Nameexact_genome_1512185335_36_9599_1
Workunit2566329
Created5 Dec 2017, 22:47:05 UTC
Sent5 Dec 2017, 23:02:19 UTC
Report deadline25 Dec 2017, 6:04:47 UTC
Received7 Dec 2017, 15:12:44 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time10 hours 0 min 55 sec
CPU time10 hours 0 min 29 sec
Validate stateValid
Credit4,823.35
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size157.87 MB
Peak swap size159.09 MB
Peak disk usage1.98 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 25.7539272308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9166793823
validation[          , genome  9599] predictions:    9800/  10000 (98.00%), best:    9829/10000 (98.29%), error:       626.01038, best error:       600.82294 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 332.8658142090s, input_fired_time: 4.0500545502, output_fired_time: 3.1025755405, propagate_forward_time: 127.4122619629, propagate_backward_time: 193.2360839844, weight_update_time: 0.3197444975, other_time: 5.0648498535
epoch time: 26.2503204346s, input_fired_time: 0.4339780509, output_fired_time: 0.0000000000, propagate_forward_time: 24.9216861725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8946571350
validation[          , genome  9599] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       580.19733, best error:       580.19733 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 334.1341247559s, input_fired_time: 4.0686969757, output_fired_time: 3.1159517765, propagate_forward_time: 127.8279800415, propagate_backward_time: 194.0020446777, weight_update_time: 0.3310196102, other_time: 5.1194458008
epoch time: 27.1316795349s, input_fired_time: 0.4453343451, output_fired_time: 0.0000000000, propagate_forward_time: 25.7642555237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9220905304
validation[          , genome  9599] predictions:    9795/  10000 (97.95%), best:    9812/10000 (98.12%), error:       663.71429, best error:       580.19733 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 334.9800109863s, input_fired_time: 4.0716743469, output_fired_time: 3.1015927792, propagate_forward_time: 128.1354675293, propagate_backward_time: 194.5264282227, weight_update_time: 0.3430669904, other_time: 5.1448364258
epoch time: 27.3467884064s, input_fired_time: 0.4441989362, output_fired_time: 0.0000000000, propagate_forward_time: 25.9689464569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9336433411
validation[          , genome  9599] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       515.12482, best error:       515.12482 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 339.2791137695s, input_fired_time: 4.1006331444, output_fired_time: 3.1242072582, propagate_forward_time: 129.6923980713, propagate_backward_time: 197.1618194580, weight_update_time: 0.3606049418, other_time: 5.2000427246
epoch time: 27.2483749390s, input_fired_time: 0.4468622506, output_fired_time: 0.0000000000, propagate_forward_time: 25.8688125610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9326992035
validation[          , genome  9599] predictions:    9807/  10000 (98.07%), best:    9851/10000 (98.51%), error:       622.77594, best error:       515.12482 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 336.5921936035s, input_fired_time: 4.0782589912, output_fired_time: 3.0942103863, propagate_forward_time: 128.5435943604, propagate_backward_time: 195.6703643799, weight_update_time: 0.3731976151, other_time: 5.2057800293
epoch time: 27.2576427460s, input_fired_time: 0.4435909390, output_fired_time: 0.0000000000, propagate_forward_time: 25.8886928558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9253597260
validation[          , genome  9599] predictions:    9796/  10000 (97.96%), best:    9851/10000 (98.51%), error:       655.91071, best error:       515.12482 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 338.4157714844s, input_fired_time: 4.0937452316, output_fired_time: 3.1218199730, propagate_forward_time: 129.2003936768, propagate_backward_time: 196.7756042480, weight_update_time: 0.3925275505, other_time: 5.2241973877
epoch time: 26.7873058319s, input_fired_time: 0.4394025803, output_fired_time: 0.0000000000, propagate_forward_time: 25.4308376312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9170665741
validation[          , genome  9599] predictions:    9847/  10000 (98.47%), best:    9851/10000 (98.51%), error:       516.06854, best error:       515.12482 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 337.2056274414s, input_fired_time: 4.1053080559, output_fired_time: 3.1255300045, propagate_forward_time: 128.7762908936, propagate_backward_time: 195.9532623291, weight_update_time: 0.4089016914, other_time: 5.2452392578
epoch time: 26.9841518402s, input_fired_time: 0.4449476600, output_fired_time: 0.0000000000, propagate_forward_time: 25.6168327332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9223709106
validation[          , genome  9599] predictions:    9839/  10000 (98.39%), best:    9851/10000 (98.51%), error:       532.14392, best error:       515.12482 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 335.7672424316s, input_fired_time: 4.0816144943, output_fired_time: 3.1196799278, propagate_forward_time: 128.0346069336, propagate_backward_time: 195.3006134033, weight_update_time: 0.4264541864, other_time: 5.2307281494
epoch time: 27.1680831909s, input_fired_time: 0.4471025467, output_fired_time: 0.0000000000, propagate_forward_time: 25.7978687286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9231128693
validation[          , genome  9599] predictions:    9836/  10000 (98.36%), best:    9851/10000 (98.51%), error:       524.83734, best error:       515.12482 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 331.0690307617s, input_fired_time: 4.0419492722, output_fired_time: 3.0554351807, propagate_forward_time: 126.2428588867, propagate_backward_time: 192.4799499512, weight_update_time: 0.4389041066, other_time: 5.2488098145
epoch time: 27.3214988708s, input_fired_time: 0.4455316961, output_fired_time: 0.0000000000, propagate_forward_time: 25.9498081207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9261589050
validation[          , genome  9599] predictions:    9830/  10000 (98.30%), best:    9851/10000 (98.51%), error:       558.57239, best error:       515.12482 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 335.7008056641s, input_fired_time: 4.0708913803, output_fired_time: 3.0830247402, propagate_forward_time: 128.0492858887, propagate_backward_time: 195.2433013916, weight_update_time: 0.4563791752, other_time: 5.2542877197
epoch time: 27.0487632751s, input_fired_time: 0.4522973299, output_fired_time: 0.0000000000, propagate_forward_time: 25.6667671204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9296989441
validation[          , genome  9599] predictions:    9825/  10000 (98.25%), best:    9851/10000 (98.51%), error:       541.13678, best error:       515.12482 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 336.2510375977s, input_fired_time: 4.0829167366, output_fired_time: 3.0938448906, propagate_forward_time: 128.3555755615, propagate_backward_time: 195.4475555420, weight_update_time: 0.4649332464, other_time: 5.2711486816
epoch time: 27.2491264343s, input_fired_time: 0.4494489133, output_fired_time: 0.0000000000, propagate_forward_time: 25.8683719635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9313049316
validation[          , genome  9599] predictions:    9843/  10000 (98.43%), best:    9851/10000 (98.51%), error:       545.10455, best error:       515.12482 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 335.8012390137s, input_fired_time: 4.0808081627, output_fired_time: 3.0945146084, propagate_forward_time: 127.9665451050, propagate_backward_time: 195.3890075684, weight_update_time: 0.4699579775, other_time: 5.2703552246
epoch time: 27.0475864410s, input_fired_time: 0.4481230974, output_fired_time: 0.0000000000, propagate_forward_time: 25.6618328094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9376296997
validation[          , genome  9599] predictions:    9820/  10000 (98.20%), best:    9851/10000 (98.51%), error:       574.49835, best error:       515.12482 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 334.7886962891s, input_fired_time: 4.0700020790, output_fired_time: 3.0663180351, propagate_forward_time: 127.6131896973, propagate_backward_time: 194.7850189209, weight_update_time: 0.4719945788, other_time: 5.2541656494
epoch time: 21.0390357971s, input_fired_time: 0.3830296397, output_fired_time: 0.0000000000, propagate_forward_time: 19.8334217072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8225841522
validation[          , genome  9599] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       458.56525, best error:       458.56525 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 333.9445495605s, input_fired_time: 4.0773844719, output_fired_time: 3.0771186352, propagate_forward_time: 126.9927520752, propagate_backward_time: 194.5415954590, weight_update_time: 0.4728313386, other_time: 5.2556915283
epoch time: 27.0004768372s, input_fired_time: 0.4486052096, output_fired_time: 0.0000000000, propagate_forward_time: 25.6289329529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9229393005
validation[          , genome  9599] predictions:    9850/  10000 (98.50%), best:    9861/10000 (98.61%), error:       487.26993, best error:       458.56525 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 331.6412048340s, input_fired_time: 4.0527424812, output_fired_time: 3.0363004208, propagate_forward_time: 126.4185180664, propagate_backward_time: 192.9070739746, weight_update_time: 0.4690109491, other_time: 5.2265930176
epoch time: 26.7937583923s, input_fired_time: 0.4476070106, output_fired_time: 0.0000000000, propagate_forward_time: 25.4272651672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9188861847
validation[          , genome  9599] predictions:    9836/  10000 (98.36%), best:    9861/10000 (98.61%), error:       554.04437, best error:       458.56525 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 333.0091857910s, input_fired_time: 4.0796380043, output_fired_time: 3.0832998753, propagate_forward_time: 126.6722640991, propagate_backward_time: 193.9331207275, weight_update_time: 0.4699115753, other_time: 5.2408294678
epoch time: 26.5552444458s, input_fired_time: 0.4430657923, output_fired_time: 0.0000000000, propagate_forward_time: 25.2074356079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9047431946
validation[          , genome  9599] predictions:    9815/  10000 (98.15%), best:    9861/10000 (98.61%), error:       603.46954, best error:       458.56525 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 334.1754455566s, input_fired_time: 4.0840249062, output_fired_time: 3.0889079571, propagate_forward_time: 127.1674575806, propagate_backward_time: 194.5660552979, weight_update_time: 0.4723180830, other_time: 5.2690277100
epoch time: 26.4806499481s, input_fired_time: 0.4440270364, output_fired_time: 0.0000000000, propagate_forward_time: 25.1280269623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9085960388
validation[          , genome  9599] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       436.20465, best error:       436.20465 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 337.4897766113s, input_fired_time: 4.1186175346, output_fired_time: 3.1212275028, propagate_forward_time: 128.5235900879, propagate_backward_time: 196.4359893799, weight_update_time: 0.4741371572, other_time: 5.2903594971
epoch time: 26.9194488525s, input_fired_time: 0.4464972317, output_fired_time: 0.0000000000, propagate_forward_time: 25.5588340759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9141178131
validation[          , genome  9599] predictions:    9827/  10000 (98.27%), best:    9866/10000 (98.66%), error:       527.20105, best error:       436.20465 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 336.5669860840s, input_fired_time: 4.1115655899, output_fired_time: 3.1125020981, propagate_forward_time: 128.0315246582, propagate_backward_time: 196.0311279297, weight_update_time: 0.4738565981, other_time: 5.2802734375
epoch time: 26.8816947937s, input_fired_time: 0.4491816163, output_fired_time: 0.0000000000, propagate_forward_time: 25.5152053833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9173069000
validation[          , genome  9599] predictions:    9831/  10000 (98.31%), best:    9866/10000 (98.66%), error:       557.35730, best error:       436.20465 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 335.9024047852s, input_fired_time: 4.1037373543, output_fired_time: 3.0995316505, propagate_forward_time: 127.7054061890, propagate_backward_time: 195.7425994873, weight_update_time: 0.4737288356, other_time: 5.2511444092
epoch time: 26.4135131836s, input_fired_time: 0.4440160990, output_fired_time: 0.0000000000, propagate_forward_time: 25.0585556030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9109420776
validation[          , genome  9599] predictions:    9816/  10000 (98.16%), best:    9866/10000 (98.66%), error:       624.38281, best error:       436.20465 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 328.2823486328s, input_fired_time: 4.0502028465, output_fired_time: 3.0352129936, propagate_forward_time: 125.0900421143, propagate_backward_time: 190.9114990234, weight_update_time: 0.4670123458, other_time: 5.1953887939
epoch time: 27.2308578491s, input_fired_time: 0.4518131018, output_fired_time: 0.0000000000, propagate_forward_time: 25.8481750488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9308700562
validation[          , genome  9599] predictions:    9854/  10000 (98.54%), best:    9866/10000 (98.66%), error:       492.48596, best error:       436.20465 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 330.2709045410s, input_fired_time: 4.0591893196, output_fired_time: 3.0585393906, propagate_forward_time: 125.3507919312, propagate_backward_time: 192.5752563477, weight_update_time: 0.4656904638, other_time: 5.2271118164
epoch time: 26.4482574463s, input_fired_time: 0.4431030750, output_fired_time: 0.0000000000, propagate_forward_time: 25.0920467377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9131069183
validation[          , genome  9599] predictions:    9855/  10000 (98.55%), best:    9866/10000 (98.66%), error:       492.46317, best error:       436.20465 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 332.9123840332s, input_fired_time: 4.0878396034, output_fired_time: 3.0675330162, propagate_forward_time: 126.8600082397, propagate_backward_time: 193.6632537842, weight_update_time: 0.4696304798, other_time: 5.2337493896
epoch time: 26.4920597076s, input_fired_time: 0.4409248829, output_fired_time: 0.0000000000, propagate_forward_time: 25.1402168274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9109172821
validation[          , genome  9599] predictions:    9834/  10000 (98.34%), best:    9866/10000 (98.66%), error:       517.12811, best error:       436.20465 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 335.5293273926s, input_fired_time: 4.1013936996, output_fired_time: 3.0908803940, propagate_forward_time: 127.6997146606, propagate_backward_time: 195.3643341064, weight_update_time: 0.4726125598, other_time: 5.2730255127
epoch time: 26.6641120911s, input_fired_time: 0.4574127793, output_fired_time: 0.0000000000, propagate_forward_time: 25.2912673950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9154319763
validation[          , genome  9599] predictions:    9838/  10000 (98.38%), best:    9866/10000 (98.66%), error:       497.54007, best error:       436.20465 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 333.3894653320s, input_fired_time: 4.0856766701, output_fired_time: 3.0864989758, propagate_forward_time: 126.5503158569, propagate_backward_time: 194.4101257324, weight_update_time: 0.4713531435, other_time: 5.2568664551
epoch time: 26.5905132294s, input_fired_time: 0.4544845521, output_fired_time: 0.0000000000, propagate_forward_time: 25.2195835114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9164447784
validation[          , genome  9599] predictions:    9858/  10000 (98.58%), best:    9866/10000 (98.66%), error:       467.81744, best error:       436.20465 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 331.5140380859s, input_fired_time: 4.0804772377, output_fired_time: 3.0745599270, propagate_forward_time: 126.1027145386, propagate_backward_time: 193.0104370117, weight_update_time: 0.4687742293, other_time: 5.2458496094
epoch time: 27.2137584686s, input_fired_time: 0.4534907043, output_fired_time: 0.0000000000, propagate_forward_time: 25.8306484222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9296188354
validation[          , genome  9599] predictions:    9853/  10000 (98.53%), best:    9866/10000 (98.66%), error:       460.77448, best error:       436.20465 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 337.6057739258s, input_fired_time: 4.1203870773, output_fired_time: 3.1093120575, propagate_forward_time: 128.5060272217, propagate_backward_time: 196.5827484131, weight_update_time: 0.4744007587, other_time: 5.2872924805
epoch time: 27.3665008545s, input_fired_time: 0.4560044706, output_fired_time: 0.0000000000, propagate_forward_time: 25.9813976288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9290981293
validation[          , genome  9599] predictions:    9853/  10000 (98.53%), best:    9866/10000 (98.66%), error:       498.58176, best error:       436.20465 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 341.1921997070s, input_fired_time: 4.1661005020, output_fired_time: 3.1567859650, propagate_forward_time: 129.5944824219, propagate_backward_time: 198.9441986084, weight_update_time: 0.4790155292, other_time: 5.3306121826
epoch time: 27.2392578125s, input_fired_time: 0.4537782371, output_fired_time: 0.0000000000, propagate_forward_time: 25.8530292511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9324512482
validation[          , genome  9599] predictions:    9847/  10000 (98.47%), best:    9866/10000 (98.66%), error:       495.58685, best error:       436.20465 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 339.3650512695s, input_fired_time: 4.1567492485, output_fired_time: 3.1507518291, propagate_forward_time: 128.9072265625, propagate_backward_time: 197.8222351074, weight_update_time: 0.4769680202, other_time: 5.3280944824
epoch time: 27.3560104370s, input_fired_time: 0.4605447948, output_fired_time: 0.0000000000, propagate_forward_time: 25.9605007172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9349651337
validation[          , genome  9599] predictions:    9838/  10000 (98.38%), best:    9866/10000 (98.66%), error:       527.17889, best error:       436.20465 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 340.1090698242s, input_fired_time: 4.1608424187, output_fired_time: 3.1241674423, propagate_forward_time: 129.3050079346, propagate_backward_time: 198.1940917969, weight_update_time: 0.4777123630, other_time: 5.3249664307
epoch time: 27.3280677795s, input_fired_time: 0.4562890530, output_fired_time: 0.0000000000, propagate_forward_time: 25.9332084656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9385700226
validation[          , genome  9599] predictions:    9843/  10000 (98.43%), best:    9866/10000 (98.66%), error:       491.87393, best error:       436.20465 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 340.4720458984s, input_fired_time: 4.1612076759, output_fired_time: 3.1518514156, propagate_forward_time: 129.4350738525, propagate_backward_time: 198.4327239990, weight_update_time: 0.4793049693, other_time: 5.2911987305
epoch time: 27.1797008514s, input_fired_time: 0.4550056159, output_fired_time: 0.0000000000, propagate_forward_time: 25.8036136627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9210815430
validation[          , genome  9599] predictions:    9839/  10000 (98.39%), best:    9866/10000 (98.66%), error:       510.55850, best error:       436.20465 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 339.7759704590s, input_fired_time: 4.1579208374, output_fired_time: 3.1467936039, propagate_forward_time: 129.1428527832, propagate_backward_time: 197.9994506836, weight_update_time: 0.4764594734, other_time: 5.3289489746
epoch time: 27.2499122620s, input_fired_time: 0.4591806829, output_fired_time: 0.0000000000, propagate_forward_time: 25.8666477203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9240837097
validation[          , genome  9599] predictions:    9850/  10000 (98.50%), best:    9866/10000 (98.66%), error:       483.51193, best error:       436.20465 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 340.3148803711s, input_fired_time: 4.1712737083, output_fired_time: 3.1489732265, propagate_forward_time: 129.3159332275, propagate_backward_time: 198.3856201172, weight_update_time: 0.4786950350, other_time: 5.2930755615
epoch time: 27.1915588379s, input_fired_time: 0.4573553205, output_fired_time: 0.0000000000, propagate_forward_time: 25.8110961914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9231071472
validation[          , genome  9599] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       429.13162, best error:       429.13162 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 340.3633117676s, input_fired_time: 4.1535549164, output_fired_time: 3.1227915287, propagate_forward_time: 129.3901672363, propagate_backward_time: 198.4142456055, weight_update_time: 0.4783839285, other_time: 5.2825317383
epoch time: 27.2712211609s, input_fired_time: 0.4579962492, output_fired_time: 0.0000000000, propagate_forward_time: 25.8762283325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9369964600
validation[          , genome  9599] predictions:    9865/  10000 (98.65%), best:    9860/10000 (98.60%), error:       465.28052, best error:       429.13162 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 339.6224670410s, input_fired_time: 4.1512236595, output_fired_time: 3.1267793179, propagate_forward_time: 129.0927734375, propagate_backward_time: 197.9264678955, weight_update_time: 0.4758506417, other_time: 5.3252410889
epoch time: 27.2605438232s, input_fired_time: 0.4579683840, output_fired_time: 0.0000000000, propagate_forward_time: 25.8721065521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9304695129
validation[          , genome  9599] predictions:    9821/  10000 (98.21%), best:    9860/10000 (98.60%), error:       555.29028, best error:       429.13162 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 339.5658264160s, input_fired_time: 4.1433477402, output_fired_time: 3.1256060600, propagate_forward_time: 129.0555572510, propagate_backward_time: 197.9299163818, weight_update_time: 0.4762015641, other_time: 5.3114013672
epoch time: 26.3977241516s, input_fired_time: 0.4520684779, output_fired_time: 0.0000000000, propagate_forward_time: 25.0204582214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9251976013
validation[          , genome  9599] predictions:    9827/  10000 (98.27%), best:    9860/10000 (98.60%), error:       559.90527, best error:       429.13162 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 339.6192932129s, input_fired_time: 4.1670646667, output_fired_time: 3.1370401382, propagate_forward_time: 128.8961029053, propagate_backward_time: 198.1114349365, weight_update_time: 0.4764328301, other_time: 5.3076477051
epoch time: 27.2253971100s, input_fired_time: 0.4595366418, output_fired_time: 0.0000000000, propagate_forward_time: 25.8405494690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9253101349
validation[          , genome  9599] predictions:    9829/  10000 (98.29%), best:    9860/10000 (98.60%), error:       538.09735, best error:       429.13162 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 339.6360473633s, input_fired_time: 4.1620240211, output_fired_time: 3.1307485104, propagate_forward_time: 128.9756622314, propagate_backward_time: 198.0506744385, weight_update_time: 0.4757151306, other_time: 5.3169555664
epoch time: 27.3816547394s, input_fired_time: 0.4590876698, output_fired_time: 0.0000000000, propagate_forward_time: 25.9947242737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9278430939
validation[          , genome  9599] predictions:    9839/  10000 (98.39%), best:    9860/10000 (98.60%), error:       549.33057, best error:       429.13162 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 339.7093811035s, input_fired_time: 4.1706452370, output_fired_time: 3.1595511436, propagate_forward_time: 128.9673004150, propagate_backward_time: 198.1140899658, weight_update_time: 0.4765746593, other_time: 5.2977905273
epoch time: 27.2149467468s, input_fired_time: 0.4575651288, output_fired_time: 0.0000000000, propagate_forward_time: 25.8346385956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9227428436
validation[          , genome  9599] predictions:    9849/  10000 (98.49%), best:    9860/10000 (98.60%), error:       451.26935, best error:       429.13162 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 331.7867431641s, input_fired_time: 4.1150922775, output_fired_time: 3.0885508060, propagate_forward_time: 125.8955535889, propagate_backward_time: 193.1691284180, weight_update_time: 0.4734563529, other_time: 5.5184173584
epoch time: 25.9856033325s, input_fired_time: 0.4724438190, output_fired_time: 0.0000000000, propagate_forward_time: 24.5501365662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9630222321
validation[          , genome  9599] predictions:    9831/  10000 (98.31%), best:    9860/10000 (98.60%), error:       557.77728, best error:       429.13162 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 324.7989501953s, input_fired_time: 4.0647706985, output_fired_time: 3.0873084068, propagate_forward_time: 123.2222213745, propagate_backward_time: 188.8787994385, weight_update_time: 0.4723019898, other_time: 5.5458526611
epoch time: 25.8900814056s, input_fired_time: 0.4678707719, output_fired_time: 0.0000000000, propagate_forward_time: 24.4588394165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9633712769
validation[          , genome  9599] predictions:    9843/  10000 (98.43%), best:    9860/10000 (98.60%), error:       567.20374, best error:       429.13162 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 318.9886779785s, input_fired_time: 4.0131497383, output_fired_time: 3.0009403229, propagate_forward_time: 120.9525909424, propagate_backward_time: 185.4795684814, weight_update_time: 0.4676202238, other_time: 5.5424194336
epoch time: 25.9372062683s, input_fired_time: 0.4717028439, output_fired_time: 0.0000000000, propagate_forward_time: 24.5028743744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9626293182
validation[          , genome  9599] predictions:    9866/  10000 (98.66%), best:    9860/10000 (98.60%), error:       437.80615, best error:       429.13162 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 318.5825805664s, input_fired_time: 4.0155925751, output_fired_time: 3.0025858879, propagate_forward_time: 120.7641143799, propagate_backward_time: 185.2417602539, weight_update_time: 0.4681166410, other_time: 5.5585174561
epoch time: 26.1503696442s, input_fired_time: 0.4757097661, output_fired_time: 0.0000000000, propagate_forward_time: 24.6938362122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9808235168
validation[          , genome  9599] predictions:    9851/  10000 (98.51%), best:    9860/10000 (98.60%), error:       482.73254, best error:       429.13162 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 324.1832885742s, input_fired_time: 4.0593137741, output_fired_time: 3.0529532433, propagate_forward_time: 122.8749847412, propagate_backward_time: 188.6700439453, weight_update_time: 0.4733842909, other_time: 5.5259857178
epoch time: 26.1589107513s, input_fired_time: 0.4747575521, output_fired_time: 0.0000000000, propagate_forward_time: 24.7119140625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9722385406
validation[          , genome  9599] predictions:    9858/  10000 (98.58%), best:    9860/10000 (98.60%), error:       446.64481, best error:       429.13162 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 326.4099426270s, input_fired_time: 4.0828471184, output_fired_time: 3.0643918514, propagate_forward_time: 123.6518707275, propagate_backward_time: 190.0677337646, weight_update_time: 0.4759586453, other_time: 5.5430908203
epoch time: 26.1690940857s, input_fired_time: 0.4663788676, output_fired_time: 0.0000000000, propagate_forward_time: 24.7409572601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9617576599
validation[          , genome  9599] predictions:    9874/  10000 (98.74%), best:    9860/10000 (98.60%), error:       440.31406, best error:       429.13162 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 324.6006164551s, input_fired_time: 4.0730986595, output_fired_time: 3.0536692142, propagate_forward_time: 123.0920181274, propagate_backward_time: 188.8404235840, weight_update_time: 0.4734697342, other_time: 5.5414123535
epoch time: 26.0458641052s, input_fired_time: 0.4703685939, output_fired_time: 0.0000000000, propagate_forward_time: 24.6274089813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9480857849
validation[          , genome  9599] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       475.14294, best error:       429.13162 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 325.5636291504s, input_fired_time: 4.0814833641, output_fired_time: 3.0636522770, propagate_forward_time: 123.4257354736, propagate_backward_time: 189.4323425293, weight_update_time: 0.4755066335, other_time: 5.5604095459
epoch time: 26.1744174957s, input_fired_time: 0.4785905182, output_fired_time: 0.0000000000, propagate_forward_time: 24.7158851624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9799423218
validation[          , genome  9599] predictions:    9868/  10000 (98.68%), best:    9860/10000 (98.60%), error:       450.96069, best error:       429.13162 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 315.9491577148s, input_fired_time: 4.0131182671, output_fired_time: 2.9782536030, propagate_forward_time: 119.6526184082, propagate_backward_time: 183.7812194824, weight_update_time: 0.4668622315, other_time: 5.5239562988
epoch time: 25.4858531952s, input_fired_time: 0.4626060128, output_fired_time: 0.0000000000, propagate_forward_time: 24.0812091827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9420375824
validation[          , genome  9599] predictions:    9871/  10000 (98.71%), best:    9860/10000 (98.60%), error:       447.89087, best error:       429.13162 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 320.9455261230s, input_fired_time: 4.0241494179, output_fired_time: 2.9865016937, propagate_forward_time: 121.7477340698, propagate_backward_time: 186.6098785400, weight_update_time: 0.4720203578, other_time: 5.5772552490
epoch time: 26.2371025085s, input_fired_time: 0.4809407294, output_fired_time: 0.0000000000, propagate_forward_time: 24.7641754150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9919872284
validation[          , genome  9599] predictions:    9848/  10000 (98.48%), best:    9860/10000 (98.60%), error:       469.10156, best error:       429.13162 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 323.7586669922s, input_fired_time: 4.0657782555, output_fired_time: 3.0538372993, propagate_forward_time: 122.7629547119, propagate_backward_time: 188.3091125488, weight_update_time: 0.4711951017, other_time: 5.5670013428
epoch time: 26.2164726257s, input_fired_time: 0.4711398482, output_fired_time: 0.0000000000, propagate_forward_time: 24.7758579254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9694747925
validation[          , genome  9599] predictions:    9870/  10000 (98.70%), best:    9860/10000 (98.60%), error:       453.23877, best error:       429.13162 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 324.8347778320s, input_fired_time: 4.0693721771, output_fired_time: 3.0378470421, propagate_forward_time: 123.2036666870, propagate_backward_time: 188.9875640869, weight_update_time: 0.4742194712, other_time: 5.5363311768
epoch time: 23.5760135651s, input_fired_time: 0.4452395439, output_fired_time: 0.0000000000, propagate_forward_time: 22.1884765625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9422969818
validation[          , genome  9599] predictions:    9862/  10000 (98.62%), best:    9860/10000 (98.60%), error:       471.82269, best error:       429.13162 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 323.4068298340s, input_fired_time: 4.0589642525, output_fired_time: 3.0324876308, propagate_forward_time: 122.7801818848, propagate_backward_time: 187.9943084717, weight_update_time: 0.4710898101, other_time: 5.5408782959
epoch time: 26.2135181427s, input_fired_time: 0.4791530669, output_fired_time: 0.0000000000, propagate_forward_time: 24.7611007690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9732646942
validation[          , genome  9599] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       465.46475, best error:       429.13162 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 321.2291259766s, input_fired_time: 4.0656313896, output_fired_time: 3.0298404694, propagate_forward_time: 121.9820785522, propagate_backward_time: 186.5593566895, weight_update_time: 0.4718702137, other_time: 5.5921936035
epoch time: 22.2496643066s, input_fired_time: 0.4356985688, output_fired_time: 0.0000000000, propagate_forward_time: 20.9074878693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9064769745
validation[          , genome  9599] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       406.70007, best error:       406.70007 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 318.5107727051s, input_fired_time: 4.0333981514, output_fired_time: 2.9965429306, propagate_forward_time: 120.6885147095, propagate_backward_time: 185.2388000488, weight_update_time: 0.4694995880, other_time: 5.5535278320
epoch time: 26.2871208191s, input_fired_time: 0.4744041860, output_fired_time: 0.0000000000, propagate_forward_time: 24.8331241608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9795932770
validation[          , genome  9599] predictions:    9876/  10000 (98.76%), best:    9869/10000 (98.69%), error:       428.63058, best error:       406.70007 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 325.3568115234s, input_fired_time: 4.1050624847, output_fired_time: 3.0584747791, propagate_forward_time: 123.4611282349, propagate_backward_time: 189.1088409424, weight_update_time: 0.4770514965, other_time: 5.6233062744
epoch time: 26.1102752686s, input_fired_time: 0.4779751897, output_fired_time: 0.0000000000, propagate_forward_time: 24.6570014954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9752979279
validation[          , genome  9599] predictions:    9860/  10000 (98.60%), best:    9869/10000 (98.69%), error:       472.18686, best error:       406.70007 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 322.8698730469s, input_fired_time: 4.0927248001, output_fired_time: 3.0475313663, propagate_forward_time: 122.2691497803, propagate_backward_time: 187.8234100342, weight_update_time: 0.4742743373, other_time: 5.6370544434
epoch time: 26.1842155457s, input_fired_time: 0.4772604108, output_fired_time: 0.0000000000, propagate_forward_time: 24.7365493774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9704055786
validation[          , genome  9599] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       397.61819, best error:       397.61819 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 321.5278320312s, input_fired_time: 4.0593504906, output_fired_time: 3.0103974342, propagate_forward_time: 121.8606033325, propagate_backward_time: 187.0451049805, weight_update_time: 0.4707916975, other_time: 5.5523681641
epoch time: 26.1706848145s, input_fired_time: 0.4724330008, output_fired_time: 0.0000000000, propagate_forward_time: 24.7230777740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9751739502
validation[          , genome  9599] predictions:    9848/  10000 (98.48%), best:    9873/10000 (98.73%), error:       480.78375, best error:       397.61819 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 324.3579101562s, input_fired_time: 4.0803475380, output_fired_time: 3.0546126366, propagate_forward_time: 122.9447708130, propagate_backward_time: 188.7048187256, weight_update_time: 0.4724984765, other_time: 5.5733489990
epoch time: 26.1294631958s, input_fired_time: 0.4787643552, output_fired_time: 0.0000000000, propagate_forward_time: 24.6662540436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9844455719
validation[          , genome  9599] predictions:    9855/  10000 (98.55%), best:    9873/10000 (98.73%), error:       462.77225, best error:       397.61819 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 321.8030395508s, input_fired_time: 4.0661120415, output_fired_time: 3.0314166546, propagate_forward_time: 121.8333892822, propagate_backward_time: 187.3261108398, weight_update_time: 0.4710619450, other_time: 5.5460357666
epoch time: 26.1292476654s, input_fired_time: 0.4723778069, output_fired_time: 0.0000000000, propagate_forward_time: 24.6852397919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9716300964
validation[          , genome  9599] predictions:    9854/  10000 (98.54%), best:    9873/10000 (98.73%), error:       474.12869, best error:       397.61819 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 322.6388549805s, input_fired_time: 4.0762181282, output_fired_time: 3.0325477123, propagate_forward_time: 122.1763534546, propagate_backward_time: 187.7990722656, weight_update_time: 0.4733544886, other_time: 5.5546264648
epoch time: 26.1467933655s, input_fired_time: 0.4748579264, output_fired_time: 0.0000000000, propagate_forward_time: 24.6950931549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9768428802
validation[          , genome  9599] predictions:    9857/  10000 (98.57%), best:    9873/10000 (98.73%), error:       436.53506, best error:       397.61819 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 316.5272521973s, input_fired_time: 4.0373349190, output_fired_time: 2.9863066673, propagate_forward_time: 119.9794158936, propagate_backward_time: 183.9700622559, weight_update_time: 0.4658501148, other_time: 5.5541534424
epoch time: 26.1997051239s, input_fired_time: 0.4769127667, output_fired_time: 0.0000000000, propagate_forward_time: 24.7442150116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9785766602
validation[          , genome  9599] predictions:    9848/  10000 (98.48%), best:    9873/10000 (98.73%), error:       516.93994, best error:       397.61819 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 319.1275634766s, input_fired_time: 4.0565166473, output_fired_time: 3.0144088268, propagate_forward_time: 120.8836975098, propagate_backward_time: 185.6161651611, weight_update_time: 0.4694063365, other_time: 5.5567779541
epoch time: 26.2220630646s, input_fired_time: 0.4752060175, output_fired_time: 0.0000000000, propagate_forward_time: 24.7828598022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9639968872
validation[          , genome  9599] predictions:    9863/  10000 (98.63%), best:    9873/10000 (98.73%), error:       451.73691, best error:       397.61819 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 325.2945556641s, input_fired_time: 4.0856990814, output_fired_time: 3.0235991478, propagate_forward_time: 123.4825134277, propagate_backward_time: 189.1409759521, weight_update_time: 0.4717319906, other_time: 5.5617828369
epoch time: 26.1787872314s, input_fired_time: 0.4787097275, output_fired_time: 0.0000000000, propagate_forward_time: 24.7402534485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9598236084
validation[          , genome  9599] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       449.23538, best error:       397.61819 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 324.8377380371s, input_fired_time: 4.0970945358, output_fired_time: 3.0608937740, propagate_forward_time: 123.0905227661, propagate_backward_time: 189.0184783936, weight_update_time: 0.4744426012, other_time: 5.5707550049
epoch time: 25.8509464264s, input_fired_time: 0.4773157835, output_fired_time: 0.0000000000, propagate_forward_time: 24.4055061340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9681243896
validation[          , genome  9599] predictions:    9840/  10000 (98.40%), best:    9873/10000 (98.73%), error:       486.77570, best error:       397.61819 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 323.1622619629s, input_fired_time: 4.0819931030, output_fired_time: 3.0500202179, propagate_forward_time: 122.4588165283, propagate_backward_time: 187.9822845459, weight_update_time: 0.4722055495, other_time: 5.5891418457
epoch time: 26.1842956543s, input_fired_time: 0.4859908223, output_fired_time: 0.0000000000, propagate_forward_time: 24.7162246704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9820804596
validation[          , genome  9599] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       430.49503, best error:       397.61819 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 322.2807006836s, input_fired_time: 4.0693330765, output_fired_time: 2.9960274696, propagate_forward_time: 122.0534439087, propagate_backward_time: 187.5106506348, weight_update_time: 0.4750397503, other_time: 5.6512451172
epoch time: 26.1589927673s, input_fired_time: 0.4813684523, output_fired_time: 0.0000000000, propagate_forward_time: 24.7034950256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9741287231
validation[          , genome  9599] predictions:    9869/  10000 (98.69%), best:    9873/10000 (98.73%), error:       438.97537, best error:       397.61819 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 323.2015380859s, input_fired_time: 4.0889878273, output_fired_time: 3.0454151630, propagate_forward_time: 122.5119934082, propagate_backward_time: 187.8414611816, weight_update_time: 0.4769288599, other_time: 5.7136840820
epoch time: 26.1010074615s, input_fired_time: 0.4772125483, output_fired_time: 0.0000000000, propagate_forward_time: 24.6396751404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9841194153
validation[          , genome  9599] predictions:    9806/  10000 (98.06%), best:    9873/10000 (98.73%), error:       659.54901, best error:       397.61819 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 316.4378662109s, input_fired_time: 4.0501980782, output_fired_time: 3.0118303299, propagate_forward_time: 119.7705993652, propagate_backward_time: 184.0092773438, weight_update_time: 0.4688127637, other_time: 5.5959472656
epoch time: 23.5086250305s, input_fired_time: 0.4539802969, output_fired_time: 0.0000000000, propagate_forward_time: 22.1193313599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9353141785
validation[          , genome  9599] predictions:    9860/  10000 (98.60%), best:    9873/10000 (98.73%), error:       433.63779, best error:       397.61819 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 324.1817932129s, input_fired_time: 4.0990648270, output_fired_time: 3.0508465767, propagate_forward_time: 122.8925399780, propagate_backward_time: 188.5054321289, weight_update_time: 0.4772332907, other_time: 5.6339111328
epoch time: 26.2474956512s, input_fired_time: 0.4809219241, output_fired_time: 0.0000000000, propagate_forward_time: 24.7877368927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9788360596
validation[          , genome  9599] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       428.57623, best error:       397.61819 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 323.5194702148s, input_fired_time: 4.1021585464, output_fired_time: 3.0503768921, propagate_forward_time: 122.5565567017, propagate_backward_time: 188.1858215332, weight_update_time: 0.4742434621, other_time: 5.6245422363
epoch time: 26.0888614655s, input_fired_time: 0.4821552634, output_fired_time: 0.0000000000, propagate_forward_time: 24.6246109009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9820957184
validation[          , genome  9599] predictions:    9869/  10000 (98.69%), best:    9873/10000 (98.73%), error:       416.17810, best error:       397.61819 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 322.2696228027s, input_fired_time: 4.0917935371, output_fired_time: 3.0398287773, propagate_forward_time: 122.1815795898, propagate_backward_time: 187.3899841309, weight_update_time: 0.4722988009, other_time: 5.5664367676
epoch time: 26.1956005096s, input_fired_time: 0.4794797897, output_fired_time: 0.0000000000, propagate_forward_time: 24.7272891998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9888324738
validation[          , genome  9599] predictions:    9822/  10000 (98.22%), best:    9873/10000 (98.73%), error:       544.75903, best error:       397.61819 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 324.2341003418s, input_fired_time: 4.1192884445, output_fired_time: 3.0705006123, propagate_forward_time: 122.7330245972, propagate_backward_time: 188.7091369629, weight_update_time: 0.4738894105, other_time: 5.6021423340
epoch time: 23.9912853241s, input_fired_time: 0.4583238363, output_fired_time: 0.0000000000, propagate_forward_time: 22.5645256042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9684352875
validation[          , genome  9599] predictions:    9855/  10000 (98.55%), best:    9873/10000 (98.73%), error:       450.33252, best error:       397.61819 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 309.9010009766s, input_fired_time: 4.0058197975, output_fired_time: 2.9516959190, propagate_forward_time: 117.1916122437, propagate_backward_time: 180.1723632812, weight_update_time: 0.4661163390, other_time: 5.5794982910
epoch time: 25.4390392303s, input_fired_time: 0.4704921842, output_fired_time: 0.0000000000, propagate_forward_time: 24.0015335083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9670143127
validation[          , genome  9599] predictions:    9875/  10000 (98.75%), best:    9873/10000 (98.73%), error:       424.01263, best error:       397.61819 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 318.7342529297s, input_fired_time: 4.0633859634, output_fired_time: 2.9960670471, propagate_forward_time: 120.5975341797, propagate_backward_time: 185.4939422607, weight_update_time: 0.4716046453, other_time: 5.5833282471
epoch time: 25.6020565033s, input_fired_time: 0.4701643884, output_fired_time: 0.0000000000, propagate_forward_time: 24.1740913391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9577999115
validation[          , genome  9599] predictions:    9876/  10000 (98.76%), best:    9873/10000 (98.73%), error:       419.92709, best error:       397.61819 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 320.6626281738s, input_fired_time: 4.0918879509, output_fired_time: 3.0471045971, propagate_forward_time: 121.5624389648, propagate_backward_time: 186.3638153076, weight_update_time: 0.4749228060, other_time: 5.5973663330
epoch time: 26.0818824768s, input_fired_time: 0.4789860845, output_fired_time: 0.0000000000, propagate_forward_time: 24.6394958496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9633998871
validation[          , genome  9599] predictions:    9856/  10000 (98.56%), best:    9873/10000 (98.73%), error:       439.50888, best error:       397.61819 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 318.1276550293s, input_fired_time: 4.0596637726, output_fired_time: 2.9934265614, propagate_forward_time: 120.4981689453, propagate_backward_time: 185.0137176514, weight_update_time: 0.4706405401, other_time: 5.5626678467
epoch time: 26.0003986359s, input_fired_time: 0.4764909446, output_fired_time: 0.0000000000, propagate_forward_time: 24.5446643829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9792442322
validation[          , genome  9599] predictions:    9857/  10000 (98.57%), best:    9873/10000 (98.73%), error:       441.00836, best error:       397.61819 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 318.9103393555s, input_fired_time: 4.0660085678, output_fired_time: 2.9915101528, propagate_forward_time: 120.9520416260, propagate_backward_time: 185.3523101807, weight_update_time: 0.4700807929, other_time: 5.5484619141
epoch time: 26.0502929688s, input_fired_time: 0.4806485176, output_fired_time: 0.0000000000, propagate_forward_time: 24.6101226807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9595222473
validation[          , genome  9599] predictions:    9869/  10000 (98.69%), best:    9873/10000 (98.73%), error:       432.19815, best error:       397.61819 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 320.6916809082s, input_fired_time: 4.0926952362, output_fired_time: 3.0230417252, propagate_forward_time: 121.6277923584, propagate_backward_time: 186.4045715332, weight_update_time: 0.4719246328, other_time: 5.5435943604
epoch time: 26.2433032990s, input_fired_time: 0.4864680469, output_fired_time: 0.0000000000, propagate_forward_time: 24.7927188873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9641170502
validation[          , genome  9599] predictions:    9859/  10000 (98.59%), best:    9873/10000 (98.73%), error:       438.59616, best error:       397.61819 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 321.6184692383s, input_fired_time: 4.0862350464, output_fired_time: 3.0246970654, propagate_forward_time: 121.8743286133, propagate_backward_time: 187.0673675537, weight_update_time: 0.4709263146, other_time: 5.5658416748
epoch time: 26.0562763214s, input_fired_time: 0.4800390601, output_fired_time: 0.0000000000, propagate_forward_time: 24.5946521759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9815845490
validation[          , genome  9599] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       405.23032, best error:       397.61819 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 322.8206787109s, input_fired_time: 4.0994882584, output_fired_time: 3.0489771366, propagate_forward_time: 122.0288772583, propagate_backward_time: 188.0186157227, weight_update_time: 0.4752691090, other_time: 5.6247253418
epoch time: 26.1777553558s, input_fired_time: 0.4798043966, output_fired_time: 0.0000000000, propagate_forward_time: 24.7332553864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9646949768
validation[          , genome  9599] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       407.76785, best error:       397.61819 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 323.7410888672s, input_fired_time: 4.1218848228, output_fired_time: 3.0568566322, propagate_forward_time: 122.7195053101, propagate_backward_time: 188.2400054932, weight_update_time: 0.4753299654, other_time: 5.6028289795
epoch time: 26.2130241394s, input_fired_time: 0.4893684387, output_fired_time: 0.0000000000, propagate_forward_time: 24.7269306183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9967250824
validation[          , genome  9599] predictions:    9862/  10000 (98.62%), best:    9873/10000 (98.73%), error:       466.98175, best error:       397.61819 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 323.4638366699s, input_fired_time: 4.0958690643, output_fired_time: 3.0346517563, propagate_forward_time: 122.7165527344, propagate_backward_time: 187.9661712646, weight_update_time: 0.4727518260, other_time: 5.6506195068
epoch time: 26.3539428711s, input_fired_time: 0.4907357693, output_fired_time: 0.0000000000, propagate_forward_time: 24.8610153198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0021915436
validation[          , genome  9599] predictions:    9879/  10000 (98.79%), best:    9873/10000 (98.73%), error:       402.06476, best error:       397.61819 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 325.7870178223s, input_fired_time: 4.1291670799, output_fired_time: 3.0870959759, propagate_forward_time: 123.9001312256, propagate_backward_time: 189.0883178711, weight_update_time: 0.4747737050, other_time: 5.5822906494
epoch time: 26.2044448853s, input_fired_time: 0.4844589829, output_fired_time: 0.0000000000, propagate_forward_time: 24.7377281189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9822578430
validation[          , genome  9599] predictions:    9857/  10000 (98.57%), best:    9873/10000 (98.73%), error:       438.88089, best error:       397.61819 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 316.0005187988s, input_fired_time: 4.0736718178, output_fired_time: 2.9865427017, propagate_forward_time: 119.5803604126, propagate_backward_time: 183.7412567139, weight_update_time: 0.4698546529, other_time: 5.6186981201
epoch time: 26.2581939697s, input_fired_time: 0.4830589592, output_fired_time: 0.0000000000, propagate_forward_time: 24.7977352142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9773998260
validation[          , genome  9599] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       481.19882, best error:       397.61819 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 325.5701599121s, input_fired_time: 4.1334500313, output_fired_time: 3.0705308914, propagate_forward_time: 123.4808959961, propagate_backward_time: 189.1755371094, weight_update_time: 0.4900482297, other_time: 5.7097473145
epoch time: 26.2758026123s, input_fired_time: 0.4871316850, output_fired_time: 0.0000000000, propagate_forward_time: 24.8023796082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9862918854
validation[          , genome  9599] predictions:    9867/  10000 (98.67%), best:    9873/10000 (98.73%), error:       460.39328, best error:       397.61819 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 325.9154357910s, input_fired_time: 4.1398096085, output_fired_time: 3.0739057064, propagate_forward_time: 123.4048156738, propagate_backward_time: 189.5487365723, weight_update_time: 0.4796599448, other_time: 5.7481689453
epoch time: 26.3172664642s, input_fired_time: 0.4873552024, output_fired_time: 0.0000000000, propagate_forward_time: 24.8209934235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0089187622
validation[          , genome  9599] predictions:    9866/  10000 (98.66%), best:    9873/10000 (98.73%), error:       417.92035, best error:       397.61819 on epoch:    70, 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: 131.7119445801s, input_fired_time: 2.4375317097, output_fired_time: 0.0000000000, propagate_forward_time: 124.2518081665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.0226058960
best training[          , genome  9599] predictions:   49976/  50000 (99.95%), best:    9873/10000 (98.73%), error:       326.58289, best error:       397.61819 on epoch:    70, 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: 26.2687740326s, input_fired_time: 0.4786591530, output_fired_time: 0.0000000000, propagate_forward_time: 24.7795391083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0105762482
   testing[          , genome  9599] predictions:    9894/  10000 (98.94%), best:    9873/10000 (98.73%), error:       337.11032, best error:       397.61819 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:12:25 (70517): called boinc_finish(0)

</stderr_txt>
]]>