Nameexact_genome_1509103842_21_18517_1
Workunit2282964
Created30 Oct 2017, 20:31:54 UTC
Sent30 Oct 2017, 21:42:40 UTC
Report deadline26 Dec 2017, 13:56:40 UTC
Received1 Nov 2017, 10:10:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 5 hours 25 min 3 sec
CPU time1 days 5 hours 24 min 3 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size182.61 MB
Peak swap size186.13 MB
Peak disk usage7.15 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
824340820
epoch time: 75.5648498535s, input_fired_time: 1.7463365793, output_fired_time: 0.0000000000, propagate_forward_time: 71.4435043335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3750076294
validation[          , genome 18517] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       476.22226, best error:       476.22226 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 961.3192138672s, input_fired_time: 14.0090942383, output_fired_time: 13.0899639130, propagate_forward_time: 358.4777832031, propagate_backward_time: 562.3715209961, weight_update_time: 0.9059246778, other_time: 13.3708496094
epoch time: 75.5063095093s, input_fired_time: 1.7592442036, output_fired_time: 0.0000000000, propagate_forward_time: 71.3659210205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3811416626
validation[          , genome 18517] predictions:    9820/  10000 (98.20%), best:    9852/10000 (98.52%), error:       558.22070, best error:       476.22226 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 970.4883422852s, input_fired_time: 14.3343553543, output_fired_time: 13.1079978943, propagate_forward_time: 361.3174438477, propagate_backward_time: 567.5318603516, weight_update_time: 0.9443432093, other_time: 14.1967163086
epoch time: 75.7730331421s, input_fired_time: 1.7665576935, output_fired_time: 0.0000000000, propagate_forward_time: 71.5527954102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4536819458
validation[          , genome 18517] predictions:    9827/  10000 (98.27%), best:    9852/10000 (98.52%), error:       545.93176, best error:       476.22226 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 967.2562255859s, input_fired_time: 14.1786804199, output_fired_time: 13.1391992569, propagate_forward_time: 360.0030212402, propagate_backward_time: 566.1242675781, weight_update_time: 0.9096220732, other_time: 13.8110351563
epoch time: 77.6476821899s, input_fired_time: 1.8407506943, output_fired_time: 0.0000000000, propagate_forward_time: 73.2087707520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5981597900
validation[          , genome 18517] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       432.56989, best error:       432.56989 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 967.2573242188s, input_fired_time: 14.1957483292, output_fired_time: 13.0586156845, propagate_forward_time: 360.4089355469, propagate_backward_time: 565.7855834961, weight_update_time: 0.9131743908, other_time: 13.8084716797
epoch time: 76.3604583740s, input_fired_time: 1.7812464237, output_fired_time: 0.0000000000, propagate_forward_time: 72.0762176514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5029907227
validation[          , genome 18517] predictions:    9809/  10000 (98.09%), best:    9856/10000 (98.56%), error:       569.49506, best error:       432.56989 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 973.6003417969s, input_fired_time: 14.3791160583, output_fired_time: 13.1832370758, propagate_forward_time: 362.5049743652, propagate_backward_time: 569.2445678711, weight_update_time: 0.9356904626, other_time: 14.2885131836
epoch time: 78.3038635254s, input_fired_time: 1.8269797564, output_fired_time: 0.0000000000, propagate_forward_time: 73.8013305664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6755523682
validation[          , genome 18517] predictions:    9826/  10000 (98.26%), best:    9856/10000 (98.56%), error:       589.18842, best error:       432.56989 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 974.2606811523s, input_fired_time: 14.5050582886, output_fired_time: 13.1992950439, propagate_forward_time: 362.6703796387, propagate_backward_time: 569.6912231445, weight_update_time: 0.9494366646, other_time: 14.1947631836
epoch time: 75.6483917236s, input_fired_time: 1.7509057522, output_fired_time: 0.0000000000, propagate_forward_time: 71.5179061890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3795776367
validation[          , genome 18517] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       424.49619, best error:       424.49619 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 967.5742797852s, input_fired_time: 14.2235002518, output_fired_time: 13.1148090363, propagate_forward_time: 360.4544372559, propagate_backward_time: 565.8715209961, weight_update_time: 0.9234306216, other_time: 13.9099731445
epoch time: 75.1180267334s, input_fired_time: 1.7358074188, output_fired_time: 0.0000000000, propagate_forward_time: 71.0077819824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3744354248
validation[          , genome 18517] predictions:    9797/  10000 (97.97%), best:    9859/10000 (98.59%), error:       677.19745, best error:       424.49619 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 974.3925170898s, input_fired_time: 14.4139213562, output_fired_time: 13.2001533508, propagate_forward_time: 362.6809082031, propagate_backward_time: 569.8508300781, weight_update_time: 0.9332230687, other_time: 14.2467041016
epoch time: 75.3346252441s, input_fired_time: 1.7484134436, output_fired_time: 0.0000000000, propagate_forward_time: 71.0960922241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4901199341
validation[          , genome 18517] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       468.82770, best error:       424.49619 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 966.4390869141s, input_fired_time: 14.2178115845, output_fired_time: 13.1353406906, propagate_forward_time: 360.2791137695, propagate_backward_time: 565.1127929688, weight_update_time: 0.9191933870, other_time: 13.6940307617
epoch time: 76.9143142700s, input_fired_time: 1.8285480738, output_fired_time: 0.0000000000, propagate_forward_time: 72.5427856445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5429840088
validation[          , genome 18517] predictions:    9821/  10000 (98.21%), best:    9859/10000 (98.59%), error:       550.89972, best error:       424.49619 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 967.7583618164s, input_fired_time: 14.1781921387, output_fired_time: 13.0628604889, propagate_forward_time: 360.8244628906, propagate_backward_time: 565.9531250000, weight_update_time: 0.9208490849, other_time: 13.7397460938
epoch time: 76.1542892456s, input_fired_time: 1.7664543390, output_fired_time: 0.0000000000, propagate_forward_time: 72.0044708252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3833618164
validation[          , genome 18517] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       409.87607, best error:       409.87607 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 973.7282104492s, input_fired_time: 14.3384475708, output_fired_time: 13.1949281693, propagate_forward_time: 362.8639831543, propagate_backward_time: 569.3934326172, weight_update_time: 0.9310777783, other_time: 13.9373779297
epoch time: 75.8734359741s, input_fired_time: 1.7538421154, output_fired_time: 0.0000000000, propagate_forward_time: 71.7168731689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4027175903
validation[          , genome 18517] predictions:    9861/  10000 (98.61%), best:    9868/10000 (98.68%), error:       452.30991, best error:       409.87607 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 961.4102172852s, input_fired_time: 14.0683746338, output_fired_time: 13.0936317444, propagate_forward_time: 358.0126647949, propagate_backward_time: 562.7476196289, weight_update_time: 0.9143586159, other_time: 13.4879760742
epoch time: 76.3087387085s, input_fired_time: 1.7868891954, output_fired_time: 0.0000000000, propagate_forward_time: 72.0245590210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4972915649
validation[          , genome 18517] predictions:    9859/  10000 (98.59%), best:    9868/10000 (98.68%), error:       414.90738, best error:       409.87607 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 970.2769775391s, input_fired_time: 14.3168020248, output_fired_time: 13.1325130463, propagate_forward_time: 361.3542480469, propagate_backward_time: 567.5490112305, weight_update_time: 0.9170879126, other_time: 13.9244384766
epoch time: 75.7952041626s, input_fired_time: 1.7586631775, output_fired_time: 0.0000000000, propagate_forward_time: 71.6601943970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3763504028
validation[          , genome 18517] predictions:    9843/  10000 (98.43%), best:    9868/10000 (98.68%), error:       508.60986, best error:       409.87607 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 980.4119262695s, input_fired_time: 14.4637804031, output_fired_time: 13.3742628098, propagate_forward_time: 365.0289001465, propagate_backward_time: 573.4002685547, weight_update_time: 0.9423838854, other_time: 14.1446533203
epoch time: 75.7974319458s, input_fired_time: 1.7468993664, output_fired_time: 0.0000000000, propagate_forward_time: 71.6341247559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4164047241
validation[          , genome 18517] predictions:    9828/  10000 (98.28%), best:    9868/10000 (98.68%), error:       554.48706, best error:       409.87607 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 971.2762451172s, input_fired_time: 14.3707799911, output_fired_time: 13.1271305084, propagate_forward_time: 361.7086181641, propagate_backward_time: 567.8710327148, weight_update_time: 0.9300910234, other_time: 14.1986694336
epoch time: 76.6166687012s, input_fired_time: 1.7820779085, output_fired_time: 0.0000000000, propagate_forward_time: 72.3698120117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4647750854
validation[          , genome 18517] predictions:    9858/  10000 (98.58%), best:    9868/10000 (98.68%), error:       423.95218, best error:       409.87607 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 973.2321777344s, input_fired_time: 14.4104709625, output_fired_time: 13.1873483658, propagate_forward_time: 362.3736572266, propagate_backward_time: 569.0778198242, weight_update_time: 0.9296995997, other_time: 14.1828613281
epoch time: 76.4535598755s, input_fired_time: 1.8038587570, output_fired_time: 0.0000000000, propagate_forward_time: 72.0896301270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5600738525
validation[          , genome 18517] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       385.65482, best error:       385.65482 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 966.9679565430s, input_fired_time: 14.2769517899, output_fired_time: 13.1152000427, propagate_forward_time: 360.6231994629, propagate_backward_time: 565.1619873047, weight_update_time: 0.9274417162, other_time: 13.7906494141
epoch time: 75.8517303467s, input_fired_time: 1.7701245546, output_fired_time: 0.0000000000, propagate_forward_time: 71.6772613525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4043426514
validation[          , genome 18517] predictions:    9842/  10000 (98.42%), best:    9875/10000 (98.75%), error:       521.63647, best error:       385.65482 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 963.3452148438s, input_fired_time: 14.1695680618, output_fired_time: 13.0591983795, propagate_forward_time: 358.8260498047, propagate_backward_time: 563.5676269531, weight_update_time: 0.9148009419, other_time: 13.7227783203
epoch time: 76.2592010498s, input_fired_time: 1.7897711992, output_fired_time: 0.0000000000, propagate_forward_time: 71.9929733276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4764556885
validation[          , genome 18517] predictions:    9871/  10000 (98.71%), best:    9875/10000 (98.75%), error:       404.93152, best error:       385.65482 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 961.6704711914s, input_fired_time: 14.0212717056, output_fired_time: 12.9435558319, propagate_forward_time: 358.4385681152, propagate_backward_time: 562.7873535156, weight_update_time: 0.9120345116, other_time: 13.4797363281
epoch time: 77.0791015625s, input_fired_time: 1.8430925608, output_fired_time: 0.0000000000, propagate_forward_time: 72.6769790649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5590286255
validation[          , genome 18517] predictions:    9867/  10000 (98.67%), best:    9875/10000 (98.75%), error:       423.42206, best error:       385.65482 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 972.2885742188s, input_fired_time: 14.3968715668, output_fired_time: 13.1957216263, propagate_forward_time: 362.2532348633, propagate_backward_time: 568.4336547852, weight_update_time: 0.9326357841, other_time: 14.0090942383
epoch time: 75.4677505493s, input_fired_time: 1.7621738911, output_fired_time: 0.0000000000, propagate_forward_time: 71.3289642334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3766098022
validation[          , genome 18517] predictions:    9862/  10000 (98.62%), best:    9875/10000 (98.75%), error:       427.23120, best error:       385.65482 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 963.3058471680s, input_fired_time: 14.1080331802, output_fired_time: 13.0101699829, propagate_forward_time: 358.9510803223, propagate_backward_time: 563.6053466797, weight_update_time: 0.9124124050, other_time: 13.6312255859
epoch time: 76.2447891235s, input_fired_time: 1.7861702442, output_fired_time: 0.0000000000, propagate_forward_time: 72.0133209229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4452972412
validation[          , genome 18517] predictions:    9867/  10000 (98.67%), best:    9875/10000 (98.75%), error:       422.78473, best error:       385.65482 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 967.0240478516s, input_fired_time: 14.1330595016, output_fired_time: 13.0902547836, propagate_forward_time: 360.3363037109, propagate_backward_time: 565.6707153320, weight_update_time: 0.9178777337, other_time: 13.7937011719
epoch time: 75.8176193237s, input_fired_time: 1.7613095045, output_fired_time: 0.0000000000, propagate_forward_time: 71.6629486084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3933639526
validation[          , genome 18517] predictions:    9891/  10000 (98.91%), best:    9875/10000 (98.75%), error:       392.99634, best error:       385.65482 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 963.7273559570s, input_fired_time: 14.1692781448, output_fired_time: 13.0217247009, propagate_forward_time: 359.0691223145, propagate_backward_time: 563.5876464844, weight_update_time: 0.9146786928, other_time: 13.8796386719
epoch time: 75.4145736694s, input_fired_time: 1.7523279190, output_fired_time: 0.0000000000, propagate_forward_time: 71.2670440674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3952026367
validation[          , genome 18517] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       350.15411, best error:       350.15411 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 969.4431152344s, input_fired_time: 14.3620195389, output_fired_time: 13.2333564758, propagate_forward_time: 361.2200622559, propagate_backward_time: 566.7324829102, weight_update_time: 0.9244217873, other_time: 13.8952026367
epoch time: 75.9981002808s, input_fired_time: 1.7778227329, output_fired_time: 0.0000000000, propagate_forward_time: 71.7756729126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4446029663
validation[          , genome 18517] predictions:    9861/  10000 (98.61%), best:    9888/10000 (98.88%), error:       441.49869, best error:       350.15411 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 973.5086059570s, input_fired_time: 14.4406499863, output_fired_time: 13.2529306412, propagate_forward_time: 362.5166625977, propagate_backward_time: 569.1156616211, weight_update_time: 0.9464180470, other_time: 14.1826782227
epoch time: 76.2305374146s, input_fired_time: 1.7803988457, output_fired_time: 0.0000000000, propagate_forward_time: 71.9612503052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4888916016
validation[          , genome 18517] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       365.86624, best error:       350.15411 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 976.3389282227s, input_fired_time: 14.5627517700, output_fired_time: 13.2583951950, propagate_forward_time: 363.6593017578, propagate_backward_time: 570.5314941406, weight_update_time: 0.9381003976, other_time: 14.3269653320
epoch time: 75.7050399780s, input_fired_time: 1.7580205202, output_fired_time: 0.0000000000, propagate_forward_time: 71.5624847412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3845367432
validation[          , genome 18517] predictions:    9869/  10000 (98.69%), best:    9888/10000 (98.88%), error:       391.45352, best error:       350.15411 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 967.0468139648s, input_fired_time: 14.1951818466, output_fired_time: 13.1331911087, propagate_forward_time: 360.3676147461, propagate_backward_time: 565.5535888672, weight_update_time: 0.9163442254, other_time: 13.7972412109
epoch time: 76.2411575317s, input_fired_time: 1.8086065054, output_fired_time: 0.0000000000, propagate_forward_time: 71.9145202637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5180282593
validation[          , genome 18517] predictions:    9862/  10000 (98.62%), best:    9888/10000 (98.88%), error:       409.64688, best error:       350.15411 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 972.0697021484s, input_fired_time: 14.4266796112, output_fired_time: 13.1904859543, propagate_forward_time: 362.1287536621, propagate_backward_time: 568.1403198242, weight_update_time: 0.9321821928, other_time: 14.1834106445
epoch time: 75.3753051758s, input_fired_time: 1.7575310469, output_fired_time: 0.0000000000, propagate_forward_time: 71.2141876221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4035873413
validation[          , genome 18517] predictions:    9875/  10000 (98.75%), best:    9888/10000 (98.88%), error:       402.64691, best error:       350.15411 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 966.7962646484s, input_fired_time: 14.2841634750, output_fired_time: 13.1280889511, propagate_forward_time: 360.1238098145, propagate_backward_time: 565.4487915039, weight_update_time: 0.9317066073, other_time: 13.8113403320
epoch time: 75.7832412720s, input_fired_time: 1.7771505117, output_fired_time: 0.0000000000, propagate_forward_time: 71.5650100708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4410781860
validation[          , genome 18517] predictions:    9880/  10000 (98.80%), best:    9888/10000 (98.88%), error:       385.33908, best error:       350.15411 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 965.7761840820s, input_fired_time: 14.2117271423, output_fired_time: 13.0502901077, propagate_forward_time: 359.3092651367, propagate_backward_time: 565.4569702148, weight_update_time: 0.9128780961, other_time: 13.7479248047
epoch time: 76.3927001953s, input_fired_time: 1.7952053547, output_fired_time: 0.0000000000, propagate_forward_time: 72.0828857422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5146102905
validation[          , genome 18517] predictions:    9870/  10000 (98.70%), best:    9888/10000 (98.88%), error:       395.36749, best error:       350.15411 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 970.3449707031s, input_fired_time: 14.3738994598, output_fired_time: 13.1401205063, propagate_forward_time: 361.6874084473, propagate_backward_time: 567.0009155273, weight_update_time: 0.9235894680, other_time: 14.1426391602
epoch time: 76.2012710571s, input_fired_time: 1.7889914513, output_fired_time: 0.0000000000, propagate_forward_time: 71.9958877563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4163894653
validation[          , genome 18517] predictions:    9861/  10000 (98.61%), best:    9888/10000 (98.88%), error:       415.45740, best error:       350.15411 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 966.6362915039s, input_fired_time: 14.2401237488, output_fired_time: 13.1142082214, propagate_forward_time: 359.9824218750, propagate_backward_time: 565.5942382813, weight_update_time: 0.9242116213, other_time: 13.7053222656
epoch time: 77.5135955811s, input_fired_time: 1.8364757299, output_fired_time: 0.0000000000, propagate_forward_time: 73.0334548950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6436614990
validation[          , genome 18517] predictions:    9859/  10000 (98.59%), best:    9888/10000 (98.88%), error:       448.17621, best error:       350.15411 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 970.8323974609s, input_fired_time: 14.3751554489, output_fired_time: 13.1502790451, propagate_forward_time: 361.7063293457, propagate_backward_time: 567.6021728516, weight_update_time: 0.9158033729, other_time: 13.9984130859
epoch time: 76.4663925171s, input_fired_time: 1.8130213022, output_fired_time: 0.0000000000, propagate_forward_time: 72.1303024292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5230712891
validation[          , genome 18517] predictions:    9889/  10000 (98.89%), best:    9888/10000 (98.88%), error:       363.94516, best error:       350.15411 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 960.8539428711s, input_fired_time: 14.1047201157, output_fired_time: 12.9497489929, propagate_forward_time: 357.9233093262, propagate_backward_time: 562.2211303711, weight_update_time: 0.9043302536, other_time: 13.6549682617
epoch time: 76.3059310913s, input_fired_time: 1.8101512194, output_fired_time: 0.0000000000, propagate_forward_time: 71.9914245605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5043563843
validation[          , genome 18517] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       337.30688, best error:       337.30688 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 970.3090209961s, input_fired_time: 14.3430080414, output_fired_time: 13.0624132156, propagate_forward_time: 361.4086303711, propagate_backward_time: 567.4908447266, weight_update_time: 0.9228724837, other_time: 14.0040893555
epoch time: 75.9321060181s, input_fired_time: 1.7767562866, output_fired_time: 0.0000000000, propagate_forward_time: 71.7636489868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3917007446
validation[          , genome 18517] predictions:    9846/  10000 (98.46%), best:    9902/10000 (99.02%), error:       477.44287, best error:       337.30688 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 972.3370361328s, input_fired_time: 14.4742317200, output_fired_time: 13.2079172134, propagate_forward_time: 362.3414306641, propagate_backward_time: 568.3403320313, weight_update_time: 0.9237006903, other_time: 13.9730834961
epoch time: 76.0800399780s, input_fired_time: 1.7932676077, output_fired_time: 0.0000000000, propagate_forward_time: 71.8628158569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4239578247
validation[          , genome 18517] predictions:    9878/  10000 (98.78%), best:    9902/10000 (99.02%), error:       393.04602, best error:       337.30688 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 968.3503417969s, input_fired_time: 14.2997770309, output_fired_time: 13.1076822281, propagate_forward_time: 360.7133178711, propagate_backward_time: 566.3444824219, weight_update_time: 0.9246346354, other_time: 13.8850708008
epoch time: 76.6881332397s, input_fired_time: 1.8237067461, output_fired_time: 0.0000000000, propagate_forward_time: 72.2567214966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6077041626
validation[          , genome 18517] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       349.46817, best error:       337.30688 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 974.3605957031s, input_fired_time: 14.5438747406, output_fired_time: 13.2638807297, propagate_forward_time: 362.7166137695, propagate_backward_time: 569.6811523438, weight_update_time: 0.9367536306, other_time: 14.1550903320
epoch time: 76.2143020630s, input_fired_time: 1.8031452894, output_fired_time: 0.0000000000, propagate_forward_time: 71.9604721069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4506835938
validation[          , genome 18517] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       311.15805, best error:       311.15805 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 974.2477416992s, input_fired_time: 14.5697450638, output_fired_time: 13.2050619125, propagate_forward_time: 362.7000122070, propagate_backward_time: 569.3408813477, weight_update_time: 0.9428706169, other_time: 14.4320068359
epoch time: 76.4221420288s, input_fired_time: 1.8251172304, output_fired_time: 0.0000000000, propagate_forward_time: 72.0712966919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5257263184
validation[          , genome 18517] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       310.53418, best error:       310.53418 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 966.7301025391s, input_fired_time: 14.3552932739, output_fired_time: 13.0794467926, propagate_forward_time: 359.7249755859, propagate_backward_time: 565.6442871094, weight_update_time: 0.9344246984, other_time: 13.9260864258
epoch time: 77.3131484985s, input_fired_time: 1.8384363651, output_fired_time: 0.0000000000, propagate_forward_time: 72.9183120728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5563964844
validation[          , genome 18517] predictions:    9886/  10000 (98.86%), best:    9909/10000 (99.09%), error:       372.56177, best error:       310.53418 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 966.7508544922s, input_fired_time: 14.3130826950, output_fired_time: 12.9914264679, propagate_forward_time: 360.0688781738, propagate_backward_time: 565.4792480469, weight_update_time: 0.9168220162, other_time: 13.8981933594
epoch time: 76.7554779053s, input_fired_time: 1.8367016315, output_fired_time: 0.0000000000, propagate_forward_time: 72.3598175049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5589599609
validation[          , genome 18517] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       349.27014, best error:       310.53418 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 972.9951782227s, input_fired_time: 14.5005655289, output_fired_time: 13.1978597641, propagate_forward_time: 362.3373107910, propagate_backward_time: 568.8217163086, weight_update_time: 0.9204892516, other_time: 14.1377563477
epoch time: 76.4541702271s, input_fired_time: 1.8313039541, output_fired_time: 0.0000000000, propagate_forward_time: 72.0371246338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5857391357
validation[          , genome 18517] predictions:    9892/  10000 (98.92%), best:    9909/10000 (99.09%), error:       326.75534, best error:       310.53418 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 962.9509887695s, input_fired_time: 14.2861709595, output_fired_time: 13.0476789474, propagate_forward_time: 358.5305786133, propagate_backward_time: 563.4010009766, weight_update_time: 0.9167043567, other_time: 13.6855468750
epoch time: 76.0063781738s, input_fired_time: 1.7907431126, output_fired_time: 0.0000000000, propagate_forward_time: 71.7082748413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5073623657
validation[          , genome 18517] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       327.46481, best error:       310.53418 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 961.6334228516s, input_fired_time: 14.2316226959, output_fired_time: 12.9971084595, propagate_forward_time: 358.2807922363, propagate_backward_time: 562.4420166016, weight_update_time: 0.9121342897, other_time: 13.6818847656
epoch time: 76.8179397583s, input_fired_time: 1.8114509583, output_fired_time: 0.0000000000, propagate_forward_time: 72.4631347656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5433502197
validation[          , genome 18517] predictions:    9885/  10000 (98.85%), best:    9909/10000 (99.09%), error:       388.53992, best error:       310.53418 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 964.2236328125s, input_fired_time: 14.2904329300, output_fired_time: 13.1020202637, propagate_forward_time: 359.1466369629, propagate_backward_time: 563.9635009766, weight_update_time: 0.9226264954, other_time: 13.7210693359
epoch time: 76.5947799683s, input_fired_time: 1.8154444695, output_fired_time: 0.0000000000, propagate_forward_time: 72.2551193237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5242156982
validation[          , genome 18517] predictions:    9895/  10000 (98.95%), best:    9909/10000 (99.09%), error:       343.36765, best error:       310.53418 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 965.7753906250s, input_fired_time: 14.2952871323, output_fired_time: 13.0784082413, propagate_forward_time: 359.6414489746, propagate_backward_time: 564.9226074219, weight_update_time: 0.9206609130, other_time: 13.8376464844
epoch time: 77.0947341919s, input_fired_time: 1.8363090754, output_fired_time: 0.0000000000, propagate_forward_time: 72.7723007202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4861221313
validation[          , genome 18517] predictions:    9883/  10000 (98.83%), best:    9909/10000 (99.09%), error:       395.92673, best error:       310.53418 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 963.3691406250s, input_fired_time: 14.2254829407, output_fired_time: 13.0172719955, propagate_forward_time: 359.1015930176, propagate_backward_time: 563.2838745117, weight_update_time: 0.9125372171, other_time: 13.7409057617
epoch time: 75.5127487183s, input_fired_time: 1.7646681070, output_fired_time: 0.0000000000, propagate_forward_time: 71.3559722900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3921051025
validation[          , genome 18517] predictions:    9898/  10000 (98.98%), best:    9909/10000 (99.09%), error:       319.61426, best error:       310.53418 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 967.1677246094s, input_fired_time: 14.3652296066, output_fired_time: 13.0498600006, propagate_forward_time: 360.1234130859, propagate_backward_time: 565.6360473633, weight_update_time: 0.9132992029, other_time: 13.9931640625
epoch time: 75.3699493408s, input_fired_time: 1.7665520906, output_fired_time: 0.0000000000, propagate_forward_time: 71.2222061157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3811874390
validation[          , genome 18517] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       336.09674, best error:       310.53418 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 967.4145507813s, input_fired_time: 14.4210529327, output_fired_time: 13.1026315689, propagate_forward_time: 360.5335998535, propagate_backward_time: 565.5696411133, weight_update_time: 0.9151351452, other_time: 13.7875366211
epoch time: 76.5890655518s, input_fired_time: 1.8103362322, output_fired_time: 0.0000000000, propagate_forward_time: 72.3021240234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4766082764
validation[          , genome 18517] predictions:    9889/  10000 (98.89%), best:    9909/10000 (99.09%), error:       365.55042, best error:       310.53418 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 965.6239624023s, input_fired_time: 14.2637891769, output_fired_time: 13.0709733963, propagate_forward_time: 359.5939025879, propagate_backward_time: 564.8759765625, weight_update_time: 0.9224666357, other_time: 13.8193359375
epoch time: 76.4256668091s, input_fired_time: 1.8289681673, output_fired_time: 0.0000000000, propagate_forward_time: 72.0098876953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5868072510
validation[          , genome 18517] predictions:    9881/  10000 (98.81%), best:    9909/10000 (99.09%), error:       356.22107, best error:       310.53418 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 970.6688232422s, input_fired_time: 14.4186849594, output_fired_time: 13.1107587814, propagate_forward_time: 361.6614074707, propagate_backward_time: 567.4780883789, weight_update_time: 0.9199041128, other_time: 13.9998168945
epoch time: 75.6728973389s, input_fired_time: 1.7778797150, output_fired_time: 0.0000000000, propagate_forward_time: 71.5042266846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3907928467
validation[          , genome 18517] predictions:    9899/  10000 (98.99%), best:    9909/10000 (99.09%), error:       344.54205, best error:       310.53418 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 965.0445556641s, input_fired_time: 14.3499832153, output_fired_time: 12.9882078171, propagate_forward_time: 359.6062011719, propagate_backward_time: 564.3234863281, weight_update_time: 0.9154475927, other_time: 13.7766723633
epoch time: 75.2606964111s, input_fired_time: 1.7666676044, output_fired_time: 0.0000000000, propagate_forward_time: 71.1312713623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3627548218
validation[          , genome 18517] predictions:    9898/  10000 (98.98%), best:    9909/10000 (99.09%), error:       329.29871, best error:       310.53418 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 961.6833496094s, input_fired_time: 14.1989450455, output_fired_time: 12.9624271393, propagate_forward_time: 358.1077880859, propagate_backward_time: 562.8260498047, weight_update_time: 0.9166340828, other_time: 13.5881347656
epoch time: 75.5660858154s, input_fired_time: 1.7792153358, output_fired_time: 0.0000000000, propagate_forward_time: 71.4141082764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3727645874
validation[          , genome 18517] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       313.69958, best error:       310.53418 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 967.0360717773s, input_fired_time: 14.3144941330, output_fired_time: 13.0654869080, propagate_forward_time: 360.3955993652, propagate_backward_time: 565.4244384766, weight_update_time: 0.9369094968, other_time: 13.8360595703
epoch time: 75.7253265381s, input_fired_time: 1.7862604856, output_fired_time: 0.0000000000, propagate_forward_time: 71.4907836914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4482803345
validation[          , genome 18517] predictions:    9894/  10000 (98.94%), best:    9909/10000 (99.09%), error:       334.74554, best error:       310.53418 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 965.9395751953s, input_fired_time: 14.2176408768, output_fired_time: 13.0373888016, propagate_forward_time: 359.8021850586, propagate_backward_time: 565.3157348633, weight_update_time: 0.9040403366, other_time: 13.5665893555
epoch time: 77.8712234497s, input_fired_time: 1.8741136789, output_fired_time: 0.0000000000, propagate_forward_time: 73.3246459961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6724624634
validation[          , genome 18517] predictions:    9901/  10000 (99.01%), best:    9909/10000 (99.09%), error:       328.27332, best error:       310.53418 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 959.6478271484s, input_fired_time: 14.0807161331, output_fired_time: 12.9886331558, propagate_forward_time: 357.7287902832, propagate_backward_time: 561.5666503906, weight_update_time: 0.9020541906, other_time: 13.2830810547
epoch time: 75.6932144165s, input_fired_time: 1.7845649719, output_fired_time: 0.0000000000, propagate_forward_time: 71.5190429688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3896026611
validation[          , genome 18517] predictions:    9889/  10000 (98.89%), best:    9909/10000 (99.09%), error:       356.73633, best error:       310.53418 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 969.3972778320s, input_fired_time: 14.4330062866, output_fired_time: 13.1256513596, propagate_forward_time: 361.2925720215, propagate_backward_time: 566.6704711914, weight_update_time: 0.9304035902, other_time: 13.8755493164
epoch time: 75.6497955322s, input_fired_time: 1.7754583359, output_fired_time: 0.0000000000, propagate_forward_time: 71.4904174805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3839187622
validation[          , genome 18517] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       307.17422, best error:       307.17422 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 965.7214355469s, input_fired_time: 14.1883487701, output_fired_time: 13.1017436981, propagate_forward_time: 359.9005737305, propagate_backward_time: 565.1371459961, weight_update_time: 0.9048736095, other_time: 13.3936157227
epoch time: 75.7495574951s, input_fired_time: 1.7857072353, output_fired_time: 0.0000000000, propagate_forward_time: 71.5661468506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3977050781
validation[          , genome 18517] predictions:    9876/  10000 (98.76%), best:    9911/10000 (99.11%), error:       415.32516, best error:       307.17422 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 965.2728271484s, input_fired_time: 14.2570028305, output_fired_time: 13.0146818161, propagate_forward_time: 359.5350036621, propagate_backward_time: 564.7691040039, weight_update_time: 0.9181275368, other_time: 13.6969604492
epoch time: 77.5515594482s, input_fired_time: 1.8593015671, output_fired_time: 0.0000000000, propagate_forward_time: 73.2396011353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4526596069
validation[          , genome 18517] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       314.52719, best error:       307.17422 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 972.0145263672s, input_fired_time: 14.4742670059, output_fired_time: 13.1103143692, propagate_forward_time: 362.0611572266, propagate_backward_time: 568.3538818359, weight_update_time: 0.9398418069, other_time: 14.0149536133
epoch time: 75.7119903564s, input_fired_time: 1.7851318121, output_fired_time: 0.0000000000, propagate_forward_time: 71.5348205566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3920364380
validation[          , genome 18517] predictions:    9900/  10000 (99.00%), best:    9911/10000 (99.11%), error:       325.59311, best error:       307.17422 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 967.7330322266s, input_fired_time: 14.3972349167, output_fired_time: 13.0935134888, propagate_forward_time: 360.3832397461, propagate_backward_time: 566.0066528320, weight_update_time: 0.9241533875, other_time: 13.8524169922
epoch time: 75.5363006592s, input_fired_time: 1.7850263119, output_fired_time: 0.0000000000, propagate_forward_time: 71.3654708862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3858032227
validation[          , genome 18517] predictions:    9899/  10000 (98.99%), best:    9911/10000 (99.11%), error:       309.75549, best error:       307.17422 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 969.9349975586s, input_fired_time: 14.4804267883, output_fired_time: 13.1195650101, propagate_forward_time: 361.1069946289, propagate_backward_time: 567.2636108398, weight_update_time: 0.9356091619, other_time: 13.9644165039
epoch time: 75.9035186768s, input_fired_time: 1.7896299362, output_fired_time: 0.0000000000, propagate_forward_time: 71.6868362427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4270553589
validation[          , genome 18517] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       323.07547, best error:       307.17422 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 965.2857666016s, input_fired_time: 14.3001184464, output_fired_time: 13.0997333527, propagate_forward_time: 359.5738830566, propagate_backward_time: 564.5937500000, weight_update_time: 0.9226782322, other_time: 13.7182617188
epoch time: 76.3494415283s, input_fired_time: 1.8245456219, output_fired_time: 0.0000000000, propagate_forward_time: 72.0948944092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4300003052
validation[          , genome 18517] predictions:    9896/  10000 (98.96%), best:    9911/10000 (99.11%), error:       349.78937, best error:       307.17422 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 966.5989379883s, input_fired_time: 14.4910659790, output_fired_time: 13.0487127304, propagate_forward_time: 360.2124633789, propagate_backward_time: 564.8901977539, weight_update_time: 0.9158523679, other_time: 13.9564819336
epoch time: 75.4779129028s, input_fired_time: 1.8034415245, output_fired_time: 0.0000000000, propagate_forward_time: 71.1601257324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5143432617
validation[          , genome 18517] predictions:    9903/  10000 (99.03%), best:    9911/10000 (99.11%), error:       316.94037, best error:       307.17422 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 969.4476318359s, input_fired_time: 14.4375047684, output_fired_time: 13.1195554733, propagate_forward_time: 360.6401062012, propagate_backward_time: 567.1790161133, weight_update_time: 0.9220196605, other_time: 14.0714721680
epoch time: 76.4498291016s, input_fired_time: 1.8278906345, output_fired_time: 0.0000000000, propagate_forward_time: 72.1278762817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4940643311
validation[          , genome 18517] predictions:    9900/  10000 (99.00%), best:    9911/10000 (99.11%), error:       312.82791, best error:       307.17422 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 964.7423095703s, input_fired_time: 14.3156328201, output_fired_time: 13.0410976410, propagate_forward_time: 359.3235778809, propagate_backward_time: 564.3026733398, weight_update_time: 0.9193065166, other_time: 13.7593383789
epoch time: 76.0802841187s, input_fired_time: 1.8050477505, output_fired_time: 0.0000000000, propagate_forward_time: 71.8621673584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4130706787
validation[          , genome 18517] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       315.26334, best error:       307.17422 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 968.5255126953s, input_fired_time: 14.4672155380, output_fired_time: 13.1959104538, propagate_forward_time: 360.5318298340, propagate_backward_time: 566.4295654297, weight_update_time: 0.9203616381, other_time: 13.9010009766
epoch time: 75.3279113770s, input_fired_time: 1.7761943340, output_fired_time: 0.0000000000, propagate_forward_time: 71.1808776855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3708419800
validation[          , genome 18517] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       308.61398, best error:       307.17422 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 967.2175903320s, input_fired_time: 14.3991441727, output_fired_time: 13.1009588242, propagate_forward_time: 360.0259094238, propagate_backward_time: 565.8637084961, weight_update_time: 0.9243934155, other_time: 13.8278198242
epoch time: 76.4374160767s, input_fired_time: 1.8424136639, output_fired_time: 0.0000000000, propagate_forward_time: 72.0804519653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5145492554
validation[          , genome 18517] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       316.40176, best error:       307.17422 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 966.2832641602s, input_fired_time: 14.3660430908, output_fired_time: 13.1013259888, propagate_forward_time: 359.5999755859, propagate_backward_time: 565.4584350586, weight_update_time: 0.9149417281, other_time: 13.7575073242
epoch time: 75.3687973022s, input_fired_time: 1.7819209099, output_fired_time: 0.0000000000, propagate_forward_time: 71.1891784668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3976974487
validation[          , genome 18517] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       318.99649, best error:       307.17422 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 964.8296508789s, input_fired_time: 14.3074169159, output_fired_time: 13.0289249420, propagate_forward_time: 359.3194885254, propagate_backward_time: 564.4695434570, weight_update_time: 0.9086397290, other_time: 13.7042846680
epoch time: 75.7083206177s, input_fired_time: 1.7949051857, output_fired_time: 0.0000000000, propagate_forward_time: 71.4484176636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4649963379
validation[          , genome 18517] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       306.72919, best error:       306.72919 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 966.8466186523s, input_fired_time: 14.4408168793, output_fired_time: 13.1030321121, propagate_forward_time: 360.1996459961, propagate_backward_time: 565.2088623047, weight_update_time: 0.9197438359, other_time: 13.8942871094
epoch time: 77.0789566040s, input_fired_time: 1.8649719954, output_fired_time: 0.0000000000, propagate_forward_time: 72.6397476196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5742340088
validation[          , genome 18517] predictions:    9916/  10000 (99.16%), best:    9910/10000 (99.10%), error:       310.42978, best error:       306.72919 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 965.4572753906s, input_fired_time: 14.3055543900, output_fired_time: 13.0391979218, propagate_forward_time: 360.0809326172, propagate_backward_time: 564.3862304688, weight_update_time: 0.9065908194, other_time: 13.6453857422
epoch time: 76.3449935913s, input_fired_time: 1.8297406435, output_fired_time: 0.0000000000, propagate_forward_time: 72.0152664185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4999847412
validation[          , genome 18517] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       307.67746, best error:       306.72919 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 967.7575073242s, input_fired_time: 14.3668203354, output_fired_time: 13.0506334305, propagate_forward_time: 360.4771728516, propagate_backward_time: 566.1199340820, weight_update_time: 0.9113769531, other_time: 13.7429199219
epoch time: 76.8083953857s, input_fired_time: 1.8461240530, output_fired_time: 0.0000000000, propagate_forward_time: 72.3380050659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6242675781
validation[          , genome 18517] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       302.51126, best error:       302.51126 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 970.7508544922s, input_fired_time: 14.4126329422, output_fired_time: 13.1443853378, propagate_forward_time: 361.2979431152, propagate_backward_time: 567.8959350586, weight_update_time: 0.9352672696, other_time: 13.9999389648
epoch time: 75.9569091797s, input_fired_time: 1.7978172302, output_fired_time: 0.0000000000, propagate_forward_time: 71.7626800537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3964080811
validation[          , genome 18517] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       310.33310, best error:       302.51126 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 960.7520141602s, input_fired_time: 14.3655757904, output_fired_time: 12.9963197708, propagate_forward_time: 357.4993896484, propagate_backward_time: 562.0885620117, weight_update_time: 0.9079744816, other_time: 13.8021240234
epoch time: 74.6988067627s, input_fired_time: 1.7931547165, output_fired_time: 0.0000000000, propagate_forward_time: 70.4693603516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4362945557
validation[          , genome 18517] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       319.64529, best error:       302.51126 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 955.6877441406s, input_fired_time: 14.2649354935, output_fired_time: 12.8959512711, propagate_forward_time: 355.6421813965, propagate_backward_time: 559.1849975586, weight_update_time: 0.9192958474, other_time: 13.6996459961
epoch time: 75.0878753662s, input_fired_time: 1.8105806112, output_fired_time: 0.0000000000, propagate_forward_time: 70.8086242676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4686737061
validation[          , genome 18517] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       312.24570, best error:       302.51126 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 961.1289672852s, input_fired_time: 14.4607868195, output_fired_time: 12.9915246964, propagate_forward_time: 357.6344604492, propagate_backward_time: 561.9640502930, weight_update_time: 0.9426040649, other_time: 14.0781250000
epoch time: 75.3967819214s, input_fired_time: 1.8162640333, output_fired_time: 0.0000000000, propagate_forward_time: 71.1132736206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4672470093
validation[          , genome 18517] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       310.26700, best error:       302.51126 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 958.1635131836s, input_fired_time: 14.4367837906, output_fired_time: 12.9701862335, propagate_forward_time: 356.3901062012, propagate_backward_time: 560.4194946289, weight_update_time: 0.9202138186, other_time: 13.9469604492
epoch time: 74.8277206421s, input_fired_time: 1.7871681452, output_fired_time: 0.0000000000, propagate_forward_time: 70.6264343262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4141159058
validation[          , genome 18517] predictions:    9910/  10000 (99.10%), best:    9906/10000 (99.06%), error:       306.74557, best error:       302.51126 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 953.6610107422s, input_fired_time: 14.2813072205, output_fired_time: 12.8931455612, propagate_forward_time: 354.8840026855, propagate_backward_time: 557.9431762695, weight_update_time: 0.9085852504, other_time: 13.6593627930
epoch time: 75.3012084961s, input_fired_time: 1.8097655773, output_fired_time: 0.0000000000, propagate_forward_time: 70.9337158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5577239990
validation[          , genome 18517] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       312.33694, best error:       302.51126 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 959.6008911133s, input_fired_time: 14.3983716965, output_fired_time: 13.0003738403, propagate_forward_time: 357.1052246094, propagate_backward_time: 561.1165161133, weight_update_time: 0.9181144238, other_time: 13.9804077148
epoch time: 75.6658172607s, input_fired_time: 1.8099602461, output_fired_time: 0.0000000000, propagate_forward_time: 71.3742446899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4816131592
validation[          , genome 18517] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       304.74805, best error:       302.51126 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 957.0699462891s, input_fired_time: 14.4288520813, output_fired_time: 12.9399356842, propagate_forward_time: 355.7969665527, propagate_backward_time: 559.9632568359, weight_update_time: 0.9189731479, other_time: 13.9409179688
epoch time: 74.1581802368s, input_fired_time: 1.7774788141, output_fired_time: 0.0000000000, propagate_forward_time: 69.8833847046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4973144531
validation[          , genome 18517] predictions:    9911/  10000 (99.11%), best:    9906/10000 (99.06%), error:       307.30981, best error:       302.51126 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 956.6342773438s, input_fired_time: 14.3454246521, output_fired_time: 12.9647989273, propagate_forward_time: 356.1631164551, propagate_backward_time: 559.3090820313, weight_update_time: 0.9168131351, other_time: 13.8519287109
epoch time: 76.3833389282s, input_fired_time: 1.8237029314, output_fired_time: 0.0000000000, propagate_forward_time: 71.9596557617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5999832153
validation[          , genome 18517] predictions:    9910/  10000 (99.10%), best:    9906/10000 (99.06%), error:       309.47513, best error:       302.51126 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 958.4625854492s, input_fired_time: 14.2968540192, output_fired_time: 12.9347000122, propagate_forward_time: 356.7489318848, propagate_backward_time: 560.7996215820, weight_update_time: 0.9169570208, other_time: 13.6824340820
epoch time: 76.2403335571s, input_fired_time: 1.8226345778, output_fired_time: 0.0000000000, propagate_forward_time: 71.8981628418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5195388794
validation[          , genome 18517] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       310.93234, best error:       302.51126 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 965.9788818359s, input_fired_time: 14.4266948700, output_fired_time: 13.0617914200, propagate_forward_time: 359.4922180176, propagate_backward_time: 565.0664062500, weight_update_time: 0.9101465940, other_time: 13.9317626953
epoch time: 75.8237533569s, input_fired_time: 1.8014203310, output_fired_time: 0.0000000000, propagate_forward_time: 71.6434478760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3788833618
validation[          , genome 18517] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       317.80106, best error:       302.51126 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 966.3281250000s, input_fired_time: 14.5177383423, output_fired_time: 13.0530910492, propagate_forward_time: 359.8131713867, propagate_backward_time: 564.8867797852, weight_update_time: 0.9267079234, other_time: 14.0573120117
epoch time: 76.1147842407s, input_fired_time: 1.8328224421, output_fired_time: 0.0000000000, propagate_forward_time: 71.7798767090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5020828247
validation[          , genome 18517] predictions:    9912/  10000 (99.12%), best:    9906/10000 (99.06%), error:       303.35828, best error:       302.51126 on epoch:    88, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 381.1686706543s, input_fired_time: 9.1522178650, output_fired_time: 0.0000000000, propagate_forward_time: 359.4651794434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.5512695313
best training[          , genome 18517] predictions:   50000/  50000 (100.00%), best:    9906/10000 (99.06%), error:       111.94258, best error:       302.51126 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 76.2510833740s, input_fired_time: 1.7908892632, output_fired_time: 0.0000000000, propagate_forward_time: 72.0070495605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4531478882
   testing[          , genome 18517] predictions:    9910/  10000 (99.10%), best:    9906/10000 (99.06%), error:       263.54196, best error:       302.51126 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:05:08 (5056): called boinc_finish(0)

</stderr_txt>
]]>