Nameexact_genome_1542069603_185_5778_3
Workunit4085804
Created13 Jan 2019, 5:46:02 UTC
Sent13 Jan 2019, 5:46:45 UTC
Report deadline15 Mar 2019, 0:01:01 UTC
Received14 Jan 2019, 1:36:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID88573
Run time19 hours 17 min 36 sec
CPU time19 hours 17 min 32 sec
Validate stateValid
Credit15,189.98
Device peak FLOPS3.61 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size508.17 MB
Peak swap size507.13 MB
Peak disk usage8.85 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
532211, output_fired_time: 4.5259737968, propagate_forward_time: 237.3888854980, propagate_backward_time: 375.8394470215, weight_update_time: 1.0441532135, other_time: 10.5076904297
epoch time: 50.0649642944s, input_fired_time: 0.6942835450, output_fired_time: 0.0000000000, propagate_forward_time: 47.5297431946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8409385681
validation[          , genome  5778] predictions:    5158/  10000 (51.58%), best:    5246/10000 (52.46%), error:     15125.78809, best error:     14518.85254 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 633.8816528320s, input_fired_time: 5.7058744431, output_fired_time: 4.5266284943, propagate_forward_time: 237.3690490723, propagate_backward_time: 375.7802429199, weight_update_time: 1.0450538397, other_time: 10.4998779297
epoch time: 49.9789047241s, input_fired_time: 0.6942939758, output_fired_time: 0.0000000000, propagate_forward_time: 47.4573936462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8272171021
validation[          , genome  5778] predictions:    5101/  10000 (51.01%), best:    5246/10000 (52.46%), error:     14865.35352, best error:     14518.85254 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 634.2583618164s, input_fired_time: 5.7140793800, output_fired_time: 4.5296764374, propagate_forward_time: 237.4491271973, propagate_backward_time: 376.0450134277, weight_update_time: 1.0462481976, other_time: 10.5205078125
epoch time: 50.0108451843s, input_fired_time: 0.6952815652, output_fired_time: 0.0000000000, propagate_forward_time: 47.4879989624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8275642395
validation[          , genome  5778] predictions:    5377/  10000 (53.77%), best:    5377/10000 (53.77%), error:     14257.01563, best error:     14257.01563 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 633.9832153320s, input_fired_time: 5.7274084091, output_fired_time: 4.5372915268, propagate_forward_time: 237.4115905762, propagate_backward_time: 375.7659606934, weight_update_time: 1.0462403297, other_time: 10.5409545898
epoch time: 49.9750289917s, input_fired_time: 0.6968337893, output_fired_time: 0.0000000000, propagate_forward_time: 47.4496841431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8285102844
validation[          , genome  5778] predictions:    5428/  10000 (54.28%), best:    5377/10000 (53.77%), error:     14284.85742, best error:     14257.01563 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 633.8336791992s, input_fired_time: 5.7284512520, output_fired_time: 4.5267114639, propagate_forward_time: 237.3204803467, propagate_backward_time: 375.7360534668, weight_update_time: 1.0452440977, other_time: 10.5219421387
epoch time: 50.0356063843s, input_fired_time: 0.7031807899, output_fired_time: 0.0000000000, propagate_forward_time: 47.4886779785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8437461853
validation[          , genome  5778] predictions:    5370/  10000 (53.70%), best:    5370/10000 (53.70%), error:     13998.75586, best error:     13998.75586 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 633.9099731445s, input_fired_time: 5.7371044159, output_fired_time: 4.5340814590, propagate_forward_time: 237.3288574219, propagate_backward_time: 375.7743530273, weight_update_time: 1.0466141701, other_time: 10.5355834961
epoch time: 49.9771118164s, input_fired_time: 0.6996852756, output_fired_time: 0.0000000000, propagate_forward_time: 47.4496078491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8278198242
validation[          , genome  5778] predictions:    5357/  10000 (53.57%), best:    5370/10000 (53.70%), error:     14169.07715, best error:     13998.75586 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 634.4228515625s, input_fired_time: 5.7569456100, output_fired_time: 4.5354332924, propagate_forward_time: 237.5065917969, propagate_backward_time: 376.0785217285, weight_update_time: 1.0470539331, other_time: 10.5453186035
epoch time: 49.9948844910s, input_fired_time: 0.7039623857, output_fired_time: 0.0000000000, propagate_forward_time: 47.4600868225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8308334351
validation[          , genome  5778] predictions:    5204/  10000 (52.04%), best:    5370/10000 (53.70%), error:     14517.03516, best error:     13998.75586 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 634.0769653320s, input_fired_time: 5.7433052063, output_fired_time: 4.5281000137, propagate_forward_time: 237.3764343262, propagate_backward_time: 375.9064331055, weight_update_time: 1.0451449156, other_time: 10.5227355957
epoch time: 50.0492897034s, input_fired_time: 0.7109657526, output_fired_time: 0.0000000000, propagate_forward_time: 47.5072937012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8310317993
validation[          , genome  5778] predictions:    5292/  10000 (52.92%), best:    5370/10000 (53.70%), error:     14643.44336, best error:     13998.75586 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 634.5502929688s, input_fired_time: 5.7581810951, output_fired_time: 4.5374054909, propagate_forward_time: 237.6240844727, propagate_backward_time: 376.1103515625, weight_update_time: 1.0464662313, other_time: 10.5202636719
epoch time: 50.0006637573s, input_fired_time: 0.6902415752, output_fired_time: 0.0000000000, propagate_forward_time: 47.4702453613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8401756287
validation[          , genome  5778] predictions:    5346/  10000 (53.46%), best:    5370/10000 (53.70%), error:     14251.52930, best error:     13998.75586 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 634.6116333008s, input_fired_time: 5.7748589516, output_fired_time: 4.5295858383, propagate_forward_time: 237.6289215088, propagate_backward_time: 376.1508789063, weight_update_time: 1.0483189821, other_time: 10.5274047852
epoch time: 50.0434989929s, input_fired_time: 0.7121331692, output_fired_time: 0.0000000000, propagate_forward_time: 47.4944953918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8368721008
validation[          , genome  5778] predictions:    5329/  10000 (53.29%), best:    5370/10000 (53.70%), error:     14313.14355, best error:     13998.75586 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 634.4218139648s, input_fired_time: 5.7798271179, output_fired_time: 4.5366697311, propagate_forward_time: 237.5161895752, propagate_backward_time: 376.0129394531, weight_update_time: 1.0477514267, other_time: 10.5761718750
epoch time: 50.0760574341s, input_fired_time: 0.7104301453, output_fired_time: 0.0000000000, propagate_forward_time: 47.5182304382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8473968506
validation[          , genome  5778] predictions:    5398/  10000 (53.98%), best:    5370/10000 (53.70%), error:     14372.15234, best error:     13998.75586 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 634.2260131836s, input_fired_time: 5.7794189453, output_fired_time: 4.5304107666, propagate_forward_time: 237.4013061523, propagate_backward_time: 375.9713745117, weight_update_time: 1.0459945202, other_time: 10.5435180664
epoch time: 50.0627861023s, input_fired_time: 0.7108666301, output_fired_time: 0.0000000000, propagate_forward_time: 47.5269317627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8249893188
validation[          , genome  5778] predictions:    5629/  10000 (56.29%), best:    5629/10000 (56.29%), error:     13671.26953, best error:     13671.26953 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 634.2800903320s, input_fired_time: 5.7883949280, output_fired_time: 4.5327734947, propagate_forward_time: 237.4324188232, propagate_backward_time: 375.9983825684, weight_update_time: 1.0481661558, other_time: 10.5281066895
epoch time: 49.9883766174s, input_fired_time: 0.7072218657, output_fired_time: 0.0000000000, propagate_forward_time: 47.4462966919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8348579407
validation[          , genome  5778] predictions:    5422/  10000 (54.22%), best:    5629/10000 (56.29%), error:     14017.48340, best error:     13671.26953 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 634.0837402344s, input_fired_time: 5.7763323784, output_fired_time: 4.5227508545, propagate_forward_time: 237.4379730225, propagate_backward_time: 375.8475646973, weight_update_time: 1.0434985161, other_time: 10.4991149902
epoch time: 49.9830780029s, input_fired_time: 0.7091580033, output_fired_time: 0.0000000000, propagate_forward_time: 47.4513931274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8225250244
validation[          , genome  5778] predictions:    5484/  10000 (54.84%), best:    5484/10000 (54.84%), error:     13616.47754, best error:     13616.47754 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 634.4598388672s, input_fired_time: 5.7775683403, output_fired_time: 4.5337505341, propagate_forward_time: 237.5329132080, propagate_backward_time: 376.0944519043, weight_update_time: 1.0450404882, other_time: 10.5211486816
epoch time: 50.0221366882s, input_fired_time: 0.6971445084, output_fired_time: 0.0000000000, propagate_forward_time: 47.4909858704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8340072632
validation[          , genome  5778] predictions:    5406/  10000 (54.06%), best:    5484/10000 (54.84%), error:     13988.23242, best error:     13616.47754 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 634.1847534180s, input_fired_time: 5.7717661858, output_fired_time: 4.5264501572, propagate_forward_time: 237.4582824707, propagate_backward_time: 375.9183349609, weight_update_time: 1.0455670357, other_time: 10.5099182129
epoch time: 49.9877738953s, input_fired_time: 0.7128745317, output_fired_time: 0.0000000000, propagate_forward_time: 47.4424858093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8324127197
validation[          , genome  5778] predictions:    5581/  10000 (55.81%), best:    5581/10000 (55.81%), error:     13305.97070, best error:     13305.97070 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 633.4337158203s, input_fired_time: 5.7814707756, output_fired_time: 4.5165486336, propagate_forward_time: 237.1549377441, propagate_backward_time: 375.4689025879, weight_update_time: 1.0432031155, other_time: 10.5118408203
epoch time: 49.9440383911s, input_fired_time: 0.7063621879, output_fired_time: 0.0000000000, propagate_forward_time: 47.4164619446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8212127686
validation[          , genome  5778] predictions:    5519/  10000 (55.19%), best:    5581/10000 (55.81%), error:     13690.25684, best error:     13305.97070 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 633.5437622070s, input_fired_time: 5.7830595970, output_fired_time: 4.5211806297, propagate_forward_time: 237.1874237061, propagate_backward_time: 375.5587158203, weight_update_time: 1.0428557396, other_time: 10.4933471680
epoch time: 50.0241470337s, input_fired_time: 0.7157883644, output_fired_time: 0.0000000000, propagate_forward_time: 47.4551887512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8531684875
validation[          , genome  5778] predictions:    5601/  10000 (56.01%), best:    5581/10000 (55.81%), error:     13483.52051, best error:     13305.97070 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 633.7031860352s, input_fired_time: 5.7974886894, output_fired_time: 4.5200572014, propagate_forward_time: 237.2358093262, propagate_backward_time: 375.6634216309, weight_update_time: 1.0443400145, other_time: 10.4863891602
epoch time: 49.9705238342s, input_fired_time: 0.7163376808, output_fired_time: 0.0000000000, propagate_forward_time: 47.4312896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8228950500
validation[          , genome  5778] predictions:    5468/  10000 (54.68%), best:    5581/10000 (55.81%), error:     14045.34180, best error:     13305.97070 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 634.3657226563s, input_fired_time: 5.8110489845, output_fired_time: 4.5258555412, propagate_forward_time: 237.5284271240, propagate_backward_time: 375.9899902344, weight_update_time: 1.0461494923, other_time: 10.5103759766
epoch time: 50.0642814636s, input_fired_time: 0.7138104439, output_fired_time: 0.0000000000, propagate_forward_time: 47.5232505798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8272209167
validation[          , genome  5778] predictions:    5511/  10000 (55.11%), best:    5581/10000 (55.81%), error:     13749.27637, best error:     13305.97070 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 634.9849853516s, input_fired_time: 5.8127207756, output_fired_time: 4.5278611183, propagate_forward_time: 237.7852630615, propagate_backward_time: 376.3544311523, weight_update_time: 1.0465307236, other_time: 10.5046997070
epoch time: 49.9623985291s, input_fired_time: 0.7125382423, output_fired_time: 0.0000000000, propagate_forward_time: 47.4246597290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8251991272
validation[          , genome  5778] predictions:    5591/  10000 (55.91%), best:    5581/10000 (55.81%), error:     13842.44043, best error:     13305.97070 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 633.8871459961s, input_fired_time: 5.8090753555, output_fired_time: 4.5243124962, propagate_forward_time: 237.2487792969, propagate_backward_time: 375.7862548828, weight_update_time: 1.0459343195, other_time: 10.5187377930
epoch time: 50.0342025757s, input_fired_time: 0.7036107779, output_fired_time: 0.0000000000, propagate_forward_time: 47.4987564087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8318367004
validation[          , genome  5778] predictions:    5768/  10000 (57.68%), best:    5768/10000 (57.68%), error:     12864.12793, best error:     12864.12793 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 633.9001464844s, input_fired_time: 5.8024311066, output_fired_time: 4.5191998482, propagate_forward_time: 237.3226318359, propagate_backward_time: 375.7530822754, weight_update_time: 1.0441133976, other_time: 10.5027770996
epoch time: 50.0065460205s, input_fired_time: 0.7222449780, output_fired_time: 0.0000000000, propagate_forward_time: 47.4559822083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8283195496
validation[          , genome  5778] predictions:    5674/  10000 (56.74%), best:    5768/10000 (57.68%), error:     13215.92969, best error:     12864.12793 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 633.8886108398s, input_fired_time: 5.7974858284, output_fired_time: 4.5203685760, propagate_forward_time: 237.3138275146, propagate_backward_time: 375.7403259277, weight_update_time: 1.0437583923, other_time: 10.5165710449
epoch time: 49.9723281860s, input_fired_time: 0.7089038491, output_fired_time: 0.0000000000, propagate_forward_time: 47.4394454956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8239784241
validation[          , genome  5778] predictions:    5587/  10000 (55.87%), best:    5768/10000 (57.68%), error:     13482.45215, best error:     12864.12793 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 633.9522094727s, input_fired_time: 5.7997999191, output_fired_time: 4.5153307915, propagate_forward_time: 237.2573547363, propagate_backward_time: 375.8645324707, weight_update_time: 1.0430079699, other_time: 10.5151977539
epoch time: 50.0114059448s, input_fired_time: 0.7170798182, output_fired_time: 0.0000000000, propagate_forward_time: 47.4596633911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8346633911
validation[          , genome  5778] predictions:    5661/  10000 (56.61%), best:    5768/10000 (57.68%), error:     13187.80566, best error:     12864.12793 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 633.5695800781s, input_fired_time: 5.7961201668, output_fired_time: 4.5227971077, propagate_forward_time: 237.1808319092, propagate_backward_time: 375.5574645996, weight_update_time: 1.0438576937, other_time: 10.5122985840
epoch time: 49.9816627502s, input_fired_time: 0.7201101780, output_fired_time: 0.0000000000, propagate_forward_time: 47.4318695068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8296813965
validation[          , genome  5778] predictions:    5742/  10000 (57.42%), best:    5742/10000 (57.42%), error:     12849.91016, best error:     12849.91016 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 633.2343750000s, input_fired_time: 5.7913794518, output_fired_time: 4.5136227608, propagate_forward_time: 237.0601501465, propagate_backward_time: 375.3764343262, weight_update_time: 1.0416375399, other_time: 10.4927978516
epoch time: 49.9680900574s, input_fired_time: 0.7172935009, output_fired_time: 0.0000000000, propagate_forward_time: 47.4276161194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8231811523
validation[          , genome  5778] predictions:    5604/  10000 (56.04%), best:    5742/10000 (57.42%), error:     13421.30762, best error:     12849.91016 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 634.1022338867s, input_fired_time: 5.8385915756, output_fired_time: 4.5303068161, propagate_forward_time: 237.3963165283, propagate_backward_time: 375.8160705566, weight_update_time: 1.0451146364, other_time: 10.5209655762
epoch time: 49.9555854797s, input_fired_time: 0.7177912593, output_fired_time: 0.0000000000, propagate_forward_time: 47.4167098999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8210830688
validation[          , genome  5778] predictions:    5685/  10000 (56.85%), best:    5742/10000 (57.42%), error:     13283.00977, best error:     12849.91016 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 634.4505615234s, input_fired_time: 5.8529744148, output_fired_time: 4.5318126678, propagate_forward_time: 237.4788208008, propagate_backward_time: 376.0618896484, weight_update_time: 1.0461618900, other_time: 10.5250854492
epoch time: 50.0651512146s, input_fired_time: 0.7276498079, output_fired_time: 0.0000000000, propagate_forward_time: 47.4931945801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8443069458
validation[          , genome  5778] predictions:    5795/  10000 (57.95%), best:    5795/10000 (57.95%), error:     12724.31738, best error:     12724.31738 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 634.5364990234s, input_fired_time: 5.8533449173, output_fired_time: 4.5353102684, propagate_forward_time: 237.4934234619, propagate_backward_time: 376.1391906738, weight_update_time: 1.0440967083, other_time: 10.5152282715
epoch time: 50.0338401794s, input_fired_time: 0.7238782644, output_fired_time: 0.0000000000, propagate_forward_time: 47.4838981628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8260650635
validation[          , genome  5778] predictions:    5734/  10000 (57.34%), best:    5795/10000 (57.95%), error:     13042.16211, best error:     12724.31738 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 634.5570068359s, input_fired_time: 5.8472466469, output_fired_time: 4.5310492516, propagate_forward_time: 237.4956207275, propagate_backward_time: 376.1697692871, weight_update_time: 1.0439243317, other_time: 10.5133361816
epoch time: 50.0400619507s, input_fired_time: 0.7236609459, output_fired_time: 0.0000000000, propagate_forward_time: 47.4896049500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8267974854
validation[          , genome  5778] predictions:    5661/  10000 (56.61%), best:    5795/10000 (57.95%), error:     12978.39844, best error:     12724.31738 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 634.5245971680s, input_fired_time: 5.8535752296, output_fired_time: 4.5342321396, propagate_forward_time: 237.5373229980, propagate_backward_time: 376.0341491699, weight_update_time: 1.0460884571, other_time: 10.5653076172
epoch time: 49.9597129822s, input_fired_time: 0.7125198841, output_fired_time: 0.0000000000, propagate_forward_time: 47.4213333130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8258590698
validation[          , genome  5778] predictions:    5783/  10000 (57.83%), best:    5795/10000 (57.95%), error:     12864.25879, best error:     12724.31738 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 633.8645629883s, input_fired_time: 5.8563518524, output_fired_time: 4.5348620415, propagate_forward_time: 237.2306976318, propagate_backward_time: 375.7098083496, weight_update_time: 1.0472539663, other_time: 10.5328674316
epoch time: 49.9962577820s, input_fired_time: 0.7228666544, output_fired_time: 0.0000000000, propagate_forward_time: 47.4457740784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8276176453
validation[          , genome  5778] predictions:    5807/  10000 (58.07%), best:    5795/10000 (57.95%), error:     12827.83594, best error:     12724.31738 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 633.8561401367s, input_fired_time: 5.8618988991, output_fired_time: 4.5314126015, propagate_forward_time: 237.2449798584, propagate_backward_time: 375.7166442871, weight_update_time: 1.0449932814, other_time: 10.5011901855
epoch time: 49.9631652832s, input_fired_time: 0.7110538483, output_fired_time: 0.0000000000, propagate_forward_time: 47.4328804016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8192329407
validation[          , genome  5778] predictions:    5668/  10000 (56.68%), best:    5795/10000 (57.95%), error:     13203.85938, best error:     12724.31738 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 633.8646240234s, input_fired_time: 5.8661394119, output_fired_time: 4.5330929756, propagate_forward_time: 237.2323608398, propagate_backward_time: 375.7282714844, weight_update_time: 1.0459321737, other_time: 10.5047607422
epoch time: 49.9560394287s, input_fired_time: 0.7199816108, output_fired_time: 0.0000000000, propagate_forward_time: 47.4188880920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8171691895
validation[          , genome  5778] predictions:    5797/  10000 (57.97%), best:    5795/10000 (57.95%), error:     12760.34277, best error:     12724.31738 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 633.6795654297s, input_fired_time: 5.8774328232, output_fired_time: 4.5331072807, propagate_forward_time: 237.2011871338, propagate_backward_time: 375.5441894531, weight_update_time: 1.0452426672, other_time: 10.5236816406
epoch time: 50.0217628479s, input_fired_time: 0.7328470945, output_fired_time: 0.0000000000, propagate_forward_time: 47.4527587891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8361587524
validation[          , genome  5778] predictions:    5731/  10000 (57.31%), best:    5795/10000 (57.95%), error:     12941.81934, best error:     12724.31738 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 634.0466918945s, input_fired_time: 5.8801937103, output_fired_time: 4.5311770439, propagate_forward_time: 237.3273620605, propagate_backward_time: 375.7910461426, weight_update_time: 1.0451787710, other_time: 10.5169067383
epoch time: 50.0071487427s, input_fired_time: 0.7273052931, output_fired_time: 0.0000000000, propagate_forward_time: 47.4486312866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8312110901
validation[          , genome  5778] predictions:    5759/  10000 (57.59%), best:    5795/10000 (57.95%), error:     12811.85840, best error:     12724.31738 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 633.9866333008s, input_fired_time: 5.8836021423, output_fired_time: 4.5252265930, propagate_forward_time: 237.3077392578, propagate_backward_time: 375.7523803711, weight_update_time: 1.0444978476, other_time: 10.5177001953
epoch time: 50.0211982727s, input_fired_time: 0.7312825918, output_fired_time: 0.0000000000, propagate_forward_time: 47.4557342529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8341827393
validation[          , genome  5778] predictions:    5927/  10000 (59.27%), best:    5927/10000 (59.27%), error:     12549.14063, best error:     12549.14063 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 634.0565185547s, input_fired_time: 5.8962998390, output_fired_time: 4.5315909386, propagate_forward_time: 237.2999572754, propagate_backward_time: 375.8191528320, weight_update_time: 1.0451773405, other_time: 10.5094909668
epoch time: 50.0003395081s, input_fired_time: 0.7336514592, output_fired_time: 0.0000000000, propagate_forward_time: 47.4406394958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8260498047
validation[          , genome  5778] predictions:    5662/  10000 (56.62%), best:    5927/10000 (59.27%), error:     13252.66309, best error:     12549.14063 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 633.9412231445s, input_fired_time: 5.8858671188, output_fired_time: 4.5225129128, propagate_forward_time: 237.2792205811, propagate_backward_time: 375.7573242188, weight_update_time: 1.0436419249, other_time: 10.4962768555
epoch time: 50.1127395630s, input_fired_time: 0.7348041534, output_fired_time: 0.0000000000, propagate_forward_time: 47.5550689697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8228683472
validation[          , genome  5778] predictions:    5737/  10000 (57.37%), best:    5927/10000 (59.27%), error:     12916.71289, best error:     12549.14063 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 635.0553588867s, input_fired_time: 5.9129304886, output_fired_time: 4.5451159477, propagate_forward_time: 237.6707611084, propagate_backward_time: 376.3866577148, weight_update_time: 1.0474798679, other_time: 10.5399169922
epoch time: 50.1041259766s, input_fired_time: 0.7368476391, output_fired_time: 0.0000000000, propagate_forward_time: 47.5353164673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8319625854
validation[          , genome  5778] predictions:    5852/  10000 (58.52%), best:    5927/10000 (59.27%), error:     12556.98047, best error:     12549.14063 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 634.7673339844s, input_fired_time: 5.9112801552, output_fired_time: 4.5403170586, propagate_forward_time: 237.6021728516, propagate_backward_time: 376.1853332520, weight_update_time: 1.0468289852, other_time: 10.5282287598
epoch time: 50.0413856506s, input_fired_time: 0.7375580072, output_fired_time: 0.0000000000, propagate_forward_time: 47.4757614136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8280677795
validation[          , genome  5778] predictions:    5690/  10000 (56.90%), best:    5927/10000 (59.27%), error:     13000.89941, best error:     12549.14063 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 634.5439453125s, input_fired_time: 5.8969683647, output_fired_time: 4.5297055244, propagate_forward_time: 237.4413299561, propagate_backward_time: 376.1755371094, weight_update_time: 1.0442191362, other_time: 10.5003662109
epoch time: 50.0761260986s, input_fired_time: 0.7403387427, output_fired_time: 0.0000000000, propagate_forward_time: 47.4932594299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8425292969
validation[          , genome  5778] predictions:    5892/  10000 (58.92%), best:    5892/10000 (58.92%), error:     12414.74512, best error:     12414.74512 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 634.4011840820s, input_fired_time: 5.9080786705, output_fired_time: 4.5348005295, propagate_forward_time: 237.4947662354, propagate_backward_time: 375.9385986328, weight_update_time: 1.0465447903, other_time: 10.5249633789
epoch time: 50.0231742859s, input_fired_time: 0.7389299273, output_fired_time: 0.0000000000, propagate_forward_time: 47.4627914429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8214530945
validation[          , genome  5778] predictions:    5860/  10000 (58.60%), best:    5892/10000 (58.92%), error:     12475.98828, best error:     12414.74512 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 634.5929565430s, input_fired_time: 5.9009437561, output_fired_time: 4.5325489044, propagate_forward_time: 237.4640655518, propagate_backward_time: 376.1989440918, weight_update_time: 1.0460094213, other_time: 10.4964904785
epoch time: 50.1618690491s, input_fired_time: 0.7398785949, output_fired_time: 0.0000000000, propagate_forward_time: 47.5887489319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8332405090
validation[          , genome  5778] predictions:    5936/  10000 (59.36%), best:    5892/10000 (58.92%), error:     12505.80371, best error:     12414.74512 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 634.6058349609s, input_fired_time: 5.9046692848, output_fired_time: 4.5238533020, propagate_forward_time: 237.6157379150, propagate_backward_time: 376.0667114258, weight_update_time: 1.0442966223, other_time: 10.4948730469
epoch time: 50.0177612305s, input_fired_time: 0.7251557112, output_fired_time: 0.0000000000, propagate_forward_time: 47.4688110352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8237953186
validation[          , genome  5778] predictions:    5762/  10000 (57.62%), best:    5892/10000 (58.92%), error:     12852.29492, best error:     12414.74512 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 634.0712890625s, input_fired_time: 5.9206871986, output_fired_time: 4.5338835716, propagate_forward_time: 237.3276824951, propagate_backward_time: 375.7619018555, weight_update_time: 1.0447691679, other_time: 10.5270996094
epoch time: 50.0646705627s, input_fired_time: 0.7390936017, output_fired_time: 0.0000000000, propagate_forward_time: 47.4894714355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8361053467
validation[          , genome  5778] predictions:    5846/  10000 (58.46%), best:    5892/10000 (58.92%), error:     12554.37402, best error:     12414.74512 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 634.2359619141s, input_fired_time: 5.9269776344, output_fired_time: 4.5351181030, propagate_forward_time: 237.3883514404, propagate_backward_time: 375.8506469727, weight_update_time: 1.0458631516, other_time: 10.5348510742
epoch time: 50.0698928833s, input_fired_time: 0.7419218421, output_fired_time: 0.0000000000, propagate_forward_time: 47.4766807556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8512916565
validation[          , genome  5778] predictions:    5916/  10000 (59.16%), best:    5916/10000 (59.16%), error:     12211.76953, best error:     12211.76953 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 634.3344116211s, input_fired_time: 5.9321384430, output_fired_time: 4.5366477966, propagate_forward_time: 237.3993377686, propagate_backward_time: 375.9487609863, weight_update_time: 1.0465369225, other_time: 10.5175476074
epoch time: 50.0396766663s, input_fired_time: 0.7291890979, output_fired_time: 0.0000000000, propagate_forward_time: 47.4824600220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8280258179
validation[          , genome  5778] predictions:    5918/  10000 (59.18%), best:    5916/10000 (59.16%), error:     12488.09082, best error:     12211.76953 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 634.4021606445s, input_fired_time: 5.9220423698, output_fired_time: 4.5314507484, propagate_forward_time: 237.4915466309, propagate_backward_time: 375.9372863770, weight_update_time: 1.0459263325, other_time: 10.5198364258
epoch time: 49.9929466248s, input_fired_time: 0.7387058139, output_fired_time: 0.0000000000, propagate_forward_time: 47.4239349365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8303070068
validation[          , genome  5778] predictions:    5918/  10000 (59.18%), best:    5916/10000 (59.16%), error:     12480.54492, best error:     12211.76953 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 634.3389282227s, input_fired_time: 5.9167141914, output_fired_time: 4.5303769112, propagate_forward_time: 237.4334411621, propagate_backward_time: 375.9512023926, weight_update_time: 1.0444554090, other_time: 10.5072021484
epoch time: 50.1096076965s, input_fired_time: 0.7463183403, output_fired_time: 0.0000000000, propagate_forward_time: 47.5296440125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8336448669
validation[          , genome  5778] predictions:    6001/  10000 (60.01%), best:    5916/10000 (59.16%), error:     12371.78320, best error:     12211.76953 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 634.1930541992s, input_fired_time: 5.9260287285, output_fired_time: 4.5311803818, propagate_forward_time: 237.3597106934, propagate_backward_time: 375.8464355469, weight_update_time: 1.0468727350, other_time: 10.5296936035
epoch time: 49.9903488159s, input_fired_time: 0.7399288416, output_fired_time: 0.0000000000, propagate_forward_time: 47.4234695435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8269500732
validation[          , genome  5778] predictions:    5998/  10000 (59.98%), best:    5998/10000 (59.98%), error:     12066.31934, best error:     12066.31934 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 634.2658081055s, input_fired_time: 5.9395866394, output_fired_time: 4.5379366875, propagate_forward_time: 237.3764038086, propagate_backward_time: 375.8782958984, weight_update_time: 1.0469307899, other_time: 10.5335693359
epoch time: 50.0454483032s, input_fired_time: 0.7390511036, output_fired_time: 0.0000000000, propagate_forward_time: 47.4813957214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8250007629
validation[          , genome  5778] predictions:    5958/  10000 (59.58%), best:    5998/10000 (59.98%), error:     12166.61426, best error:     12066.31934 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 636.0875854492s, input_fired_time: 5.9493470192, output_fired_time: 4.6622610092, propagate_forward_time: 238.1106567383, propagate_backward_time: 376.8532714844, weight_update_time: 1.0462335348, other_time: 10.5120849609
epoch time: 50.1720046997s, input_fired_time: 0.7376435399, output_fired_time: 0.0000000000, propagate_forward_time: 47.6024436951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8319168091
validation[          , genome  5778] predictions:    5951/  10000 (59.51%), best:    5998/10000 (59.98%), error:     12243.28223, best error:     12066.31934 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 635.8016357422s, input_fired_time: 5.9465155602, output_fired_time: 4.5429601669, propagate_forward_time: 237.8825531006, propagate_backward_time: 376.8951416016, weight_update_time: 1.0474102497, other_time: 10.5344238281
epoch time: 50.1445732117s, input_fired_time: 0.7447088361, output_fired_time: 0.0000000000, propagate_forward_time: 47.5649604797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8349037170
validation[          , genome  5778] predictions:    5923/  10000 (59.23%), best:    5998/10000 (59.98%), error:     12328.04492, best error:     12066.31934 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 634.2734375000s, input_fired_time: 5.9429569244, output_fired_time: 4.5293493271, propagate_forward_time: 237.3633422852, propagate_backward_time: 375.9133605957, weight_update_time: 1.0468693972, other_time: 10.5244445801
epoch time: 50.1684761047s, input_fired_time: 0.7423130274, output_fired_time: 0.0000000000, propagate_forward_time: 47.5928115845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8333511353
validation[          , genome  5778] predictions:    5949/  10000 (59.49%), best:    5998/10000 (59.98%), error:     12195.40039, best error:     12066.31934 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 634.6322631836s, input_fired_time: 5.9473066330, output_fired_time: 4.5396661758, propagate_forward_time: 237.4322814941, propagate_backward_time: 376.1904602051, weight_update_time: 1.0464022160, other_time: 10.5225219727
epoch time: 50.0919380188s, input_fired_time: 0.7489798665, output_fired_time: 0.0000000000, propagate_forward_time: 47.5000305176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8429260254
validation[          , genome  5778] predictions:    6033/  10000 (60.33%), best:    5998/10000 (59.98%), error:     12104.50586, best error:     12066.31934 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 634.1040649414s, input_fired_time: 5.9468908310, output_fired_time: 4.5336632729, propagate_forward_time: 237.3355560303, propagate_backward_time: 375.7812194824, weight_update_time: 1.0451627970, other_time: 10.5066833496
epoch time: 50.0039978027s, input_fired_time: 0.7389122248, output_fired_time: 0.0000000000, propagate_forward_time: 47.4387207031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8263664246
validation[          , genome  5778] predictions:    5935/  10000 (59.35%), best:    5998/10000 (59.98%), error:     12258.06250, best error:     12066.31934 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 634.0670776367s, input_fired_time: 5.9396128654, output_fired_time: 4.5307779312, propagate_forward_time: 237.3098297119, propagate_backward_time: 375.7791748047, weight_update_time: 1.0456261635, other_time: 10.5076904297
epoch time: 50.0048179626s, input_fired_time: 0.7387413979, output_fired_time: 0.0000000000, propagate_forward_time: 47.4404220581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8256530762
validation[          , genome  5778] predictions:    5894/  10000 (58.94%), best:    5998/10000 (59.98%), error:     12392.38965, best error:     12066.31934 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 634.0578613281s, input_fired_time: 5.9440240860, output_fired_time: 4.5266346931, propagate_forward_time: 237.3097534180, propagate_backward_time: 375.7690429688, weight_update_time: 1.0449085236, other_time: 10.5084228516
epoch time: 50.0564613342s, input_fired_time: 0.7463774681, output_fired_time: 0.0000000000, propagate_forward_time: 47.4692230225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8408622742
validation[          , genome  5778] predictions:    5930/  10000 (59.30%), best:    5998/10000 (59.98%), error:     12290.55273, best error:     12066.31934 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 634.3235473633s, input_fired_time: 5.9560394287, output_fired_time: 4.5343632698, propagate_forward_time: 237.4285583496, propagate_backward_time: 375.8952941895, weight_update_time: 1.0461530685, other_time: 10.5092773438
epoch time: 50.0782737732s, input_fired_time: 0.7497289181, output_fired_time: 0.0000000000, propagate_forward_time: 47.4950637817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8334808350
validation[          , genome  5778] predictions:    6029/  10000 (60.29%), best:    5998/10000 (59.98%), error:     12161.80664, best error:     12066.31934 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 634.6110229492s, input_fired_time: 5.9593544006, output_fired_time: 4.5336985588, propagate_forward_time: 237.4974365234, propagate_backward_time: 376.1179504395, weight_update_time: 1.0459362268, other_time: 10.5025939941
epoch time: 50.1803779602s, input_fired_time: 0.7423701882, output_fired_time: 0.0000000000, propagate_forward_time: 47.6047210693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8332862854
validation[          , genome  5778] predictions:    6087/  10000 (60.87%), best:    6087/10000 (60.87%), error:     11932.57129, best error:     11932.57129 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 634.2987670898s, input_fired_time: 5.9550390244, output_fired_time: 4.5311722755, propagate_forward_time: 237.3897094727, propagate_backward_time: 375.8969726563, weight_update_time: 1.0500559807, other_time: 10.5258789063
epoch time: 50.0605659485s, input_fired_time: 0.7415723801, output_fired_time: 0.0000000000, propagate_forward_time: 47.4862174988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8327751160
validation[          , genome  5778] predictions:    6071/  10000 (60.71%), best:    6087/10000 (60.87%), error:     12056.29395, best error:     11932.57129 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 634.5783691406s, input_fired_time: 5.9613852501, output_fired_time: 4.5393462181, propagate_forward_time: 237.4510345459, propagate_backward_time: 376.0921325684, weight_update_time: 1.0456541777, other_time: 10.5344543457
epoch time: 50.0153656006s, input_fired_time: 0.7391668558, output_fired_time: 0.0000000000, propagate_forward_time: 47.4465179443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8296813965
validation[          , genome  5778] predictions:    5942/  10000 (59.42%), best:    6087/10000 (60.87%), error:     12297.55273, best error:     11932.57129 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 634.2725830078s, input_fired_time: 5.9345641136, output_fired_time: 4.5213737488, propagate_forward_time: 237.3819885254, propagate_backward_time: 375.9274597168, weight_update_time: 1.0457808971, other_time: 10.5072021484
epoch time: 50.0636215210s, input_fired_time: 0.7476558685, output_fired_time: 0.0000000000, propagate_forward_time: 47.4865837097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8293800354
validation[          , genome  5778] predictions:    6013/  10000 (60.13%), best:    6087/10000 (60.87%), error:     11954.82520, best error:     11932.57129 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 634.3483886719s, input_fired_time: 5.9457454681, output_fired_time: 4.5215120316, propagate_forward_time: 237.4459838867, propagate_backward_time: 375.9295349121, weight_update_time: 1.0429661274, other_time: 10.5056457520
epoch time: 50.0734024048s, input_fired_time: 0.7467869520, output_fired_time: 0.0000000000, propagate_forward_time: 47.4914970398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8351173401
validation[          , genome  5778] predictions:    6018/  10000 (60.18%), best:    6087/10000 (60.87%), error:     12014.40234, best error:     11932.57129 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 633.7378540039s, input_fired_time: 5.9464812279, output_fired_time: 4.5221929550, propagate_forward_time: 237.2214660645, propagate_backward_time: 375.5622253418, weight_update_time: 1.0428658724, other_time: 10.4854736328
epoch time: 50.1002883911s, input_fired_time: 0.7443072200, output_fired_time: 0.0000000000, propagate_forward_time: 47.5155639648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8404159546
validation[          , genome  5778] predictions:    6027/  10000 (60.27%), best:    6027/10000 (60.27%), error:     11889.86426, best error:     11889.86426 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 635.2816162109s, input_fired_time: 5.9546794891, output_fired_time: 4.5327806473, propagate_forward_time: 237.6191253662, propagate_backward_time: 376.6313781738, weight_update_time: 1.0463289022, other_time: 10.5436706543
epoch time: 50.0151214600s, input_fired_time: 0.7429110408, output_fired_time: 0.0000000000, propagate_forward_time: 47.4396629333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8325462341
validation[          , genome  5778] predictions:    5986/  10000 (59.86%), best:    6027/10000 (60.27%), error:     12092.20410, best error:     11889.86426 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 634.5667114258s, input_fired_time: 5.9606494904, output_fired_time: 4.5321154594, propagate_forward_time: 237.5931243896, propagate_backward_time: 375.9750061035, weight_update_time: 1.0453611612, other_time: 10.5058288574
epoch time: 50.0605659485s, input_fired_time: 0.7399473786, output_fired_time: 0.0000000000, propagate_forward_time: 47.4933128357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8273048401
validation[          , genome  5778] predictions:    6024/  10000 (60.24%), best:    6027/10000 (60.27%), error:     11986.69824, best error:     11889.86426 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 634.4998168945s, input_fired_time: 5.9679632187, output_fired_time: 4.5309944153, propagate_forward_time: 237.4242858887, propagate_backward_time: 376.0581359863, weight_update_time: 1.0463919640, other_time: 10.5184326172
epoch time: 50.1617965698s, input_fired_time: 0.7515010238, output_fired_time: 0.0000000000, propagate_forward_time: 47.5698623657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8404350281
validation[          , genome  5778] predictions:    6039/  10000 (60.39%), best:    6027/10000 (60.27%), error:     11954.40918, best error:     11889.86426 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 634.8797607422s, input_fired_time: 5.9791097641, output_fired_time: 4.5366387367, propagate_forward_time: 237.5741882324, propagate_backward_time: 376.2590026855, weight_update_time: 1.0491670370, other_time: 10.5308227539
epoch time: 50.0641822815s, input_fired_time: 0.7458831072, output_fired_time: 0.0000000000, propagate_forward_time: 47.4912490845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8270492554
validation[          , genome  5778] predictions:    6096/  10000 (60.96%), best:    6027/10000 (60.27%), error:     12018.38086, best error:     11889.86426 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 635.0727539063s, input_fired_time: 5.9848542213, output_fired_time: 4.5331034660, propagate_forward_time: 237.7535705566, propagate_backward_time: 376.2690429688, weight_update_time: 1.0473791361, other_time: 10.5321960449
epoch time: 50.0715942383s, input_fired_time: 0.7501450181, output_fired_time: 0.0000000000, propagate_forward_time: 47.4890556335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8323936462
validation[          , genome  5778] predictions:    6041/  10000 (60.41%), best:    6027/10000 (60.27%), error:     12073.29883, best error:     11889.86426 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 634.5645141602s, input_fired_time: 5.9843568802, output_fired_time: 4.5393977165, propagate_forward_time: 237.4888610840, propagate_backward_time: 376.0247192383, weight_update_time: 1.0480235815, other_time: 10.5271911621
epoch time: 50.0495338440s, input_fired_time: 0.7503589392, output_fired_time: 0.0000000000, propagate_forward_time: 47.4655303955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8336448669
validation[          , genome  5778] predictions:    6080/  10000 (60.80%), best:    6027/10000 (60.27%), error:     11892.94434, best error:     11889.86426 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 634.4418945313s, input_fired_time: 5.9854588509, output_fired_time: 4.5371766090, propagate_forward_time: 237.3819580078, propagate_backward_time: 376.0056152344, weight_update_time: 1.0450745821, other_time: 10.5316772461
epoch time: 50.0367507935s, input_fired_time: 0.7503306866, output_fired_time: 0.0000000000, propagate_forward_time: 47.4515151978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8349037170
validation[          , genome  5778] predictions:    6022/  10000 (60.22%), best:    6027/10000 (60.27%), error:     12207.68359, best error:     11889.86426 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 634.3484497070s, input_fired_time: 5.9833192825, output_fired_time: 4.5322580338, propagate_forward_time: 237.3223419189, propagate_backward_time: 375.9855346680, weight_update_time: 1.0462274551, other_time: 10.5249633789
epoch time: 50.0507202148s, input_fired_time: 0.7499334812, output_fired_time: 0.0000000000, propagate_forward_time: 47.4615974426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8391876221
validation[          , genome  5778] predictions:    6077/  10000 (60.77%), best:    6077/10000 (60.77%), error:     11882.99316, best error:     11882.99316 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 634.2285156250s, input_fired_time: 5.9747257233, output_fired_time: 4.5288805962, propagate_forward_time: 237.3249664307, propagate_backward_time: 375.8857727051, weight_update_time: 1.0440491438, other_time: 10.5141906738
epoch time: 50.1012878418s, input_fired_time: 0.7539842129, output_fired_time: 0.0000000000, propagate_forward_time: 47.5046310425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8426742554
validation[          , genome  5778] predictions:    6124/  10000 (61.24%), best:    6077/10000 (60.77%), error:     11890.09863, best error:     11882.99316 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 634.5339965820s, input_fired_time: 5.9850568771, output_fired_time: 4.5343647003, propagate_forward_time: 237.4307556152, propagate_backward_time: 376.0517578125, weight_update_time: 1.0455573797, other_time: 10.5320739746
epoch time: 50.1431159973s, input_fired_time: 0.7554040551, output_fired_time: 0.0000000000, propagate_forward_time: 47.5495109558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8381996155
validation[          , genome  5778] predictions:    6114/  10000 (61.14%), best:    6114/10000 (61.14%), error:     11812.95703, best error:     11812.95703 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 634.9928588867s, input_fired_time: 5.9903564453, output_fired_time: 4.5405025482, propagate_forward_time: 237.6478118896, propagate_backward_time: 376.2652282715, weight_update_time: 1.0466666222, other_time: 10.5489196777
epoch time: 50.0236778259s, input_fired_time: 0.7468808293, output_fired_time: 0.0000000000, propagate_forward_time: 47.4455833435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8312149048
validation[          , genome  5778] predictions:    6037/  10000 (60.37%), best:    6114/10000 (61.14%), error:     11881.13770, best error:     11812.95703 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 635.4710693359s, input_fired_time: 5.9815950394, output_fired_time: 4.5328750610, propagate_forward_time: 237.7021331787, propagate_backward_time: 376.7590942383, weight_update_time: 1.0461311340, other_time: 10.4953613281
epoch time: 50.2022323608s, input_fired_time: 0.7518171072, output_fired_time: 0.0000000000, propagate_forward_time: 47.5975914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8528251648
validation[          , genome  5778] predictions:    6086/  10000 (60.86%), best:    6114/10000 (61.14%), error:     11880.61621, best error:     11812.95703 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 634.8110351563s, input_fired_time: 5.9910697937, output_fired_time: 4.5451579094, propagate_forward_time: 237.4658203125, propagate_backward_time: 376.2726745605, weight_update_time: 1.0465263128, other_time: 10.5362854004
epoch time: 50.1110000610s, input_fired_time: 0.7488110662, output_fired_time: 0.0000000000, propagate_forward_time: 47.5358619690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8263282776
validation[          , genome  5778] predictions:    6001/  10000 (60.01%), best:    6114/10000 (61.14%), error:     11955.85840, best error:     11812.95703 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 634.9279174805s, input_fired_time: 5.9843859673, output_fired_time: 4.5424346924, propagate_forward_time: 237.5319824219, propagate_backward_time: 376.3663635254, weight_update_time: 1.0441596508, other_time: 10.5027770996
epoch time: 50.0583953857s, input_fired_time: 0.7503696084, output_fired_time: 0.0000000000, propagate_forward_time: 47.4719314575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8360939026
validation[          , genome  5778] predictions:    6132/  10000 (61.32%), best:    6114/10000 (61.14%), error:     11856.25684, best error:     11812.95703 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 634.8280029297s, input_fired_time: 5.9896087646, output_fired_time: 4.5421342850, propagate_forward_time: 237.5386199951, propagate_backward_time: 376.2494201660, weight_update_time: 1.0456182957, other_time: 10.5082092285
epoch time: 50.1165008545s, input_fired_time: 0.7554033399, output_fired_time: 0.0000000000, propagate_forward_time: 47.5210189819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8400802612
validation[          , genome  5778] predictions:    6089/  10000 (60.89%), best:    6114/10000 (61.14%), error:     11902.87305, best error:     11812.95703 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 634.8633422852s, input_fired_time: 5.9871559143, output_fired_time: 4.5372104645, propagate_forward_time: 237.5195922852, propagate_backward_time: 376.2494201660, weight_update_time: 1.0466520786, other_time: 10.5699157715
epoch time: 50.1708297729s, input_fired_time: 0.7601311803, output_fired_time: 0.0000000000, propagate_forward_time: 47.5685501099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8421478271
validation[          , genome  5778] predictions:    6091/  10000 (60.91%), best:    6114/10000 (61.14%), error:     11871.51367, best error:     11812.95703 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 635.4292602539s, input_fired_time: 6.0140252113, output_fired_time: 4.5438642502, propagate_forward_time: 237.8247680664, propagate_backward_time: 376.4946594238, weight_update_time: 1.0481235981, other_time: 10.5519104004
epoch time: 50.1625709534s, input_fired_time: 0.7525248528, output_fired_time: 0.0000000000, propagate_forward_time: 47.5732307434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8368148804
validation[          , genome  5778] predictions:    6103/  10000 (61.03%), best:    6114/10000 (61.14%), error:     11893.57617, best error:     11812.95703 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 635.7039794922s, input_fired_time: 6.0049934387, output_fired_time: 4.5424118042, propagate_forward_time: 237.7964782715, propagate_backward_time: 376.8364562988, weight_update_time: 1.0462317467, other_time: 10.5236206055
epoch time: 50.0808067322s, input_fired_time: 0.7522014976, output_fired_time: 0.0000000000, propagate_forward_time: 47.4983100891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8302955627
validation[          , genome  5778] predictions:    6120/  10000 (61.20%), best:    6114/10000 (61.14%), error:     11861.96094, best error:     11812.95703 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 634.2821655273s, input_fired_time: 5.9792704582, output_fired_time: 4.5302062035, propagate_forward_time: 237.3595428467, propagate_backward_time: 375.8988647461, weight_update_time: 1.0453854799, other_time: 10.5142822266
epoch time: 50.0190277100s, input_fired_time: 0.7509878278, output_fired_time: 0.0000000000, propagate_forward_time: 47.4314270020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8366127014
validation[          , genome  5778] predictions:    6097/  10000 (60.97%), best:    6114/10000 (61.14%), error:     11886.58301, best error:     11812.95703 on epoch:    91, 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: 250.4652557373s, input_fired_time: 3.7545197010, output_fired_time: 0.0000000000, propagate_forward_time: 237.4399261475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.2708129883
best training[          , genome  5778] predictions:   38330/  50000 (76.66%), best:    6114/10000 (61.14%), error:     34900.76563, best error:     11812.95703 on epoch:    91, 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: 50.2270469666s, input_fired_time: 0.7500987053, output_fired_time: 0.0000000000, propagate_forward_time: 47.6454620361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8314857483
   testing[          , genome  5778] predictions:    6114/  10000 (61.14%), best:    6114/10000 (61.14%), error:     11812.95703, best error:     11812.95703 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:07:22 (2152): called boinc_finish(0)

</stderr_txt>
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