1877931207, other_time: 4.2650680542
epoch time: 14.7036437988s, input_fired_time: 0.3003776371, output_fired_time: 0.0000000000, propagate_forward_time: 13.6665639877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7367019653
validation[          , genome  6006] predictions:    9720/  10000 (97.20%), best:    9741/10000 (97.41%), error:       915.23737, best error:       853.01788 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 204.7839508057s, input_fired_time: 2.5217943192, output_fired_time: 2.2686696053, propagate_forward_time: 77.8140182495, propagate_backward_time: 117.8667144775, weight_update_time: 0.1874106526, other_time: 4.3127517700
epoch time: 14.7127370834s, input_fired_time: 0.3003781140, output_fired_time: 0.0000000000, propagate_forward_time: 13.6885156631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238435745
validation[          , genome  6006] predictions:    9737/  10000 (97.37%), best:    9741/10000 (97.41%), error:       859.09796, best error:       853.01788 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 198.0122070313s, input_fired_time: 2.4232010841, output_fired_time: 2.2081310749, propagate_forward_time: 73.8431396484, propagate_backward_time: 115.3514785767, weight_update_time: 0.1805278510, other_time: 4.1862564087
epoch time: 15.7168464661s, input_fired_time: 0.3029159009, output_fired_time: 0.0000000000, propagate_forward_time: 14.6782598495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7356710434
validation[          , genome  6006] predictions:    9725/  10000 (97.25%), best:    9741/10000 (97.41%), error:       915.90234, best error:       853.01788 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 196.1561889648s, input_fired_time: 3.4211039543, output_fired_time: 2.1798369884, propagate_forward_time: 72.2113952637, propagate_backward_time: 114.2190322876, weight_update_time: 0.1805131137, other_time: 4.1248245239
epoch time: 16.0266666412s, input_fired_time: 0.3085812926, output_fired_time: 0.0000000000, propagate_forward_time: 14.9782819748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7398033142
validation[          , genome  6006] predictions:    9694/  10000 (96.94%), best:    9741/10000 (97.41%), error:       984.13458, best error:       853.01788 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 195.4051971436s, input_fired_time: 2.4059019089, output_fired_time: 2.1628828049, propagate_forward_time: 69.9477233887, propagate_backward_time: 116.7880630493, weight_update_time: 0.1791633964, other_time: 4.1006240845
epoch time: 14.9438552856s, input_fired_time: 0.3046551347, output_fired_time: 0.0000000000, propagate_forward_time: 13.9112768173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279233932
validation[          , genome  6006] predictions:    9651/  10000 (96.51%), best:    9741/10000 (97.41%), error:      1065.53589, best error:       853.01788 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 197.9089965820s, input_fired_time: 2.4670567513, output_fired_time: 2.2382922173, propagate_forward_time: 76.5627746582, propagate_backward_time: 112.5182495117, weight_update_time: 0.1800200939, other_time: 4.1226196289
epoch time: 15.9905910492s, input_fired_time: 0.3087680936, output_fired_time: 0.0000000000, propagate_forward_time: 14.9475374222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7342853546
validation[          , genome  6006] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       969.38525, best error:       853.01788 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 196.5613555908s, input_fired_time: 2.4113931656, output_fired_time: 2.1878869534, propagate_forward_time: 73.3447113037, propagate_backward_time: 114.5060729980, weight_update_time: 0.1803078353, other_time: 4.1112976074
epoch time: 15.8579568863s, input_fired_time: 0.3037706017, output_fired_time: 0.0000000000, propagate_forward_time: 14.8302574158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239284515
validation[          , genome  6006] predictions:    9744/  10000 (97.44%), best:    9741/10000 (97.41%), error:       922.59760, best error:       853.01788 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 194.1248168945s, input_fired_time: 3.4182639122, output_fired_time: 2.1757161617, propagate_forward_time: 71.9130096436, propagate_backward_time: 112.4236984253, weight_update_time: 0.1809822917, other_time: 4.1941299438
epoch time: 16.1395988464s, input_fired_time: 0.3079993427, output_fired_time: 0.0000000000, propagate_forward_time: 15.0865020752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450971603
validation[          , genome  6006] predictions:    9700/  10000 (97.00%), best:    9741/10000 (97.41%), error:       985.58173, best error:       853.01788 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 196.2262268066s, input_fired_time: 2.4183382988, output_fired_time: 2.1766819954, propagate_forward_time: 70.5469284058, propagate_backward_time: 116.0779495239, weight_update_time: 0.1799115986, other_time: 5.0063323975
epoch time: 16.2102813721s, input_fired_time: 0.3052029312, output_fired_time: 0.0000000000, propagate_forward_time: 15.1802740097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7248048782
validation[          , genome  6006] predictions:    9724/  10000 (97.24%), best:    9741/10000 (97.41%), error:       912.52594, best error:       853.01788 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 208.0810699463s, input_fired_time: 2.6177639961, output_fired_time: 2.3696260452, propagate_forward_time: 77.6039810181, propagate_backward_time: 121.2204360962, weight_update_time: 0.1808205396, other_time: 4.2692565918
epoch time: 15.9859428406s, input_fired_time: 0.3015514612, output_fired_time: 0.0000000000, propagate_forward_time: 14.9645795822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7198114395
validation[          , genome  6006] predictions:    9597/  10000 (95.97%), best:    9741/10000 (97.41%), error:      1305.44080, best error:       853.01788 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 198.9069366455s, input_fired_time: 2.4258189201, output_fired_time: 2.2431721687, propagate_forward_time: 75.4819259644, propagate_backward_time: 113.7520294189, weight_update_time: 0.1826462597, other_time: 5.0039901733
epoch time: 15.9861526489s, input_fired_time: 0.3104442656, output_fired_time: 0.0000000000, propagate_forward_time: 14.9330949783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426137924
validation[          , genome  6006] predictions:    9697/  10000 (96.97%), best:    9741/10000 (97.41%), error:       930.60052, best error:       853.01788 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 199.0230712891s, input_fired_time: 3.4178564548, output_fired_time: 2.2093756199, propagate_forward_time: 73.0159835815, propagate_backward_time: 116.2016983032, weight_update_time: 0.1797228605, other_time: 4.1781463623
epoch time: 16.0616455078s, input_fired_time: 0.3078248501, output_fired_time: 0.0000000000, propagate_forward_time: 15.0030117035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7508087158
validation[          , genome  6006] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       860.39429, best error:       853.01788 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 201.0738525391s, input_fired_time: 2.4926705360, output_fired_time: 2.2407617569, propagate_forward_time: 75.0153579712, propagate_backward_time: 117.0998916626, weight_update_time: 0.1838576943, other_time: 4.2251586914
epoch time: 14.5968017578s, input_fired_time: 0.2999607623, output_fired_time: 0.0000000000, propagate_forward_time: 13.5688476563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279930115
validation[          , genome  6006] predictions:    9694/  10000 (96.94%), best:    9741/10000 (97.41%), error:      1046.17700, best error:       853.01788 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 211.0523376465s, input_fired_time: 2.5389606953, output_fired_time: 2.3563418388, propagate_forward_time: 77.9860763550, propagate_backward_time: 123.7396163940, weight_update_time: 0.1895425767, other_time: 4.4313430786
epoch time: 16.1774463654s, input_fired_time: 0.3270022869, output_fired_time: 0.0000000000, propagate_forward_time: 15.0950536728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7553901672
validation[          , genome  6006] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       837.86823, best error:       837.86823 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 196.4929504395s, input_fired_time: 2.4265515804, output_fired_time: 2.1905031204, propagate_forward_time: 73.3465652466, propagate_backward_time: 114.4235076904, weight_update_time: 0.1799633950, other_time: 4.1058273315
epoch time: 14.6711759567s, input_fired_time: 0.2983801961, output_fired_time: 0.0000000000, propagate_forward_time: 13.6633090973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7094869614
validation[          , genome  6006] predictions:    9703/  10000 (97.03%), best:    9749/10000 (97.49%), error:       975.66687, best error:       837.86823 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 196.2541809082s, input_fired_time: 2.4081406593, output_fired_time: 2.1804361343, propagate_forward_time: 73.2141876221, propagate_backward_time: 114.3372879028, weight_update_time: 0.1809975803, other_time: 4.1141281128
epoch time: 16.8370056152s, input_fired_time: 0.3192745745, output_fired_time: 0.0000000000, propagate_forward_time: 15.7501163483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7676143646
validation[          , genome  6006] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       879.86487, best error:       837.86823 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 195.5023040771s, input_fired_time: 2.4054958820, output_fired_time: 2.1737959385, propagate_forward_time: 70.8053588867, propagate_backward_time: 116.0269165039, weight_update_time: 0.1792894155, other_time: 4.0907287598
epoch time: 15.9612503052s, input_fired_time: 0.3090031147, output_fired_time: 0.0000000000, propagate_forward_time: 14.9110851288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7411623001
validation[          , genome  6006] predictions:    9721/  10000 (97.21%), best:    9749/10000 (97.49%), error:       902.83630, best error:       837.86823 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 194.4861450195s, input_fired_time: 2.4057259560, output_fired_time: 2.1841249466, propagate_forward_time: 70.9110717773, propagate_backward_time: 114.8582229614, weight_update_time: 0.1787644774, other_time: 4.1269912720
epoch time: 15.6696252823s, input_fired_time: 0.3038849831, output_fired_time: 0.0000000000, propagate_forward_time: 14.6507463455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149934769
validation[          , genome  6006] predictions:    9635/  10000 (96.35%), best:    9749/10000 (97.49%), error:      1156.57483, best error:       837.86823 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 196.9891052246s, input_fired_time: 3.4184098244, output_fired_time: 2.1765930653, propagate_forward_time: 72.6210937500, propagate_backward_time: 114.6680679321, weight_update_time: 0.1793071032, other_time: 4.1049423218
epoch time: 16.0146694183s, input_fired_time: 0.3078361154, output_fired_time: 0.0000000000, propagate_forward_time: 14.9690713882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7377614975
validation[          , genome  6006] predictions:    9696/  10000 (96.96%), best:    9749/10000 (97.49%), error:      1067.94360, best error:       837.86823 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 196.6774597168s, input_fired_time: 2.4259986877, output_fired_time: 2.1787168980, propagate_forward_time: 72.5515975952, propagate_backward_time: 115.4184722900, weight_update_time: 0.1819294542, other_time: 4.1026840210
epoch time: 14.5508174896s, input_fired_time: 0.3029666543, output_fired_time: 0.0000000000, propagate_forward_time: 13.5264339447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7214164734
validation[          , genome  6006] predictions:    9695/  10000 (96.95%), best:    9749/10000 (97.49%), error:      1019.89050, best error:       837.86823 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 195.5187835693s, input_fired_time: 2.4131307602, output_fired_time: 2.1746475697, propagate_forward_time: 71.8945541382, propagate_backward_time: 113.9127120972, weight_update_time: 0.1796501875, other_time: 5.1237335205
epoch time: 15.7913007736s, input_fired_time: 0.3033137023, output_fired_time: 0.0000000000, propagate_forward_time: 13.7431221008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7448654175
validation[          , genome  6006] predictions:    9679/  10000 (96.79%), best:    9749/10000 (97.49%), error:      1084.58240, best error:       837.86823 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 197.4271697998s, input_fired_time: 2.4294826984, output_fired_time: 2.1908998489, propagate_forward_time: 76.5771713257, propagate_backward_time: 112.1060562134, weight_update_time: 0.1804030985, other_time: 4.1235504150
epoch time: 16.1073627472s, input_fired_time: 0.3109569252, output_fired_time: 0.0000000000, propagate_forward_time: 15.0541915894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7422142029
validation[          , genome  6006] predictions:    9733/  10000 (97.33%), best:    9749/10000 (97.49%), error:       868.52631, best error:       837.86823 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 196.9984283447s, input_fired_time: 2.4265727997, output_fired_time: 2.1957437992, propagate_forward_time: 72.8646621704, propagate_backward_time: 115.4437026978, weight_update_time: 0.1816850752, other_time: 4.0677490234
epoch time: 14.7925119400s, input_fired_time: 0.3037427366, output_fired_time: 0.0000000000, propagate_forward_time: 13.7644786835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7242908478
validation[          , genome  6006] predictions:    9670/  10000 (96.70%), best:    9749/10000 (97.49%), error:      1047.82727, best error:       837.86823 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 203.7976989746s, input_fired_time: 2.4619126320, output_fired_time: 2.2238330841, propagate_forward_time: 75.7123260498, propagate_backward_time: 119.0972137451, weight_update_time: 0.1805684417, other_time: 4.3024139404
epoch time: 14.7800006866s, input_fired_time: 0.3048795164, output_fired_time: 0.0000000000, propagate_forward_time: 13.7471342087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279872894
validation[          , genome  6006] predictions:    9674/  10000 (96.74%), best:    9749/10000 (97.49%), error:      1032.49341, best error:       837.86823 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 198.7444763184s, input_fired_time: 2.4471833706, output_fired_time: 2.2330002785, propagate_forward_time: 74.2955627441, propagate_backward_time: 115.5612640381, weight_update_time: 0.1810830384, other_time: 4.2074584961
epoch time: 16.3832817078s, input_fired_time: 0.3106378019, output_fired_time: 0.0000000000, propagate_forward_time: 15.2656726837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8069705963
validation[          , genome  6006] predictions:    9736/  10000 (97.36%), best:    9749/10000 (97.49%), error:       857.45111, best error:       837.86823 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 198.6839904785s, input_fired_time: 2.4153177738, output_fired_time: 2.1934809685, propagate_forward_time: 75.5627822876, propagate_backward_time: 114.4420547485, weight_update_time: 0.1798255742, other_time: 4.0703582764
epoch time: 15.8836650848s, input_fired_time: 0.3055167198, output_fired_time: 0.0000000000, propagate_forward_time: 14.8471422195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310056686
validation[          , genome  6006] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       862.25720, best error:       837.86823 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 200.6250762939s, input_fired_time: 2.5237464905, output_fired_time: 2.2594332695, propagate_forward_time: 73.8386840820, propagate_backward_time: 117.8033752441, weight_update_time: 0.1887582988, other_time: 4.1998443604
epoch time: 15.7649478912s, input_fired_time: 0.3141710460, output_fired_time: 0.0000000000, propagate_forward_time: 14.7124376297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7383394241
validation[          , genome  6006] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       883.00433, best error:       837.86823 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 195.6899414063s, input_fired_time: 2.4193017483, output_fired_time: 2.1892919540, propagate_forward_time: 72.2943801880, propagate_backward_time: 114.6586532593, weight_update_time: 0.1801666319, other_time: 4.1283264160
epoch time: 16.6070594788s, input_fired_time: 0.3181871772, output_fired_time: 0.0000000000, propagate_forward_time: 15.5229368210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7659349442
validation[          , genome  6006] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       913.60864, best error:       837.86823 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 195.9526062012s, input_fired_time: 2.4127526283, output_fired_time: 2.1635270119, propagate_forward_time: 74.1049880981, propagate_backward_time: 113.1496276855, weight_update_time: 0.1795616150, other_time: 4.1217117310
epoch time: 25.6607627869s, input_fired_time: 0.5497028828, output_fired_time: 0.0000000000, propagate_forward_time: 23.8899765015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2210826874
validation[          , genome  6006] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:       932.72888, best error:       837.86823 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 197.5352172852s, input_fired_time: 2.4221427441, output_fired_time: 2.1936938763, propagate_forward_time: 73.7240295410, propagate_backward_time: 114.0888595581, weight_update_time: 0.1794135571, other_time: 5.1064834595
epoch time: 15.9596624374s, input_fired_time: 0.3075833917, output_fired_time: 0.0000000000, propagate_forward_time: 14.9097146988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423639297
validation[          , genome  6006] predictions:    9723/  10000 (97.23%), best:    9749/10000 (97.49%), error:       884.67554, best error:       837.86823 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 198.2225494385s, input_fired_time: 3.4293935299, output_fired_time: 2.2130558491, propagate_forward_time: 72.8774185181, propagate_backward_time: 114.4647598267, weight_update_time: 0.1789297014, other_time: 5.2379150391
epoch time: 16.0830268860s, input_fired_time: 0.3076600432, output_fired_time: 0.0000000000, propagate_forward_time: 15.0405073166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7348594666
validation[          , genome  6006] predictions:    9698/  10000 (96.98%), best:    9749/10000 (97.49%), error:      1011.24152, best error:       837.86823 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 196.6807250977s, input_fired_time: 3.4871015549, output_fired_time: 2.1803116798, propagate_forward_time: 73.4826660156, propagate_backward_time: 113.4107055664, weight_update_time: 0.1802799851, other_time: 4.1199340820
epoch time: 13.9526586533s, input_fired_time: 0.2900353074, output_fired_time: 0.0000000000, propagate_forward_time: 12.9646892548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979341507
validation[          , genome  6006] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       886.28650, best error:       837.86823 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 200.8948822021s, input_fired_time: 2.6190960407, output_fired_time: 2.2770349979, propagate_forward_time: 74.6847763062, propagate_backward_time: 116.1529159546, weight_update_time: 0.1825485677, other_time: 5.1610565186
epoch time: 23.7972946167s, input_fired_time: 0.4786347747, output_fired_time: 0.0000000000, propagate_forward_time: 22.1958370209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1228237152
validation[          , genome  6006] predictions:    9733/  10000 (97.33%), best:    9749/10000 (97.49%), error:       876.64264, best error:       837.86823 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 195.0831451416s, input_fired_time: 2.4183635712, output_fired_time: 2.1789851189, propagate_forward_time: 72.2683029175, propagate_backward_time: 114.0874404907, weight_update_time: 0.1796898097, other_time: 4.1300506592
epoch time: 16.1602859497s, input_fired_time: 0.3085476458, output_fired_time: 0.0000000000, propagate_forward_time: 15.1092815399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7424564362
validation[          , genome  6006] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       853.60217, best error:       837.86823 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 209.8317871094s, input_fired_time: 2.6139979362, output_fired_time: 2.4410414696, propagate_forward_time: 77.8936767578, propagate_backward_time: 121.5660018921, weight_update_time: 0.1824415475, other_time: 5.3170700073
epoch time: 16.0028953552s, input_fired_time: 0.3021656573, output_fired_time: 0.0000000000, propagate_forward_time: 14.9723043442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7284250259
validation[          , genome  6006] predictions:    9714/  10000 (97.14%), best:    9749/10000 (97.49%), error:       955.16699, best error:       837.86823 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 197.0658721924s, input_fired_time: 2.4231963158, output_fired_time: 2.2102098465, propagate_forward_time: 72.9047546387, propagate_backward_time: 115.4044647217, weight_update_time: 0.1793027371, other_time: 4.1232452393
epoch time: 15.9526376724s, input_fired_time: 0.3082866669, output_fired_time: 0.0000000000, propagate_forward_time: 14.9003372192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7440137863
validation[          , genome  6006] predictions:    9703/  10000 (97.03%), best:    9749/10000 (97.49%), error:      1003.16846, best error:       837.86823 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 197.8258972168s, input_fired_time: 2.4299769402, output_fired_time: 2.1890816689, propagate_forward_time: 72.8289718628, propagate_backward_time: 116.2539138794, weight_update_time: 0.1853907853, other_time: 4.1239471436
epoch time: 16.0698986053s, input_fired_time: 0.3074563444, output_fired_time: 0.0000000000, propagate_forward_time: 15.0121192932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7503232956
validation[          , genome  6006] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       898.35400, best error:       837.86823 on epoch:    49, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 197.4578399658s, input_fired_time: 2.4693014622, output_fired_time: 2.1821737289, propagate_forward_time: 71.3987808228, propagate_backward_time: 117.3007507324, weight_update_time: 0.1802301407, other_time: 4.1068344116
epoch time: 15.8924722672s, input_fired_time: 0.3102306724, output_fired_time: 0.0000000000, propagate_forward_time: 14.8467760086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7354660034
validation[          , genome  6006] predictions:    9645/  10000 (96.45%), best:    9749/10000 (97.49%), error:      1197.73389, best error:       837.86823 on epoch:    49, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 202.3563385010s, input_fired_time: 3.4913728237, output_fired_time: 2.3257086277, propagate_forward_time: 74.2881622314, propagate_backward_time: 118.0461959839, weight_update_time: 0.1800957024, other_time: 4.2048873901
epoch time: 16.0023612976s, input_fired_time: 0.3090988994, output_fired_time: 0.0000000000, propagate_forward_time: 14.9407339096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7525281906
validation[          , genome  6006] predictions:    9686/  10000 (96.86%), best:    9749/10000 (97.49%), error:      1017.53064, best error:       837.86823 on epoch:    49, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 200.2888031006s, input_fired_time: 3.4529030323, output_fired_time: 2.2383227348, propagate_forward_time: 75.9097213745, propagate_backward_time: 114.5810623169, weight_update_time: 0.1809949875, other_time: 4.1067962646
epoch time: 16.6598091125s, input_fired_time: 0.3524408638, output_fired_time: 0.0000000000, propagate_forward_time: 15.5284080505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7789592743
validation[          , genome  6006] predictions:    9717/  10000 (97.17%), best:    9749/10000 (97.49%), error:       930.08740, best error:       837.86823 on epoch:    49, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 209.8975982666s, input_fired_time: 2.6585698128, output_fired_time: 2.3434557915, propagate_forward_time: 77.7330780029, propagate_backward_time: 122.8842468262, weight_update_time: 0.1805214137, other_time: 4.2782440186
epoch time: 16.0340023041s, input_fired_time: 0.3344045579, output_fired_time: 0.0000000000, propagate_forward_time: 14.9472141266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523832321
validation[          , genome  6006] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       899.14136, best error:       837.86823 on epoch:    49, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 203.7141418457s, input_fired_time: 2.4887497425, output_fired_time: 2.2196948528, propagate_forward_time: 75.2651977539, propagate_backward_time: 119.5463333130, weight_update_time: 0.1896047741, other_time: 4.1941604614
epoch time: 15.9245700836s, input_fired_time: 0.3062844872, output_fired_time: 0.0000000000, propagate_forward_time: 14.8862953186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7319898605
validation[          , genome  6006] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       872.27533, best error:       837.86823 on epoch:    49, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 198.6613159180s, input_fired_time: 3.4424080849, output_fired_time: 3.2221491337, propagate_forward_time: 73.0134506226, propagate_backward_time: 114.7944946289, weight_update_time: 0.1810864806, other_time: 4.1888046265
epoch time: 14.7346706390s, input_fired_time: 0.3001566231, output_fired_time: 0.0000000000, propagate_forward_time: 13.7257061005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088079453
validation[          , genome  6006] predictions:    9741/  10000 (97.41%), best:    9749/10000 (97.49%), error:       914.41150, best error:       837.86823 on epoch:    49, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 210.4515228271s, input_fired_time: 2.6621358395, output_fired_time: 2.3251907825, propagate_forward_time: 77.6098632813, propagate_backward_time: 122.4671783447, weight_update_time: 0.1971404850, other_time: 5.3871459961
epoch time: 15.6750659943s, input_fired_time: 0.3068596721, output_fired_time: 0.0000000000, propagate_forward_time: 14.6242876053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7439184189
validation[          , genome  6006] predictions:    9699/  10000 (96.99%), best:    9749/10000 (97.49%), error:       962.29065, best error:       837.86823 on epoch:    49, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 198.3517150879s, input_fired_time: 2.4466950893, output_fired_time: 2.1990201473, propagate_forward_time: 75.1632003784, propagate_backward_time: 114.4394760132, weight_update_time: 0.1816499382, other_time: 4.1033172607
epoch time: 15.9400749207s, input_fired_time: 0.3095049262, output_fired_time: 0.0000000000, propagate_forward_time: 14.8915357590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7390346527
validation[          , genome  6006] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       896.89478, best error:       837.86823 on epoch:    49, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 201.3069763184s, input_fired_time: 2.4888613224, output_fired_time: 2.2561595440, propagate_forward_time: 73.9218597412, propagate_backward_time: 118.4344406128, weight_update_time: 0.1886049062, other_time: 4.2056503296
epoch time: 14.3269433975s, input_fired_time: 0.3013627529, output_fired_time: 0.0000000000, propagate_forward_time: 13.3039464951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7216339111
validation[          , genome  6006] predictions:    9720/  10000 (97.20%), best:    9749/10000 (97.49%), error:       899.64453, best error:       837.86823 on epoch:    49, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 198.7832946777s, input_fired_time: 2.4538283348, output_fired_time: 3.1979310513, propagate_forward_time: 73.3540954590, propagate_backward_time: 114.6658325195, weight_update_time: 0.1798515320, other_time: 5.1116027832
epoch time: 17.5591545105s, input_fired_time: 0.3492361009, output_fired_time: 0.0000000000, propagate_forward_time: 16.4522323608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7576866150
validation[          , genome  6006] predictions:    9681/  10000 (96.81%), best:    9749/10000 (97.49%), error:       994.22913, best error:       837.86823 on epoch:    49, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 200.0399475098s, input_fired_time: 2.4581913948, output_fired_time: 3.2150161266, propagate_forward_time: 74.8901901245, propagate_backward_time: 115.2997055054, weight_update_time: 0.1818156093, other_time: 4.1768493652
epoch time: 18.2396125793s, input_fired_time: 0.3718465865, output_fired_time: 0.0000000000, propagate_forward_time: 17.1469230652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208423615
validation[          , genome  6006] predictions:    9675/  10000 (96.75%), best:    9749/10000 (97.49%), error:      1077.31421, best error:       837.86823 on epoch:    49, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 213.0917968750s, input_fired_time: 2.5735602379, output_fired_time: 2.3476591110, propagate_forward_time: 80.2021484375, propagate_backward_time: 123.4305496216, weight_update_time: 0.1810677797, other_time: 4.5378799438
epoch time: 16.1166725159s, input_fired_time: 0.3121858537, output_fired_time: 0.0000000000, propagate_forward_time: 15.0630350113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7414512634
validation[          , genome  6006] predictions:    9702/  10000 (97.02%), best:    9749/10000 (97.49%), error:      1009.48651, best error:       837.86823 on epoch:    49, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 204.2270965576s, input_fired_time: 2.5278103352, output_fired_time: 2.2731320858, propagate_forward_time: 76.2589645386, propagate_backward_time: 118.9719848633, weight_update_time: 0.1794336140, other_time: 4.1951980591
epoch time: 16.3407421112s, input_fired_time: 0.3107829094, output_fired_time: 0.0000000000, propagate_forward_time: 15.2406406403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7893180847
validation[          , genome  6006] predictions:    9715/  10000 (97.15%), best:    9749/10000 (97.49%), error:       918.60840, best error:       837.86823 on epoch:    49, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 204.8183898926s, input_fired_time: 2.4950220585, output_fired_time: 2.2642607689, propagate_forward_time: 75.9044952393, propagate_backward_time: 119.7582626343, weight_update_time: 0.1882243603, other_time: 4.3963394165
epoch time: 15.9803018570s, input_fired_time: 0.3093349040, output_fired_time: 0.0000000000, propagate_forward_time: 14.9275150299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7434520721
validation[          , genome  6006] predictions:    9710/  10000 (97.10%), best:    9749/10000 (97.49%), error:       970.17871, best error:       837.86823 on epoch:    49, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 196.2947845459s, input_fired_time: 3.4308381081, output_fired_time: 2.1815350056, propagate_forward_time: 74.2461853027, propagate_backward_time: 112.3018035889, weight_update_time: 0.1792082936, other_time: 4.1344299316
epoch time: 14.6843252182s, input_fired_time: 0.3043677807, output_fired_time: 0.0000000000, propagate_forward_time: 13.6367616653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7431955338
validation[          , genome  6006] predictions:    9731/  10000 (97.31%), best:    9749/10000 (97.49%), error:       877.86017, best error:       837.86823 on epoch:    49, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 196.9125518799s, input_fired_time: 2.4542193413, output_fired_time: 2.1860127449, propagate_forward_time: 74.7399902344, propagate_backward_time: 113.3837356567, weight_update_time: 0.1813922375, other_time: 4.1485824585
epoch time: 16.0031242371s, input_fired_time: 0.3098235428, output_fired_time: 0.0000000000, propagate_forward_time: 14.9570541382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7362461090
validation[          , genome  6006] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       802.73499, best error:       802.73499 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 195.9386291504s, input_fired_time: 2.4305965900, output_fired_time: 2.1800298691, propagate_forward_time: 72.0725097656, propagate_backward_time: 115.1479034424, weight_update_time: 0.1791335344, other_time: 4.1075897217
epoch time: 15.9158048630s, input_fired_time: 0.3093847334, output_fired_time: 0.0000000000, propagate_forward_time: 14.8702774048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7361431122
validation[          , genome  6006] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       942.35706, best error:       802.73499 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 205.8051605225s, input_fired_time: 2.5116596222, output_fired_time: 2.3511700630, propagate_forward_time: 75.9762573242, propagate_backward_time: 120.6797866821, weight_update_time: 0.1808136851, other_time: 4.2862930298
epoch time: 15.9586706161s, input_fired_time: 0.3094678819, output_fired_time: 0.0000000000, propagate_forward_time: 14.8966627121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7525396347
validation[          , genome  6006] predictions:    9721/  10000 (97.21%), best:    9758/10000 (97.58%), error:       936.90619, best error:       802.73499 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 197.5006561279s, input_fired_time: 2.4933705330, output_fired_time: 2.1776695251, propagate_forward_time: 72.8490447998, propagate_backward_time: 115.8456268311, weight_update_time: 0.1798767895, other_time: 4.1349334717
epoch time: 15.4368276596s, input_fired_time: 0.3126580119, output_fired_time: 0.0000000000, propagate_forward_time: 14.4151029587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7090663910
validation[          , genome  6006] predictions:    9712/  10000 (97.12%), best:    9758/10000 (97.58%), error:       970.02484, best error:       802.73499 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 199.4571533203s, input_fired_time: 2.4439568520, output_fired_time: 2.2143647671, propagate_forward_time: 75.7726364136, propagate_backward_time: 114.9263229370, weight_update_time: 0.1795958877, other_time: 4.0998687744
epoch time: 15.8533048630s, input_fired_time: 0.3081386089, output_fired_time: 0.0000000000, propagate_forward_time: 14.8042402267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7409257889
validation[          , genome  6006] predictions:    9714/  10000 (97.14%), best:    9758/10000 (97.58%), error:       897.19775, best error:       802.73499 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 196.8886718750s, input_fired_time: 2.4429047108, output_fired_time: 2.1838285923, propagate_forward_time: 70.5545730591, propagate_backward_time: 117.6073455811, weight_update_time: 0.1803959608, other_time: 4.1000289917
epoch time: 16.0641059875s, input_fired_time: 0.3109598458, output_fired_time: 0.0000000000, propagate_forward_time: 15.0131406784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400054932
validation[          , genome  6006] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       980.23938, best error:       802.73499 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 197.7838592529s, input_fired_time: 2.4730491638, output_fired_time: 2.2132427692, propagate_forward_time: 73.9159011841, propagate_backward_time: 115.0459060669, weight_update_time: 0.1805092096, other_time: 4.1357574463
epoch time: 15.5553979874s, input_fired_time: 0.3019819856, output_fired_time: 0.0000000000, propagate_forward_time: 13.5175542831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7358617783
validation[          , genome  6006] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       884.87988, best error:       802.73499 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 205.7015838623s, input_fired_time: 2.5255606174, output_fired_time: 2.3907349110, propagate_forward_time: 75.1701583862, propagate_backward_time: 121.3087158203, weight_update_time: 0.1936157793, other_time: 4.3064193726
epoch time: 16.1198425293s, input_fired_time: 1.3273569345, output_fired_time: 0.0000000000, propagate_forward_time: 14.0457801819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7467050552
validation[          , genome  6006] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       941.45239, best error:       802.73499 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 196.6242218018s, input_fired_time: 2.4327538013, output_fired_time: 2.1757311821, propagate_forward_time: 73.4886550903, propagate_backward_time: 114.3725357056, weight_update_time: 0.1795487851, other_time: 4.1545410156
epoch time: 14.8098239899s, input_fired_time: 0.3069154024, output_fired_time: 0.0000000000, propagate_forward_time: 13.7804937363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7224149704
validation[          , genome  6006] predictions:    9707/  10000 (97.07%), best:    9758/10000 (97.58%), error:      1001.91998, best error:       802.73499 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 197.5459289551s, input_fired_time: 2.4544713497, output_fired_time: 2.1955704689, propagate_forward_time: 73.7084655762, propagate_backward_time: 115.0768890381, weight_update_time: 0.1812588573, other_time: 4.1105346680
epoch time: 15.8494100571s, input_fired_time: 1.3165049553, output_fired_time: 0.0000000000, propagate_forward_time: 13.8006620407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7322435379
validation[          , genome  6006] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       885.50061, best error:       802.73499 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 197.1727142334s, input_fired_time: 2.4364602566, output_fired_time: 2.1897220612, propagate_forward_time: 72.6188888550, propagate_backward_time: 115.7907257080, weight_update_time: 0.1805990785, other_time: 4.1369094849
epoch time: 15.8477859497s, input_fired_time: 0.3062614501, output_fired_time: 0.0000000000, propagate_forward_time: 13.6829948425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8585300446
validation[          , genome  6006] predictions:    9692/  10000 (96.92%), best:    9758/10000 (97.58%), error:       982.75134, best error:       802.73499 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 194.4014892578s, input_fired_time: 2.4462659359, output_fired_time: 3.2036237717, propagate_forward_time: 71.4494476318, propagate_backward_time: 113.2079772949, weight_update_time: 0.1790977567, other_time: 4.0941772461
epoch time: 16.1213665009s, input_fired_time: 0.3137371540, output_fired_time: 0.0000000000, propagate_forward_time: 15.0644130707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432165146
validation[          , genome  6006] predictions:    9703/  10000 (97.03%), best:    9758/10000 (97.58%), error:       929.59613, best error:       802.73499 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 204.1102142334s, input_fired_time: 3.5240375996, output_fired_time: 2.2706050873, propagate_forward_time: 76.1699295044, propagate_backward_time: 117.8610839844, weight_update_time: 0.1801939011, other_time: 4.2845687866
epoch time: 15.7080717087s, input_fired_time: 0.3055681288, output_fired_time: 0.0000000000, propagate_forward_time: 14.6806831360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7218208313
validation[          , genome  6006] predictions:    9715/  10000 (97.15%), best:    9758/10000 (97.58%), error:       921.22601, best error:       802.73499 on epoch:    88, 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: 79.1061325073s, input_fired_time: 2.5685505867, output_fired_time: 0.0000000000, propagate_forward_time: 72.6527175903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8848648071
best training[          , genome  6006] predictions:   49609/  50000 (99.22%), best:    9758/10000 (97.58%), error:      1535.62891, best error:       802.73499 on epoch:    88, 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: 19.1158084869s, input_fired_time: 0.3927555084, output_fired_time: 0.0000000000, propagate_forward_time: 17.7760753632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9469776154
   testing[          , genome  6006] predictions:    9778/  10000 (97.78%), best:    9758/10000 (97.58%), error:       757.38892, best error:       802.73499 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:45:13 (10820): called boinc_finish(0)

</stderr_txt>
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