Nameexact_genome_1509704703_27_10470_0
Workunit2337648
Created5 Nov 2017, 12:13:19 UTC
Sent5 Nov 2017, 12:31:25 UTC
Report deadline16 Dec 2017, 20:46:45 UTC
Received7 Nov 2017, 13:35:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time20 hours 50 min 42 sec
CPU time20 hours 50 min 21 sec
Validate stateValid
Credit10,336.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size178.04 MB
Peak swap size176.51 MB
Peak disk usage6.31 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
_update_time: 0.4387729764, other_time: 9.5500183105
epoch time: 57.5541839600s, input_fired_time: 1.3157665730, output_fired_time: 0.0000000000, propagate_forward_time: 54.4517707825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7866477966
validation[          , genome 10470] predictions:    9796/  10000 (97.96%), best:    9826/10000 (98.26%), error:       697.67053, best error:       548.27966 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 680.4392700195s, input_fired_time: 11.0302476883, output_fired_time: 10.5101232529, propagate_forward_time: 261.3442993164, propagate_backward_time: 387.5282287598, weight_update_time: 0.4521179497, other_time: 10.0263366699
epoch time: 57.3752479553s, input_fired_time: 1.3195629120, output_fired_time: 0.0000000000, propagate_forward_time: 54.2622413635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7934455872
validation[          , genome 10470] predictions:    9799/  10000 (97.99%), best:    9826/10000 (98.26%), error:       655.12097, best error:       548.27966 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 680.7162475586s, input_fired_time: 10.9986057281, output_fired_time: 10.5583286285, propagate_forward_time: 261.3608398438, propagate_backward_time: 387.8918151855, weight_update_time: 0.4538996220, other_time: 9.9066467285
epoch time: 57.3668060303s, input_fired_time: 1.3238161802, output_fired_time: 0.0000000000, propagate_forward_time: 54.2546958923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7882957458
validation[          , genome 10470] predictions:    9776/  10000 (97.76%), best:    9826/10000 (98.26%), error:       764.52032, best error:       548.27966 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 680.0660400391s, input_fired_time: 11.0445003510, output_fired_time: 10.5120172501, propagate_forward_time: 260.9287414551, propagate_backward_time: 387.5617675781, weight_update_time: 0.4620057046, other_time: 10.0190124512
epoch time: 57.6415748596s, input_fired_time: 1.3344961405, output_fired_time: 0.0000000000, propagate_forward_time: 54.4207229614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8863563538
validation[          , genome 10470] predictions:    9791/  10000 (97.91%), best:    9826/10000 (98.26%), error:       693.61786, best error:       548.27966 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 679.0072021484s, input_fired_time: 10.9928617477, output_fired_time: 10.4687004089, propagate_forward_time: 260.7506408691, propagate_backward_time: 386.8374938965, weight_update_time: 0.4635686278, other_time: 9.9575195313
epoch time: 57.3906517029s, input_fired_time: 1.3428004980, output_fired_time: 0.0000000000, propagate_forward_time: 54.1596717834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8881797791
validation[          , genome 10470] predictions:    9815/  10000 (98.15%), best:    9826/10000 (98.26%), error:       607.65515, best error:       548.27966 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 682.4886474609s, input_fired_time: 10.8655138016, output_fired_time: 10.5594520569, propagate_forward_time: 262.0631103516, propagate_backward_time: 389.3898620605, weight_update_time: 0.4647458196, other_time: 9.6106872559
epoch time: 57.5352058411s, input_fired_time: 1.3238618374, output_fired_time: 0.0000000000, propagate_forward_time: 54.4247283936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7866172791
validation[          , genome 10470] predictions:    9810/  10000 (98.10%), best:    9826/10000 (98.26%), error:       633.15436, best error:       548.27966 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 681.1084594727s, input_fired_time: 11.0066108704, output_fired_time: 10.5180320740, propagate_forward_time: 261.4674987793, propagate_backward_time: 388.1936340332, weight_update_time: 0.4786035717, other_time: 9.9227294922
epoch time: 57.2266845703s, input_fired_time: 1.3221068382, output_fired_time: 0.0000000000, propagate_forward_time: 54.1272926331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7772865295
validation[          , genome 10470] predictions:    9790/  10000 (97.90%), best:    9826/10000 (98.26%), error:       767.56134, best error:       548.27966 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 683.5977783203s, input_fired_time: 11.0034818649, output_fired_time: 10.5850095749, propagate_forward_time: 262.5255737305, propagate_backward_time: 389.5240783691, weight_update_time: 0.4905722439, other_time: 9.9596252441
epoch time: 57.2051200867s, input_fired_time: 1.3168635368, output_fired_time: 0.0000000000, propagate_forward_time: 54.1052474976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7830085754
validation[          , genome 10470] predictions:    9806/  10000 (98.06%), best:    9826/10000 (98.26%), error:       678.49768, best error:       548.27966 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 682.3406372070s, input_fired_time: 10.9195041656, output_fired_time: 10.5267333984, propagate_forward_time: 261.9454650879, propagate_backward_time: 389.1679992676, weight_update_time: 0.4955897331, other_time: 9.7809448242
epoch time: 57.6169204712s, input_fired_time: 1.3217158318, output_fired_time: 0.0000000000, propagate_forward_time: 54.5113830566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7838211060
validation[          , genome 10470] predictions:    9794/  10000 (97.94%), best:    9826/10000 (98.26%), error:       638.32916, best error:       548.27966 on epoch:    11, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 682.5679321289s, input_fired_time: 11.1110525131, output_fired_time: 10.5578556061, propagate_forward_time: 261.7060241699, propagate_backward_time: 389.0100708008, weight_update_time: 0.5190072656, other_time: 10.1829528809
epoch time: 57.3941879272s, input_fired_time: 1.3496077061, output_fired_time: 0.0000000000, propagate_forward_time: 54.1647148132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8798637390
validation[          , genome 10470] predictions:    9804/  10000 (98.04%), best:    9826/10000 (98.26%), error:       729.87146, best error:       548.27966 on epoch:    11, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 680.9300537109s, input_fired_time: 10.9482517242, output_fired_time: 10.5576219559, propagate_forward_time: 261.2474975586, propagate_backward_time: 388.4279785156, weight_update_time: 0.5222352147, other_time: 9.7487182617
epoch time: 57.7512016296s, input_fired_time: 1.3516732454, output_fired_time: 0.0000000000, propagate_forward_time: 54.5155677795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8839607239
validation[          , genome 10470] predictions:    9809/  10000 (98.09%), best:    9826/10000 (98.26%), error:       688.38879, best error:       548.27966 on epoch:    11, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 680.7927246094s, input_fired_time: 11.0608034134, output_fired_time: 10.4934043884, propagate_forward_time: 261.2428283691, propagate_backward_time: 387.9300231934, weight_update_time: 0.5435919762, other_time: 10.0656738281
epoch time: 57.4974365234s, input_fired_time: 1.3540608883, output_fired_time: 0.0000000000, propagate_forward_time: 54.2488975525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8944778442
validation[          , genome 10470] predictions:    9770/  10000 (97.70%), best:    9826/10000 (98.26%), error:       791.84399, best error:       548.27966 on epoch:    11, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 682.7127685547s, input_fired_time: 11.0128765106, output_fired_time: 10.5483608246, propagate_forward_time: 261.9071655273, propagate_backward_time: 389.4279785156, weight_update_time: 0.5520002842, other_time: 9.8164062500
epoch time: 57.5109939575s, input_fired_time: 1.3679633141, output_fired_time: 0.0000000000, propagate_forward_time: 54.2541503906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8888816833
validation[          , genome 10470] predictions:    9825/  10000 (98.25%), best:    9826/10000 (98.26%), error:       640.02734, best error:       548.27966 on epoch:    11, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 683.2344360352s, input_fired_time: 11.1228857040, output_fired_time: 10.5394401550, propagate_forward_time: 262.0186462402, propagate_backward_time: 389.4104003906, weight_update_time: 0.5745434761, other_time: 10.1430969238
epoch time: 57.3563880920s, input_fired_time: 1.3600820303, output_fired_time: 0.0000000000, propagate_forward_time: 54.1092147827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8870925903
validation[          , genome 10470] predictions:    9823/  10000 (98.23%), best:    9826/10000 (98.26%), error:       584.78369, best error:       548.27966 on epoch:    11, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 681.9370727539s, input_fired_time: 11.0646924973, output_fired_time: 10.5269412994, propagate_forward_time: 261.4311828613, propagate_backward_time: 388.9525451660, weight_update_time: 0.5828676224, other_time: 9.9617309570
epoch time: 57.2333679199s, input_fired_time: 1.3335189819, output_fired_time: 0.0000000000, propagate_forward_time: 54.1164665222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7833824158
validation[          , genome 10470] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       494.25266, best error:       494.25266 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 683.6560668945s, input_fired_time: 11.2105760574, output_fired_time: 10.5572805405, propagate_forward_time: 262.0153198242, propagate_backward_time: 389.6019592285, weight_update_time: 0.6045626402, other_time: 10.2709655762
epoch time: 57.6361045837s, input_fired_time: 1.3640332222, output_fired_time: 0.0000000000, propagate_forward_time: 54.3882751465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8837966919
validation[          , genome 10470] predictions:    9851/  10000 (98.51%), best:    9849/10000 (98.49%), error:       494.28897, best error:       494.25266 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 683.0170898438s, input_fired_time: 10.9873161316, output_fired_time: 10.5265913010, propagate_forward_time: 262.1203918457, propagate_backward_time: 389.6295776367, weight_update_time: 0.5986452103, other_time: 9.7532043457
epoch time: 57.5961418152s, input_fired_time: 1.3423782587, output_fired_time: 0.0000000000, propagate_forward_time: 54.4662017822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7875633240
validation[          , genome 10470] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       479.44058, best error:       479.44058 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 682.6125488281s, input_fired_time: 11.1523284912, output_fired_time: 10.5489253998, propagate_forward_time: 261.6976623535, propagate_backward_time: 388.9705810547, weight_update_time: 0.6185976863, other_time: 10.2430114746
epoch time: 57.3687553406s, input_fired_time: 1.3584742546, output_fired_time: 0.0000000000, propagate_forward_time: 54.1220245361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8882560730
validation[          , genome 10470] predictions:    9853/  10000 (98.53%), best:    9865/10000 (98.65%), error:       504.13596, best error:       479.44058 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 682.3406372070s, input_fired_time: 11.0928936005, output_fired_time: 10.5382585526, propagate_forward_time: 261.4719848633, propagate_backward_time: 389.1780395508, weight_update_time: 0.6094836593, other_time: 10.0594482422
epoch time: 57.5763359070s, input_fired_time: 1.3416675329, output_fired_time: 0.0000000000, propagate_forward_time: 54.4480743408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7865943909
validation[          , genome 10470] predictions:    9833/  10000 (98.33%), best:    9865/10000 (98.65%), error:       564.64160, best error:       479.44058 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 683.1650390625s, input_fired_time: 11.0068855286, output_fired_time: 10.5034151077, propagate_forward_time: 261.9132690430, propagate_backward_time: 389.8904724121, weight_update_time: 0.6082850695, other_time: 9.8509826660
epoch time: 57.6410179138s, input_fired_time: 1.3396929502, output_fired_time: 0.0000000000, propagate_forward_time: 54.5163917542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7849349976
validation[          , genome 10470] predictions:    9830/  10000 (98.30%), best:    9865/10000 (98.65%), error:       559.34076, best error:       479.44058 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 682.7477416992s, input_fired_time: 11.1538734436, output_fired_time: 10.5197458267, propagate_forward_time: 261.7556762695, propagate_backward_time: 389.1618347168, weight_update_time: 0.6140005589, other_time: 10.1565856934
epoch time: 57.5212745667s, input_fired_time: 1.3522561789, output_fired_time: 0.0000000000, propagate_forward_time: 54.3382339478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8307838440
validation[          , genome 10470] predictions:    9858/  10000 (98.58%), best:    9865/10000 (98.65%), error:       518.46710, best error:       479.44058 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 682.1207275391s, input_fired_time: 11.1849355698, output_fired_time: 10.5072994232, propagate_forward_time: 261.4249572754, propagate_backward_time: 388.7536621094, weight_update_time: 0.6154260635, other_time: 10.2498474121
epoch time: 57.4993400574s, input_fired_time: 1.3434805870, output_fired_time: 0.0000000000, propagate_forward_time: 54.3668251038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7890357971
validation[          , genome 10470] predictions:    9849/  10000 (98.49%), best:    9865/10000 (98.65%), error:       526.68256, best error:       479.44058 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 681.9180297852s, input_fired_time: 11.1532716751, output_fired_time: 10.4868135452, propagate_forward_time: 261.4086914063, propagate_backward_time: 388.6759948730, weight_update_time: 0.6129023433, other_time: 10.1932678223
epoch time: 57.3460578918s, input_fired_time: 1.3325823545, output_fired_time: 0.0000000000, propagate_forward_time: 54.2215919495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7918853760
validation[          , genome 10470] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       471.32129, best error:       471.32129 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 684.4117431641s, input_fired_time: 11.2077798843, output_fired_time: 10.5609083176, propagate_forward_time: 262.2875671387, propagate_backward_time: 390.0771789551, weight_update_time: 0.6189379692, other_time: 10.2783203125
epoch time: 57.7626571655s, input_fired_time: 1.3762973547, output_fired_time: 0.0000000000, propagate_forward_time: 54.4930610657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8932991028
validation[          , genome 10470] predictions:    9851/  10000 (98.51%), best:    9863/10000 (98.63%), error:       501.68771, best error:       471.32129 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 680.9784545898s, input_fired_time: 11.0880374908, output_fired_time: 10.4895505905, propagate_forward_time: 261.0112609863, propagate_backward_time: 388.3240356445, weight_update_time: 0.6128772497, other_time: 10.0655822754
epoch time: 57.5656814575s, input_fired_time: 1.3417509794, output_fired_time: 0.0000000000, propagate_forward_time: 54.3820343018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8418960571
validation[          , genome 10470] predictions:    9830/  10000 (98.30%), best:    9863/10000 (98.63%), error:       560.33008, best error:       471.32129 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 682.2782592773s, input_fired_time: 10.9683160782, output_fired_time: 10.5359544754, propagate_forward_time: 261.7014160156, propagate_backward_time: 389.2696533203, weight_update_time: 0.6052776575, other_time: 9.8029174805
epoch time: 57.3363838196s, input_fired_time: 1.3324519396, output_fired_time: 0.0000000000, propagate_forward_time: 54.2227745056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7811584473
validation[          , genome 10470] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       456.88983, best error:       456.88983 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 681.4685668945s, input_fired_time: 11.0195312500, output_fired_time: 10.4980840683, propagate_forward_time: 261.3275451660, propagate_backward_time: 388.6617431641, weight_update_time: 0.6082608104, other_time: 9.9616394043
epoch time: 57.2376861572s, input_fired_time: 1.3617609739, output_fired_time: 0.0000000000, propagate_forward_time: 53.9935646057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8823623657
validation[          , genome 10470] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       437.07513, best error:       437.07513 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 685.7792968750s, input_fired_time: 11.2078237534, output_fired_time: 10.5685424805, propagate_forward_time: 262.7859802246, propagate_backward_time: 390.9318237305, weight_update_time: 0.6159111261, other_time: 10.2851257324
epoch time: 57.4666748047s, input_fired_time: 1.3653634787, output_fired_time: 0.0000000000, propagate_forward_time: 54.2102775574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8910331726
validation[          , genome 10470] predictions:    9835/  10000 (98.35%), best:    9870/10000 (98.70%), error:       572.18433, best error:       437.07513 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 682.4662475586s, input_fired_time: 10.9931926727, output_fired_time: 10.5156068802, propagate_forward_time: 261.7483825684, propagate_backward_time: 389.4018249512, weight_update_time: 0.6055585742, other_time: 9.8072509766
epoch time: 57.1832275391s, input_fired_time: 1.3285700083, output_fired_time: 0.0000000000, propagate_forward_time: 54.0673370361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7873191833
validation[          , genome 10470] predictions:    9866/  10000 (98.66%), best:    9870/10000 (98.70%), error:       518.99896, best error:       437.07513 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 680.3983764648s, input_fired_time: 10.9598550797, output_fired_time: 10.4711627960, propagate_forward_time: 261.2300720215, propagate_backward_time: 387.9617309570, weight_update_time: 0.6025902033, other_time: 9.7755432129
epoch time: 57.1402549744s, input_fired_time: 1.3380686045, output_fired_time: 0.0000000000, propagate_forward_time: 54.0068664551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953186035
validation[          , genome 10470] predictions:    9883/  10000 (98.83%), best:    9870/10000 (98.70%), error:       443.26968, best error:       437.07513 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 682.8566284180s, input_fired_time: 11.1366443634, output_fired_time: 10.5212268829, propagate_forward_time: 261.7850036621, propagate_backward_time: 389.2726745605, weight_update_time: 0.6150719523, other_time: 10.1410522461
epoch time: 57.7079620361s, input_fired_time: 1.3645745516, output_fired_time: 0.0000000000, propagate_forward_time: 54.4587211609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8846664429
validation[          , genome 10470] predictions:    9878/  10000 (98.78%), best:    9870/10000 (98.70%), error:       451.20627, best error:       437.07513 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 685.9468994141s, input_fired_time: 11.2042684555, output_fired_time: 10.5778055191, propagate_forward_time: 262.8807678223, propagate_backward_time: 391.0104370117, weight_update_time: 0.6198756099, other_time: 10.2735900879
epoch time: 57.5155677795s, input_fired_time: 1.3671461344, output_fired_time: 0.0000000000, propagate_forward_time: 54.2599906921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8884315491
validation[          , genome 10470] predictions:    9866/  10000 (98.66%), best:    9870/10000 (98.70%), error:       467.64908, best error:       437.07513 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 683.2105102539s, input_fired_time: 10.9926509857, output_fired_time: 10.5652008057, propagate_forward_time: 261.9387207031, propagate_backward_time: 389.9562683105, weight_update_time: 0.6059685946, other_time: 9.7576599121
epoch time: 57.5904960632s, input_fired_time: 1.3664985895, output_fired_time: 0.0000000000, propagate_forward_time: 54.3411979675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8828010559
validation[          , genome 10470] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       508.66098, best error:       437.07513 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 682.3253173828s, input_fired_time: 11.0560092926, output_fired_time: 10.5069999695, propagate_forward_time: 261.7492980957, propagate_backward_time: 389.1132202148, weight_update_time: 0.6049699187, other_time: 9.8997497559
epoch time: 57.8901062012s, input_fired_time: 1.3742055893, output_fired_time: 0.0000000000, propagate_forward_time: 54.6123008728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9035987854
validation[          , genome 10470] predictions:    9875/  10000 (98.75%), best:    9870/10000 (98.70%), error:       465.61914, best error:       437.07513 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 683.9030151367s, input_fired_time: 11.1517105103, output_fired_time: 10.5472316742, propagate_forward_time: 262.2937927246, propagate_backward_time: 389.7780151367, weight_update_time: 0.6188753247, other_time: 10.1322326660
epoch time: 57.6203956604s, input_fired_time: 1.3681514263, output_fired_time: 0.0000000000, propagate_forward_time: 54.3568000793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8954429626
validation[          , genome 10470] predictions:    9862/  10000 (98.62%), best:    9870/10000 (98.70%), error:       460.63766, best error:       437.07513 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 683.6941528320s, input_fired_time: 11.1349554062, output_fired_time: 10.5356950760, propagate_forward_time: 262.0242614746, propagate_backward_time: 389.9028320313, weight_update_time: 0.6147256494, other_time: 10.0964050293
epoch time: 57.5649909973s, input_fired_time: 1.3421881199, output_fired_time: 0.0000000000, propagate_forward_time: 54.4251785278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7976226807
validation[          , genome 10470] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       465.61746, best error:       437.07513 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 684.2430419922s, input_fired_time: 10.9981403351, output_fired_time: 10.5120201111, propagate_forward_time: 262.1117248535, propagate_backward_time: 390.8169860840, weight_update_time: 0.6072384119, other_time: 9.8041381836
epoch time: 57.5420074463s, input_fired_time: 1.3359383345, output_fired_time: 0.0000000000, propagate_forward_time: 54.4146118164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7914581299
validation[          , genome 10470] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       507.00772, best error:       437.07513 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 684.7016601563s, input_fired_time: 11.1650915146, output_fired_time: 10.5041522980, propagate_forward_time: 261.3157958984, propagate_backward_time: 391.4814453125, weight_update_time: 0.6146932244, other_time: 10.2351684570
epoch time: 57.6305007935s, input_fired_time: 1.3444275856, output_fired_time: 0.0000000000, propagate_forward_time: 54.4866752625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7993965149
validation[          , genome 10470] predictions:    9878/  10000 (98.78%), best:    9870/10000 (98.70%), error:       490.44003, best error:       437.07513 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 683.5601806641s, input_fired_time: 11.1965951920, output_fired_time: 10.5495185852, propagate_forward_time: 262.0086669922, propagate_backward_time: 389.5383300781, weight_update_time: 0.6185824871, other_time: 10.2670898438
epoch time: 57.5960960388s, input_fired_time: 1.3666071892, output_fired_time: 0.0000000000, propagate_forward_time: 54.3336906433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8957977295
validation[          , genome 10470] predictions:    9889/  10000 (98.89%), best:    9870/10000 (98.70%), error:       442.79266, best error:       437.07513 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 683.7202148438s, input_fired_time: 11.1042308807, output_fired_time: 10.5516834259, propagate_forward_time: 262.1773376465, propagate_backward_time: 389.7995910645, weight_update_time: 0.6104189754, other_time: 10.0873413086
epoch time: 57.5023689270s, input_fired_time: 1.3580646515, output_fired_time: 0.0000000000, propagate_forward_time: 54.3546562195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7896461487
validation[          , genome 10470] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       476.70099, best error:       437.07513 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 680.4534301758s, input_fired_time: 10.9445533752, output_fired_time: 10.4980945587, propagate_forward_time: 260.9847106934, propagate_backward_time: 388.2813720703, weight_update_time: 0.5999073982, other_time: 9.7446594238
epoch time: 57.1234436035s, input_fired_time: 1.3318620920, output_fired_time: 0.0000000000, propagate_forward_time: 54.0024452209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7891349792
validation[          , genome 10470] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       484.09985, best error:       437.07513 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 683.8709716797s, input_fired_time: 11.1846637726, output_fired_time: 10.5375661850, propagate_forward_time: 262.1250305176, propagate_backward_time: 389.7426757813, weight_update_time: 0.6170417666, other_time: 10.2810363770
epoch time: 57.7498130798s, input_fired_time: 1.3555905819, output_fired_time: 0.0000000000, propagate_forward_time: 54.5456237793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8485984802
validation[          , genome 10470] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       464.88797, best error:       437.07513 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 682.7468261719s, input_fired_time: 11.0980405807, output_fired_time: 10.5279979706, propagate_forward_time: 261.5413818359, propagate_backward_time: 389.4808654785, weight_update_time: 0.6108423471, other_time: 10.0985412598
epoch time: 57.2046661377s, input_fired_time: 1.3671658039, output_fired_time: 0.0000000000, propagate_forward_time: 53.9460449219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8914566040
validation[          , genome 10470] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       466.52536, best error:       437.07513 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 684.6105957031s, input_fired_time: 10.9791898727, output_fired_time: 10.5537929535, propagate_forward_time: 262.5931091309, propagate_backward_time: 390.7160339355, weight_update_time: 0.6056949496, other_time: 9.7684936523
epoch time: 57.6039810181s, input_fired_time: 1.3290687799, output_fired_time: 0.0000000000, propagate_forward_time: 54.4963951111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7785186768
validation[          , genome 10470] predictions:    9821/  10000 (98.21%), best:    9870/10000 (98.70%), error:       620.31470, best error:       437.07513 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 682.0961303711s, input_fired_time: 11.1467895508, output_fired_time: 10.5030822754, propagate_forward_time: 261.3271179199, propagate_backward_time: 388.8635864258, weight_update_time: 0.6146682501, other_time: 10.2555847168
epoch time: 57.4772796631s, input_fired_time: 1.3332774639, output_fired_time: 0.0000000000, propagate_forward_time: 54.3556671143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7883338928
validation[          , genome 10470] predictions:    9873/  10000 (98.73%), best:    9870/10000 (98.70%), error:       468.32956, best error:       437.07513 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 685.9693603516s, input_fired_time: 11.0424900055, output_fired_time: 10.5843687057, propagate_forward_time: 263.0821228027, propagate_backward_time: 391.3647460938, weight_update_time: 0.6075478792, other_time: 9.8956604004
epoch time: 57.8455429077s, input_fired_time: 1.3758267164, output_fired_time: 0.0000000000, propagate_forward_time: 54.5871620178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8825531006
validation[          , genome 10470] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       476.43954, best error:       437.07513 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 682.9302978516s, input_fired_time: 11.1437540054, output_fired_time: 10.5067930222, propagate_forward_time: 261.8613891602, propagate_backward_time: 389.2428283691, weight_update_time: 0.6150233746, other_time: 10.1755676270
epoch time: 57.5198059082s, input_fired_time: 1.3677053452, output_fired_time: 0.0000000000, propagate_forward_time: 54.2616767883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8904228210
validation[          , genome 10470] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       419.69342, best error:       419.69342 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 683.7120361328s, input_fired_time: 11.1900882721, output_fired_time: 10.5159454346, propagate_forward_time: 262.1610717773, propagate_backward_time: 389.5522460938, weight_update_time: 0.6187047362, other_time: 10.2927246094
epoch time: 57.6139526367s, input_fired_time: 1.3633365631, output_fired_time: 0.0000000000, propagate_forward_time: 54.3698310852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8807868958
validation[          , genome 10470] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       432.91266, best error:       419.69342 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 683.5461425781s, input_fired_time: 11.1958217621, output_fired_time: 10.5264997482, propagate_forward_time: 262.0149841309, propagate_backward_time: 389.5149841309, weight_update_time: 0.6182547808, other_time: 10.2938842773
epoch time: 57.6249275208s, input_fired_time: 1.3702002764, output_fired_time: 0.0000000000, propagate_forward_time: 54.3645248413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8902015686
validation[          , genome 10470] predictions:    9885/  10000 (98.85%), best:    9881/10000 (98.81%), error:       432.07996, best error:       419.69342 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 682.0056152344s, input_fired_time: 11.1417999268, output_fired_time: 10.4938802719, propagate_forward_time: 261.4497070313, propagate_backward_time: 388.7810974121, weight_update_time: 0.6182714701, other_time: 10.1391296387
epoch time: 57.6956138611s, input_fired_time: 1.3429471254, output_fired_time: 0.0000000000, propagate_forward_time: 54.5650825500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7875823975
validation[          , genome 10470] predictions:    9874/  10000 (98.74%), best:    9881/10000 (98.81%), error:       451.46872, best error:       419.69342 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 684.6209106445s, input_fired_time: 11.1971406937, output_fired_time: 10.5458688736, propagate_forward_time: 262.3608703613, propagate_backward_time: 390.2153320313, weight_update_time: 0.6158588529, other_time: 10.3016662598
epoch time: 57.5198554993s, input_fired_time: 1.3671487570, output_fired_time: 0.0000000000, propagate_forward_time: 54.2654495239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8872566223
validation[          , genome 10470] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       440.49814, best error:       419.69342 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 680.5306396484s, input_fired_time: 11.0493326187, output_fired_time: 10.4751319885, propagate_forward_time: 260.9016723633, propagate_backward_time: 388.1350402832, weight_update_time: 0.6079906225, other_time: 9.9694519043
epoch time: 57.9885902405s, input_fired_time: 1.3735152483, output_fired_time: 0.0000000000, propagate_forward_time: 54.7342376709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8808364868
validation[          , genome 10470] predictions:    9879/  10000 (98.79%), best:    9881/10000 (98.81%), error:       468.16446, best error:       419.69342 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 680.4671020508s, input_fired_time: 11.1175231934, output_fired_time: 10.4921550751, propagate_forward_time: 260.6689758301, propagate_backward_time: 388.0871887207, weight_update_time: 0.6106283069, other_time: 10.1013183594
epoch time: 57.9115600586s, input_fired_time: 1.3765840530, output_fired_time: 0.0000000000, propagate_forward_time: 54.6108093262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9241676331
validation[          , genome 10470] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       453.73456, best error:       419.69342 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 682.2620849609s, input_fired_time: 11.1950559616, output_fired_time: 10.5029363632, propagate_forward_time: 261.4490051270, propagate_backward_time: 388.8238525391, weight_update_time: 0.6166537404, other_time: 10.2912292480
epoch time: 57.5540580750s, input_fired_time: 1.3679857254, output_fired_time: 0.0000000000, propagate_forward_time: 54.3017044067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8843688965
validation[          , genome 10470] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       472.67844, best error:       419.69342 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 682.4360351563s, input_fired_time: 11.1381444931, output_fired_time: 10.4897127151, propagate_forward_time: 261.5628356934, propagate_backward_time: 389.1269531250, weight_update_time: 0.6107531786, other_time: 10.1184387207
epoch time: 57.2341079712s, input_fired_time: 1.3351154327, output_fired_time: 0.0000000000, propagate_forward_time: 54.1238632202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7751312256
validation[          , genome 10470] predictions:    9868/  10000 (98.68%), best:    9881/10000 (98.81%), error:       480.25021, best error:       419.69342 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 682.7294311523s, input_fired_time: 10.9917783737, output_fired_time: 10.5316219330, propagate_forward_time: 261.7416381836, propagate_backward_time: 389.7059936523, weight_update_time: 0.6043545604, other_time: 9.7584228516
epoch time: 57.2555847168s, input_fired_time: 1.3328868151, output_fired_time: 0.0000000000, propagate_forward_time: 54.1378097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7848892212
validation[          , genome 10470] predictions:    9878/  10000 (98.78%), best:    9881/10000 (98.81%), error:       457.97079, best error:       419.69342 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 681.6793212891s, input_fired_time: 10.9621200562, output_fired_time: 10.4886684418, propagate_forward_time: 261.6153259277, propagate_backward_time: 388.8674011230, weight_update_time: 0.6040887833, other_time: 9.7458496094
epoch time: 57.2596702576s, input_fired_time: 1.3370929956, output_fired_time: 0.0000000000, propagate_forward_time: 54.1400794983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7824974060
validation[          , genome 10470] predictions:    9869/  10000 (98.69%), best:    9881/10000 (98.81%), error:       489.29028, best error:       419.69342 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 679.7191162109s, input_fired_time: 10.9443635941, output_fired_time: 10.4672622681, propagate_forward_time: 260.7156677246, propagate_backward_time: 387.8520202637, weight_update_time: 0.6047592759, other_time: 9.7398071289
epoch time: 57.3467903137s, input_fired_time: 1.3346736431, output_fired_time: 0.0000000000, propagate_forward_time: 54.2255096436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7866058350
validation[          , genome 10470] predictions:    9887/  10000 (98.87%), best:    9881/10000 (98.81%), error:       463.25809, best error:       419.69342 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 682.5255126953s, input_fired_time: 10.9867925644, output_fired_time: 10.5454349518, propagate_forward_time: 261.6110229492, propagate_backward_time: 389.5523681641, weight_update_time: 0.6090481281, other_time: 9.8298950195
epoch time: 57.2568702698s, input_fired_time: 1.3377938271, output_fired_time: 0.0000000000, propagate_forward_time: 54.1349830627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7840919495
validation[          , genome 10470] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       489.18942, best error:       419.69342 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 682.5743408203s, input_fired_time: 10.9655170441, output_fired_time: 10.5125494003, propagate_forward_time: 261.8569030762, propagate_backward_time: 389.4660644531, weight_update_time: 0.6041899323, other_time: 9.7732849121
epoch time: 57.2702217102s, input_fired_time: 1.3399043083, output_fired_time: 0.0000000000, propagate_forward_time: 54.1476287842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7826881409
validation[          , genome 10470] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       468.71808, best error:       419.69342 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 680.5156250000s, input_fired_time: 10.9947853088, output_fired_time: 10.4815969467, propagate_forward_time: 260.9078674316, propagate_backward_time: 388.2797546387, weight_update_time: 0.6088351011, other_time: 9.8516235352
epoch time: 57.5934982300s, input_fired_time: 1.3669764996, output_fired_time: 0.0000000000, propagate_forward_time: 54.3513031006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8752174377
validation[          , genome 10470] predictions:    9874/  10000 (98.74%), best:    9881/10000 (98.81%), error:       481.58267, best error:       419.69342 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 683.8223876953s, input_fired_time: 11.0606956482, output_fired_time: 10.5406885147, propagate_forward_time: 262.1774291992, propagate_backward_time: 390.1237487793, weight_update_time: 0.6118143797, other_time: 9.9198303223
epoch time: 57.6246795654s, input_fired_time: 1.3708781004, output_fired_time: 0.0000000000, propagate_forward_time: 54.3618507385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8919525146
validation[          , genome 10470] predictions:    9885/  10000 (98.85%), best:    9881/10000 (98.81%), error:       467.42813, best error:       419.69342 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 682.1958007813s, input_fired_time: 11.1803932190, output_fired_time: 10.5143547058, propagate_forward_time: 261.2789611816, propagate_backward_time: 388.9807434082, weight_update_time: 0.6188346148, other_time: 10.2413330078
epoch time: 57.3595542908s, input_fired_time: 1.3639106750, output_fired_time: 0.0000000000, propagate_forward_time: 54.1135749817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8820686340
validation[          , genome 10470] predictions:    9880/  10000 (98.80%), best:    9881/10000 (98.81%), error:       486.18085, best error:       419.69342 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 681.5629882813s, input_fired_time: 11.0512914658, output_fired_time: 10.4681777954, propagate_forward_time: 261.4518737793, propagate_backward_time: 388.6064147949, weight_update_time: 0.6090397835, other_time: 9.9852294922
epoch time: 57.1195106506s, input_fired_time: 1.3352929354, output_fired_time: 0.0000000000, propagate_forward_time: 54.0026092529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7816085815
validation[          , genome 10470] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       486.80118, best error:       419.69342 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 682.0542602539s, input_fired_time: 11.0031566620, output_fired_time: 10.5103607178, propagate_forward_time: 261.6614990234, propagate_backward_time: 389.0721130371, weight_update_time: 0.6057287455, other_time: 9.8070983887
epoch time: 57.0261688232s, input_fired_time: 1.3315395117, output_fired_time: 0.0000000000, propagate_forward_time: 53.9274368286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7671928406
validation[          , genome 10470] predictions:    9877/  10000 (98.77%), best:    9881/10000 (98.81%), error:       480.48196, best error:       419.69342 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 683.7910766602s, input_fired_time: 11.2071266174, output_fired_time: 10.5237226486, propagate_forward_time: 262.0054931641, propagate_backward_time: 389.8038940430, weight_update_time: 0.6196357012, other_time: 10.2507934570
epoch time: 57.3904457092s, input_fired_time: 1.3707116842, output_fired_time: 0.0000000000, propagate_forward_time: 54.1325111389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8872222900
validation[          , genome 10470] predictions:    9866/  10000 (98.66%), best:    9881/10000 (98.81%), error:       485.26337, best error:       419.69342 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 682.8583984375s, input_fired_time: 11.1827716827, output_fired_time: 10.5205621719, propagate_forward_time: 261.7506713867, propagate_backward_time: 389.1555786133, weight_update_time: 0.6172577739, other_time: 10.2487792969
epoch time: 57.6063804626s, input_fired_time: 1.3655662537, output_fired_time: 0.0000000000, propagate_forward_time: 54.3632774353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8775367737
validation[          , genome 10470] predictions:    9882/  10000 (98.82%), best:    9881/10000 (98.81%), error:       476.11795, best error:       419.69342 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 680.8212280273s, input_fired_time: 10.9679327011, output_fired_time: 10.5224809647, propagate_forward_time: 260.8650207520, propagate_backward_time: 388.7033386230, weight_update_time: 0.6056843996, other_time: 9.7624511719
epoch time: 57.4019126892s, input_fired_time: 1.3627923727, output_fired_time: 0.0000000000, propagate_forward_time: 54.1524772644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8866424561
validation[          , genome 10470] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       499.49017, best error:       419.69342 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 684.3952026367s, input_fired_time: 11.2241191864, output_fired_time: 10.5394687653, propagate_forward_time: 262.1601562500, propagate_backward_time: 390.1971130371, weight_update_time: 0.6171547174, other_time: 10.2743225098
epoch time: 57.5624275208s, input_fired_time: 1.3640950918, output_fired_time: 0.0000000000, propagate_forward_time: 54.3080978394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8902359009
validation[          , genome 10470] predictions:    9840/  10000 (98.40%), best:    9881/10000 (98.81%), error:       582.85516, best error:       419.69342 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 683.0050659180s, input_fired_time: 11.1640968323, output_fired_time: 10.5226869583, propagate_forward_time: 261.7790527344, propagate_backward_time: 389.3649902344, weight_update_time: 0.6156714559, other_time: 10.1741943359
epoch time: 57.6658515930s, input_fired_time: 1.3550058603, output_fired_time: 0.0000000000, propagate_forward_time: 54.4694633484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8413810730
validation[          , genome 10470] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       484.42883, best error:       419.69342 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 678.2072143555s, input_fired_time: 10.9476413727, output_fired_time: 10.4625692368, propagate_forward_time: 259.9408874512, propagate_backward_time: 387.1488342285, weight_update_time: 0.6037147045, other_time: 9.7072753906
epoch time: 57.5225677490s, input_fired_time: 1.3266570568, output_fired_time: 0.0000000000, propagate_forward_time: 54.4002761841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7956352234
validation[          , genome 10470] predictions:    9865/  10000 (98.65%), best:    9881/10000 (98.81%), error:       508.01944, best error:       419.69342 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 683.7957763672s, input_fired_time: 11.1747045517, output_fired_time: 10.5530385971, propagate_forward_time: 262.0365600586, propagate_backward_time: 389.7866516113, weight_update_time: 0.6180506349, other_time: 10.2448425293
epoch time: 57.5530281067s, input_fired_time: 1.3664983511, output_fired_time: 0.0000000000, propagate_forward_time: 54.2916450500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8948860168
validation[          , genome 10470] predictions:    9878/  10000 (98.78%), best:    9881/10000 (98.81%), error:       486.27103, best error:       419.69342 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 682.1778564453s, input_fired_time: 11.0679388046, output_fired_time: 10.5045862198, propagate_forward_time: 261.5014343262, propagate_backward_time: 389.1109924316, weight_update_time: 0.6093168855, other_time: 9.9929199219
epoch time: 57.6002807617s, input_fired_time: 1.3553375006, output_fired_time: 0.0000000000, propagate_forward_time: 54.4051170349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8398246765
validation[          , genome 10470] predictions:    9871/  10000 (98.71%), best:    9881/10000 (98.81%), error:       489.05182, best error:       419.69342 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 683.7832641602s, input_fired_time: 11.1084957123, output_fired_time: 10.5395689011, propagate_forward_time: 261.9921264648, propagate_backward_time: 390.0796203613, weight_update_time: 0.6122987270, other_time: 10.0634460449
epoch time: 56.5120048523s, input_fired_time: 1.3449963331, output_fired_time: 0.0000000000, propagate_forward_time: 53.3153648376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8516426086
validation[          , genome 10470] predictions:    9882/  10000 (98.82%), best:    9881/10000 (98.81%), error:       474.81946, best error:       419.69342 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 681.1235351563s, input_fired_time: 11.0429925919, output_fired_time: 10.4973220825, propagate_forward_time: 261.1276855469, propagate_backward_time: 388.5324401855, weight_update_time: 0.6091982126, other_time: 9.9231262207
epoch time: 57.5845870972s, input_fired_time: 1.3454170227, output_fired_time: 0.0000000000, propagate_forward_time: 54.4554901123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7836799622
validation[          , genome 10470] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       464.30862, best error:       419.69342 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 682.7182006836s, input_fired_time: 11.0301094055, output_fired_time: 10.4789896011, propagate_forward_time: 261.7362365723, propagate_backward_time: 389.5595703125, weight_update_time: 0.6054437160, other_time: 9.9132995605
epoch time: 57.5347213745s, input_fired_time: 1.3391829729, output_fired_time: 0.0000000000, propagate_forward_time: 54.4023551941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7931823730
validation[          , genome 10470] predictions:    9882/  10000 (98.82%), best:    9881/10000 (98.81%), error:       477.13992, best error:       419.69342 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 680.4514160156s, input_fired_time: 11.0173282623, output_fired_time: 10.4798927307, propagate_forward_time: 260.9309997559, propagate_backward_time: 388.1097412109, weight_update_time: 0.6092977524, other_time: 9.9134216309
epoch time: 57.7147407532s, input_fired_time: 1.3670268059, output_fired_time: 0.0000000000, propagate_forward_time: 54.4576721191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8900413513
validation[          , genome 10470] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       473.46564, best error:       419.69342 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 685.7819213867s, input_fired_time: 11.1972694397, output_fired_time: 10.5813312531, propagate_forward_time: 262.7689514160, propagate_backward_time: 390.9658203125, weight_update_time: 0.6187467575, other_time: 10.2685241699
epoch time: 56.7900810242s, input_fired_time: 1.3291008472, output_fired_time: 0.0000000000, propagate_forward_time: 53.6913375854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7696418762
validation[          , genome 10470] predictions:    9880/  10000 (98.80%), best:    9881/10000 (98.81%), error:       480.25320, best error:       419.69342 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 682.4437866211s, input_fired_time: 11.1388654709, output_fired_time: 10.4989204407, propagate_forward_time: 261.5814208984, propagate_backward_time: 389.0215759277, weight_update_time: 0.6134812832, other_time: 10.2030334473
epoch time: 56.7305908203s, input_fired_time: 1.3533309698, output_fired_time: 0.0000000000, propagate_forward_time: 53.5145111084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8627471924
validation[          , genome 10470] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       515.85620, best error:       419.69342 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 682.4229736328s, input_fired_time: 10.9623727798, output_fired_time: 10.5386266708, propagate_forward_time: 261.6328735352, propagate_backward_time: 389.5586853027, weight_update_time: 0.6031829715, other_time: 9.7303771973
epoch time: 57.4486656189s, input_fired_time: 1.3394585848, output_fired_time: 0.0000000000, propagate_forward_time: 54.3165397644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7926673889
validation[          , genome 10470] predictions:    9878/  10000 (98.78%), best:    9881/10000 (98.81%), error:       483.47635, best error:       419.69342 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 680.6934814453s, input_fired_time: 10.9504947662, output_fired_time: 10.4700326920, propagate_forward_time: 261.2419128418, propagate_backward_time: 388.2885131836, weight_update_time: 0.6009237766, other_time: 9.7425231934
epoch time: 57.4552726746s, input_fired_time: 1.3373630047, output_fired_time: 0.0000000000, propagate_forward_time: 54.3244438171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7934646606
validation[          , genome 10470] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       475.19632, best error:       419.69342 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 680.9713134766s, input_fired_time: 11.0741004944, output_fired_time: 10.4844093323, propagate_forward_time: 260.8634948730, propagate_backward_time: 388.5207519531, weight_update_time: 0.6113956571, other_time: 10.0285339355
epoch time: 57.3276977539s, input_fired_time: 1.3574222326, output_fired_time: 0.0000000000, propagate_forward_time: 54.0905456543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8797302246
validation[          , genome 10470] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       487.00266, best error:       419.69342 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 681.6322631836s, input_fired_time: 11.0391111374, output_fired_time: 10.5235528946, propagate_forward_time: 261.2002868652, propagate_backward_time: 389.0573120117, weight_update_time: 0.6046382189, other_time: 9.8119812012
epoch time: 57.4336280823s, input_fired_time: 1.3434044123, output_fired_time: 0.0000000000, propagate_forward_time: 54.3027534485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7874717712
validation[          , genome 10470] predictions:    9878/  10000 (98.78%), best:    9881/10000 (98.81%), error:       495.02203, best error:       419.69342 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 682.0710449219s, input_fired_time: 11.1663427353, output_fired_time: 10.5168886185, propagate_forward_time: 261.3068542480, propagate_backward_time: 388.8869018555, weight_update_time: 0.6173518896, other_time: 10.1940612793
epoch time: 57.6015014648s, input_fired_time: 1.3686351776, output_fired_time: 0.0000000000, propagate_forward_time: 54.3537826538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8790817261
validation[          , genome 10470] predictions:    9876/  10000 (98.76%), best:    9881/10000 (98.81%), error:       486.50479, best error:       419.69342 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 682.1590576172s, input_fired_time: 11.1663093567, output_fired_time: 10.5331211090, propagate_forward_time: 261.1167907715, propagate_backward_time: 389.0887451172, weight_update_time: 0.6178157330, other_time: 10.2540588379
epoch time: 57.1991844177s, input_fired_time: 1.3584541082, output_fired_time: 0.0000000000, propagate_forward_time: 53.9684867859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8722419739
validation[          , genome 10470] predictions:    9883/  10000 (98.83%), best:    9881/10000 (98.81%), error:       481.73206, best error:       419.69342 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 684.4200439453s, input_fired_time: 11.0665616989, output_fired_time: 10.5475215912, propagate_forward_time: 262.4782104492, propagate_backward_time: 390.3493347168, weight_update_time: 0.6100806594, other_time: 9.9783630371
epoch time: 57.2167968750s, input_fired_time: 1.3554402590, output_fired_time: 0.0000000000, propagate_forward_time: 54.0123519897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8490028381
validation[          , genome 10470] predictions:    9882/  10000 (98.82%), best:    9881/10000 (98.81%), error:       483.40350, best error:       419.69342 on epoch:    61, 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: 286.8386840820s, input_fired_time: 6.8442597389, output_fired_time: 0.0000000000, propagate_forward_time: 270.5030212402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.4913940430
best training[          , genome 10470] predictions:   49978/  50000 (99.96%), best:    9881/10000 (98.81%), error:       225.71600, best error:       419.69342 on epoch:    61, 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: 57.2673225403s, input_fired_time: 1.3568286896, output_fired_time: 0.0000000000, propagate_forward_time: 54.0162925720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8941993713
   testing[          , genome 10470] predictions:    9872/  10000 (98.72%), best:    9881/10000 (98.81%), error:       397.51059, best error:       419.69342 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:34:29 (4240): called boinc_finish(0)

</stderr_txt>
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