Nameexact_genome_1542531604_184_6276_1
Workunit4097799
Created18 Nov 2018, 16:50:40 UTC
Sent18 Nov 2018, 17:22:38 UTC
Report deadline14 Feb 2019, 7:46:20 UTC
Received19 Nov 2018, 23:45:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60660
Run time1 days 2 hours 13 min 23 sec
CPU time1 days 1 hours 52 min 36 sec
Validate stateValid
Credit21,899.95
Device peak FLOPS3.44 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size524.09 MB
Peak swap size543.91 MB
Peak disk usage9.24 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6.2731575966, propagate_forward_time: 306.8881835938, propagate_backward_time: 524.5381469727, weight_update_time: 0.9896934032, other_time: 10.4569702148
epoch time: 64.2326812744s, input_fired_time: 0.8759426475, output_fired_time: 0.0000000000, propagate_forward_time: 61.4771652222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8795738220
validation[          , genome  6276] predictions:    5350/  10000 (53.50%), best:    5350/10000 (53.50%), error:     13879.25586, best error:     13879.25586 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 877.7600097656s, input_fired_time: 8.1683607101, output_fired_time: 6.4404883385, propagate_forward_time: 315.3608398438, propagate_backward_time: 536.8365478516, weight_update_time: 1.0014755726, other_time: 10.9537963867
epoch time: 64.9064178467s, input_fired_time: 0.8587063551, output_fired_time: 0.0000000000, propagate_forward_time: 62.1272964478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9204177856
validation[          , genome  6276] predictions:    5458/  10000 (54.58%), best:    5458/10000 (54.58%), error:     13722.24902, best error:     13722.24902 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 857.8741455078s, input_fired_time: 7.9378943443, output_fired_time: 6.2559022903, propagate_forward_time: 307.6063537598, propagate_backward_time: 525.6348876953, weight_update_time: 0.9649577141, other_time: 10.4390869141
epoch time: 64.1290206909s, input_fired_time: 0.8748025298, output_fired_time: 0.0000000000, propagate_forward_time: 61.3889198303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8652992249
validation[          , genome  6276] predictions:    5316/  10000 (53.16%), best:    5458/10000 (54.58%), error:     14488.86328, best error:     13722.24902 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 859.3447265625s, input_fired_time: 7.9125580788, output_fired_time: 6.2856731415, propagate_forward_time: 308.5323791504, propagate_backward_time: 526.1257324219, weight_update_time: 0.9680569172, other_time: 10.4884033203
epoch time: 66.1559371948s, input_fired_time: 0.8759905100, output_fired_time: 0.0000000000, propagate_forward_time: 63.3616447449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9183006287
validation[          , genome  6276] predictions:    5458/  10000 (54.58%), best:    5458/10000 (54.58%), error:     13302.54297, best error:     13302.54297 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 871.1876831055s, input_fired_time: 8.0211725235, output_fired_time: 6.4962611198, propagate_forward_time: 312.6584777832, propagate_backward_time: 533.4861450195, weight_update_time: 0.9665291309, other_time: 10.5255737305
epoch time: 63.9181098938s, input_fired_time: 0.8644526005, output_fired_time: 0.0000000000, propagate_forward_time: 61.2270393372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8266181946
validation[          , genome  6276] predictions:    5353/  10000 (53.53%), best:    5458/10000 (54.58%), error:     14628.91699, best error:     13302.54297 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 853.8320922852s, input_fired_time: 7.8334784508, output_fired_time: 6.2617797852, propagate_forward_time: 306.4908447266, propagate_backward_time: 522.9852294922, weight_update_time: 0.9628906846, other_time: 10.2607421875
epoch time: 64.1167526245s, input_fired_time: 0.8772299290, output_fired_time: 0.0000000000, propagate_forward_time: 61.4018135071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8377075195
validation[          , genome  6276] predictions:    5534/  10000 (55.34%), best:    5458/10000 (54.58%), error:     13316.31348, best error:     13302.54297 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 853.7686767578s, input_fired_time: 7.8597774506, output_fired_time: 6.2580013275, propagate_forward_time: 306.4371337891, propagate_backward_time: 522.9128417969, weight_update_time: 0.9636116624, other_time: 10.3009033203
epoch time: 64.1383972168s, input_fired_time: 0.8761765361, output_fired_time: 0.0000000000, propagate_forward_time: 61.4163780212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8458442688
validation[          , genome  6276] predictions:    5517/  10000 (55.17%), best:    5458/10000 (54.58%), error:     13512.69629, best error:     13302.54297 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 861.5009155273s, input_fired_time: 7.9729604721, output_fired_time: 6.2958478928, propagate_forward_time: 308.7789001465, propagate_backward_time: 527.9124755859, weight_update_time: 0.9676458836, other_time: 10.5407714844
epoch time: 63.8746376038s, input_fired_time: 0.8686227798, output_fired_time: 0.0000000000, propagate_forward_time: 61.1800842285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8259315491
validation[          , genome  6276] predictions:    5526/  10000 (55.26%), best:    5458/10000 (54.58%), error:     13729.45801, best error:     13302.54297 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 854.0339355469s, input_fired_time: 7.9254832268, output_fired_time: 6.2343688011, propagate_forward_time: 306.6976928711, propagate_backward_time: 522.8620605469, weight_update_time: 0.9643259645, other_time: 10.3143310547
epoch time: 64.1026153564s, input_fired_time: 0.8787015676, output_fired_time: 0.0000000000, propagate_forward_time: 61.3769569397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8469581604
validation[          , genome  6276] predictions:    5327/  10000 (53.27%), best:    5458/10000 (54.58%), error:     14388.12891, best error:     13302.54297 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 853.9272460938s, input_fired_time: 7.8673229218, output_fired_time: 6.2812595367, propagate_forward_time: 306.6169433594, propagate_backward_time: 522.8538208008, weight_update_time: 0.9635003209, other_time: 10.3079223633
epoch time: 63.9112701416s, input_fired_time: 0.8738589883, output_fired_time: 0.0000000000, propagate_forward_time: 61.2063026428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8311080933
validation[          , genome  6276] predictions:    5572/  10000 (55.72%), best:    5458/10000 (54.58%), error:     13552.46582, best error:     13302.54297 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 853.5998535156s, input_fired_time: 7.8944354057, output_fired_time: 6.2663488388, propagate_forward_time: 306.6101379395, propagate_backward_time: 522.4923706055, weight_update_time: 0.9636504054, other_time: 10.3366088867
epoch time: 63.8976860046s, input_fired_time: 0.8772711158, output_fired_time: 0.0000000000, propagate_forward_time: 61.2005195618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8198966980
validation[          , genome  6276] predictions:    5510/  10000 (55.10%), best:    5458/10000 (54.58%), error:     13758.29590, best error:     13302.54297 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 853.6265258789s, input_fired_time: 7.9412641525, output_fired_time: 6.2411675453, propagate_forward_time: 306.3356323242, propagate_backward_time: 522.7268676758, weight_update_time: 0.9653805494, other_time: 10.3815917969
epoch time: 64.0828857422s, input_fired_time: 0.8721087575, output_fired_time: 0.0000000000, propagate_forward_time: 61.3877105713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8230667114
validation[          , genome  6276] predictions:    5355/  10000 (53.55%), best:    5458/10000 (54.58%), error:     14209.03223, best error:     13302.54297 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1470.5734863281s, input_fired_time: 7.9716405869, output_fired_time: 6.2393660545, propagate_forward_time: 306.9122314453, propagate_backward_time: 1139.0864257813, weight_update_time: 0.9654288888, other_time: 10.3637695313
epoch time: 63.9125556946s, input_fired_time: 0.8831765056, output_fired_time: 0.0000000000, propagate_forward_time: 61.2093238831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8200569153
validation[          , genome  6276] predictions:    5567/  10000 (55.67%), best:    5458/10000 (54.58%), error:     13463.07617, best error:     13302.54297 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 854.7239379883s, input_fired_time: 7.9930996895, output_fired_time: 6.2453474998, propagate_forward_time: 306.8551330566, propagate_backward_time: 523.3131713867, weight_update_time: 0.9634634852, other_time: 10.3171997070
epoch time: 63.8782539368s, input_fired_time: 0.8866201639, output_fired_time: 0.0000000000, propagate_forward_time: 61.1648330688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8268013000
validation[          , genome  6276] predictions:    5718/  10000 (57.18%), best:    5718/10000 (57.18%), error:     12793.10449, best error:     12793.10449 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 853.0458374023s, input_fired_time: 7.9223971367, output_fired_time: 6.2453274727, propagate_forward_time: 306.2393493652, propagate_backward_time: 522.3754272461, weight_update_time: 0.9632414579, other_time: 10.2633666992
epoch time: 64.3196868896s, input_fired_time: 0.8911492825, output_fired_time: 0.0000000000, propagate_forward_time: 61.5430145264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8855247498
validation[          , genome  6276] predictions:    5440/  10000 (54.40%), best:    5718/10000 (57.18%), error:     13581.66113, best error:     12793.10449 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 853.6310424805s, input_fired_time: 7.9537510872, output_fired_time: 6.2755985260, propagate_forward_time: 306.4526672363, propagate_backward_time: 522.6666870117, weight_update_time: 0.9656819701, other_time: 10.2824096680
epoch time: 63.9539375305s, input_fired_time: 0.8865606189, output_fired_time: 0.0000000000, propagate_forward_time: 61.2356185913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8317565918
validation[          , genome  6276] predictions:    5603/  10000 (56.03%), best:    5718/10000 (57.18%), error:     13443.99023, best error:     12793.10449 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1270.9722900391s, input_fired_time: 7.9870991707, output_fired_time: 6.2795395851, propagate_forward_time: 723.2830810547, propagate_backward_time: 523.0489501953, weight_update_time: 0.9670153856, other_time: 10.3736572266
epoch time: 64.6027145386s, input_fired_time: 0.9448077679, output_fired_time: 0.0000000000, propagate_forward_time: 61.7829780579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8749275208
validation[          , genome  6276] predictions:    5347/  10000 (53.47%), best:    5718/10000 (57.18%), error:     14217.21484, best error:     12793.10449 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1056.3221435547s, input_fired_time: 8.1508731842, output_fired_time: 6.3267374039, propagate_forward_time: 506.0964660645, propagate_backward_time: 525.3077392578, weight_update_time: 0.9696248770, other_time: 10.4403076172
epoch time: 64.1493682861s, input_fired_time: 0.8947571516, output_fired_time: 0.0000000000, propagate_forward_time: 61.4197845459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8348274231
validation[          , genome  6276] predictions:    5433/  10000 (54.33%), best:    5718/10000 (57.18%), error:     13648.38965, best error:     12793.10449 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 857.1362304688s, input_fired_time: 8.0591554642, output_fired_time: 6.3064780235, propagate_forward_time: 307.7118225098, propagate_backward_time: 524.6231689453, weight_update_time: 0.9688856602, other_time: 10.4356689453
epoch time: 64.3199996948s, input_fired_time: 0.9135913253, output_fired_time: 0.0000000000, propagate_forward_time: 61.5287628174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8776473999
validation[          , genome  6276] predictions:    5752/  10000 (57.52%), best:    5752/10000 (57.52%), error:     12569.43750, best error:     12569.43750 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 854.5405883789s, input_fired_time: 8.0065031052, output_fired_time: 6.2552661896, propagate_forward_time: 306.6698913574, propagate_backward_time: 523.2167968750, weight_update_time: 0.9643565416, other_time: 10.3920898438
epoch time: 64.7310714722s, input_fired_time: 0.9159752727, output_fired_time: 0.0000000000, propagate_forward_time: 61.8480987549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9669990540
validation[          , genome  6276] predictions:    5603/  10000 (56.03%), best:    5752/10000 (57.52%), error:     13497.37012, best error:     12569.43750 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 855.6156005859s, input_fired_time: 8.0144281387, output_fired_time: 6.2988905907, propagate_forward_time: 306.7506408691, propagate_backward_time: 524.1345214844, weight_update_time: 0.9679934978, other_time: 10.4171142578
epoch time: 64.1010818481s, input_fired_time: 0.9009664655, output_fired_time: 0.0000000000, propagate_forward_time: 61.3507003784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8494148254
validation[          , genome  6276] predictions:    5652/  10000 (56.52%), best:    5752/10000 (57.52%), error:     12998.52832, best error:     12569.43750 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 855.3350830078s, input_fired_time: 8.0744113922, output_fired_time: 6.2739434242, propagate_forward_time: 306.9491577148, propagate_backward_time: 523.6690673828, weight_update_time: 0.9694475532, other_time: 10.3685302734
epoch time: 64.1056213379s, input_fired_time: 0.9065921903, output_fired_time: 0.0000000000, propagate_forward_time: 61.3660888672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8329391479
validation[          , genome  6276] predictions:    5777/  10000 (57.77%), best:    5752/10000 (57.52%), error:     12690.41504, best error:     12569.43750 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 854.2089233398s, input_fired_time: 8.0263471603, output_fired_time: 6.2494311333, propagate_forward_time: 306.6259460449, propagate_backward_time: 522.9732055664, weight_update_time: 0.9660190344, other_time: 10.3339233398
epoch time: 64.2911376953s, input_fired_time: 0.9116446972, output_fired_time: 0.0000000000, propagate_forward_time: 61.5013122559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8781814575
validation[          , genome  6276] predictions:    5806/  10000 (58.06%), best:    5806/10000 (58.06%), error:     12505.18066, best error:     12505.18066 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 855.5097045898s, input_fired_time: 8.0597229004, output_fired_time: 6.2589826584, propagate_forward_time: 306.9337768555, propagate_backward_time: 523.8613281250, weight_update_time: 0.9696428776, other_time: 10.3958740234
epoch time: 64.5549087524s, input_fired_time: 0.9179376364, output_fired_time: 0.0000000000, propagate_forward_time: 61.7289695740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9080009460
validation[          , genome  6276] predictions:    5483/  10000 (54.83%), best:    5806/10000 (58.06%), error:     13717.42969, best error:     12505.18066 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 856.5605468750s, input_fired_time: 8.0808620453, output_fired_time: 6.3000397682, propagate_forward_time: 307.5480957031, propagate_backward_time: 524.2137451172, weight_update_time: 0.9739521146, other_time: 10.4177856445
epoch time: 64.1903839111s, input_fired_time: 0.9177830219, output_fired_time: 0.0000000000, propagate_forward_time: 61.4080924988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8645095825
validation[          , genome  6276] predictions:    5678/  10000 (56.78%), best:    5806/10000 (58.06%), error:     12975.49219, best error:     12505.18066 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 855.7984008789s, input_fired_time: 8.1028337479, output_fired_time: 6.2835221291, propagate_forward_time: 307.0992736816, propagate_backward_time: 523.8936767578, weight_update_time: 0.9674951434, other_time: 10.4190673828
epoch time: 64.4228363037s, input_fired_time: 0.9282820225, output_fired_time: 0.0000000000, propagate_forward_time: 61.6528244019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8417282104
validation[          , genome  6276] predictions:    5831/  10000 (58.31%), best:    5806/10000 (58.06%), error:     12543.43750, best error:     12505.18066 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 856.4044799805s, input_fired_time: 8.1888484955, output_fired_time: 6.2621850967, propagate_forward_time: 307.4851684570, propagate_backward_time: 524.0423583984, weight_update_time: 0.9672121406, other_time: 10.4259033203
epoch time: 64.1927719116s, input_fired_time: 0.9208691716, output_fired_time: 0.0000000000, propagate_forward_time: 61.4270286560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8448753357
validation[          , genome  6276] predictions:    5803/  10000 (58.03%), best:    5803/10000 (58.03%), error:     12235.16797, best error:     12235.16797 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 856.9545898438s, input_fired_time: 8.1704092026, output_fired_time: 6.3196372986, propagate_forward_time: 307.5850524902, propagate_backward_time: 524.4459838867, weight_update_time: 0.9725780487, other_time: 10.4335327148
epoch time: 65.3529739380s, input_fired_time: 0.9671564698, output_fired_time: 0.0000000000, propagate_forward_time: 62.4070281982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9787902832
validation[          , genome  6276] predictions:    5760/  10000 (57.60%), best:    5803/10000 (58.03%), error:     12466.68457, best error:     12235.16797 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 859.7551879883s, input_fired_time: 8.1846141815, output_fired_time: 6.3200922012, propagate_forward_time: 308.9562988281, propagate_backward_time: 525.8320922852, weight_update_time: 0.9780920148, other_time: 10.4620971680
epoch time: 64.6981277466s, input_fired_time: 0.9536475539, output_fired_time: 0.0000000000, propagate_forward_time: 61.8219985962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9224815369
validation[          , genome  6276] predictions:    5858/  10000 (58.58%), best:    5803/10000 (58.03%), error:     12397.50586, best error:     12235.16797 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 857.6608886719s, input_fired_time: 8.2037191391, output_fired_time: 6.3494281769, propagate_forward_time: 307.4853210449, propagate_backward_time: 525.0964965820, weight_update_time: 1.0100712776, other_time: 10.5259399414
epoch time: 64.7345504761s, input_fired_time: 0.9353855252, output_fired_time: 0.0000000000, propagate_forward_time: 61.8337364197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9654273987
validation[          , genome  6276] predictions:    5779/  10000 (57.79%), best:    5803/10000 (58.03%), error:     12969.21582, best error:     12235.16797 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 856.2483520508s, input_fired_time: 8.1520719528, output_fired_time: 6.2627291679, propagate_forward_time: 307.3415222168, propagate_backward_time: 524.0718994141, weight_update_time: 0.9769442677, other_time: 10.4200439453
epoch time: 254.9764404297s, input_fired_time: 0.9405994415, output_fired_time: 0.0000000000, propagate_forward_time: 252.1403350830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8955078125
validation[          , genome  6276] predictions:    5862/  10000 (58.62%), best:    5803/10000 (58.03%), error:     12414.92188, best error:     12235.16797 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 961.5522460938s, input_fired_time: 8.2255802155, output_fired_time: 6.3482751846, propagate_forward_time: 410.1717529297, propagate_backward_time: 526.1985473633, weight_update_time: 0.9753466249, other_time: 10.6080932617
epoch time: 64.3583374023s, input_fired_time: 0.9343160987, output_fired_time: 0.0000000000, propagate_forward_time: 61.5693359375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8546867371
validation[          , genome  6276] predictions:    5789/  10000 (57.89%), best:    5803/10000 (58.03%), error:     12702.47656, best error:     12235.16797 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1094.9902343750s, input_fired_time: 8.2094860077, output_fired_time: 6.3611617088, propagate_forward_time: 543.2770385742, propagate_backward_time: 526.5446777344, weight_update_time: 0.9782255888, other_time: 10.5978393555
epoch time: 64.2002792358s, input_fired_time: 0.9371306300, output_fired_time: 0.0000000000, propagate_forward_time: 61.4088745117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8542747498
validation[          , genome  6276] predictions:    5815/  10000 (58.15%), best:    5803/10000 (58.03%), error:     12366.67090, best error:     12235.16797 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 857.2435302734s, input_fired_time: 8.2065057755, output_fired_time: 6.3618512154, propagate_forward_time: 307.6474304199, propagate_backward_time: 524.5463256836, weight_update_time: 0.9716736674, other_time: 10.4813842773
epoch time: 64.0260238647s, input_fired_time: 0.9257190228, output_fired_time: 0.0000000000, propagate_forward_time: 61.2584266663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8418769836
validation[          , genome  6276] predictions:    5875/  10000 (58.75%), best:    5803/10000 (58.03%), error:     12487.68555, best error:     12235.16797 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 855.2469482422s, input_fired_time: 8.1682853699, output_fired_time: 6.2867889404, propagate_forward_time: 306.7112426758, propagate_backward_time: 523.6690063477, weight_update_time: 0.9679008722, other_time: 10.4116210938
epoch time: 63.9806404114s, input_fired_time: 0.9233998060, output_fired_time: 0.0000000000, propagate_forward_time: 61.2231864929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8340530396
validation[          , genome  6276] predictions:    5852/  10000 (58.52%), best:    5803/10000 (58.03%), error:     12564.50098, best error:     12235.16797 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 857.0336914063s, input_fired_time: 8.2406597137, output_fired_time: 6.2785067558, propagate_forward_time: 307.6887512207, propagate_backward_time: 524.3840942383, weight_update_time: 0.9855030775, other_time: 10.4417114258
epoch time: 64.1077117920s, input_fired_time: 0.9360860586, output_fired_time: 0.0000000000, propagate_forward_time: 61.3305969238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8410301208
validation[          , genome  6276] predictions:    5947/  10000 (59.47%), best:    5947/10000 (59.47%), error:     11977.11523, best error:     11977.11523 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 855.3711547852s, input_fired_time: 8.3099479675, output_fired_time: 6.3173217773, propagate_forward_time: 306.8666992188, propagate_backward_time: 523.4666137695, weight_update_time: 0.9680601358, other_time: 10.4105834961
epoch time: 64.5207061768s, input_fired_time: 0.9363169670, output_fired_time: 0.0000000000, propagate_forward_time: 61.6979103088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8864784241
validation[          , genome  6276] predictions:    5973/  10000 (59.73%), best:    5947/10000 (59.47%), error:     11999.10938, best error:     11977.11523 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 855.9874877930s, input_fired_time: 8.2162485123, output_fired_time: 6.3224306107, propagate_forward_time: 307.3018493652, propagate_backward_time: 523.7617797852, weight_update_time: 0.9681061506, other_time: 10.3851928711
epoch time: 64.1216354370s, input_fired_time: 0.9339166880, output_fired_time: 0.0000000000, propagate_forward_time: 61.3550148010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8327026367
validation[          , genome  6276] predictions:    5989/  10000 (59.89%), best:    5989/10000 (59.89%), error:     11871.27246, best error:     11871.27246 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1102.6125488281s, input_fired_time: 8.2051954269, output_fired_time: 6.2945380211, propagate_forward_time: 307.7626647949, propagate_backward_time: 769.8660888672, weight_update_time: 0.9690653086, other_time: 10.4840087891
epoch time: 64.0905303955s, input_fired_time: 0.9307374358, output_fired_time: 0.0000000000, propagate_forward_time: 61.3221206665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8376731873
validation[          , genome  6276] predictions:    5788/  10000 (57.88%), best:    5989/10000 (59.89%), error:     12671.46973, best error:     11871.27246 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 858.5509033203s, input_fired_time: 8.3020687103, output_fired_time: 6.3177118301, propagate_forward_time: 308.1262207031, propagate_backward_time: 525.3065185547, weight_update_time: 0.9754920602, other_time: 10.4984130859
epoch time: 64.4043960571s, input_fired_time: 0.9529289603, output_fired_time: 0.0000000000, propagate_forward_time: 61.5875244141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8639411926
validation[          , genome  6276] predictions:    5995/  10000 (59.95%), best:    5995/10000 (59.95%), error:     11779.53906, best error:     11779.53906 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 858.7003173828s, input_fired_time: 8.2934303284, output_fired_time: 6.3365898132, propagate_forward_time: 308.1035156250, propagate_backward_time: 525.4334106445, weight_update_time: 0.9721253514, other_time: 10.5333251953
epoch time: 65.6483459473s, input_fired_time: 0.9780260324, output_fired_time: 0.0000000000, propagate_forward_time: 62.6754150391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9949035645
validation[          , genome  6276] predictions:    6000/  10000 (60.00%), best:    5995/10000 (59.95%), error:     11822.46680, best error:     11779.53906 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 858.8699951172s, input_fired_time: 8.2673320770, output_fired_time: 6.3742032051, propagate_forward_time: 307.6637268066, propagate_backward_time: 525.9898071289, weight_update_time: 0.9719250202, other_time: 10.5748901367
epoch time: 64.2524719238s, input_fired_time: 0.9431511164, output_fired_time: 0.0000000000, propagate_forward_time: 61.4734420776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8358802795
validation[          , genome  6276] predictions:    5948/  10000 (59.48%), best:    5995/10000 (59.95%), error:     12174.62598, best error:     11779.53906 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 862.3298950195s, input_fired_time: 8.3652839661, output_fired_time: 6.3278193474, propagate_forward_time: 309.3952941895, propagate_backward_time: 527.6825561523, weight_update_time: 0.9785342813, other_time: 10.5588989258
epoch time: 65.6227264404s, input_fired_time: 0.9829045534, output_fired_time: 0.0000000000, propagate_forward_time: 62.7193565369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9204673767
validation[          , genome  6276] predictions:    5955/  10000 (59.55%), best:    5995/10000 (59.95%), error:     12286.85742, best error:     11779.53906 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1069.3879394531s, input_fired_time: 8.5522747040, output_fired_time: 6.4171319008, propagate_forward_time: 313.1783752441, propagate_backward_time: 730.5292968750, weight_update_time: 0.9836886525, other_time: 10.7109375000
epoch time: 65.4396743774s, input_fired_time: 0.9779286981, output_fired_time: 0.0000000000, propagate_forward_time: 62.5759544373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8857917786
validation[          , genome  6276] predictions:    5892/  10000 (58.92%), best:    5995/10000 (59.95%), error:     12338.46484, best error:     11779.53906 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 870.2647705078s, input_fired_time: 8.4665393829, output_fired_time: 6.3997468948, propagate_forward_time: 312.1776428223, propagate_backward_time: 532.4566040039, weight_update_time: 0.9985011220, other_time: 10.7642211914
epoch time: 65.5245437622s, input_fired_time: 0.9757337570, output_fired_time: 0.0000000000, propagate_forward_time: 62.6297378540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9190750122
validation[          , genome  6276] predictions:    5902/  10000 (59.02%), best:    5995/10000 (59.95%), error:     12123.24805, best error:     11779.53906 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 870.0772705078s, input_fired_time: 8.4609012604, output_fired_time: 6.3739705086, propagate_forward_time: 312.1183166504, propagate_backward_time: 532.4260253906, weight_update_time: 0.9974901080, other_time: 10.6981201172
epoch time: 65.2514038086s, input_fired_time: 0.9640653729, output_fired_time: 0.0000000000, propagate_forward_time: 62.3881912231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8991470337
validation[          , genome  6276] predictions:    6037/  10000 (60.37%), best:    6037/10000 (60.37%), error:     11741.98730, best error:     11741.98730 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 870.3518066406s, input_fired_time: 8.4796819687, output_fired_time: 6.3903288841, propagate_forward_time: 312.1740112305, propagate_backward_time: 532.5387573242, weight_update_time: 0.9855688810, other_time: 10.7690429688
epoch time: 65.2851028442s, input_fired_time: 0.9685618281, output_fired_time: 0.0000000000, propagate_forward_time: 62.4307785034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8857650757
validation[          , genome  6276] predictions:    5885/  10000 (58.85%), best:    6037/10000 (60.37%), error:     12185.91602, best error:     11741.98730 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1171.0469970703s, input_fired_time: 8.5262699127, output_fired_time: 6.4173803329, propagate_forward_time: 312.6540527344, propagate_backward_time: 832.6567993164, weight_update_time: 0.9852380753, other_time: 10.7925415039
epoch time: 65.1092529297s, input_fired_time: 0.9774611592, output_fired_time: 0.0000000000, propagate_forward_time: 62.2065505981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9252395630
validation[          , genome  6276] predictions:    6042/  10000 (60.42%), best:    6037/10000 (60.37%), error:     11915.84961, best error:     11741.98730 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 871.1881103516s, input_fired_time: 8.5785503387, output_fired_time: 6.3706946373, propagate_forward_time: 312.6809082031, propagate_backward_time: 532.8848876953, weight_update_time: 0.9822364450, other_time: 10.6730957031
epoch time: 65.2998428345s, input_fired_time: 0.9741957188, output_fired_time: 0.0000000000, propagate_forward_time: 62.4091377258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9165077209
validation[          , genome  6276] predictions:    5892/  10000 (58.92%), best:    6037/10000 (60.37%), error:     12371.70313, best error:     11741.98730 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1594.2554931641s, input_fired_time: 8.4786939621, output_fired_time: 6.3984975815, propagate_forward_time: 311.5124206543, propagate_backward_time: 1257.2178955078, weight_update_time: 0.9793224931, other_time: 10.6480712891
epoch time: 65.0478744507s, input_fired_time: 0.9783149362, output_fired_time: 0.0000000000, propagate_forward_time: 62.1660499573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9035072327
validation[          , genome  6276] predictions:    6047/  10000 (60.47%), best:    6037/10000 (60.37%), error:     11832.66504, best error:     11741.98730 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 999.1611328125s, input_fired_time: 8.5600929260, output_fired_time: 6.3611068726, propagate_forward_time: 312.6513366699, propagate_backward_time: 660.9732055664, weight_update_time: 0.9771347642, other_time: 10.6154174805
epoch time: 65.0886993408s, input_fired_time: 0.9743809104, output_fired_time: 0.0000000000, propagate_forward_time: 62.2017097473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9126091003
validation[          , genome  6276] predictions:    6035/  10000 (60.35%), best:    6037/10000 (60.37%), error:     11952.61816, best error:     11741.98730 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 866.9154663086s, input_fired_time: 8.4955968857, output_fired_time: 6.3553524017, propagate_forward_time: 310.8804626465, propagate_backward_time: 530.5753784180, weight_update_time: 0.9790687561, other_time: 10.6087036133
epoch time: 64.9521865845s, input_fired_time: 0.9654722214, output_fired_time: 0.0000000000, propagate_forward_time: 62.0927162170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8939971924
validation[          , genome  6276] predictions:    5989/  10000 (59.89%), best:    6037/10000 (60.37%), error:     12008.06836, best error:     11741.98730 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 867.4546508789s, input_fired_time: 8.4792814255, output_fired_time: 6.3757019043, propagate_forward_time: 311.1565246582, propagate_backward_time: 530.8586425781, weight_update_time: 0.9808540940, other_time: 10.5844726563
epoch time: 65.2100372314s, input_fired_time: 0.9689594507, output_fired_time: 0.0000000000, propagate_forward_time: 62.3460655212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8950157166
validation[          , genome  6276] predictions:    5915/  10000 (59.15%), best:    6037/10000 (60.37%), error:     12140.86621, best error:     11741.98730 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 867.3208618164s, input_fired_time: 8.4689855576, output_fired_time: 6.3774561882, propagate_forward_time: 311.2371215820, propagate_backward_time: 530.5797119141, weight_update_time: 1.0114986897, other_time: 10.6575927734
epoch time: 65.2649230957s, input_fired_time: 0.9713182449, output_fired_time: 0.0000000000, propagate_forward_time: 62.4104728699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8831291199
validation[          , genome  6276] predictions:    6051/  10000 (60.51%), best:    6037/10000 (60.37%), error:     12034.64941, best error:     11741.98730 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 870.4943847656s, input_fired_time: 8.5483474731, output_fired_time: 6.4756126404, propagate_forward_time: 312.1193847656, propagate_backward_time: 532.5396728516, weight_update_time: 0.9863700271, other_time: 10.8114013672
epoch time: 65.1543807983s, input_fired_time: 0.9921950698, output_fired_time: 0.0000000000, propagate_forward_time: 62.2839241028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8782615662
validation[          , genome  6276] predictions:    6000/  10000 (60.00%), best:    6037/10000 (60.37%), error:     11925.21484, best error:     11741.98730 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 873.0916748047s, input_fired_time: 8.5887174606, output_fired_time: 6.4406976700, propagate_forward_time: 313.1580200195, propagate_backward_time: 534.1324462891, weight_update_time: 0.9919679165, other_time: 10.7717895508
epoch time: 65.4192962646s, input_fired_time: 0.9871209264, output_fired_time: 0.0000000000, propagate_forward_time: 62.5187873840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9133872986
validation[          , genome  6276] predictions:    6063/  10000 (60.63%), best:    6037/10000 (60.37%), error:     11759.29688, best error:     11741.98730 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1248.1697998047s, input_fired_time: 8.5868816376, output_fired_time: 6.4569482803, propagate_forward_time: 313.5720520020, propagate_backward_time: 908.8035278320, weight_update_time: 0.9915981293, other_time: 10.7504272461
epoch time: 65.2986373901s, input_fired_time: 0.9856289625, output_fired_time: 0.0000000000, propagate_forward_time: 62.4293136597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8836975098
validation[          , genome  6276] predictions:    6065/  10000 (60.65%), best:    6037/10000 (60.37%), error:     11766.85645, best error:     11741.98730 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 871.7825927734s, input_fired_time: 8.5711412430, output_fired_time: 6.4229946136, propagate_forward_time: 312.5816650391, propagate_backward_time: 533.5841064453, weight_update_time: 0.9865654111, other_time: 10.6226806641
epoch time: 65.3018264771s, input_fired_time: 0.9900168180, output_fired_time: 0.0000000000, propagate_forward_time: 62.3756408691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9361724854
validation[          , genome  6276] predictions:    6089/  10000 (60.89%), best:    6089/10000 (60.89%), error:     11638.79785, best error:     11638.79785 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 873.6725463867s, input_fired_time: 8.6289720535, output_fired_time: 6.4822916985, propagate_forward_time: 313.6343688965, propagate_backward_time: 534.0443725586, weight_update_time: 0.9920611382, other_time: 10.8825073242
epoch time: 65.7794113159s, input_fired_time: 1.0364868641, output_fired_time: 0.0000000000, propagate_forward_time: 62.8010330200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9418945313
validation[          , genome  6276] predictions:    6050/  10000 (60.50%), best:    6050/10000 (60.50%), error:     11574.57324, best error:     11574.57324 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 895.2517700195s, input_fired_time: 8.6635951996, output_fired_time: 6.5378613472, propagate_forward_time: 314.4710998535, propagate_backward_time: 554.6594848633, weight_update_time: 0.9950974584, other_time: 10.9197387695
epoch time: 65.7196350098s, input_fired_time: 1.0051521063, output_fired_time: 0.0000000000, propagate_forward_time: 62.7841567993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9303283691
validation[          , genome  6276] predictions:    6110/  10000 (61.10%), best:    6110/10000 (61.10%), error:     11555.11133, best error:     11555.11133 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 875.6074829102s, input_fired_time: 8.6897439957, output_fired_time: 6.4427995682, propagate_forward_time: 314.2634582520, propagate_backward_time: 535.3182373047, weight_update_time: 0.9982602596, other_time: 10.8931884766
epoch time: 64.7688522339s, input_fired_time: 0.9918404222, output_fired_time: 0.0000000000, propagate_forward_time: 61.8415412903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9354705811
validation[          , genome  6276] predictions:    6047/  10000 (60.47%), best:    6110/10000 (61.10%), error:     11673.77344, best error:     11555.11133 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 870.0330810547s, input_fired_time: 8.6721172333, output_fired_time: 6.4146094322, propagate_forward_time: 312.1841430664, propagate_backward_time: 531.8579101563, weight_update_time: 0.9939537644, other_time: 10.9042968750
epoch time: 65.3255691528s, input_fired_time: 0.9969404340, output_fired_time: 0.0000000000, propagate_forward_time: 62.3105201721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0181083679
validation[          , genome  6276] predictions:    6044/  10000 (60.44%), best:    6110/10000 (61.10%), error:     11786.74219, best error:     11555.11133 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 871.6443481445s, input_fired_time: 8.6727762222, output_fired_time: 6.4589982033, propagate_forward_time: 312.5475158691, propagate_backward_time: 532.9243164063, weight_update_time: 0.9969183207, other_time: 11.0407714844
epoch time: 65.1028366089s, input_fired_time: 1.0015031099, output_fired_time: 0.0000000000, propagate_forward_time: 62.1206436157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9806900024
validation[          , genome  6276] predictions:    6002/  10000 (60.02%), best:    6110/10000 (61.10%), error:     11921.90625, best error:     11555.11133 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 873.1408691406s, input_fired_time: 8.7047681808, output_fired_time: 6.4853157997, propagate_forward_time: 313.5994873047, propagate_backward_time: 533.2708740234, weight_update_time: 0.9982529879, other_time: 11.0804443359
epoch time: 66.5220413208s, input_fired_time: 1.0379686356, output_fired_time: 0.0000000000, propagate_forward_time: 63.5452690125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9388008118
validation[          , genome  6276] predictions:    6037/  10000 (60.37%), best:    6110/10000 (61.10%), error:     11793.10645, best error:     11555.11133 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 874.3533935547s, input_fired_time: 8.6885881424, output_fired_time: 6.4873113632, propagate_forward_time: 313.4206237793, propagate_backward_time: 534.8327026367, weight_update_time: 0.9884293079, other_time: 10.9241333008
epoch time: 65.3068008423s, input_fired_time: 0.9982684851, output_fired_time: 0.0000000000, propagate_forward_time: 62.3903579712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9181747437
validation[          , genome  6276] predictions:    6068/  10000 (60.68%), best:    6110/10000 (61.10%), error:     11674.38281, best error:     11555.11133 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 896.6744995117s, input_fired_time: 8.9066276550, output_fired_time: 6.5048394203, propagate_forward_time: 321.9137268066, propagate_backward_time: 548.1068725586, weight_update_time: 1.0242769718, other_time: 11.2424926758
epoch time: 65.7086410522s, input_fired_time: 0.9966996908, output_fired_time: 0.0000000000, propagate_forward_time: 62.8218231201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8901214600
validation[          , genome  6276] predictions:    6033/  10000 (60.33%), best:    6110/10000 (61.10%), error:     11811.79004, best error:     11555.11133 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1488.2512207031s, input_fired_time: 8.7299985886, output_fired_time: 6.4781012535, propagate_forward_time: 313.6849975586, propagate_backward_time: 1148.4837646484, weight_update_time: 1.0011553764, other_time: 10.8743896484
epoch time: 65.5875549316s, input_fired_time: 1.0089726448, output_fired_time: 0.0000000000, propagate_forward_time: 62.5014381409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0771446228
validation[          , genome  6276] predictions:    6040/  10000 (60.40%), best:    6110/10000 (61.10%), error:     11775.17383, best error:     11555.11133 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 883.5930786133s, input_fired_time: 8.7821950912, output_fired_time: 6.5467753410, propagate_forward_time: 316.6972656250, propagate_backward_time: 540.5715332031, weight_update_time: 1.0024296045, other_time: 10.9953613281
epoch time: 65.4769287109s, input_fired_time: 1.0039461851, output_fired_time: 0.0000000000, propagate_forward_time: 62.5531959534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9197883606
validation[          , genome  6276] predictions:    6078/  10000 (60.78%), best:    6110/10000 (61.10%), error:     11640.87109, best error:     11555.11133 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 871.2044677734s, input_fired_time: 8.6641244888, output_fired_time: 6.3908877373, propagate_forward_time: 312.2395935059, propagate_backward_time: 533.1488037109, weight_update_time: 0.9893267155, other_time: 10.7611083984
epoch time: 65.3515167236s, input_fired_time: 1.0070159435, output_fired_time: 0.0000000000, propagate_forward_time: 62.4455604553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8989372253
validation[          , genome  6276] predictions:    6028/  10000 (60.28%), best:    6110/10000 (61.10%), error:     11789.81348, best error:     11555.11133 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 870.9790039063s, input_fired_time: 8.6418523788, output_fired_time: 6.4339246750, propagate_forward_time: 312.2087097168, propagate_backward_time: 532.7763671875, weight_update_time: 0.9950211644, other_time: 10.9182128906
epoch time: 66.1449737549s, input_fired_time: 1.0233027935, output_fired_time: 0.0000000000, propagate_forward_time: 63.1313934326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9902801514
validation[          , genome  6276] predictions:    6102/  10000 (61.02%), best:    6110/10000 (61.10%), error:     11644.30957, best error:     11555.11133 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1354.4180908203s, input_fired_time: 8.7855548859, output_fired_time: 6.4627571106, propagate_forward_time: 567.0860595703, propagate_backward_time: 761.0727539063, weight_update_time: 0.9919429421, other_time: 11.0109863281
epoch time: 66.2362136841s, input_fired_time: 1.0577571392, output_fired_time: 0.0000000000, propagate_forward_time: 63.2061500549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9723091125
validation[          , genome  6276] predictions:    6136/  10000 (61.36%), best:    6136/10000 (61.36%), error:     11432.37012, best error:     11432.37012 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 878.7774658203s, input_fired_time: 8.8018350601, output_fired_time: 6.5042467117, propagate_forward_time: 315.1071166992, propagate_backward_time: 537.3485717773, weight_update_time: 1.0224590302, other_time: 11.0156860352
epoch time: 65.5336837769s, input_fired_time: 1.0049858093, output_fired_time: 0.0000000000, propagate_forward_time: 62.6266021729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9020996094
validation[          , genome  6276] predictions:    6157/  10000 (61.57%), best:    6136/10000 (61.36%), error:     11529.61328, best error:     11432.37012 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 870.7354125977s, input_fired_time: 8.6183967590, output_fired_time: 6.4345498085, propagate_forward_time: 312.2276916504, propagate_backward_time: 532.7045288086, weight_update_time: 0.9934077263, other_time: 10.7501831055
epoch time: 65.4452514648s, input_fired_time: 1.0136532784, output_fired_time: 0.0000000000, propagate_forward_time: 62.5211448669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9104499817
validation[          , genome  6276] predictions:    6118/  10000 (61.18%), best:    6136/10000 (61.36%), error:     11531.93848, best error:     11432.37012 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 869.9567260742s, input_fired_time: 8.6622161865, output_fired_time: 6.4170303345, propagate_forward_time: 311.9881896973, propagate_backward_time: 532.0927734375, weight_update_time: 0.9894224405, other_time: 10.7965087891
epoch time: 66.1449432373s, input_fired_time: 1.0135692358, output_fired_time: 0.0000000000, propagate_forward_time: 63.1954460144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9359245300
validation[          , genome  6276] predictions:    6134/  10000 (61.34%), best:    6136/10000 (61.36%), error:     11482.68945, best error:     11432.37012 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 877.9563598633s, input_fired_time: 8.7379589081, output_fired_time: 6.5014410019, propagate_forward_time: 314.9717712402, propagate_backward_time: 536.7145385742, weight_update_time: 1.0084571838, other_time: 11.0305786133
epoch time: 1074.3314208984s, input_fired_time: 1.0691279173, output_fired_time: 0.0000000000, propagate_forward_time: 1071.2045898438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0577392578
validation[          , genome  6276] predictions:    6153/  10000 (61.53%), best:    6136/10000 (61.36%), error:     11462.34082, best error:     11432.37012 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1791.9433593750s, input_fired_time: 8.7707138062, output_fired_time: 6.4284300804, propagate_forward_time: 490.5993652344, propagate_backward_time: 1275.2995605469, weight_update_time: 0.9961869121, other_time: 10.8452148438
epoch time: 65.6010818481s, input_fired_time: 1.0140882730, output_fired_time: 0.0000000000, propagate_forward_time: 62.6848564148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9021339417
validation[          , genome  6276] predictions:    6125/  10000 (61.25%), best:    6136/10000 (61.36%), error:     11564.91309, best error:     11432.37012 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 872.6644287109s, input_fired_time: 8.6614789963, output_fired_time: 6.4326772690, propagate_forward_time: 313.0783691406, propagate_backward_time: 533.7355346680, weight_update_time: 0.9856324792, other_time: 10.7563476563
epoch time: 65.8371963501s, input_fired_time: 1.0108770132, output_fired_time: 0.0000000000, propagate_forward_time: 62.8729362488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9533805847
validation[          , genome  6276] predictions:    6132/  10000 (61.32%), best:    6136/10000 (61.36%), error:     11512.08887, best error:     11432.37012 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 875.2970581055s, input_fired_time: 8.7433986664, output_fired_time: 6.4833106995, propagate_forward_time: 314.0075683594, propagate_backward_time: 535.1851806641, weight_update_time: 0.9949663281, other_time: 10.8775634766
epoch time: 66.0983047485s, input_fired_time: 1.0303925276, output_fired_time: 0.0000000000, propagate_forward_time: 62.9893226624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0785865784
validation[          , genome  6276] predictions:    6103/  10000 (61.03%), best:    6136/10000 (61.36%), error:     11644.64453, best error:     11432.37012 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 875.8281250000s, input_fired_time: 8.7531080246, output_fired_time: 6.4912414551, propagate_forward_time: 314.2957153320, propagate_backward_time: 535.2173461914, weight_update_time: 1.0017638206, other_time: 11.0706787109
epoch time: 65.8494720459s, input_fired_time: 1.0301852226, output_fired_time: 0.0000000000, propagate_forward_time: 62.8235321045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9957580566
validation[          , genome  6276] predictions:    6113/  10000 (61.13%), best:    6136/10000 (61.36%), error:     11549.69727, best error:     11432.37012 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 877.1419677734s, input_fired_time: 8.9080018997, output_fired_time: 6.4645929337, propagate_forward_time: 314.2337341309, propagate_backward_time: 536.4211425781, weight_update_time: 0.9928773046, other_time: 11.1145019531
epoch time: 65.5723037720s, input_fired_time: 1.0251717567, output_fired_time: 0.0000000000, propagate_forward_time: 62.5575447083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9895896912
validation[          , genome  6276] predictions:    6116/  10000 (61.16%), best:    6136/10000 (61.36%), error:     11536.08887, best error:     11432.37012 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 873.4661865234s, input_fired_time: 8.7320690155, output_fired_time: 6.4446792603, propagate_forward_time: 313.4633483887, propagate_backward_time: 534.0120849609, weight_update_time: 0.9956536889, other_time: 10.8139648438
epoch time: 65.4521408081s, input_fired_time: 1.0203608274, output_fired_time: 0.0000000000, propagate_forward_time: 62.5075798035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9241981506
validation[          , genome  6276] predictions:    6149/  10000 (61.49%), best:    6136/10000 (61.36%), error:     11570.43945, best error:     11432.37012 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 975.1035766602s, input_fired_time: 8.8000202179, output_fired_time: 6.4914965630, propagate_forward_time: 314.0800781250, propagate_backward_time: 634.7527465820, weight_update_time: 0.9993152022, other_time: 10.9791870117
epoch time: 66.0571441650s, input_fired_time: 1.0240162611, output_fired_time: 0.0000000000, propagate_forward_time: 63.0924873352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9406394958
validation[          , genome  6276] predictions:    6169/  10000 (61.69%), best:    6169/10000 (61.69%), error:     11415.99512, best error:     11415.99512 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 912.2728881836s, input_fired_time: 8.7670831680, output_fired_time: 6.4806137085, propagate_forward_time: 314.5811462402, propagate_backward_time: 571.5945434570, weight_update_time: 0.9943251014, other_time: 10.8495483398
epoch time: 65.8093566895s, input_fired_time: 1.0384432077, output_fired_time: 0.0000000000, propagate_forward_time: 62.8600769043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108352661
validation[          , genome  6276] predictions:    6159/  10000 (61.59%), best:    6169/10000 (61.69%), error:     11508.01953, best error:     11415.99512 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 874.8705444336s, input_fired_time: 8.7638330460, output_fired_time: 6.4857063293, propagate_forward_time: 313.9478149414, propagate_backward_time: 534.7054443359, weight_update_time: 1.0237960815, other_time: 10.9677124023
epoch time: 65.6317520142s, input_fired_time: 1.0204341412, output_fired_time: 0.0000000000, propagate_forward_time: 62.7027320862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9085884094
validation[          , genome  6276] predictions:    6151/  10000 (61.51%), best:    6169/10000 (61.69%), error:     11485.38672, best error:     11415.99512 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 3475.9194335938s, input_fired_time: 8.7094440460, output_fired_time: 6.4575157166, propagate_forward_time: 2916.6086425781, propagate_backward_time: 533.2377929688, weight_update_time: 0.9924036264, other_time: 10.9060058594
epoch time: 66.0172805786s, input_fired_time: 1.0205901861, output_fired_time: 0.0000000000, propagate_forward_time: 63.0501213074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9465675354
validation[          , genome  6276] predictions:    6166/  10000 (61.66%), best:    6169/10000 (61.69%), error:     11452.00977, best error:     11415.99512 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1761.5249023438s, input_fired_time: 8.7879667282, output_fired_time: 6.5203375816, propagate_forward_time: 1197.3564453125, propagate_backward_time: 537.4893798828, weight_update_time: 1.0160894394, other_time: 11.3707275391
epoch time: 65.9755325317s, input_fired_time: 1.0397820473, output_fired_time: 0.0000000000, propagate_forward_time: 62.9895133972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9462394714
validation[          , genome  6276] predictions:    6190/  10000 (61.90%), best:    6169/10000 (61.69%), error:     11445.25684, best error:     11415.99512 on epoch:    96, 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: 329.7140197754s, input_fired_time: 5.1955585480, output_fired_time: 0.0000000000, propagate_forward_time: 314.4832153320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.0352478027
best training[          , genome  6276] predictions:   40110/  50000 (80.22%), best:    6169/10000 (61.69%), error:     30656.26758, best error:     11415.99512 on epoch:    96, 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: 66.0580902100s, input_fired_time: 1.0558302402, output_fired_time: 0.0000000000, propagate_forward_time: 62.9655914307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0366668701
   testing[          , genome  6276] predictions:    6169/  10000 (61.69%), best:    6169/10000 (61.69%), error:     11415.99512, best error:     11415.99512 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:44:35 (9156): called boinc_finish(0)

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