Nameexact_genome_1542579005_185_6296_0
Workunit4098190
Created19 Nov 2018, 0:50:07 UTC
Sent19 Nov 2018, 14:53:47 UTC
Report deadline3 Feb 2019, 17:01:34 UTC
Received23 Nov 2018, 4:13:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID31505
Run time1 days 4 hours 10 min 57 sec
CPU time1 days 3 hours 55 min 59 sec
Validate stateValid
Credit19,166.84
Device peak FLOPS4.20 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size515.03 MB
Peak swap size512.96 MB
Peak disk usage9.94 MB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
weight_decay: 0.0002438374

epoch time: 924.7813720703s, input_fired_time: 6.8560795784, output_fired_time: 6.6305184364, propagate_forward_time: 346.6765136719, propagate_backward_time: 554.7841796875, weight_update_time: 0.9951913953, other_time: 9.8341064453
epoch time: 71.9466247559s, input_fired_time: 0.8383815289, output_fired_time: 0.0000000000, propagate_forward_time: 69.3846893311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7235565186
validation[          , genome  6296] predictions:    5353/  10000 (53.53%), best:    5253/10000 (52.53%), error:     14752.11621, best error:     14517.96289 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 926.3665161133s, input_fired_time: 6.8588857651, output_fired_time: 6.6384034157, propagate_forward_time: 346.9143066406, propagate_backward_time: 556.0936279297, weight_update_time: 0.9957755208, other_time: 9.8612670898
epoch time: 71.8796310425s, input_fired_time: 0.8383558393, output_fired_time: 0.0000000000, propagate_forward_time: 69.3077926636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7334823608
validation[          , genome  6296] predictions:    5447/  10000 (54.47%), best:    5447/10000 (54.47%), error:     14140.33789, best error:     14140.33789 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 925.9270629883s, input_fired_time: 6.8688430786, output_fired_time: 6.6428537369, propagate_forward_time: 347.1056213379, propagate_backward_time: 555.5183715820, weight_update_time: 0.9871521592, other_time: 9.7913208008
epoch time: 71.8769989014s, input_fired_time: 0.8369192481, output_fired_time: 0.0000000000, propagate_forward_time: 69.3264465332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7136306763
validation[          , genome  6296] predictions:    5237/  10000 (52.37%), best:    5447/10000 (54.47%), error:     15267.00977, best error:     14140.33789 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 925.6384887695s, input_fired_time: 6.9043540955, output_fired_time: 6.6587677002, propagate_forward_time: 346.8681335449, propagate_backward_time: 555.3877563477, weight_update_time: 0.9901098013, other_time: 9.8195190430
epoch time: 72.1897888184s, input_fired_time: 0.8520440459, output_fired_time: 0.0000000000, propagate_forward_time: 69.6156005859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7221450806
validation[          , genome  6296] predictions:    5556/  10000 (55.56%), best:    5556/10000 (55.56%), error:     13679.13086, best error:     13679.13086 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 926.4462890625s, input_fired_time: 6.9182500839, output_fired_time: 6.6211366653, propagate_forward_time: 347.1181945801, propagate_backward_time: 555.9603271484, weight_update_time: 0.9996536970, other_time: 9.8283691406
epoch time: 71.9039001465s, input_fired_time: 0.8559800386, output_fired_time: 0.0000000000, propagate_forward_time: 69.3219223022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7259979248
validation[          , genome  6296] predictions:    5443/  10000 (54.43%), best:    5556/10000 (55.56%), error:     13999.12695, best error:     13679.13086 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 925.0247802734s, input_fired_time: 6.9121317863, output_fired_time: 6.6019692421, propagate_forward_time: 346.3425903320, propagate_backward_time: 555.3105468750, weight_update_time: 0.9940925241, other_time: 9.8575439453
epoch time: 71.7098541260s, input_fired_time: 0.8521941304, output_fired_time: 0.0000000000, propagate_forward_time: 69.1482772827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7093811035
validation[          , genome  6296] predictions:    5592/  10000 (55.92%), best:    5592/10000 (55.92%), error:     13455.06152, best error:     13455.06152 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 926.3677368164s, input_fired_time: 6.9187445641, output_fired_time: 6.6302499771, propagate_forward_time: 347.4179687500, propagate_backward_time: 555.5554199219, weight_update_time: 0.9974120855, other_time: 9.8453369141
epoch time: 72.0953063965s, input_fired_time: 0.8472710848, output_fired_time: 0.0000000000, propagate_forward_time: 69.5316162109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7164154053
validation[          , genome  6296] predictions:    5340/  10000 (53.40%), best:    5592/10000 (55.92%), error:     14638.37402, best error:     13455.06152 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 926.4036865234s, input_fired_time: 6.9117250443, output_fired_time: 6.6195421219, propagate_forward_time: 346.9717407227, propagate_backward_time: 556.0458374023, weight_update_time: 0.9940541983, other_time: 9.8547973633
epoch time: 71.8306121826s, input_fired_time: 0.8560737967, output_fired_time: 0.0000000000, propagate_forward_time: 69.2682342529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7063064575
validation[          , genome  6296] predictions:    5477/  10000 (54.77%), best:    5592/10000 (55.92%), error:     13644.45410, best error:     13455.06152 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 928.3830566406s, input_fired_time: 6.9460377693, output_fired_time: 6.6192808151, propagate_forward_time: 347.9109497070, propagate_backward_time: 557.0620727539, weight_update_time: 0.9881498814, other_time: 9.8447265625
epoch time: 72.3633499146s, input_fired_time: 0.8597903252, output_fired_time: 0.0000000000, propagate_forward_time: 69.7744369507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7291259766
validation[          , genome  6296] predictions:    5344/  10000 (53.44%), best:    5592/10000 (55.92%), error:     14388.30664, best error:     13455.06152 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 949.6621704102s, input_fired_time: 7.0684738159, output_fired_time: 6.8072013855, propagate_forward_time: 355.9431762695, propagate_backward_time: 569.9066772461, weight_update_time: 0.9986625910, other_time: 9.9366455078
epoch time: 72.2240905762s, input_fired_time: 0.8584072590, output_fired_time: 0.0000000000, propagate_forward_time: 69.6419677734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7237167358
validation[          , genome  6296] predictions:    5472/  10000 (54.72%), best:    5592/10000 (55.92%), error:     13881.08398, best error:     13455.06152 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 925.6231079102s, input_fired_time: 6.9360275269, output_fired_time: 6.6446261406, propagate_forward_time: 347.0362854004, propagate_backward_time: 555.1290893555, weight_update_time: 0.9974738359, other_time: 9.8770141602
epoch time: 72.2242889404s, input_fired_time: 0.8720104694, output_fired_time: 0.0000000000, propagate_forward_time: 69.6472167969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7050628662
validation[          , genome  6296] predictions:    5726/  10000 (57.26%), best:    5726/10000 (57.26%), error:     13173.93848, best error:     13173.93848 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 926.1011962891s, input_fired_time: 6.9326725006, output_fired_time: 6.6481547356, propagate_forward_time: 346.9687805176, propagate_backward_time: 555.7369995117, weight_update_time: 0.9888246655, other_time: 9.8146362305
epoch time: 72.0684356689s, input_fired_time: 0.8658140898, output_fired_time: 0.0000000000, propagate_forward_time: 69.4927902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7098312378
validation[          , genome  6296] predictions:    5490/  10000 (54.90%), best:    5726/10000 (57.26%), error:     14099.54395, best error:     13173.93848 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 926.2526855469s, input_fired_time: 6.9600629807, output_fired_time: 6.6535863876, propagate_forward_time: 347.1478271484, propagate_backward_time: 555.6986694336, weight_update_time: 0.9956308007, other_time: 9.7925415039
epoch time: 72.0458374023s, input_fired_time: 0.8630888462, output_fired_time: 0.0000000000, propagate_forward_time: 69.4686126709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7141342163
validation[          , genome  6296] predictions:    5365/  10000 (53.65%), best:    5726/10000 (57.26%), error:     14426.61133, best error:     13173.93848 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 926.0810546875s, input_fired_time: 6.9490976334, output_fired_time: 6.6338810921, propagate_forward_time: 346.8898315430, propagate_backward_time: 555.7663574219, weight_update_time: 0.9955929518, other_time: 9.8418579102
epoch time: 72.0682449341s, input_fired_time: 0.8590233922, output_fired_time: 0.0000000000, propagate_forward_time: 69.4958724976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7133483887
validation[          , genome  6296] predictions:    5497/  10000 (54.97%), best:    5726/10000 (57.26%), error:     14102.12988, best error:     13173.93848 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 926.6306152344s, input_fired_time: 6.9514427185, output_fired_time: 6.6163024902, propagate_forward_time: 346.9960021973, propagate_backward_time: 556.2311401367, weight_update_time: 0.9937559962, other_time: 9.8357543945
epoch time: 71.9488525391s, input_fired_time: 0.8675188422, output_fired_time: 0.0000000000, propagate_forward_time: 69.3641281128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7172088623
validation[          , genome  6296] predictions:    5534/  10000 (55.34%), best:    5726/10000 (57.26%), error:     13941.20215, best error:     13173.93848 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 926.8936767578s, input_fired_time: 6.9777078629, output_fired_time: 6.6226429939, propagate_forward_time: 347.6373901367, propagate_backward_time: 555.7874145508, weight_update_time: 0.9986580014, other_time: 9.8685302734
epoch time: 72.1183547974s, input_fired_time: 0.8689513803, output_fired_time: 0.0000000000, propagate_forward_time: 69.5191879272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7302169800
validation[          , genome  6296] predictions:    5695/  10000 (56.95%), best:    5726/10000 (57.26%), error:     13277.06445, best error:     13173.93848 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 925.6361694336s, input_fired_time: 6.9819369316, output_fired_time: 6.5988912582, propagate_forward_time: 347.0899047852, propagate_backward_time: 555.1156005859, weight_update_time: 0.9874833226, other_time: 9.8498535156
epoch time: 71.8345718384s, input_fired_time: 0.8647590876, output_fired_time: 0.0000000000, propagate_forward_time: 69.2428436279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7269668579
validation[          , genome  6296] predictions:    5505/  10000 (55.05%), best:    5726/10000 (57.26%), error:     14455.59863, best error:     13173.93848 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 923.3933715820s, input_fired_time: 6.9750261307, output_fired_time: 6.6349353790, propagate_forward_time: 345.8074340820, propagate_backward_time: 554.1597290039, weight_update_time: 0.9903081059, other_time: 9.8162231445
epoch time: 71.8047943115s, input_fired_time: 0.8723413944, output_fired_time: 0.0000000000, propagate_forward_time: 69.1988220215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7336273193
validation[          , genome  6296] predictions:    5709/  10000 (57.09%), best:    5709/10000 (57.09%), error:     12976.20703, best error:     12976.20703 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 923.8459472656s, input_fired_time: 6.9841189384, output_fired_time: 6.6129245758, propagate_forward_time: 345.9429931641, propagate_backward_time: 554.4973754883, weight_update_time: 0.9968934059, other_time: 9.8085327148
epoch time: 72.1108703613s, input_fired_time: 0.8702737689, output_fired_time: 0.0000000000, propagate_forward_time: 69.4835357666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7570571899
validation[          , genome  6296] predictions:    5508/  10000 (55.08%), best:    5709/10000 (57.09%), error:     13747.60449, best error:     12976.20703 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 925.1292724609s, input_fired_time: 6.9951000214, output_fired_time: 6.6317162514, propagate_forward_time: 346.8795776367, propagate_backward_time: 554.8266601563, weight_update_time: 0.9901752472, other_time: 9.7962036133
epoch time: 71.6671295166s, input_fired_time: 0.8760297894, output_fired_time: 0.0000000000, propagate_forward_time: 69.1018218994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6892776489
validation[          , genome  6296] predictions:    5668/  10000 (56.68%), best:    5709/10000 (57.09%), error:     13238.67383, best error:     12976.20703 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 927.6919555664s, input_fired_time: 7.0015897751, output_fired_time: 6.6726593971, propagate_forward_time: 347.4266052246, propagate_backward_time: 556.7235717773, weight_update_time: 0.9959075451, other_time: 9.8674926758
epoch time: 71.8884353638s, input_fired_time: 0.8804991841, output_fired_time: 0.0000000000, propagate_forward_time: 69.3068771362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7010574341
validation[          , genome  6296] predictions:    5914/  10000 (59.14%), best:    5914/10000 (59.14%), error:     12589.05273, best error:     12589.05273 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 923.9501953125s, input_fired_time: 6.9946804047, output_fired_time: 6.6253161430, propagate_forward_time: 346.4884643555, propagate_backward_time: 554.0442504883, weight_update_time: 0.9927815795, other_time: 9.7974853516
epoch time: 71.9066772461s, input_fired_time: 0.8552179933, output_fired_time: 0.0000000000, propagate_forward_time: 69.3330612183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7183990479
validation[          , genome  6296] predictions:    5390/  10000 (53.90%), best:    5914/10000 (59.14%), error:     14228.99121, best error:     12589.05273 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 923.9935913086s, input_fired_time: 6.9898138046, output_fired_time: 6.6383566856, propagate_forward_time: 346.8318481445, propagate_backward_time: 553.7192993164, weight_update_time: 0.9943192005, other_time: 9.8142700195
epoch time: 71.9137649536s, input_fired_time: 0.8733927608, output_fired_time: 0.0000000000, propagate_forward_time: 69.3249359131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7154388428
validation[          , genome  6296] predictions:    5737/  10000 (57.37%), best:    5914/10000 (59.14%), error:     12835.02344, best error:     12589.05273 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 924.8653564453s, input_fired_time: 7.0276808739, output_fired_time: 6.6128292084, propagate_forward_time: 347.0693054199, propagate_backward_time: 554.3463134766, weight_update_time: 0.9909222126, other_time: 9.8092041016
epoch time: 71.8112792969s, input_fired_time: 0.8738029599, output_fired_time: 0.0000000000, propagate_forward_time: 69.2199935913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7174835205
validation[          , genome  6296] predictions:    5776/  10000 (57.76%), best:    5914/10000 (59.14%), error:     13276.74121, best error:     12589.05273 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 924.3594360352s, input_fired_time: 7.0236201286, output_fired_time: 6.6077919006, propagate_forward_time: 346.3664245605, propagate_backward_time: 554.5804443359, weight_update_time: 0.9940375686, other_time: 9.7811279297
epoch time: 72.1189956665s, input_fired_time: 0.8723555803, output_fired_time: 0.0000000000, propagate_forward_time: 69.5177688599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7288742065
validation[          , genome  6296] predictions:    5582/  10000 (55.82%), best:    5914/10000 (59.14%), error:     13553.30078, best error:     12589.05273 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 924.5947875977s, input_fired_time: 7.0165081024, output_fired_time: 6.6166172028, propagate_forward_time: 346.4422607422, propagate_backward_time: 554.6983642578, weight_update_time: 0.9882604480, other_time: 9.8210449219
epoch time: 71.9972763062s, input_fired_time: 0.8833207488, output_fired_time: 0.0000000000, propagate_forward_time: 69.3801879883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7337646484
validation[          , genome  6296] predictions:    5822/  10000 (58.22%), best:    5914/10000 (59.14%), error:     12935.50684, best error:     12589.05273 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 925.3215332031s, input_fired_time: 7.0527386665, output_fired_time: 6.6017336845, propagate_forward_time: 346.9524230957, propagate_backward_time: 554.9147338867, weight_update_time: 0.9993947148, other_time: 9.7998657227
epoch time: 71.7588958740s, input_fired_time: 0.8769259453, output_fired_time: 0.0000000000, propagate_forward_time: 69.1633071899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7186660767
validation[          , genome  6296] predictions:    5826/  10000 (58.26%), best:    5826/10000 (58.26%), error:     12557.80371, best error:     12557.80371 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 925.0667114258s, input_fired_time: 7.0599589348, output_fired_time: 6.6220278740, propagate_forward_time: 346.6540222168, propagate_backward_time: 554.8912963867, weight_update_time: 1.0015375614, other_time: 9.8394165039
epoch time: 72.1934432983s, input_fired_time: 0.8833982944, output_fired_time: 0.0000000000, propagate_forward_time: 69.5937347412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7163085938
validation[          , genome  6296] predictions:    5909/  10000 (59.09%), best:    5909/10000 (59.09%), error:     12509.55957, best error:     12509.55957 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 925.1436767578s, input_fired_time: 7.0496726036, output_fired_time: 6.6262936592, propagate_forward_time: 346.3926391602, propagate_backward_time: 555.2771606445, weight_update_time: 0.9910367131, other_time: 9.7979125977
epoch time: 71.8106842041s, input_fired_time: 0.8795097470, output_fired_time: 0.0000000000, propagate_forward_time: 69.2280197144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7031555176
validation[          , genome  6296] predictions:    5755/  10000 (57.55%), best:    5909/10000 (59.09%), error:     13078.40527, best error:     12509.55957 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 924.8274536133s, input_fired_time: 7.0373759270, output_fired_time: 6.6298303604, propagate_forward_time: 346.5206298828, propagate_backward_time: 554.8482666016, weight_update_time: 0.9959164262, other_time: 9.7913818359
epoch time: 71.9046325684s, input_fired_time: 0.8712232709, output_fired_time: 0.0000000000, propagate_forward_time: 69.3274993896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7059097290
validation[          , genome  6296] predictions:    5820/  10000 (58.20%), best:    5909/10000 (59.09%), error:     12838.95410, best error:     12509.55957 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 926.3742065430s, input_fired_time: 7.0304179192, output_fired_time: 6.6283397675, propagate_forward_time: 347.0822448730, propagate_backward_time: 555.7723999023, weight_update_time: 0.9885361195, other_time: 9.8607788086
epoch time: 71.9244232178s, input_fired_time: 0.8672768474, output_fired_time: 0.0000000000, propagate_forward_time: 69.3386535645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7184906006
validation[          , genome  6296] predictions:    5775/  10000 (57.75%), best:    5909/10000 (59.09%), error:     12833.88574, best error:     12509.55957 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 931.8659667969s, input_fired_time: 7.0462455750, output_fired_time: 6.6654334068, propagate_forward_time: 349.3206787109, propagate_backward_time: 558.9727172852, weight_update_time: 0.9989903569, other_time: 9.8609008789
epoch time: 71.9239730835s, input_fired_time: 0.8865839839, output_fired_time: 0.0000000000, propagate_forward_time: 69.3078613281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7295303345
validation[          , genome  6296] predictions:    5849/  10000 (58.49%), best:    5909/10000 (59.09%), error:     12696.32129, best error:     12509.55957 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 924.6693725586s, input_fired_time: 7.0675206184, output_fired_time: 6.6127738953, propagate_forward_time: 346.1695251465, propagate_backward_time: 555.0083007813, weight_update_time: 0.9910038710, other_time: 9.8112792969
epoch time: 71.8799743652s, input_fired_time: 0.8922444582, output_fired_time: 0.0000000000, propagate_forward_time: 69.2817001343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7060317993
validation[          , genome  6296] predictions:    5904/  10000 (59.04%), best:    5909/10000 (59.09%), error:     12741.35938, best error:     12509.55957 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 925.8849487305s, input_fired_time: 7.0791192055, output_fired_time: 6.6360907555, propagate_forward_time: 346.9341125488, propagate_backward_time: 555.4375000000, weight_update_time: 0.9932133555, other_time: 9.7980957031
epoch time: 72.0165710449s, input_fired_time: 0.8952754140, output_fired_time: 0.0000000000, propagate_forward_time: 69.4095840454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7117080688
validation[          , genome  6296] predictions:    5895/  10000 (58.95%), best:    5895/10000 (58.95%), error:     12315.77246, best error:     12315.77246 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 926.1707153320s, input_fired_time: 7.1115055084, output_fired_time: 6.6283488274, propagate_forward_time: 347.0524597168, propagate_backward_time: 555.5729370117, weight_update_time: 0.9925944209, other_time: 9.8054809570
epoch time: 71.9122009277s, input_fired_time: 0.8897357583, output_fired_time: 0.0000000000, propagate_forward_time: 69.3066406250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7158279419
validation[          , genome  6296] predictions:    5766/  10000 (57.66%), best:    5895/10000 (58.95%), error:     12884.89453, best error:     12315.77246 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 924.7658691406s, input_fired_time: 7.1060810089, output_fired_time: 6.6372528076, propagate_forward_time: 346.4850158691, propagate_backward_time: 554.7308959961, weight_update_time: 0.9821311235, other_time: 9.8065795898
epoch time: 72.0140075684s, input_fired_time: 0.8930374384, output_fired_time: 0.0000000000, propagate_forward_time: 69.4045181274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7164535522
validation[          , genome  6296] predictions:    5966/  10000 (59.66%), best:    5966/10000 (59.66%), error:     12313.24121, best error:     12313.24121 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 925.9137573242s, input_fired_time: 7.1006197929, output_fired_time: 6.6204948425, propagate_forward_time: 347.1957397461, propagate_backward_time: 555.1719360352, weight_update_time: 0.9940366149, other_time: 9.8249511719
epoch time: 71.8414459229s, input_fired_time: 0.8878132701, output_fired_time: 0.0000000000, propagate_forward_time: 69.2407760620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7128601074
validation[          , genome  6296] predictions:    5874/  10000 (58.74%), best:    5966/10000 (59.66%), error:     12683.41602, best error:     12313.24121 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 927.0425415039s, input_fired_time: 7.1016564369, output_fired_time: 6.6457424164, propagate_forward_time: 347.5160217285, propagate_backward_time: 555.9271240234, weight_update_time: 1.0095107555, other_time: 9.8519287109
epoch time: 72.0403671265s, input_fired_time: 0.8914597034, output_fired_time: 0.0000000000, propagate_forward_time: 69.4249267578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7239837646
validation[          , genome  6296] predictions:    6002/  10000 (60.02%), best:    6002/10000 (60.02%), error:     12191.26367, best error:     12191.26367 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 925.1910400391s, input_fired_time: 7.1249608994, output_fired_time: 6.6380043030, propagate_forward_time: 346.6542968750, propagate_backward_time: 554.9530029297, weight_update_time: 0.9897687435, other_time: 9.8208007813
epoch time: 71.9998931885s, input_fired_time: 0.8882203102, output_fired_time: 0.0000000000, propagate_forward_time: 69.3973236084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7143478394
validation[          , genome  6296] predictions:    5807/  10000 (58.07%), best:    6002/10000 (60.02%), error:     12812.75879, best error:     12191.26367 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 925.3396606445s, input_fired_time: 7.1047649384, output_fired_time: 6.6094341278, propagate_forward_time: 347.0954284668, propagate_backward_time: 554.7080688477, weight_update_time: 0.9909828901, other_time: 9.8219604492
epoch time: 72.2359771729s, input_fired_time: 0.8989379406, output_fired_time: 0.0000000000, propagate_forward_time: 69.6239318848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7131042480
validation[          , genome  6296] predictions:    5692/  10000 (56.92%), best:    6002/10000 (60.02%), error:     13327.78418, best error:     12191.26367 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 925.6408691406s, input_fired_time: 7.1299142838, output_fired_time: 6.6159505844, propagate_forward_time: 346.7370605469, propagate_backward_time: 555.3308715820, weight_update_time: 0.9951624274, other_time: 9.8270263672
epoch time: 71.7771072388s, input_fired_time: 0.8867072463, output_fired_time: 0.0000000000, propagate_forward_time: 69.1750259399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7153778076
validation[          , genome  6296] predictions:    6021/  10000 (60.21%), best:    6021/10000 (60.21%), error:     12175.55078, best error:     12175.55078 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 926.7960815430s, input_fired_time: 7.1237277985, output_fired_time: 6.6178269386, propagate_forward_time: 347.4543151855, propagate_backward_time: 555.7709350586, weight_update_time: 0.9934458137, other_time: 9.8292846680
epoch time: 73.3042373657s, input_fired_time: 0.9110793471, output_fired_time: 0.0000000000, propagate_forward_time: 70.6470870972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7460708618
validation[          , genome  6296] predictions:    6006/  10000 (60.06%), best:    6021/10000 (60.21%), error:     12348.91699, best error:     12175.55078 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 925.4412231445s, input_fired_time: 7.1315188408, output_fired_time: 6.6326608658, propagate_forward_time: 346.8467102051, propagate_backward_time: 555.0345458984, weight_update_time: 0.9924188256, other_time: 9.7957763672
epoch time: 72.0676498413s, input_fired_time: 0.9035045505, output_fired_time: 0.0000000000, propagate_forward_time: 69.4557189941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7084274292
validation[          , genome  6296] predictions:    5970/  10000 (59.70%), best:    6021/10000 (60.21%), error:     12299.42969, best error:     12175.55078 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 924.6572265625s, input_fired_time: 7.1466794014, output_fired_time: 6.6131072044, propagate_forward_time: 346.8728332520, propagate_backward_time: 554.2025146484, weight_update_time: 0.9922022223, other_time: 9.8221435547
epoch time: 72.0808410645s, input_fired_time: 0.8944624662, output_fired_time: 0.0000000000, propagate_forward_time: 69.4832839966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7030944824
validation[          , genome  6296] predictions:    6036/  10000 (60.36%), best:    6036/10000 (60.36%), error:     12157.92871, best error:     12157.92871 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 925.8162841797s, input_fired_time: 7.1321387291, output_fired_time: 6.6272983551, propagate_forward_time: 347.2138977051, propagate_backward_time: 555.0064697266, weight_update_time: 0.9919355512, other_time: 9.8364257813
epoch time: 71.9848022461s, input_fired_time: 0.8993929625, output_fired_time: 0.0000000000, propagate_forward_time: 69.3715972900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7138137817
validation[          , genome  6296] predictions:    5976/  10000 (59.76%), best:    6036/10000 (60.36%), error:     12412.58301, best error:     12157.92871 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 924.6386718750s, input_fired_time: 7.1428580284, output_fired_time: 6.6411080360, propagate_forward_time: 346.5713806152, propagate_backward_time: 554.4719848633, weight_update_time: 0.9880178571, other_time: 9.8113403320
epoch time: 71.8690795898s, input_fired_time: 0.8939173818, output_fired_time: 0.0000000000, propagate_forward_time: 69.2598495483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7153091431
validation[          , genome  6296] predictions:    6019/  10000 (60.19%), best:    6036/10000 (60.36%), error:     12254.94629, best error:     12157.92871 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 926.0192871094s, input_fired_time: 7.1679539680, output_fired_time: 6.6331167221, propagate_forward_time: 347.1672973633, propagate_backward_time: 555.2108764648, weight_update_time: 0.9996878505, other_time: 9.8400268555
epoch time: 71.8408889771s, input_fired_time: 0.9045910239, output_fired_time: 0.0000000000, propagate_forward_time: 69.2213897705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7149047852
validation[          , genome  6296] predictions:    6074/  10000 (60.74%), best:    6074/10000 (60.74%), error:     11929.64355, best error:     11929.64355 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 924.7717895508s, input_fired_time: 7.1558141708, output_fired_time: 6.6194510460, propagate_forward_time: 346.4956665039, propagate_backward_time: 554.6643676758, weight_update_time: 0.9987559915, other_time: 9.8364868164
epoch time: 72.1613311768s, input_fired_time: 0.8982413411, output_fired_time: 0.0000000000, propagate_forward_time: 69.5565948486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7064971924
validation[          , genome  6296] predictions:    6059/  10000 (60.59%), best:    6074/10000 (60.74%), error:     12148.71680, best error:     11929.64355 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 927.1629638672s, input_fired_time: 7.1670322418, output_fired_time: 6.6125545502, propagate_forward_time: 347.6319885254, propagate_backward_time: 555.9060058594, weight_update_time: 1.0019220114, other_time: 9.8453369141
epoch time: 71.8739395142s, input_fired_time: 0.8956553340, output_fired_time: 0.0000000000, propagate_forward_time: 69.2704772949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7078094482
validation[          , genome  6296] predictions:    6013/  10000 (60.13%), best:    6074/10000 (60.74%), error:     12139.59766, best error:     11929.64355 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 924.5147705078s, input_fired_time: 7.1432213783, output_fired_time: 6.6232795715, propagate_forward_time: 346.0877380371, propagate_backward_time: 554.8518066406, weight_update_time: 0.9937121272, other_time: 9.8087158203
epoch time: 72.0612945557s, input_fired_time: 0.8989231586, output_fired_time: 0.0000000000, propagate_forward_time: 69.4522323608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7101364136
validation[          , genome  6296] predictions:    6065/  10000 (60.65%), best:    6074/10000 (60.74%), error:     12056.24414, best error:     11929.64355 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 924.6324462891s, input_fired_time: 7.1758871078, output_fired_time: 6.6272296906, propagate_forward_time: 346.8289489746, propagate_backward_time: 554.2077636719, weight_update_time: 0.9926764965, other_time: 9.7926025391
epoch time: 72.1508255005s, input_fired_time: 0.9000394344, output_fired_time: 0.0000000000, propagate_forward_time: 69.4850692749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7657165527
validation[          , genome  6296] predictions:    6053/  10000 (60.53%), best:    6074/10000 (60.74%), error:     12121.51660, best error:     11929.64355 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 926.8654785156s, input_fired_time: 7.2083153725, output_fired_time: 6.6055946350, propagate_forward_time: 347.6334228516, propagate_backward_time: 555.5960693359, weight_update_time: 0.9928373694, other_time: 9.8220825195
epoch time: 71.9610519409s, input_fired_time: 0.9032608867, output_fired_time: 0.0000000000, propagate_forward_time: 69.3408050537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7169876099
validation[          , genome  6296] predictions:    5960/  10000 (59.60%), best:    6074/10000 (60.74%), error:     12407.51953, best error:     11929.64355 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 932.1754150391s, input_fired_time: 7.2308802605, output_fired_time: 6.6663789749, propagate_forward_time: 349.8974304199, propagate_backward_time: 558.5008544922, weight_update_time: 1.0017147064, other_time: 9.8798828125
epoch time: 77.8865127563s, input_fired_time: 0.9486137629, output_fired_time: 0.0000000000, propagate_forward_time: 75.1582412720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7796554565
validation[          , genome  6296] predictions:    6049/  10000 (60.49%), best:    6074/10000 (60.74%), error:     11929.79492, best error:     11929.64355 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 926.3034667969s, input_fired_time: 7.2360587120, output_fired_time: 6.6619205475, propagate_forward_time: 347.1856994629, propagate_backward_time: 555.4074707031, weight_update_time: 0.9949324727, other_time: 9.8122558594
epoch time: 72.0421905518s, input_fired_time: 0.9090704322, output_fired_time: 0.0000000000, propagate_forward_time: 69.3961257935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7369918823
validation[          , genome  6296] predictions:    5803/  10000 (58.03%), best:    6074/10000 (60.74%), error:     13019.79688, best error:     11929.64355 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 932.4837036133s, input_fired_time: 7.2442684174, output_fired_time: 6.6583380699, propagate_forward_time: 350.3112487793, propagate_backward_time: 558.4302368164, weight_update_time: 0.9935586452, other_time: 9.8396606445
epoch time: 72.1339187622s, input_fired_time: 0.8974720240, output_fired_time: 0.0000000000, propagate_forward_time: 69.5298843384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7065658569
validation[          , genome  6296] predictions:    6063/  10000 (60.63%), best:    6074/10000 (60.74%), error:     12175.33691, best error:     11929.64355 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 926.8626708984s, input_fired_time: 7.1960654259, output_fired_time: 6.6222224236, propagate_forward_time: 347.9316711426, propagate_backward_time: 555.2929687500, weight_update_time: 0.9931646585, other_time: 9.8198242188
epoch time: 72.1541290283s, input_fired_time: 0.9161283970, output_fired_time: 0.0000000000, propagate_forward_time: 69.5174560547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7205429077
validation[          , genome  6296] predictions:    6007/  10000 (60.07%), best:    6074/10000 (60.74%), error:     12195.58496, best error:     11929.64355 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 926.3930053711s, input_fired_time: 7.1838698387, output_fired_time: 6.6715021133, propagate_forward_time: 347.2119140625, propagate_backward_time: 555.5211791992, weight_update_time: 0.9984101653, other_time: 9.8045043945
epoch time: 71.9382019043s, input_fired_time: 0.9130809903, output_fired_time: 0.0000000000, propagate_forward_time: 69.3018264771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7232971191
validation[          , genome  6296] predictions:    6131/  10000 (61.31%), best:    6131/10000 (61.31%), error:     11800.75586, best error:     11800.75586 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 924.7433471680s, input_fired_time: 7.1846837997, output_fired_time: 6.6485037804, propagate_forward_time: 346.4577941895, propagate_backward_time: 554.6241455078, weight_update_time: 0.9901015162, other_time: 9.8282470703
epoch time: 71.9886016846s, input_fired_time: 0.9078837633, output_fired_time: 0.0000000000, propagate_forward_time: 69.3432769775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7374420166
validation[          , genome  6296] predictions:    6128/  10000 (61.28%), best:    6131/10000 (61.31%), error:     11874.22266, best error:     11800.75586 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 927.8173217773s, input_fired_time: 7.2001404762, output_fired_time: 6.6195960045, propagate_forward_time: 347.9578857422, propagate_backward_time: 556.2059326172, weight_update_time: 0.9943850040, other_time: 9.8338012695
epoch time: 72.2338256836s, input_fired_time: 0.9127883315, output_fired_time: 0.0000000000, propagate_forward_time: 69.6081085205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7129287720
validation[          , genome  6296] predictions:    6072/  10000 (60.72%), best:    6131/10000 (61.31%), error:     12074.95508, best error:     11800.75586 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 926.3944091797s, input_fired_time: 7.2114882469, output_fired_time: 6.6314749718, propagate_forward_time: 347.1690979004, propagate_backward_time: 555.5925292969, weight_update_time: 0.9887654185, other_time: 9.7897949219
epoch time: 72.0670471191s, input_fired_time: 0.9121471643, output_fired_time: 0.0000000000, propagate_forward_time: 69.4441146851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7107849121
validation[          , genome  6296] predictions:    6138/  10000 (61.38%), best:    6131/10000 (61.31%), error:     12024.26074, best error:     11800.75586 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 925.9019165039s, input_fired_time: 7.1992402077, output_fired_time: 6.6133742332, propagate_forward_time: 347.0541076660, propagate_backward_time: 555.2509155273, weight_update_time: 0.9958331585, other_time: 9.7842407227
epoch time: 72.1231842041s, input_fired_time: 0.9101365805, output_fired_time: 0.0000000000, propagate_forward_time: 69.4875259399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7255249023
validation[          , genome  6296] predictions:    6059/  10000 (60.59%), best:    6131/10000 (61.31%), error:     12323.94629, best error:     11800.75586 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 926.6865234375s, input_fired_time: 7.2247872353, output_fired_time: 6.6424870491, propagate_forward_time: 347.9958190918, propagate_backward_time: 554.9900512695, weight_update_time: 0.9875540733, other_time: 9.8333129883
epoch time: 72.0265960693s, input_fired_time: 0.9185935259, output_fired_time: 0.0000000000, propagate_forward_time: 69.3874130249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7205886841
validation[          , genome  6296] predictions:    6149/  10000 (61.49%), best:    6131/10000 (61.31%), error:     11841.12695, best error:     11800.75586 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 926.6904296875s, input_fired_time: 7.2175426483, output_fired_time: 6.6213121414, propagate_forward_time: 347.6815795898, propagate_backward_time: 555.3551635742, weight_update_time: 1.0122960806, other_time: 9.8148193359
epoch time: 71.8427810669s, input_fired_time: 0.9071265459, output_fired_time: 0.0000000000, propagate_forward_time: 69.2055282593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7301254272
validation[          , genome  6296] predictions:    6131/  10000 (61.31%), best:    6131/10000 (61.31%), error:     12037.08691, best error:     11800.75586 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 925.3902587891s, input_fired_time: 7.2248840332, output_fired_time: 6.6319975853, propagate_forward_time: 347.5338134766, propagate_backward_time: 554.2204589844, weight_update_time: 0.9949003458, other_time: 9.7791137695
epoch time: 71.7509918213s, input_fired_time: 0.9151555896, output_fired_time: 0.0000000000, propagate_forward_time: 69.1355133057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7003250122
validation[          , genome  6296] predictions:    6136/  10000 (61.36%), best:    6131/10000 (61.31%), error:     11988.79785, best error:     11800.75586 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 922.4756469727s, input_fired_time: 7.1963806152, output_fired_time: 6.5950307846, propagate_forward_time: 346.0015869141, propagate_backward_time: 552.8952026367, weight_update_time: 0.9926288724, other_time: 9.7874755859
epoch time: 71.7547607422s, input_fired_time: 0.9164943695, output_fired_time: 0.0000000000, propagate_forward_time: 69.1246109009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7136535645
validation[          , genome  6296] predictions:    6182/  10000 (61.82%), best:    6131/10000 (61.31%), error:     11870.79590, best error:     11800.75586 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 922.6358642578s, input_fired_time: 7.2142152786, output_fired_time: 6.6009378433, propagate_forward_time: 345.6866455078, propagate_backward_time: 553.3412475586, weight_update_time: 0.9921701550, other_time: 9.7927856445
epoch time: 71.6305618286s, input_fired_time: 0.9103730917, output_fired_time: 0.0000000000, propagate_forward_time: 69.0022735596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7179183960
validation[          , genome  6296] predictions:    6137/  10000 (61.37%), best:    6131/10000 (61.31%), error:     11939.54785, best error:     11800.75586 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 922.6983642578s, input_fired_time: 7.1904454231, output_fired_time: 6.6043128967, propagate_forward_time: 345.8734436035, propagate_backward_time: 553.2280273438, weight_update_time: 0.9921393394, other_time: 9.8021240234
epoch time: 71.6798782349s, input_fired_time: 0.9149042368, output_fired_time: 0.0000000000, propagate_forward_time: 69.0477447510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7172317505
validation[          , genome  6296] predictions:    6105/  10000 (61.05%), best:    6131/10000 (61.31%), error:     11947.64063, best error:     11800.75586 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 922.4467163086s, input_fired_time: 7.1978759766, output_fired_time: 6.5938878059, propagate_forward_time: 345.8290405273, propagate_backward_time: 553.0538330078, weight_update_time: 0.9876455069, other_time: 9.7720947266
epoch time: 71.9553527832s, input_fired_time: 0.9188031554, output_fired_time: 0.0000000000, propagate_forward_time: 69.3163299561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7202224731
validation[          , genome  6296] predictions:    6163/  10000 (61.63%), best:    6131/10000 (61.31%), error:     11815.22754, best error:     11800.75586 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 921.8885498047s, input_fired_time: 7.2041893005, output_fired_time: 6.5853409767, propagate_forward_time: 345.3828125000, propagate_backward_time: 552.9290771484, weight_update_time: 0.9887108207, other_time: 9.7871704102
epoch time: 71.7652816772s, input_fired_time: 0.9165693521, output_fired_time: 0.0000000000, propagate_forward_time: 69.1294784546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7192306519
validation[          , genome  6296] predictions:    6145/  10000 (61.45%), best:    6131/10000 (61.31%), error:     11886.12793, best error:     11800.75586 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 922.2841186523s, input_fired_time: 7.2168583870, output_fired_time: 6.6030912399, propagate_forward_time: 345.5393066406, propagate_backward_time: 553.1489257813, weight_update_time: 0.9907239079, other_time: 9.7759399414
epoch time: 71.6904296875s, input_fired_time: 0.9150921702, output_fired_time: 0.0000000000, propagate_forward_time: 69.0603790283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7149581909
validation[          , genome  6296] predictions:    6138/  10000 (61.38%), best:    6131/10000 (61.31%), error:     11989.35254, best error:     11800.75586 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 922.6770019531s, input_fired_time: 7.2114543915, output_fired_time: 6.6142587662, propagate_forward_time: 346.0910339355, propagate_backward_time: 552.9539184570, weight_update_time: 0.9890233278, other_time: 9.8063354492
epoch time: 71.7570037842s, input_fired_time: 0.9136219621, output_fired_time: 0.0000000000, propagate_forward_time: 69.1453933716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6979904175
validation[          , genome  6296] predictions:    6146/  10000 (61.46%), best:    6131/10000 (61.31%), error:     11818.47754, best error:     11800.75586 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 921.8524169922s, input_fired_time: 7.2028980255, output_fired_time: 6.5928173065, propagate_forward_time: 345.6238098145, propagate_backward_time: 552.6504516602, weight_update_time: 0.9884133935, other_time: 9.7824096680
epoch time: 71.8399734497s, input_fired_time: 0.9170863628, output_fired_time: 0.0000000000, propagate_forward_time: 69.2050247192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7178649902
validation[          , genome  6296] predictions:    6141/  10000 (61.41%), best:    6131/10000 (61.31%), error:     11962.61230, best error:     11800.75586 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 922.1675415039s, input_fired_time: 7.2062993050, output_fired_time: 6.5972828865, propagate_forward_time: 345.4393920898, propagate_backward_time: 553.1112670898, weight_update_time: 0.9909305573, other_time: 9.8132934570
epoch time: 71.5232696533s, input_fired_time: 0.9130468369, output_fired_time: 0.0000000000, propagate_forward_time: 68.9048614502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7053604126
validation[          , genome  6296] predictions:    6140/  10000 (61.40%), best:    6131/10000 (61.31%), error:     11888.22949, best error:     11800.75586 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 921.8790893555s, input_fired_time: 7.2174754143, output_fired_time: 6.5928320885, propagate_forward_time: 345.3449096680, propagate_backward_time: 552.9127197266, weight_update_time: 0.9961666465, other_time: 9.8111572266
epoch time: 71.9885864258s, input_fired_time: 0.9202628136, output_fired_time: 0.0000000000, propagate_forward_time: 69.3535461426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7147750854
validation[          , genome  6296] predictions:    6163/  10000 (61.63%), best:    6131/10000 (61.31%), error:     11856.78613, best error:     11800.75586 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 924.7171020508s, input_fired_time: 7.2298221588, output_fired_time: 6.6147198677, propagate_forward_time: 346.7508544922, propagate_backward_time: 554.3291625977, weight_update_time: 0.9907637835, other_time: 9.7925415039
epoch time: 71.8270111084s, input_fired_time: 0.9147307873, output_fired_time: 0.0000000000, propagate_forward_time: 69.1922378540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7200393677
validation[          , genome  6296] predictions:    6143/  10000 (61.43%), best:    6131/10000 (61.31%), error:     12094.82324, best error:     11800.75586 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 921.9370117188s, input_fired_time: 7.2223172188, output_fired_time: 6.5884490013, propagate_forward_time: 345.5557250977, propagate_backward_time: 552.7618408203, weight_update_time: 0.9958496094, other_time: 9.8087158203
epoch time: 71.8805236816s, input_fired_time: 0.9187083840, output_fired_time: 0.0000000000, propagate_forward_time: 69.2448654175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7169494629
validation[          , genome  6296] predictions:    6195/  10000 (61.95%), best:    6131/10000 (61.31%), error:     11836.06836, best error:     11800.75586 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 921.6349487305s, input_fired_time: 7.2097096443, output_fired_time: 6.6060543060, propagate_forward_time: 344.9757385254, propagate_backward_time: 553.0313110352, weight_update_time: 0.9970753789, other_time: 9.8120727539
epoch time: 73.3842086792s, input_fired_time: 0.9288048148, output_fired_time: 0.0000000000, propagate_forward_time: 70.7356262207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7197799683
validation[          , genome  6296] predictions:    6168/  10000 (61.68%), best:    6131/10000 (61.31%), error:     11831.57520, best error:     11800.75586 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 922.0007934570s, input_fired_time: 7.2172579765, output_fired_time: 6.5911650658, propagate_forward_time: 345.8297424316, propagate_backward_time: 552.6080932617, weight_update_time: 0.9937918186, other_time: 9.7544555664
epoch time: 71.7316207886s, input_fired_time: 0.9203181267, output_fired_time: 0.0000000000, propagate_forward_time: 69.1005020142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7108001709
validation[          , genome  6296] predictions:    6140/  10000 (61.40%), best:    6131/10000 (61.31%), error:     11807.68457, best error:     11800.75586 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 921.5593872070s, input_fired_time: 7.2188100815, output_fired_time: 6.6102838516, propagate_forward_time: 345.4187927246, propagate_backward_time: 552.4833984375, weight_update_time: 0.9967102408, other_time: 9.8281250000
epoch time: 71.6211929321s, input_fired_time: 0.9186618924, output_fired_time: 0.0000000000, propagate_forward_time: 68.9881744385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7143554688
validation[          , genome  6296] predictions:    6228/  10000 (62.28%), best:    6228/10000 (62.28%), error:     11731.80957, best error:     11731.80957 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 921.0536499023s, input_fired_time: 7.2221207619, output_fired_time: 6.6170873642, propagate_forward_time: 345.2500000000, propagate_backward_time: 552.1787719727, weight_update_time: 0.9974079132, other_time: 9.7857055664
epoch time: 71.7889938354s, input_fired_time: 0.9241452217, output_fired_time: 0.0000000000, propagate_forward_time: 69.1634979248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7013473511
validation[          , genome  6296] predictions:    6185/  10000 (61.85%), best:    6228/10000 (62.28%), error:     11816.51563, best error:     11731.80957 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 921.3483276367s, input_fired_time: 7.2446818352, output_fired_time: 6.5745959282, propagate_forward_time: 345.6922302246, propagate_backward_time: 552.0416870117, weight_update_time: 0.9921431541, other_time: 9.7951049805
epoch time: 71.8169784546s, input_fired_time: 0.9151248932, output_fired_time: 0.0000000000, propagate_forward_time: 69.1991271973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7027282715
validation[          , genome  6296] predictions:    6218/  10000 (62.18%), best:    6228/10000 (62.28%), error:     11754.70801, best error:     11731.80957 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 921.6004028320s, input_fired_time: 7.2322306633, output_fired_time: 6.6149682999, propagate_forward_time: 345.3897399902, propagate_backward_time: 552.5806884766, weight_update_time: 0.9842590690, other_time: 9.7827148438
epoch time: 71.7779998779s, input_fired_time: 0.9101514220, output_fired_time: 0.0000000000, propagate_forward_time: 69.1596221924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7082290649
validation[          , genome  6296] predictions:    6120/  10000 (61.20%), best:    6228/10000 (62.28%), error:     11819.06934, best error:     11731.80957 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1023.8411865234s, input_fired_time: 7.9823389053, output_fired_time: 7.1813530922, propagate_forward_time: 382.2455749512, propagate_backward_time: 615.2106323242, weight_update_time: 1.1017233133, other_time: 11.2212524414
epoch time: 71.7437438965s, input_fired_time: 0.9148638844, output_fired_time: 0.0000000000, propagate_forward_time: 69.1082687378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7206115723
validation[          , genome  6296] predictions:    6165/  10000 (61.65%), best:    6228/10000 (62.28%), error:     11890.97656, best error:     11731.80957 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 922.9765014648s, input_fired_time: 7.2304735184, output_fired_time: 6.5949735641, propagate_forward_time: 346.1672058105, propagate_backward_time: 553.1732177734, weight_update_time: 0.9976078272, other_time: 9.8106689453
epoch time: 71.5313186646s, input_fired_time: 0.9167106152, output_fired_time: 0.0000000000, propagate_forward_time: 68.9096832275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7049255371
validation[          , genome  6296] predictions:    6210/  10000 (62.10%), best:    6228/10000 (62.28%), error:     11828.82813, best error:     11731.80957 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 921.6154174805s, input_fired_time: 7.2402024269, output_fired_time: 6.6030020714, propagate_forward_time: 345.1299133301, propagate_backward_time: 552.8765258789, weight_update_time: 0.9873000383, other_time: 9.7658081055
epoch time: 71.7090530396s, input_fired_time: 0.9215937257, output_fired_time: 0.0000000000, propagate_forward_time: 69.0794296265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7080307007
validation[          , genome  6296] predictions:    6138/  10000 (61.38%), best:    6228/10000 (62.28%), error:     12006.66113, best error:     11731.80957 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 926.3471069336s, input_fired_time: 7.2703390121, output_fired_time: 6.6361050606, propagate_forward_time: 347.5523376465, propagate_backward_time: 555.0531005859, weight_update_time: 0.9930557609, other_time: 9.8352050781
epoch time: 71.7389144897s, input_fired_time: 0.9117566347, output_fired_time: 0.0000000000, propagate_forward_time: 69.1161346436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7110214233
validation[          , genome  6296] predictions:    6156/  10000 (61.56%), best:    6228/10000 (62.28%), error:     11842.70508, best error:     11731.80957 on epoch:    93, 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: 358.4365539551s, input_fired_time: 4.5837883949, output_fired_time: 0.0000000000, propagate_forward_time: 345.2152709961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.6374816895
best training[          , genome  6296] predictions:   40653/  50000 (81.31%), best:    6228/10000 (62.28%), error:     29110.88477, best error:     11731.80957 on epoch:    93, 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: 71.8097229004s, input_fired_time: 0.9149244428, output_fired_time: 0.0000000000, propagate_forward_time: 69.1788406372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7159576416
   testing[          , genome  6296] predictions:    6228/  10000 (62.28%), best:    6228/10000 (62.28%), error:     11731.80957, best error:     11731.80957 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:12:07 (11660): called boinc_finish(0)

</stderr_txt>
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