Nameexact_genome_1509704703_26_14239_2
Workunit2356553
Created4 Dec 2017, 22:10:29 UTC
Sent4 Dec 2017, 22:21:26 UTC
Report deadline31 Dec 2017, 0:36:52 UTC
Received5 Dec 2017, 21:02:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time8 hours 3 min 31 sec
CPU time8 hours 3 min 21 sec
Validate stateValid
Credit6,523.51
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size165.27 MB
Peak swap size166.55 MB
Peak disk usage2.71 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
me: 0.4793085456, output_fired_time: 0.0000000000, propagate_forward_time: 21.1577091217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077854156
validation[          , genome 14239] predictions:    9777/  10000 (97.77%), best:    9812/10000 (98.12%), error:       716.23962, best error:       570.33936 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 263.6659240723s, input_fired_time: 4.4462084770, output_fired_time: 2.7537584305, propagate_forward_time: 98.2503738403, propagate_backward_time: 153.1637878418, weight_update_time: 0.3503761590, other_time: 5.0518188477
epoch time: 20.6458244324s, input_fired_time: 0.4536184371, output_fired_time: 0.0000000000, propagate_forward_time: 19.3376827240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8545227051
validation[          , genome 14239] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       555.49127, best error:       555.49127 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 270.4013366699s, input_fired_time: 4.6232123375, output_fired_time: 2.8491256237, propagate_forward_time: 100.9617996216, propagate_backward_time: 156.5573577881, weight_update_time: 0.3731882274, other_time: 5.4098663330
epoch time: 20.3779335022s, input_fired_time: 0.4841514230, output_fired_time: 0.0000000000, propagate_forward_time: 18.9558391571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9379425049
validation[          , genome 14239] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       511.05304, best error:       511.05304 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 263.4444274902s, input_fired_time: 4.5878491402, output_fired_time: 2.7809813023, propagate_forward_time: 98.1648025513, propagate_backward_time: 152.5679931641, weight_update_time: 0.3618108332, other_time: 5.3428039551
epoch time: 20.3845062256s, input_fired_time: 0.4540396035, output_fired_time: 0.0000000000, propagate_forward_time: 19.0734882355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8569774628
validation[          , genome 14239] predictions:    9829/  10000 (98.29%), best:    9847/10000 (98.47%), error:       566.97046, best error:       511.05304 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 264.5766906738s, input_fired_time: 4.4956951141, output_fired_time: 2.7779207230, propagate_forward_time: 98.6207427979, propagate_backward_time: 153.6004486084, weight_update_time: 0.3505945206, other_time: 5.0818786621
epoch time: 21.0810890198s, input_fired_time: 0.4650678337, output_fired_time: 0.0000000000, propagate_forward_time: 19.7305755615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8854465485
validation[          , genome 14239] predictions:    9835/  10000 (98.35%), best:    9847/10000 (98.47%), error:       565.08856, best error:       511.05304 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 264.6418457031s, input_fired_time: 4.4754467010, output_fired_time: 2.7656307220, propagate_forward_time: 98.6728439331, propagate_backward_time: 153.6711425781, weight_update_time: 0.3497220874, other_time: 5.0567932129
epoch time: 21.1786079407s, input_fired_time: 0.4737015963, output_fired_time: 0.0000000000, propagate_forward_time: 19.7939300537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9109764099
validation[          , genome 14239] predictions:    9837/  10000 (98.37%), best:    9847/10000 (98.47%), error:       515.97852, best error:       511.05304 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 263.8389587402s, input_fired_time: 4.5273752213, output_fired_time: 2.7693307400, propagate_forward_time: 98.2463302612, propagate_backward_time: 153.2123718262, weight_update_time: 0.3496748209, other_time: 5.0835571289
epoch time: 20.4839076996s, input_fired_time: 0.4573981464, output_fired_time: 0.0000000000, propagate_forward_time: 19.1739311218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8525791168
validation[          , genome 14239] predictions:    9763/  10000 (97.63%), best:    9847/10000 (98.47%), error:       710.34229, best error:       511.05304 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 260.5499572754s, input_fired_time: 4.4362440109, output_fired_time: 2.7565526962, propagate_forward_time: 96.9234008789, propagate_backward_time: 151.4489898682, weight_update_time: 0.3456167281, other_time: 4.9847717285
epoch time: 20.4550323486s, input_fired_time: 0.4563298523, output_fired_time: 0.0000000000, propagate_forward_time: 19.1329517365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657512665
validation[          , genome 14239] predictions:    9842/  10000 (98.42%), best:    9847/10000 (98.47%), error:       520.23663, best error:       511.05304 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 265.6148986816s, input_fired_time: 4.6002616882, output_fired_time: 2.7824566364, propagate_forward_time: 98.9874801636, propagate_backward_time: 154.0516662598, weight_update_time: 0.3511430323, other_time: 5.1930236816
epoch time: 21.5453948975s, input_fired_time: 0.4801072776, output_fired_time: 0.0000000000, propagate_forward_time: 20.1603450775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9049434662
validation[          , genome 14239] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       499.14069, best error:       499.14069 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 267.0928955078s, input_fired_time: 4.6088705063, output_fired_time: 2.8092393875, propagate_forward_time: 99.7384338379, propagate_backward_time: 154.7770538330, weight_update_time: 0.3506494164, other_time: 5.1593170166
epoch time: 20.6127490997s, input_fired_time: 0.4602647126, output_fired_time: 0.0000000000, propagate_forward_time: 19.2861900330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8662948608
validation[          , genome 14239] predictions:    9805/  10000 (98.05%), best:    9846/10000 (98.46%), error:       573.58411, best error:       499.14069 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 260.8968200684s, input_fired_time: 4.4390096664, output_fired_time: 2.7452507019, propagate_forward_time: 97.0061111450, propagate_backward_time: 151.7202148438, weight_update_time: 0.3449606001, other_time: 4.9862365723
epoch time: 20.6229724884s, input_fired_time: 0.4566319883, output_fired_time: 0.0000000000, propagate_forward_time: 19.3067131042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8596267700
validation[          , genome 14239] predictions:    9835/  10000 (98.35%), best:    9846/10000 (98.46%), error:       547.18964, best error:       499.14069 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 261.8857421875s, input_fired_time: 4.4374947548, output_fired_time: 2.7544245720, propagate_forward_time: 97.6882705688, propagate_backward_time: 152.0245208740, weight_update_time: 0.3466334939, other_time: 4.9810333252
epoch time: 21.1339511871s, input_fired_time: 0.4681510925, output_fired_time: 0.0000000000, propagate_forward_time: 19.7831001282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8826999664
validation[          , genome 14239] predictions:    9818/  10000 (98.18%), best:    9846/10000 (98.46%), error:       565.49335, best error:       499.14069 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 263.1422424316s, input_fired_time: 4.4681324959, output_fired_time: 2.7702045441, propagate_forward_time: 98.0888290405, propagate_backward_time: 152.7881622314, weight_update_time: 0.3487596512, other_time: 5.0269012451
epoch time: 20.8428421021s, input_fired_time: 0.4658147395, output_fired_time: 0.0000000000, propagate_forward_time: 19.4942302704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8827972412
validation[          , genome 14239] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       493.64087, best error:       493.64087 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 260.3162536621s, input_fired_time: 4.4804253578, output_fired_time: 2.7485384941, propagate_forward_time: 96.9144287109, propagate_backward_time: 151.1589813232, weight_update_time: 0.3465968966, other_time: 5.0138854980
epoch time: 20.8112545013s, input_fired_time: 0.4645399749, output_fired_time: 0.0000000000, propagate_forward_time: 19.4838867188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8628273010
validation[          , genome 14239] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       480.61102, best error:       480.61102 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 266.9741516113s, input_fired_time: 4.6007218361, output_fired_time: 2.8020119667, propagate_forward_time: 99.5238647461, propagate_backward_time: 154.8823242188, weight_update_time: 0.3521202207, other_time: 5.1652526855
epoch time: 21.3350925446s, input_fired_time: 0.4765520394, output_fired_time: 0.0000000000, propagate_forward_time: 19.9579734802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9005661011
validation[          , genome 14239] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       442.50531, best error:       442.50531 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 258.8396606445s, input_fired_time: 4.4249601364, output_fired_time: 2.7400493622, propagate_forward_time: 96.1676330566, propagate_backward_time: 150.5548858643, weight_update_time: 0.3448128998, other_time: 4.9521331787
epoch time: 20.4607200623s, input_fired_time: 0.4572792649, output_fired_time: 0.0000000000, propagate_forward_time: 19.1493721008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8540687561
validation[          , genome 14239] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       463.47769, best error:       442.50531 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 261.7517700195s, input_fired_time: 4.4589791298, output_fired_time: 2.7536556721, propagate_forward_time: 97.2303771973, propagate_backward_time: 152.3134765625, weight_update_time: 0.3476758599, other_time: 4.9952697754
epoch time: 20.6138763428s, input_fired_time: 0.4562510550, output_fired_time: 0.0000000000, propagate_forward_time: 19.2910976410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8665275574
validation[          , genome 14239] predictions:    9826/  10000 (98.26%), best:    9860/10000 (98.60%), error:       539.77393, best error:       442.50531 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 260.1492614746s, input_fired_time: 4.4395141602, output_fired_time: 2.7422041893, propagate_forward_time: 96.5876312256, propagate_backward_time: 151.3699493408, weight_update_time: 0.3485105932, other_time: 5.0099639893
epoch time: 20.4538936615s, input_fired_time: 0.4610183239, output_fired_time: 0.0000000000, propagate_forward_time: 19.1336612701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8592147827
validation[          , genome 14239] predictions:    9853/  10000 (98.53%), best:    9860/10000 (98.60%), error:       454.03448, best error:       442.50531 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 263.6680603027s, input_fired_time: 4.4655103683, output_fired_time: 2.7634167671, propagate_forward_time: 98.1719131470, propagate_backward_time: 153.2811737061, weight_update_time: 0.3478859067, other_time: 4.9860382080
epoch time: 21.0002746582s, input_fired_time: 0.4686876535, output_fired_time: 0.0000000000, propagate_forward_time: 19.6732311249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8583564758
validation[          , genome 14239] predictions:    9855/  10000 (98.55%), best:    9860/10000 (98.60%), error:       482.00577, best error:       442.50531 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 269.9604492188s, input_fired_time: 4.5497875214, output_fired_time: 2.8145506382, propagate_forward_time: 100.6779937744, propagate_backward_time: 156.7896728516, weight_update_time: 0.3549120128, other_time: 5.1284637451
epoch time: 20.6201667786s, input_fired_time: 0.4582578540, output_fired_time: 0.0000000000, propagate_forward_time: 19.2988967896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8630123138
validation[          , genome 14239] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       478.57678, best error:       442.50531 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 269.4315795898s, input_fired_time: 4.5433335304, output_fired_time: 2.8095955849, propagate_forward_time: 100.5682296753, propagate_backward_time: 156.3975372314, weight_update_time: 0.3534286022, other_time: 5.1128692627
epoch time: 21.2610473633s, input_fired_time: 0.4737017453, output_fired_time: 0.0000000000, propagate_forward_time: 19.9002742767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8870716095
validation[          , genome 14239] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       412.58237, best error:       412.58237 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 262.3398437500s, input_fired_time: 4.4746193886, output_fired_time: 2.7536444664, propagate_forward_time: 98.0101089478, propagate_backward_time: 152.0769348145, weight_update_time: 0.3499003947, other_time: 5.0245361328
epoch time: 20.8867626190s, input_fired_time: 0.4632818401, output_fired_time: 0.0000000000, propagate_forward_time: 19.5465621948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8769187927
validation[          , genome 14239] predictions:    9864/  10000 (98.64%), best:    9878/10000 (98.78%), error:       437.87079, best error:       412.58237 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 264.9331970215s, input_fired_time: 4.4829354286, output_fired_time: 2.7859795094, propagate_forward_time: 98.7467575073, propagate_backward_time: 153.8950347900, weight_update_time: 0.3481884301, other_time: 5.0224761963
epoch time: 20.7659416199s, input_fired_time: 0.4650683403, output_fired_time: 0.0000000000, propagate_forward_time: 19.4319305420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8689422607
validation[          , genome 14239] predictions:    9867/  10000 (98.67%), best:    9878/10000 (98.78%), error:       416.54562, best error:       412.58237 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 263.9020996094s, input_fired_time: 4.5028810501, output_fired_time: 2.7618901730, propagate_forward_time: 98.5205154419, propagate_backward_time: 153.0482482910, weight_update_time: 0.3494643867, other_time: 5.0685729980
epoch time: 20.5708732605s, input_fired_time: 0.4626894891, output_fired_time: 0.0000000000, propagate_forward_time: 19.2408561707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8673267365
validation[          , genome 14239] predictions:    9859/  10000 (98.59%), best:    9878/10000 (98.78%), error:       467.55734, best error:       412.58237 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 266.5276794434s, input_fired_time: 4.5385603905, output_fired_time: 2.8121013641, propagate_forward_time: 99.2335510254, propagate_backward_time: 154.8565063477, weight_update_time: 0.3508349657, other_time: 5.0869445801
epoch time: 21.1600170135s, input_fired_time: 0.4725182950, output_fired_time: 0.0000000000, propagate_forward_time: 19.7980308533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8894672394
validation[          , genome 14239] predictions:    9857/  10000 (98.57%), best:    9878/10000 (98.78%), error:       471.52655, best error:       412.58237 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 263.5346374512s, input_fired_time: 4.5025100708, output_fired_time: 2.7763679028, propagate_forward_time: 98.5322418213, propagate_backward_time: 152.6969299316, weight_update_time: 0.3492118120, other_time: 5.0265960693
epoch time: 20.8580837250s, input_fired_time: 0.4668832123, output_fired_time: 0.0000000000, propagate_forward_time: 19.5329513550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8582496643
validation[          , genome 14239] predictions:    9840/  10000 (98.40%), best:    9878/10000 (98.78%), error:       486.19415, best error:       412.58237 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 265.0691223145s, input_fired_time: 4.5128774643, output_fired_time: 2.7855653763, propagate_forward_time: 99.1282272339, propagate_backward_time: 153.5743255615, weight_update_time: 0.3514743447, other_time: 5.0681304932
epoch time: 20.8234310150s, input_fired_time: 0.4625778496, output_fired_time: 0.0000000000, propagate_forward_time: 19.4894504547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8714027405
validation[          , genome 14239] predictions:    9843/  10000 (98.43%), best:    9878/10000 (98.78%), error:       473.13196, best error:       412.58237 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 259.9570312500s, input_fired_time: 4.4618721008, output_fired_time: 2.7288594246, propagate_forward_time: 96.8009262085, propagate_backward_time: 150.9562835693, weight_update_time: 0.3461738229, other_time: 5.0090789795
epoch time: 20.2806587219s, input_fired_time: 0.4569573998, output_fired_time: 0.0000000000, propagate_forward_time: 18.9651412964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8585605621
validation[          , genome 14239] predictions:    9857/  10000 (98.57%), best:    9878/10000 (98.78%), error:       418.30569, best error:       412.58237 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 258.2828063965s, input_fired_time: 4.3993010521, output_fired_time: 2.7212786674, propagate_forward_time: 96.1223449707, propagate_backward_time: 150.0505828857, weight_update_time: 0.3458431959, other_time: 4.9892883301
epoch time: 20.5854377747s, input_fired_time: 0.4595246613, output_fired_time: 0.0000000000, propagate_forward_time: 19.2496700287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8762435913
validation[          , genome 14239] predictions:    9805/  10000 (98.05%), best:    9878/10000 (98.78%), error:       636.43604, best error:       412.58237 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 261.6460266113s, input_fired_time: 4.5170421600, output_fired_time: 2.7638800144, propagate_forward_time: 97.4241561890, propagate_backward_time: 151.8780212402, weight_update_time: 0.3481214046, other_time: 5.0629272461
epoch time: 21.1643772125s, input_fired_time: 0.4827764034, output_fired_time: 0.0000000000, propagate_forward_time: 19.7921428680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8894577026
validation[          , genome 14239] predictions:    9843/  10000 (98.43%), best:    9878/10000 (98.78%), error:       509.18057, best error:       412.58237 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 266.1826782227s, input_fired_time: 4.5888543129, output_fired_time: 2.7963597775, propagate_forward_time: 99.3985519409, propagate_backward_time: 154.2624053955, weight_update_time: 0.3532675207, other_time: 5.1364898682
epoch time: 20.6005134583s, input_fired_time: 0.4613882303, output_fired_time: 0.0000000000, propagate_forward_time: 19.2792377472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8598880768
validation[          , genome 14239] predictions:    9826/  10000 (98.26%), best:    9878/10000 (98.78%), error:       564.75146, best error:       412.58237 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 261.0127258301s, input_fired_time: 4.4663085938, output_fired_time: 2.7502379417, propagate_forward_time: 97.1570816040, propagate_backward_time: 151.6725158691, weight_update_time: 0.3458785415, other_time: 4.9665832520
epoch time: 21.4263858795s, input_fired_time: 0.4721188843, output_fired_time: 0.0000000000, propagate_forward_time: 20.0781555176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8761119843
validation[          , genome 14239] predictions:    9873/  10000 (98.73%), best:    9878/10000 (98.78%), error:       437.32211, best error:       412.58237 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 262.5153198242s, input_fired_time: 4.4935560226, output_fired_time: 2.7520318031, propagate_forward_time: 98.1191864014, propagate_backward_time: 152.1611633301, weight_update_time: 0.3472256362, other_time: 4.9893798828
epoch time: 20.3615684509s, input_fired_time: 0.4606012106, output_fired_time: 0.0000000000, propagate_forward_time: 19.0450439453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8559226990
validation[          , genome 14239] predictions:    9864/  10000 (98.64%), best:    9878/10000 (98.78%), error:       440.64203, best error:       412.58237 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 260.4989318848s, input_fired_time: 4.5133223534, output_fired_time: 2.7436852455, propagate_forward_time: 97.0071258545, propagate_backward_time: 151.2026519775, weight_update_time: 0.3466121554, other_time: 5.0321502686
epoch time: 20.9188079834s, input_fired_time: 0.4801290631, output_fired_time: 0.0000000000, propagate_forward_time: 19.5346908569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9039878845
validation[          , genome 14239] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       397.55768, best error:       397.55768 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 266.4823913574s, input_fired_time: 4.5421199799, output_fired_time: 2.8048810959, propagate_forward_time: 99.2091979980, propagate_backward_time: 154.8658752441, weight_update_time: 0.3528240025, other_time: 5.0603332520
epoch time: 21.8049983978s, input_fired_time: 0.4839055836, output_fired_time: 0.0000000000, propagate_forward_time: 20.4256267548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8954658508
validation[          , genome 14239] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       474.50006, best error:       397.55768 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 262.7054748535s, input_fired_time: 4.4997310638, output_fired_time: 2.7615280151, propagate_forward_time: 98.0235519409, propagate_backward_time: 152.4422454834, weight_update_time: 0.3478254378, other_time: 4.9784088135
epoch time: 20.5913085938s, input_fired_time: 0.4639047682, output_fired_time: 0.0000000000, propagate_forward_time: 19.2599391937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8674640656
validation[          , genome 14239] predictions:    9840/  10000 (98.40%), best:    9874/10000 (98.74%), error:       539.05298, best error:       397.55768 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 266.5792236328s, input_fired_time: 4.7376751900, output_fired_time: 2.8166546822, propagate_forward_time: 99.5883941650, propagate_backward_time: 153.8589172363, weight_update_time: 0.3732022643, other_time: 5.5775909424
epoch time: 20.4144039154s, input_fired_time: 0.4947487712, output_fired_time: 0.0000000000, propagate_forward_time: 18.9821243286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9375305176
validation[          , genome 14239] predictions:    9876/  10000 (98.76%), best:    9874/10000 (98.74%), error:       410.30780, best error:       397.55768 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 260.2773742676s, input_fired_time: 4.5908222198, output_fired_time: 2.7540845871, propagate_forward_time: 96.7767868042, propagate_backward_time: 150.8792114258, weight_update_time: 0.3600549698, other_time: 5.2764587402
epoch time: 21.8176250458s, input_fired_time: 0.5101611614, output_fired_time: 0.0000000000, propagate_forward_time: 20.3460445404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9614200592
validation[          , genome 14239] predictions:    9862/  10000 (98.62%), best:    9874/10000 (98.74%), error:       449.99756, best error:       397.55768 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 263.7269897461s, input_fired_time: 4.6647715569, output_fired_time: 2.7857084274, propagate_forward_time: 98.1653671265, propagate_backward_time: 152.5433502197, weight_update_time: 0.3707048595, other_time: 5.5677947998
epoch time: 20.3454322815s, input_fired_time: 0.4859318733, output_fired_time: 0.0000000000, propagate_forward_time: 18.9338970184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9256038666
validation[          , genome 14239] predictions:    9864/  10000 (98.64%), best:    9874/10000 (98.74%), error:       456.14026, best error:       397.55768 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 261.1533203125s, input_fired_time: 4.5225024223, output_fired_time: 2.7692220211, propagate_forward_time: 96.9370040894, propagate_backward_time: 151.7041473389, weight_update_time: 0.3564767241, other_time: 5.2204437256
epoch time: 20.2922000885s, input_fired_time: 0.4830471873, output_fired_time: 0.0000000000, propagate_forward_time: 18.9125576019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8965950012
validation[          , genome 14239] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       446.72876, best error:       397.55768 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 267.7353820801s, input_fired_time: 4.6102457047, output_fired_time: 2.8102805614, propagate_forward_time: 99.7804260254, propagate_backward_time: 155.0875091553, weight_update_time: 0.3729115725, other_time: 5.4469146729
epoch time: 22.5634098053s, input_fired_time: 0.5047605634, output_fired_time: 0.0000000000, propagate_forward_time: 21.0826625824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9759864807
validation[          , genome 14239] predictions:    9864/  10000 (98.64%), best:    9874/10000 (98.74%), error:       445.60443, best error:       397.55768 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 263.7859191895s, input_fired_time: 4.5580854416, output_fired_time: 2.7747612000, propagate_forward_time: 98.3236160278, propagate_backward_time: 152.8091735840, weight_update_time: 0.3697252274, other_time: 5.3203125000
epoch time: 21.8598728180s, input_fired_time: 0.4993104041, output_fired_time: 0.0000000000, propagate_forward_time: 20.4258842468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9346790314
validation[          , genome 14239] predictions:    9880/  10000 (98.80%), best:    9874/10000 (98.74%), error:       409.85086, best error:       397.55768 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 266.1274108887s, input_fired_time: 4.6178812981, output_fired_time: 2.7969875336, propagate_forward_time: 99.5813369751, propagate_backward_time: 153.7904968262, weight_update_time: 0.3717878163, other_time: 5.3406982422
epoch time: 20.7667102814s, input_fired_time: 0.4832789898, output_fired_time: 0.0000000000, propagate_forward_time: 19.3730964661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9103355408
validation[          , genome 14239] predictions:    9865/  10000 (98.65%), best:    9874/10000 (98.74%), error:       407.50183, best error:       397.55768 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 267.6850280762s, input_fired_time: 4.6296463013, output_fired_time: 2.8057253361, propagate_forward_time: 99.8516693115, propagate_backward_time: 155.0412292480, weight_update_time: 0.3736636043, other_time: 5.3567657471
epoch time: 20.2888813019s, input_fired_time: 0.4797013104, output_fired_time: 0.0000000000, propagate_forward_time: 18.9260330200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8831462860
validation[          , genome 14239] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       435.03088, best error:       397.55768 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 262.7199096680s, input_fired_time: 4.5885915756, output_fired_time: 2.7634351254, propagate_forward_time: 97.7568283081, propagate_backward_time: 152.3396453857, weight_update_time: 0.3686833084, other_time: 5.2714080811
epoch time: 20.8668937683s, input_fired_time: 0.4860762954, output_fired_time: 0.0000000000, propagate_forward_time: 19.4672145844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9136028290
validation[          , genome 14239] predictions:    9881/  10000 (98.81%), best:    9874/10000 (98.74%), error:       432.64981, best error:       397.55768 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 263.1670837402s, input_fired_time: 4.6209955215, output_fired_time: 2.7706255913, propagate_forward_time: 98.1366729736, propagate_backward_time: 152.3410797119, weight_update_time: 0.3710347414, other_time: 5.2976989746
epoch time: 20.3164901733s, input_fired_time: 0.4813820720, output_fired_time: 0.0000000000, propagate_forward_time: 18.9433650970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8917427063
validation[          , genome 14239] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       412.02545, best error:       397.55768 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 259.3265380859s, input_fired_time: 4.5628147125, output_fired_time: 2.7393431664, propagate_forward_time: 96.6500091553, propagate_backward_time: 150.1953887939, weight_update_time: 0.3685607314, other_time: 5.1789703369
epoch time: 20.2872047424s, input_fired_time: 0.4778441489, output_fired_time: 0.0000000000, propagate_forward_time: 18.9302673340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8790931702
validation[          , genome 14239] predictions:    9877/  10000 (98.77%), best:    9874/10000 (98.74%), error:       411.82974, best error:       397.55768 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 255.2689819336s, input_fired_time: 4.5313730240, output_fired_time: 2.6982529163, propagate_forward_time: 94.8827819824, propagate_backward_time: 147.9863128662, weight_update_time: 0.3648429513, other_time: 5.1702575684
epoch time: 20.7572765350s, input_fired_time: 0.4868560433, output_fired_time: 0.0000000000, propagate_forward_time: 19.3558673859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9145526886
validation[          , genome 14239] predictions:    9853/  10000 (98.53%), best:    9874/10000 (98.74%), error:       482.45639, best error:       397.55768 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 256.2506103516s, input_fired_time: 4.5374512672, output_fired_time: 2.7049164772, propagate_forward_time: 95.3659133911, propagate_backward_time: 148.4906616211, weight_update_time: 0.3668880761, other_time: 5.1516723633
epoch time: 20.2737140656s, input_fired_time: 0.4750600457, output_fired_time: 0.0000000000, propagate_forward_time: 18.9295825958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8690719604
validation[          , genome 14239] predictions:    9873/  10000 (98.73%), best:    9874/10000 (98.74%), error:       437.52164, best error:       397.55768 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 256.4404296875s, input_fired_time: 4.4823560715, output_fired_time: 2.7096774578, propagate_forward_time: 95.3437194824, propagate_backward_time: 148.8566131592, weight_update_time: 0.3532837629, other_time: 5.0480651855
epoch time: 20.2895870209s, input_fired_time: 0.4628936350, output_fired_time: 0.0000000000, propagate_forward_time: 18.9497051239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8769874573
validation[          , genome 14239] predictions:    9863/  10000 (98.63%), best:    9874/10000 (98.74%), error:       437.86514, best error:       397.55768 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 258.2386779785s, input_fired_time: 4.4603762627, output_fired_time: 2.7183308601, propagate_forward_time: 96.3765182495, propagate_backward_time: 149.6500244141, weight_update_time: 0.3455753326, other_time: 5.0334167480
epoch time: 20.2998542786s, input_fired_time: 0.4673403800, output_fired_time: 0.0000000000, propagate_forward_time: 18.9658279419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8666858673
validation[          , genome 14239] predictions:    9876/  10000 (98.76%), best:    9874/10000 (98.74%), error:       425.49118, best error:       397.55768 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 259.9578552246s, input_fired_time: 4.4836797714, output_fired_time: 2.7310743332, propagate_forward_time: 96.9696197510, propagate_backward_time: 150.7429199219, weight_update_time: 0.3481219709, other_time: 5.0305633545
epoch time: 20.2256851196s, input_fired_time: 0.4592931867, output_fired_time: 0.0000000000, propagate_forward_time: 18.9160404205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8503513336
validation[          , genome 14239] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       412.17792, best error:       397.55768 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 255.6315307617s, input_fired_time: 4.4136700630, output_fired_time: 2.6940362453, propagate_forward_time: 95.3314590454, propagate_backward_time: 148.2347106934, weight_update_time: 0.3419735730, other_time: 4.9576721191
epoch time: 20.3584365845s, input_fired_time: 0.4630368352, output_fired_time: 0.0000000000, propagate_forward_time: 19.0344123840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8609867096
validation[          , genome 14239] predictions:    9862/  10000 (98.62%), best:    9874/10000 (98.74%), error:       459.35834, best error:       397.55768 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 259.8363037109s, input_fired_time: 4.4617424011, output_fired_time: 2.7389125824, propagate_forward_time: 96.9428558350, propagate_backward_time: 150.7036895752, weight_update_time: 0.3455915749, other_time: 4.9891052246
epoch time: 20.5893573761s, input_fired_time: 0.4671108723, output_fired_time: 0.0000000000, propagate_forward_time: 19.2503719330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8718738556
validation[          , genome 14239] predictions:    9885/  10000 (98.85%), best:    9874/10000 (98.74%), error:       399.74222, best error:       397.55768 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 258.2398071289s, input_fired_time: 4.4565601349, output_fired_time: 2.7182435989, propagate_forward_time: 96.3001556396, propagate_backward_time: 149.7250518799, weight_update_time: 0.3462288976, other_time: 5.0397949219
epoch time: 20.8787155151s, input_fired_time: 0.4753924310, output_fired_time: 0.0000000000, propagate_forward_time: 19.5124416351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8908805847
validation[          , genome 14239] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       382.32764, best error:       382.32764 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 255.3012695312s, input_fired_time: 4.4358334541, output_fired_time: 2.6897444725, propagate_forward_time: 95.2126998901, propagate_backward_time: 147.9570617676, weight_update_time: 0.3430489302, other_time: 5.0059204102
epoch time: 20.5006713867s, input_fired_time: 0.4646604359, output_fired_time: 0.0000000000, propagate_forward_time: 19.1756820679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8603286743
validation[          , genome 14239] predictions:    9885/  10000 (98.85%), best:    9873/10000 (98.73%), error:       404.37616, best error:       382.32764 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 256.5155029297s, input_fired_time: 4.4424538612, output_fired_time: 2.7030947208, propagate_forward_time: 95.4329071045, propagate_backward_time: 148.9289550781, weight_update_time: 0.3438571393, other_time: 5.0080871582
epoch time: 20.5041255951s, input_fired_time: 0.4729509354, output_fired_time: 0.0000000000, propagate_forward_time: 19.1524486542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8787250519
validation[          , genome 14239] predictions:    9884/  10000 (98.84%), best:    9873/10000 (98.73%), error:       393.68152, best error:       382.32764 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 256.7998962402s, input_fired_time: 4.4565353394, output_fired_time: 2.7015540600, propagate_forward_time: 95.6299285889, propagate_backward_time: 149.0245208740, weight_update_time: 0.3435919881, other_time: 4.9873504639
epoch time: 20.3376941681s, input_fired_time: 0.4688595235, output_fired_time: 0.0000000000, propagate_forward_time: 19.0120582581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8567771912
validation[          , genome 14239] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       381.64975, best error:       381.64975 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 255.1328125000s, input_fired_time: 4.4476861954, output_fired_time: 2.6892123222, propagate_forward_time: 95.0340728760, propagate_backward_time: 148.0352172852, weight_update_time: 0.3417544067, other_time: 4.9266204834
epoch time: 20.3004627228s, input_fired_time: 0.4685818553, output_fired_time: 0.0000000000, propagate_forward_time: 18.9641704559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8677101135
validation[          , genome 14239] predictions:    9881/  10000 (98.81%), best:    9882/10000 (98.82%), error:       395.18689, best error:       381.64975 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 257.5923767090s, input_fired_time: 4.4896068573, output_fired_time: 2.7077670097, propagate_forward_time: 96.0597229004, propagate_backward_time: 149.3218688965, weight_update_time: 0.3433214724, other_time: 5.0134124756
epoch time: 20.6911392212s, input_fired_time: 0.4758345187, output_fired_time: 0.0000000000, propagate_forward_time: 19.3295078278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8857975006
validation[          , genome 14239] predictions:    9883/  10000 (98.83%), best:    9882/10000 (98.82%), error:       400.72897, best error:       381.64975 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 261.2669067383s, input_fired_time: 4.5654745102, output_fired_time: 2.7466328144, propagate_forward_time: 97.4116592407, propagate_backward_time: 151.4170379639, weight_update_time: 0.3503608406, other_time: 5.1261138916
epoch time: 20.4235363007s, input_fired_time: 0.4886491597, output_fired_time: 0.0000000000, propagate_forward_time: 19.0442810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8906059265
validation[          , genome 14239] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       410.91013, best error:       381.64975 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 260.4155578613s, input_fired_time: 4.5223102570, output_fired_time: 2.7310984135, propagate_forward_time: 97.0497360229, propagate_backward_time: 151.0347900391, weight_update_time: 0.3474961221, other_time: 5.0776367188
epoch time: 21.0491638184s, input_fired_time: 0.4837220311, output_fired_time: 0.0000000000, propagate_forward_time: 19.6649990082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9004421234
validation[          , genome 14239] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       398.20023, best error:       381.64975 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 258.3267822266s, input_fired_time: 4.5025348663, output_fired_time: 2.7276358604, propagate_forward_time: 96.3129119873, propagate_backward_time: 149.7591552734, weight_update_time: 0.3453939855, other_time: 5.0245513916
epoch time: 22.0403652191s, input_fired_time: 0.4939660728, output_fired_time: 0.0000000000, propagate_forward_time: 20.6481170654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8982830048
validation[          , genome 14239] predictions:    9881/  10000 (98.81%), best:    9882/10000 (98.82%), error:       399.92368, best error:       381.64975 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 262.4031677246s, input_fired_time: 4.6245117188, output_fired_time: 2.7701911926, propagate_forward_time: 98.0171356201, propagate_backward_time: 151.7469329834, weight_update_time: 0.3555742800, other_time: 5.2444000244
epoch time: 20.6235504150s, input_fired_time: 0.4832106531, output_fired_time: 0.0000000000, propagate_forward_time: 19.2443141937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8960247040
validation[          , genome 14239] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       399.61520, best error:       381.64975 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 258.1881713867s, input_fired_time: 4.5227475166, output_fired_time: 2.7212541103, propagate_forward_time: 96.2038269043, propagate_backward_time: 149.6254882812, weight_update_time: 0.3438056111, other_time: 5.1148529053
epoch time: 20.4228343964s, input_fired_time: 0.4767383635, output_fired_time: 0.0000000000, propagate_forward_time: 19.0699157715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8761806488
validation[          , genome 14239] predictions:    9863/  10000 (98.63%), best:    9882/10000 (98.82%), error:       447.03290, best error:       381.64975 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 256.8753662109s, input_fired_time: 4.4967713356, output_fired_time: 2.7074944973, propagate_forward_time: 95.7622451782, propagate_backward_time: 148.8538055420, weight_update_time: 0.3443760872, other_time: 5.0550689697
epoch time: 20.2936134338s, input_fired_time: 0.4704512656, output_fired_time: 0.0000000000, propagate_forward_time: 18.9568004608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8663616180
validation[          , genome 14239] predictions:    9886/  10000 (98.86%), best:    9882/10000 (98.82%), error:       394.58731, best error:       381.64975 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 259.8007202148s, input_fired_time: 4.5374531746, output_fired_time: 2.7384839058, propagate_forward_time: 96.8352279663, propagate_backward_time: 150.5317993164, weight_update_time: 0.3473794162, other_time: 5.1577453613
epoch time: 22.7723522186s, input_fired_time: 0.5075387359, output_fired_time: 0.0000000000, propagate_forward_time: 21.3320140839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9328002930
validation[          , genome 14239] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       397.13651, best error:       381.64975 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 262.9220886230s, input_fired_time: 4.6099901199, output_fired_time: 2.7673807144, propagate_forward_time: 97.9869766235, propagate_backward_time: 152.3068237305, weight_update_time: 0.3595062494, other_time: 5.2509155273
epoch time: 21.7912235260s, input_fired_time: 0.5023320913, output_fired_time: 0.0000000000, propagate_forward_time: 20.3734741211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9154167175
validation[          , genome 14239] predictions:    9886/  10000 (98.86%), best:    9882/10000 (98.82%), error:       400.91302, best error:       381.64975 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 263.0521850586s, input_fired_time: 4.6452918053, output_fired_time: 2.7798256874, propagate_forward_time: 97.6814956665, propagate_backward_time: 152.5596618652, weight_update_time: 0.3699563444, other_time: 5.3858947754
epoch time: 22.6329555511s, input_fired_time: 0.5224662423, output_fired_time: 0.0000000000, propagate_forward_time: 21.1458587646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9646301270
validation[          , genome 14239] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       398.25641, best error:       381.64975 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 269.2131652832s, input_fired_time: 4.7112674713, output_fired_time: 2.8358719349, propagate_forward_time: 100.4019470215, propagate_backward_time: 155.8283996582, weight_update_time: 0.3711085618, other_time: 5.4356689453
epoch time: 20.8739070892s, input_fired_time: 0.4956921637, output_fired_time: 0.0000000000, propagate_forward_time: 19.4439258575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9342899323
validation[          , genome 14239] predictions:    9861/  10000 (98.61%), best:    9882/10000 (98.82%), error:       478.81003, best error:       381.64975 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 282.9112548828s, input_fired_time: 4.7937731743, output_fired_time: 2.9496536255, propagate_forward_time: 106.0885009766, propagate_backward_time: 163.4869079590, weight_update_time: 0.3802338839, other_time: 5.5924377441
epoch time: 23.9166564941s, input_fired_time: 0.5312784314, output_fired_time: 0.0000000000, propagate_forward_time: 22.3682804108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0170974731
validation[          , genome 14239] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       421.36005, best error:       381.64975 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 275.7583007812s, input_fired_time: 4.7018117905, output_fired_time: 2.8845779896, propagate_forward_time: 103.3674163818, propagate_backward_time: 159.3498382568, weight_update_time: 0.3690000474, other_time: 5.4546508789
epoch time: 22.2613220215s, input_fired_time: 0.5046776533, output_fired_time: 0.0000000000, propagate_forward_time: 20.8050632477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9515819550
validation[          , genome 14239] predictions:    9884/  10000 (98.84%), best:    9882/10000 (98.82%), error:       391.84885, best error:       381.64975 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 270.4181823730s, input_fired_time: 4.6399378777, output_fired_time: 2.8270552158, propagate_forward_time: 100.9371185303, propagate_backward_time: 156.7464904785, weight_update_time: 0.3598927259, other_time: 5.2675933838
epoch time: 22.7706890106s, input_fired_time: 0.5175763965, output_fired_time: 0.0000000000, propagate_forward_time: 21.2869548798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9661579132
validation[          , genome 14239] predictions:    9883/  10000 (98.83%), best:    9882/10000 (98.82%), error:       399.39038, best error:       381.64975 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 288.8289794922s, input_fired_time: 4.8614153862, output_fired_time: 3.0110855103, propagate_forward_time: 108.8619155884, propagate_backward_time: 166.4433898926, weight_update_time: 0.3824295700, other_time: 5.6511840820
epoch time: 21.2915477753s, input_fired_time: 0.5077629089, output_fired_time: 0.0000000000, propagate_forward_time: 19.8424739838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9413108826
validation[          , genome 14239] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       415.75482, best error:       381.64975 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 270.3455200195s, input_fired_time: 4.6404881477, output_fired_time: 2.8301231861, propagate_forward_time: 100.9914169312, propagate_backward_time: 156.5925598145, weight_update_time: 0.3617261350, other_time: 5.2909240723
epoch time: 20.4393596649s, input_fired_time: 0.4932693839, output_fired_time: 0.0000000000, propagate_forward_time: 19.0325126648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9135780334
validation[          , genome 14239] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       387.51630, best error:       381.64975 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 287.8056945801s, input_fired_time: 4.8488302231, output_fired_time: 2.9788134098, propagate_forward_time: 108.3876037598, propagate_backward_time: 165.9421386719, weight_update_time: 0.3804764748, other_time: 5.6483154297
epoch time: 20.5802841187s, input_fired_time: 0.4778241217, output_fired_time: 0.0000000000, propagate_forward_time: 19.2175083160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8849525452
validation[          , genome 14239] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       409.96658, best error:       381.64975 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 273.0610351562s, input_fired_time: 4.6460075378, output_fired_time: 2.8468735218, propagate_forward_time: 102.4263534546, propagate_backward_time: 157.9394989014, weight_update_time: 0.3596228361, other_time: 5.2023162842
epoch time: 20.8543529510s, input_fired_time: 0.4760591686, output_fired_time: 0.0000000000, propagate_forward_time: 19.5028667450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8754272461
validation[          , genome 14239] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       417.63693, best error:       381.64975 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 285.3927001953s, input_fired_time: 4.8407673836, output_fired_time: 2.9695057869, propagate_forward_time: 107.1602096558, propagate_backward_time: 164.7504272461, weight_update_time: 0.3816045821, other_time: 5.6717834473
epoch time: 21.4894256592s, input_fired_time: 0.4948678017, output_fired_time: 0.0000000000, propagate_forward_time: 20.0671825409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9273757935
validation[          , genome 14239] predictions:    9887/  10000 (98.87%), best:    9882/10000 (98.82%), error:       390.53128, best error:       381.64975 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 273.6364746094s, input_fired_time: 4.6128392220, output_fired_time: 2.8580234051, propagate_forward_time: 102.5122070312, propagate_backward_time: 158.3863525391, weight_update_time: 0.3620251417, other_time: 5.2670288086
epoch time: 20.8565597534s, input_fired_time: 0.4739499092, output_fired_time: 0.0000000000, propagate_forward_time: 19.5169239044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8656864166
validation[          , genome 14239] predictions:    9888/  10000 (98.88%), best:    9882/10000 (98.82%), error:       407.95294, best error:       381.64975 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 284.3655700684s, input_fired_time: 4.8008089066, output_fired_time: 2.9561688900, propagate_forward_time: 106.7435226440, propagate_backward_time: 164.2651672363, weight_update_time: 0.3770250380, other_time: 5.5998840332
epoch time: 21.8789863586s, input_fired_time: 0.5200016499, output_fired_time: 0.0000000000, propagate_forward_time: 20.3753852844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9835987091
validation[          , genome 14239] predictions:    9890/  10000 (98.90%), best:    9882/10000 (98.82%), error:       387.30371, best error:       381.64975 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 277.4448547363s, input_fired_time: 4.6904206276, output_fired_time: 2.9048399925, propagate_forward_time: 104.0241622925, propagate_backward_time: 160.4659576416, weight_update_time: 0.3664996028, other_time: 5.3594512939
epoch time: 21.3237342834s, input_fired_time: 0.4829186797, output_fired_time: 0.0000000000, propagate_forward_time: 19.9580516815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8827648163
validation[          , genome 14239] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       396.22940, best error:       381.64975 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 272.7727355957s, input_fired_time: 4.6943826675, output_fired_time: 2.8446247578, propagate_forward_time: 102.3130340576, propagate_backward_time: 157.5143127441, weight_update_time: 0.3673229814, other_time: 5.4063568115
epoch time: 23.0163116455s, input_fired_time: 0.5164000392, output_fired_time: 0.0000000000, propagate_forward_time: 21.5339908600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9659214020
validation[          , genome 14239] predictions:    9875/  10000 (98.75%), best:    9882/10000 (98.82%), error:       428.44504, best error:       381.64975 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 277.1491088867s, input_fired_time: 4.7372236252, output_fired_time: 2.8995444775, propagate_forward_time: 104.1712341309, propagate_backward_time: 159.8905944824, weight_update_time: 0.3706791401, other_time: 5.4505310059
epoch time: 20.7689571381s, input_fired_time: 0.4790499806, output_fired_time: 0.0000000000, propagate_forward_time: 19.4069919586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8829154968
validation[          , genome 14239] predictions:    9862/  10000 (98.62%), best:    9882/10000 (98.82%), error:       417.13251, best error:       381.64975 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 267.4057006836s, input_fired_time: 4.6056518555, output_fired_time: 2.8068318367, propagate_forward_time: 99.5801010132, propagate_backward_time: 155.2013702393, weight_update_time: 0.3573077023, other_time: 5.2117462158
epoch time: 21.0790729523s, input_fired_time: 0.5033947229, output_fired_time: 0.0000000000, propagate_forward_time: 19.6438655853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9318122864
validation[          , genome 14239] predictions:    9872/  10000 (98.72%), best:    9882/10000 (98.82%), error:       425.18411, best error:       381.64975 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 274.7101745605s, input_fired_time: 4.7462587357, output_fired_time: 2.8654105663, propagate_forward_time: 103.0654449463, propagate_backward_time: 158.5981750488, weight_update_time: 0.3699942231, other_time: 5.4348907471
epoch time: 21.5579490662s, input_fired_time: 0.4995261729, output_fired_time: 0.0000000000, propagate_forward_time: 20.1453876495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9130344391
validation[          , genome 14239] predictions:    9887/  10000 (98.87%), best:    9882/10000 (98.82%), error:       389.92926, best error:       381.64975 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 265.3523254395s, input_fired_time: 4.5938611031, output_fired_time: 2.7801287174, propagate_forward_time: 99.0073623657, propagate_backward_time: 153.8102874756, weight_update_time: 0.3562215269, other_time: 5.1606903076
epoch time: 20.6751441956s, input_fired_time: 0.4731159806, output_fired_time: 0.0000000000, propagate_forward_time: 19.3325805664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8694477081
validation[          , genome 14239] predictions:    9872/  10000 (98.72%), best:    9882/10000 (98.82%), error:       419.40594, best error:       381.64975 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 264.5267639160s, input_fired_time: 4.5323224068, output_fired_time: 2.7717328072, propagate_forward_time: 98.6766662598, propagate_backward_time: 153.4422302246, weight_update_time: 0.3518092334, other_time: 5.1038208008
epoch time: 21.9817161560s, input_fired_time: 0.4923259616, output_fired_time: 0.0000000000, propagate_forward_time: 20.5657024384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9236869812
validation[          , genome 14239] predictions:    9881/  10000 (98.81%), best:    9882/10000 (98.82%), error:       402.04382, best error:       381.64975 on epoch:    71, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 106.6418075562s, input_fired_time: 2.4332153797, output_fired_time: 0.0000000000, propagate_forward_time: 99.6545333862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5540618896
best training[          , genome 14239] predictions:   49969/  50000 (99.94%), best:    9882/10000 (98.82%), error:       325.50369, best error:       381.64975 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 20.7949180603s, input_fired_time: 0.4677568078, output_fired_time: 0.0000000000, propagate_forward_time: 19.4316005707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8955612183
   testing[          , genome 14239] predictions:    9879/  10000 (98.79%), best:    9882/10000 (98.82%), error:       408.88300, best error:       381.64975 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:49:48 (27283): called boinc_finish(0)

</stderr_txt>
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