Nameexact_genome_1512185335_39_9164_1
Workunit2564285
Created5 Dec 2017, 16:28:40 UTC
Sent5 Dec 2017, 16:51:20 UTC
Report deadline25 Dec 2017, 2:06:28 UTC
Received7 Dec 2017, 12:48:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time9 hours 36 min 21 sec
CPU time9 hours 36 min 12 sec
Validate stateValid
Credit4,846.38
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size162.69 MB
Peak swap size161.25 MB
Peak disk usage3.75 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 315.9711914063s, input_fired_time: 4.3719840050, output_fired_time: 4.2227954865, propagate_forward_time: 120.4532089233, propagate_backward_time: 181.8806457520, weight_update_time: 0.3375091553, other_time: 5.0425415039
epoch time: 25.4492244720s, input_fired_time: 0.5350617170, output_fired_time: 0.0000000000, propagate_forward_time: 23.9855880737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9285755157
validation[          , genome  9164] predictions:    9758/  10000 (97.58%), best:    9829/10000 (98.29%), error:       746.05737, best error:       548.80615 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 315.4229125977s, input_fired_time: 4.4390139580, output_fired_time: 4.2094097137, propagate_forward_time: 120.2221450806, propagate_backward_time: 181.3542633057, weight_update_time: 0.3417859972, other_time: 5.1980743408
epoch time: 25.7435016632s, input_fired_time: 0.5416353345, output_fired_time: 0.0000000000, propagate_forward_time: 24.2628116608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9390544891
validation[          , genome  9164] predictions:    9777/  10000 (97.77%), best:    9829/10000 (98.29%), error:       696.78284, best error:       548.80615 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 315.1849365234s, input_fired_time: 4.4396319389, output_fired_time: 4.2113790512, propagate_forward_time: 120.0024719238, propagate_backward_time: 181.3299255371, weight_update_time: 0.3421059549, other_time: 5.2015380859
epoch time: 25.4831886292s, input_fired_time: 0.5332059264, output_fired_time: 0.0000000000, propagate_forward_time: 24.0163822174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9336013794
validation[          , genome  9164] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       537.19025, best error:       537.19025 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 313.6305541992s, input_fired_time: 4.4258041382, output_fired_time: 4.1781401634, propagate_forward_time: 119.5937271118, propagate_backward_time: 180.2294769287, weight_update_time: 0.3407466710, other_time: 5.2034149170
epoch time: 25.3512535095s, input_fired_time: 0.5348891020, output_fired_time: 0.0000000000, propagate_forward_time: 23.8820571899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9343070984
validation[          , genome  9164] predictions:    9823/  10000 (98.23%), best:    9832/10000 (98.32%), error:       599.11896, best error:       537.19025 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 314.0266418457s, input_fired_time: 4.4377379417, output_fired_time: 4.1918630600, propagate_forward_time: 119.6980895996, propagate_backward_time: 180.4669036865, weight_update_time: 0.3431647420, other_time: 5.2320404053
epoch time: 25.4580135345s, input_fired_time: 0.5347820520, output_fired_time: 0.0000000000, propagate_forward_time: 23.9869937897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9362373352
validation[          , genome  9164] predictions:    9792/  10000 (97.92%), best:    9832/10000 (98.32%), error:       684.12891, best error:       537.19025 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 315.9772949219s, input_fired_time: 4.4475760460, output_fired_time: 4.2189726830, propagate_forward_time: 120.3611984253, propagate_backward_time: 181.7524719238, weight_update_time: 0.3413090408, other_time: 5.1970825195
epoch time: 25.6360454559s, input_fired_time: 0.5363745689, output_fired_time: 0.0000000000, propagate_forward_time: 24.1666431427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9330272675
validation[          , genome  9164] predictions:    9815/  10000 (98.15%), best:    9832/10000 (98.32%), error:       641.08038, best error:       537.19025 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 315.1654357910s, input_fired_time: 4.3724455833, output_fired_time: 4.2001891136, propagate_forward_time: 120.2611846924, propagate_backward_time: 181.2742156982, weight_update_time: 0.3371928036, other_time: 5.0574035645
epoch time: 25.5790500641s, input_fired_time: 0.5294926763, output_fired_time: 0.0000000000, propagate_forward_time: 24.1529541016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8966026306
validation[          , genome  9164] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       513.83368, best error:       513.83368 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 314.8999938965s, input_fired_time: 4.3470029831, output_fired_time: 4.1976208687, propagate_forward_time: 120.1408691406, propagate_backward_time: 181.2241668701, weight_update_time: 0.3339130878, other_time: 4.9903106689
epoch time: 25.3852519989s, input_fired_time: 0.5247768760, output_fired_time: 0.0000000000, propagate_forward_time: 23.9624748230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8980007172
validation[          , genome  9164] predictions:    9815/  10000 (98.15%), best:    9844/10000 (98.44%), error:       581.91968, best error:       513.83368 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 315.0649414063s, input_fired_time: 4.3585414886, output_fired_time: 4.2149066925, propagate_forward_time: 120.2143096924, propagate_backward_time: 181.2913513184, weight_update_time: 0.3348701894, other_time: 4.9858245850
epoch time: 25.5000133514s, input_fired_time: 0.5284524560, output_fired_time: 0.0000000000, propagate_forward_time: 24.0747928619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967685699
validation[          , genome  9164] predictions:    9830/  10000 (98.30%), best:    9844/10000 (98.44%), error:       517.00671, best error:       513.83368 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 314.3234558105s, input_fired_time: 4.4376225471, output_fired_time: 4.1911759377, propagate_forward_time: 119.7656631470, propagate_backward_time: 180.7406616211, weight_update_time: 0.3419108689, other_time: 5.1883544922
epoch time: 25.3998355865s, input_fired_time: 0.5317052603, output_fired_time: 0.0000000000, propagate_forward_time: 23.9707660675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8973636627
validation[          , genome  9164] predictions:    9777/  10000 (97.77%), best:    9844/10000 (98.44%), error:       704.77051, best error:       513.83368 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 314.4487304688s, input_fired_time: 4.3516736031, output_fired_time: 4.1903514862, propagate_forward_time: 119.8640518188, propagate_backward_time: 181.0807342529, weight_update_time: 0.3327926695, other_time: 4.9619293213
epoch time: 25.4916667938s, input_fired_time: 0.5364341140, output_fired_time: 0.0000000000, propagate_forward_time: 24.0240974426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9311351776
validation[          , genome  9164] predictions:    9811/  10000 (98.11%), best:    9844/10000 (98.44%), error:       588.03607, best error:       513.83368 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 313.9151306152s, input_fired_time: 4.3549857140, output_fired_time: 4.1811084747, propagate_forward_time: 119.6487579346, propagate_backward_time: 180.7507324219, weight_update_time: 0.3339014351, other_time: 4.9795379639
epoch time: 25.4395923615s, input_fired_time: 0.5258494616, output_fired_time: 0.0000000000, propagate_forward_time: 24.0154857635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8982563019
validation[          , genome  9164] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       488.39197, best error:       488.39197 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 316.6624450684s, input_fired_time: 4.4468684196, output_fired_time: 4.2262291908, propagate_forward_time: 120.6042938232, propagate_backward_time: 182.1862030029, weight_update_time: 0.3428371251, other_time: 5.1988525391
epoch time: 25.6893291473s, input_fired_time: 0.5300525427, output_fired_time: 0.0000000000, propagate_forward_time: 24.2586612701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9006156921
validation[          , genome  9164] predictions:    9838/  10000 (98.38%), best:    9841/10000 (98.41%), error:       522.48486, best error:       488.39197 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 315.0977478027s, input_fired_time: 4.4536695480, output_fired_time: 4.2065725327, propagate_forward_time: 120.1287002563, propagate_backward_time: 181.1220245361, weight_update_time: 0.3418814242, other_time: 5.1867828369
epoch time: 25.4827384949s, input_fired_time: 0.5366366506, output_fired_time: 0.0000000000, propagate_forward_time: 24.0125312805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9335708618
validation[          , genome  9164] predictions:    9758/  10000 (97.58%), best:    9841/10000 (98.41%), error:       751.59613, best error:       488.39197 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 314.8043212891s, input_fired_time: 4.4511241913, output_fired_time: 4.1936535835, propagate_forward_time: 119.9468994141, propagate_backward_time: 181.0092773438, weight_update_time: 0.3427152634, other_time: 5.2033691406
epoch time: 25.2563705444s, input_fired_time: 0.5403802395, output_fired_time: 0.0000000000, propagate_forward_time: 23.7718143463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9441757202
validation[          , genome  9164] predictions:    9806/  10000 (98.06%), best:    9841/10000 (98.41%), error:       597.62122, best error:       488.39197 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 316.2140502930s, input_fired_time: 4.4535589218, output_fired_time: 4.2257604599, propagate_forward_time: 120.4684295654, propagate_backward_time: 181.8546905518, weight_update_time: 0.3436251283, other_time: 5.2116088867
epoch time: 25.5875606537s, input_fired_time: 0.5399066210, output_fired_time: 0.0000000000, propagate_forward_time: 24.1145286560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9331245422
validation[          , genome  9164] predictions:    9821/  10000 (98.21%), best:    9841/10000 (98.41%), error:       584.89551, best error:       488.39197 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 314.6417236328s, input_fired_time: 4.4273548126, output_fired_time: 4.1944980621, propagate_forward_time: 119.9916076660, propagate_backward_time: 180.8690948486, weight_update_time: 0.3392083347, other_time: 5.1591644287
epoch time: 25.4127025604s, input_fired_time: 0.5381100774, output_fired_time: 0.0000000000, propagate_forward_time: 23.9399185181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9346733093
validation[          , genome  9164] predictions:    9827/  10000 (98.27%), best:    9841/10000 (98.41%), error:       580.96655, best error:       488.39197 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 316.0926513672s, input_fired_time: 4.4476222992, output_fired_time: 4.2207493782, propagate_forward_time: 120.3892593384, propagate_backward_time: 181.8253326416, weight_update_time: 0.3437409103, other_time: 5.2096710205
epoch time: 25.6544437408s, input_fired_time: 0.5397732854, output_fired_time: 0.0000000000, propagate_forward_time: 24.1808490753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9338207245
validation[          , genome  9164] predictions:    9841/  10000 (98.41%), best:    9841/10000 (98.41%), error:       509.25159, best error:       488.39197 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 318.0376892090s, input_fired_time: 4.4433550835, output_fired_time: 4.2265229225, propagate_forward_time: 121.4378890991, propagate_backward_time: 182.7739105225, weight_update_time: 0.3401007056, other_time: 5.1559906006
epoch time: 25.4158802032s, input_fired_time: 0.5283333063, output_fired_time: 0.0000000000, propagate_forward_time: 23.9924278259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8951187134
validation[          , genome  9164] predictions:    9836/  10000 (98.36%), best:    9841/10000 (98.41%), error:       534.96075, best error:       488.39197 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 315.3847961426s, input_fired_time: 4.3914923668, output_fired_time: 4.2050404549, propagate_forward_time: 120.3223571777, propagate_backward_time: 181.4272613525, weight_update_time: 0.3346330523, other_time: 5.0386505127
epoch time: 25.4565353394s, input_fired_time: 0.5328667164, output_fired_time: 0.0000000000, propagate_forward_time: 24.0235061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9001617432
validation[          , genome  9164] predictions:    9790/  10000 (97.90%), best:    9841/10000 (98.41%), error:       621.00928, best error:       488.39197 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 316.5244445801s, input_fired_time: 4.4729208946, output_fired_time: 4.2243056297, propagate_forward_time: 120.7311706543, propagate_backward_time: 181.8664703369, weight_update_time: 0.3437207639, other_time: 5.2295684814
epoch time: 25.4969177246s, input_fired_time: 0.5404078960, output_fired_time: 0.0000000000, propagate_forward_time: 24.0215263367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9349842072
validation[          , genome  9164] predictions:    9835/  10000 (98.35%), best:    9841/10000 (98.41%), error:       520.19415, best error:       488.39197 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 315.0461730957s, input_fired_time: 4.3626089096, output_fired_time: 4.1998653412, propagate_forward_time: 120.0995407104, propagate_backward_time: 181.4091796875, weight_update_time: 0.3348246515, other_time: 4.9749755859
epoch time: 25.4222602844s, input_fired_time: 0.5313577056, output_fired_time: 0.0000000000, propagate_forward_time: 24.0021038055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8887996674
validation[          , genome  9164] predictions:    9827/  10000 (98.27%), best:    9841/10000 (98.41%), error:       554.04236, best error:       488.39197 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 315.4769897461s, input_fired_time: 4.3695220947, output_fired_time: 4.2055606842, propagate_forward_time: 120.2372970581, propagate_backward_time: 181.5888366699, weight_update_time: 0.3351068795, other_time: 5.0757751465
epoch time: 25.4859066010s, input_fired_time: 0.5324738622, output_fired_time: 0.0000000000, propagate_forward_time: 24.0533618927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9000701904
validation[          , genome  9164] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       455.52716, best error:       455.52716 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 315.6544494629s, input_fired_time: 4.3750662804, output_fired_time: 4.2071480751, propagate_forward_time: 120.4063873291, propagate_backward_time: 181.6667480469, weight_update_time: 0.3345788419, other_time: 4.9990997314
epoch time: 25.4520969391s, input_fired_time: 0.5324523449, output_fired_time: 0.0000000000, propagate_forward_time: 24.0260429382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8936023712
validation[          , genome  9164] predictions:    9831/  10000 (98.31%), best:    9877/10000 (98.77%), error:       570.72321, best error:       455.52716 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 313.7488403320s, input_fired_time: 4.4403476715, output_fired_time: 4.1780619621, propagate_forward_time: 119.4847488403, propagate_backward_time: 180.4554595947, weight_update_time: 0.3413837254, other_time: 5.1902313232
epoch time: 25.2717666626s, input_fired_time: 0.5404164791, output_fired_time: 0.0000000000, propagate_forward_time: 23.7935791016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9377708435
validation[          , genome  9164] predictions:    9810/  10000 (98.10%), best:    9877/10000 (98.77%), error:       590.71136, best error:       455.52716 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 315.9734191895s, input_fired_time: 4.4508547783, output_fired_time: 4.2214345932, propagate_forward_time: 120.2812042236, propagate_backward_time: 181.8432617188, weight_update_time: 0.3440971971, other_time: 5.1766510010
epoch time: 25.4344501495s, input_fired_time: 0.5293259025, output_fired_time: 0.0000000000, propagate_forward_time: 24.0107688904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8943557739
validation[          , genome  9164] predictions:    9844/  10000 (98.44%), best:    9877/10000 (98.77%), error:       477.57394, best error:       455.52716 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 314.4385986328s, input_fired_time: 4.4534873962, output_fired_time: 4.1984100342, propagate_forward_time: 119.6822433472, propagate_backward_time: 180.9097747803, weight_update_time: 0.3422940671, other_time: 5.1946563721
epoch time: 25.2136783600s, input_fired_time: 0.5400345922, output_fired_time: 0.0000000000, propagate_forward_time: 23.7399253845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9337177277
validation[          , genome  9164] predictions:    9805/  10000 (98.05%), best:    9877/10000 (98.77%), error:       612.87415, best error:       455.52716 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 315.7087707520s, input_fired_time: 4.3750534058, output_fired_time: 4.2134428024, propagate_forward_time: 120.4044876099, propagate_backward_time: 181.7353973389, weight_update_time: 0.3343859315, other_time: 4.9803924561
epoch time: 25.5454940796s, input_fired_time: 0.5338623524, output_fired_time: 0.0000000000, propagate_forward_time: 24.1184291840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8932018280
validation[          , genome  9164] predictions:    9836/  10000 (98.36%), best:    9877/10000 (98.77%), error:       482.35577, best error:       455.52716 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 314.4910278320s, input_fired_time: 4.3695902824, output_fired_time: 4.1865453720, propagate_forward_time: 119.9747772217, propagate_backward_time: 180.9666748047, weight_update_time: 0.3331997097, other_time: 4.9934234619
epoch time: 25.4706192017s, input_fired_time: 0.5448747873, output_fired_time: 0.0000000000, propagate_forward_time: 23.9948596954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9308853149
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9877/10000 (98.77%), error:       518.28314, best error:       455.52716 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 314.5009155273s, input_fired_time: 4.4164767265, output_fired_time: 4.2005681992, propagate_forward_time: 119.8059997559, propagate_backward_time: 180.9845581055, weight_update_time: 0.3406636715, other_time: 5.0933227539
epoch time: 25.4654617310s, input_fired_time: 0.5309427977, output_fired_time: 0.0000000000, propagate_forward_time: 24.0375709534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8969478607
validation[          , genome  9164] predictions:    9836/  10000 (98.36%), best:    9877/10000 (98.77%), error:       514.38348, best error:       455.52716 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 315.6218566895s, input_fired_time: 4.4683175087, output_fired_time: 4.2188553810, propagate_forward_time: 120.1267623901, propagate_backward_time: 181.6029510498, weight_update_time: 0.3444309235, other_time: 5.2049713135
epoch time: 25.5065307617s, input_fired_time: 0.5436360836, output_fired_time: 0.0000000000, propagate_forward_time: 24.0279922485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9349021912
validation[          , genome  9164] predictions:    9857/  10000 (98.57%), best:    9877/10000 (98.77%), error:       472.30829, best error:       455.52716 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 314.6803894043s, input_fired_time: 4.3694887161, output_fired_time: 4.1884660721, propagate_forward_time: 119.8796539307, propagate_backward_time: 181.2735595703, weight_update_time: 0.3351224065, other_time: 4.9692230225
epoch time: 25.4259891510s, input_fired_time: 0.5355821252, output_fired_time: 0.0000000000, propagate_forward_time: 23.9949722290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8954353333
validation[          , genome  9164] predictions:    9832/  10000 (98.32%), best:    9877/10000 (98.77%), error:       548.27765, best error:       455.52716 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 314.9506225586s, input_fired_time: 4.3872785568, output_fired_time: 4.1988191605, propagate_forward_time: 120.0099563599, propagate_backward_time: 181.3459777832, weight_update_time: 0.3350461423, other_time: 5.0086059570
epoch time: 25.3522949219s, input_fired_time: 0.5399783850, output_fired_time: 0.0000000000, propagate_forward_time: 23.8865661621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9257507324
validation[          , genome  9164] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       506.65054, best error:       455.52716 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 316.5035095215s, input_fired_time: 4.3861708641, output_fired_time: 4.2172999382, propagate_forward_time: 120.6663742065, propagate_backward_time: 182.2347412109, weight_update_time: 0.3367197514, other_time: 4.9989318848
epoch time: 25.5337104797s, input_fired_time: 0.5324181318, output_fired_time: 0.0000000000, propagate_forward_time: 24.0997924805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9015007019
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9877/10000 (98.77%), error:       496.04391, best error:       455.52716 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 315.5393371582s, input_fired_time: 4.4646768570, output_fired_time: 4.2080817223, propagate_forward_time: 120.1815032959, propagate_backward_time: 181.4836120605, weight_update_time: 0.3438872993, other_time: 5.2014617920
epoch time: 25.4127960205s, input_fired_time: 0.5444654822, output_fired_time: 0.0000000000, propagate_forward_time: 23.9402103424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9281196594
validation[          , genome  9164] predictions:    9833/  10000 (98.33%), best:    9877/10000 (98.77%), error:       536.10187, best error:       455.52716 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 313.8920593262s, input_fired_time: 4.4665579796, output_fired_time: 4.1894683838, propagate_forward_time: 119.5477218628, propagate_backward_time: 180.4907989502, weight_update_time: 0.3431336880, other_time: 5.1974945068
epoch time: 25.4347629547s, input_fired_time: 0.5453025103, output_fired_time: 0.0000000000, propagate_forward_time: 23.9551582336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9343013763
validation[          , genome  9164] predictions:    9861/  10000 (98.61%), best:    9877/10000 (98.77%), error:       492.07654, best error:       455.52716 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 315.6229858398s, input_fired_time: 4.3899574280, output_fired_time: 4.2111620903, propagate_forward_time: 120.3640594482, propagate_backward_time: 181.6818695068, weight_update_time: 0.3350833356, other_time: 4.9759521484
epoch time: 25.5611038208s, input_fired_time: 0.5350110531, output_fired_time: 0.0000000000, propagate_forward_time: 24.1268386841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8992538452
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9877/10000 (98.77%), error:       510.40201, best error:       455.52716 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 314.2957763672s, input_fired_time: 4.4682226181, output_fired_time: 4.2009401321, propagate_forward_time: 119.6523284912, propagate_backward_time: 180.7997741699, weight_update_time: 0.3422079086, other_time: 5.1745147705
epoch time: 25.3866100311s, input_fired_time: 0.5455662608, output_fired_time: 0.0000000000, propagate_forward_time: 23.9101600647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9308834076
validation[          , genome  9164] predictions:    9843/  10000 (98.43%), best:    9877/10000 (98.77%), error:       503.84531, best error:       455.52716 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 314.9010620117s, input_fired_time: 4.3822431564, output_fired_time: 4.2042913437, propagate_forward_time: 119.9784545898, propagate_backward_time: 181.3643951416, weight_update_time: 0.3352805972, other_time: 4.9716949463
epoch time: 25.4881458282s, input_fired_time: 0.5313968062, output_fired_time: 0.0000000000, propagate_forward_time: 24.0554523468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9012966156
validation[          , genome  9164] predictions:    9756/  10000 (97.56%), best:    9877/10000 (98.77%), error:       799.02545, best error:       455.52716 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 314.6985473633s, input_fired_time: 4.3849539757, output_fired_time: 4.1951599121, propagate_forward_time: 120.0195617676, propagate_backward_time: 181.1220397949, weight_update_time: 0.3355710506, other_time: 4.9768371582
epoch time: 25.6022357941s, input_fired_time: 0.5370225310, output_fired_time: 0.0000000000, propagate_forward_time: 24.1657428741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8994712830
validation[          , genome  9164] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       428.17026, best error:       428.17026 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 313.9895629883s, input_fired_time: 4.3986854553, output_fired_time: 4.1831464767, propagate_forward_time: 119.6854476929, propagate_backward_time: 180.7038574219, weight_update_time: 0.3347297311, other_time: 5.0184326172
epoch time: 25.4340724945s, input_fired_time: 0.5360066891, output_fired_time: 0.0000000000, propagate_forward_time: 24.0001792908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8978862762
validation[          , genome  9164] predictions:    9857/  10000 (98.57%), best:    9875/10000 (98.75%), error:       452.59534, best error:       428.17026 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 314.2447204590s, input_fired_time: 4.4628605843, output_fired_time: 4.1986045837, propagate_forward_time: 119.6990585327, propagate_backward_time: 180.6807403564, weight_update_time: 0.3449256420, other_time: 5.2034454346
epoch time: 25.5222988129s, input_fired_time: 0.5473996401, output_fired_time: 0.0000000000, propagate_forward_time: 24.0424633026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9324359894
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9875/10000 (98.75%), error:       486.31836, best error:       428.17026 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 314.3157348633s, input_fired_time: 4.3880119324, output_fired_time: 4.1872606277, propagate_forward_time: 119.8833465576, propagate_backward_time: 180.8717041016, weight_update_time: 0.3339258730, other_time: 4.9854278564
epoch time: 25.4294071198s, input_fired_time: 0.5371408463, output_fired_time: 0.0000000000, propagate_forward_time: 23.9975757599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8946895599
validation[          , genome  9164] predictions:    9841/  10000 (98.41%), best:    9875/10000 (98.75%), error:       521.20410, best error:       428.17026 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 314.5953979492s, input_fired_time: 4.3824334145, output_fired_time: 4.1954159737, propagate_forward_time: 119.8941955566, propagate_backward_time: 181.1296386719, weight_update_time: 0.3340691328, other_time: 4.9937133789
epoch time: 25.4505138397s, input_fired_time: 0.5365148187, output_fired_time: 0.0000000000, propagate_forward_time: 24.0157089233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8982906342
validation[          , genome  9164] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       487.98181, best error:       428.17026 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 314.1104125977s, input_fired_time: 4.3820548058, output_fired_time: 4.1900901794, propagate_forward_time: 119.7007980347, propagate_backward_time: 180.8613739014, weight_update_time: 0.3331977129, other_time: 4.9760894775
epoch time: 25.3173217773s, input_fired_time: 0.5329850316, output_fired_time: 0.0000000000, propagate_forward_time: 23.8826141357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9017219543
validation[          , genome  9164] predictions:    9820/  10000 (98.20%), best:    9875/10000 (98.75%), error:       561.90680, best error:       428.17026 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 315.5185546875s, input_fired_time: 4.4359259605, output_fired_time: 4.2042245865, propagate_forward_time: 120.1793289185, propagate_backward_time: 181.5977020264, weight_update_time: 0.3409387767, other_time: 5.1013946533
epoch time: 25.6198139191s, input_fired_time: 0.5471851230, output_fired_time: 0.0000000000, propagate_forward_time: 24.1375598907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9350681305
validation[          , genome  9164] predictions:    9843/  10000 (98.43%), best:    9875/10000 (98.75%), error:       494.82813, best error:       428.17026 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 315.1830139160s, input_fired_time: 4.4818248749, output_fired_time: 4.1977033615, propagate_forward_time: 120.1914215088, propagate_backward_time: 181.1079406738, weight_update_time: 0.3425098062, other_time: 5.2041473389
epoch time: 25.6800670624s, input_fired_time: 0.5466628671, output_fired_time: 0.0000000000, propagate_forward_time: 24.1995887756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9338150024
validation[          , genome  9164] predictions:    9830/  10000 (98.30%), best:    9875/10000 (98.75%), error:       511.49384, best error:       428.17026 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 315.0073547363s, input_fired_time: 4.3977627754, output_fired_time: 4.2068972588, propagate_forward_time: 120.1035461426, propagate_backward_time: 181.3240203857, weight_update_time: 0.3332617283, other_time: 4.9751129150
epoch time: 25.5694427490s, input_fired_time: 0.5366171002, output_fired_time: 0.0000000000, propagate_forward_time: 24.1365661621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8962593079
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       485.82697, best error:       428.17026 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 314.9772338867s, input_fired_time: 4.3838105202, output_fired_time: 4.2014169693, propagate_forward_time: 120.0741424561, propagate_backward_time: 181.3431243896, weight_update_time: 0.3332619071, other_time: 4.9747314453
epoch time: 25.3958835602s, input_fired_time: 0.5322070718, output_fired_time: 0.0000000000, propagate_forward_time: 23.9677181244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8959579468
validation[          , genome  9164] predictions:    9824/  10000 (98.24%), best:    9875/10000 (98.75%), error:       589.59576, best error:       428.17026 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 316.2390136719s, input_fired_time: 4.4941883087, output_fired_time: 4.2153186798, propagate_forward_time: 120.3539276123, propagate_backward_time: 181.9691162109, weight_update_time: 0.3429362178, other_time: 5.2064361572
epoch time: 25.5868015289s, input_fired_time: 0.5439746976, output_fired_time: 0.0000000000, propagate_forward_time: 24.1103267670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9325008392
validation[          , genome  9164] predictions:    9850/  10000 (98.50%), best:    9875/10000 (98.75%), error:       467.77414, best error:       428.17026 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 316.6216735840s, input_fired_time: 4.4860491753, output_fired_time: 4.2125697136, propagate_forward_time: 120.6080245972, propagate_backward_time: 182.1158599854, weight_update_time: 0.3431050479, other_time: 5.1991729736
epoch time: 25.5790729523s, input_fired_time: 0.5463883281, output_fired_time: 0.0000000000, propagate_forward_time: 24.0982933044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9343910217
validation[          , genome  9164] predictions:    9864/  10000 (98.64%), best:    9875/10000 (98.75%), error:       431.18591, best error:       428.17026 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 314.6647949219s, input_fired_time: 4.4832987785, output_fired_time: 4.1926584244, propagate_forward_time: 119.8979568481, propagate_backward_time: 180.8919525146, weight_update_time: 0.3454296589, other_time: 5.1989288330
epoch time: 25.4777183533s, input_fired_time: 0.5471925735, output_fired_time: 0.0000000000, propagate_forward_time: 23.9950962067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9354305267
validation[          , genome  9164] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       486.66522, best error:       428.17026 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 316.0678710938s, input_fired_time: 4.4885253906, output_fired_time: 4.2371954918, propagate_forward_time: 120.2631301880, propagate_backward_time: 181.8688201904, weight_update_time: 0.3430065811, other_time: 5.2102203369
epoch time: 25.5781803131s, input_fired_time: 0.5476184487, output_fired_time: 0.0000000000, propagate_forward_time: 24.0954723358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9350891113
validation[          , genome  9164] predictions:    9865/  10000 (98.65%), best:    9875/10000 (98.75%), error:       448.59421, best error:       428.17026 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 315.9424743652s, input_fired_time: 4.4714293480, output_fired_time: 4.2132015228, propagate_forward_time: 120.4118041992, propagate_backward_time: 181.6688079834, weight_update_time: 0.3430098295, other_time: 5.1772308350
epoch time: 25.6179752350s, input_fired_time: 0.5486260056, output_fired_time: 0.0000000000, propagate_forward_time: 24.1329250336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9364242554
validation[          , genome  9164] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       455.35046, best error:       428.17026 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 313.5827026367s, input_fired_time: 4.4828672409, output_fired_time: 4.1758241653, propagate_forward_time: 119.4901428223, propagate_backward_time: 180.2341308594, weight_update_time: 0.3397801518, other_time: 5.1997375488
epoch time: 25.3878746033s, input_fired_time: 0.5484145284, output_fired_time: 0.0000000000, propagate_forward_time: 23.9067668915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9326934814
validation[          , genome  9164] predictions:    9840/  10000 (98.40%), best:    9875/10000 (98.75%), error:       528.76349, best error:       428.17026 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 315.8867492676s, input_fired_time: 4.4453315735, output_fired_time: 4.2169494629, propagate_forward_time: 120.3353576660, propagate_backward_time: 181.8143157959, weight_update_time: 0.3372932673, other_time: 5.0747833252
epoch time: 25.3754787445s, input_fired_time: 0.5407493711, output_fired_time: 0.0000000000, propagate_forward_time: 23.9024810791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9322490692
validation[          , genome  9164] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       486.06824, best error:       428.17026 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 314.7573242188s, input_fired_time: 4.3953318596, output_fired_time: 4.1965670586, propagate_forward_time: 119.9539947510, propagate_backward_time: 181.2094116211, weight_update_time: 0.3351865709, other_time: 5.0020294189
epoch time: 25.4513263702s, input_fired_time: 0.5358460546, output_fired_time: 0.0000000000, propagate_forward_time: 24.0201911926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8952884674
validation[          , genome  9164] predictions:    9870/  10000 (98.70%), best:    9875/10000 (98.75%), error:       456.08557, best error:       428.17026 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 315.5830383301s, input_fired_time: 4.4854149818, output_fired_time: 4.2170138359, propagate_forward_time: 120.0655059814, propagate_backward_time: 181.6238403320, weight_update_time: 0.3427012265, other_time: 5.1912689209
epoch time: 25.4992847443s, input_fired_time: 0.5492838025, output_fired_time: 0.0000000000, propagate_forward_time: 24.0153217316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9346790314
validation[          , genome  9164] predictions:    9842/  10000 (98.42%), best:    9875/10000 (98.75%), error:       521.44067, best error:       428.17026 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 314.0658569336s, input_fired_time: 4.4112515450, output_fired_time: 4.1786966324, propagate_forward_time: 119.7495193481, propagate_backward_time: 180.7091827393, weight_update_time: 0.3344622254, other_time: 5.0171966553
epoch time: 25.4311447144s, input_fired_time: 0.5471616387, output_fired_time: 0.0000000000, propagate_forward_time: 23.9514980316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9324855804
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       521.90222, best error:       428.17026 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 316.4722595215s, input_fired_time: 4.4571390152, output_fired_time: 4.2306218147, propagate_forward_time: 120.5962524414, propagate_backward_time: 182.1065368652, weight_update_time: 0.3389719427, other_time: 5.0816955566
epoch time: 25.6507892609s, input_fired_time: 0.5486622453, output_fired_time: 0.0000000000, propagate_forward_time: 24.1670532227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9350738525
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9875/10000 (98.75%), error:       479.34042, best error:       428.17026 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 315.2353515625s, input_fired_time: 4.3933224678, output_fired_time: 4.2089834213, propagate_forward_time: 120.1344985962, propagate_backward_time: 181.5023345947, weight_update_time: 0.3340753913, other_time: 4.9962310791
epoch time: 25.3598423004s, input_fired_time: 0.5341067314, output_fired_time: 0.0000000000, propagate_forward_time: 23.9294147491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8963203430
validation[          , genome  9164] predictions:    9851/  10000 (98.51%), best:    9875/10000 (98.75%), error:       492.90466, best error:       428.17026 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 313.9892578125s, input_fired_time: 4.4149222374, output_fired_time: 4.1842322350, propagate_forward_time: 119.6282958984, propagate_backward_time: 180.7317810059, weight_update_time: 0.3335656226, other_time: 5.0300292969
epoch time: 25.3611640930s, input_fired_time: 0.5437052250, output_fired_time: 0.0000000000, propagate_forward_time: 23.8814315796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9360275269
validation[          , genome  9164] predictions:    9847/  10000 (98.47%), best:    9875/10000 (98.75%), error:       517.32849, best error:       428.17026 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 315.4310302734s, input_fired_time: 4.4118156433, output_fired_time: 4.2006373405, propagate_forward_time: 120.2718963623, propagate_backward_time: 181.5465240479, weight_update_time: 0.3336245418, other_time: 5.0001831055
epoch time: 25.4215049744s, input_fired_time: 0.5395950675, output_fired_time: 0.0000000000, propagate_forward_time: 23.9774017334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9045085907
validation[          , genome  9164] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       529.28162, best error:       428.17026 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 315.3013305664s, input_fired_time: 4.4322223663, output_fired_time: 4.2077913284, propagate_forward_time: 120.1707687378, propagate_backward_time: 181.4346923828, weight_update_time: 0.3357288539, other_time: 5.0558471680
epoch time: 25.3911705017s, input_fired_time: 0.5359733105, output_fired_time: 0.0000000000, propagate_forward_time: 23.9627456665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924522400
validation[          , genome  9164] predictions:    9852/  10000 (98.52%), best:    9875/10000 (98.75%), error:       499.25656, best error:       428.17026 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 315.9904479980s, input_fired_time: 4.5108094215, output_fired_time: 4.2197108269, propagate_forward_time: 120.3143844604, propagate_backward_time: 181.7506256104, weight_update_time: 0.3431257308, other_time: 5.1949310303
epoch time: 25.5133609772s, input_fired_time: 0.5486571193, output_fired_time: 0.0000000000, propagate_forward_time: 24.0306415558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9340629578
validation[          , genome  9164] predictions:    9873/  10000 (98.73%), best:    9875/10000 (98.75%), error:       450.69873, best error:       428.17026 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 315.2321472168s, input_fired_time: 4.4156723022, output_fired_time: 4.2039437294, propagate_forward_time: 120.3035736084, propagate_backward_time: 181.3109130859, weight_update_time: 0.3350363970, other_time: 4.9980316162
epoch time: 25.5700683594s, input_fired_time: 0.5386946797, output_fired_time: 0.0000000000, propagate_forward_time: 24.1356544495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8957195282
validation[          , genome  9164] predictions:    9854/  10000 (98.54%), best:    9875/10000 (98.75%), error:       507.58527, best error:       428.17026 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 316.1975708008s, input_fired_time: 4.4876418114, output_fired_time: 4.2061810493, propagate_forward_time: 120.3543395996, propagate_backward_time: 182.0112762451, weight_update_time: 0.3395067155, other_time: 5.1381378174
epoch time: 25.3921051025s, input_fired_time: 0.5492181182, output_fired_time: 0.0000000000, propagate_forward_time: 23.9076023102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9352855682
validation[          , genome  9164] predictions:    9859/  10000 (98.59%), best:    9875/10000 (98.75%), error:       465.23550, best error:       428.17026 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 316.5586547852s, input_fired_time: 4.4853215218, output_fired_time: 4.2219314575, propagate_forward_time: 120.5550918579, propagate_backward_time: 182.1485137939, weight_update_time: 0.3429307342, other_time: 5.1478118896
epoch time: 25.6151447296s, input_fired_time: 0.5490720272, output_fired_time: 0.0000000000, propagate_forward_time: 24.1329193115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9331531525
validation[          , genome  9164] predictions:    9867/  10000 (98.67%), best:    9875/10000 (98.75%), error:       456.71140, best error:       428.17026 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 315.6451416016s, input_fired_time: 4.5058479309, output_fired_time: 4.2161641121, propagate_forward_time: 120.1050796509, propagate_backward_time: 181.6088714600, weight_update_time: 0.3427985907, other_time: 5.2091827393
epoch time: 25.5551147461s, input_fired_time: 0.5498231649, output_fired_time: 0.0000000000, propagate_forward_time: 24.0694904327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9358005524
validation[          , genome  9164] predictions:    9730/  10000 (97.30%), best:    9875/10000 (98.75%), error:       847.10345, best error:       428.17026 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 314.2695617676s, input_fired_time: 4.4182157516, output_fired_time: 4.1935353279, propagate_forward_time: 119.8404312134, propagate_backward_time: 180.8101348877, weight_update_time: 0.3330498040, other_time: 5.0072479248
epoch time: 25.4549961090s, input_fired_time: 0.5494025350, output_fired_time: 0.0000000000, propagate_forward_time: 23.9735908508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9320030212
validation[          , genome  9164] predictions:    9847/  10000 (98.47%), best:    9875/10000 (98.75%), error:       483.49289, best error:       428.17026 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 314.9553222656s, input_fired_time: 4.5009436607, output_fired_time: 4.1932482719, propagate_forward_time: 120.0170669556, propagate_backward_time: 181.0418548584, weight_update_time: 0.3418836892, other_time: 5.2022247314
epoch time: 25.3324527740s, input_fired_time: 0.5371048450, output_fired_time: 0.0000000000, propagate_forward_time: 23.8963165283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8990306854
validation[          , genome  9164] predictions:    9851/  10000 (98.51%), best:    9875/10000 (98.75%), error:       499.35693, best error:       428.17026 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 316.4978637695s, input_fired_time: 4.5132174492, output_fired_time: 4.2240490913, propagate_forward_time: 120.5620269775, propagate_backward_time: 181.9740295410, weight_update_time: 0.3438692987, other_time: 5.2245330811
epoch time: 25.6357994080s, input_fired_time: 0.5515243411, output_fired_time: 0.0000000000, propagate_forward_time: 24.1520290375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9322452545
validation[          , genome  9164] predictions:    9855/  10000 (98.55%), best:    9875/10000 (98.75%), error:       472.23727, best error:       428.17026 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 315.5681152344s, input_fired_time: 4.4789633751, output_fired_time: 4.2147803307, propagate_forward_time: 120.1607208252, propagate_backward_time: 181.5811614990, weight_update_time: 0.3395175338, other_time: 5.1324768066
epoch time: 25.6326446533s, input_fired_time: 0.5528326631, output_fired_time: 0.0000000000, propagate_forward_time: 24.1434593201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9363517761
validation[          , genome  9164] predictions:    9835/  10000 (98.35%), best:    9875/10000 (98.75%), error:       592.00732, best error:       428.17026 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 314.0380554199s, input_fired_time: 4.4033608437, output_fired_time: 4.1886897087, propagate_forward_time: 119.6723403931, propagate_backward_time: 180.8054809570, weight_update_time: 0.3326888680, other_time: 4.9682006836
epoch time: 25.4389038086s, input_fired_time: 0.5424755216, output_fired_time: 0.0000000000, propagate_forward_time: 23.9885959625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9078330994
validation[          , genome  9164] predictions:    9844/  10000 (98.44%), best:    9875/10000 (98.75%), error:       509.44214, best error:       428.17026 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 314.0852661133s, input_fired_time: 4.5049490929, output_fired_time: 4.1807804108, propagate_forward_time: 119.5969238281, propagate_backward_time: 180.6168670654, weight_update_time: 0.3405689001, other_time: 5.1857452393
epoch time: 25.4360637665s, input_fired_time: 0.5520792007, output_fired_time: 0.0000000000, propagate_forward_time: 23.9513969421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9325866699
validation[          , genome  9164] predictions:    9847/  10000 (98.47%), best:    9875/10000 (98.75%), error:       500.42914, best error:       428.17026 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 315.5943603516s, input_fired_time: 4.4700074196, output_fired_time: 4.2096247673, propagate_forward_time: 120.1288223267, propagate_backward_time: 181.6479339600, weight_update_time: 0.3412045240, other_time: 5.1379852295
epoch time: 25.5767631531s, input_fired_time: 0.5438839197, output_fired_time: 0.0000000000, propagate_forward_time: 24.1317577362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9011211395
validation[          , genome  9164] predictions:    9858/  10000 (98.58%), best:    9875/10000 (98.75%), error:       477.17972, best error:       428.17026 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 316.0213012695s, input_fired_time: 4.4702219963, output_fired_time: 4.2332668304, propagate_forward_time: 120.2604904175, propagate_backward_time: 181.9128570557, weight_update_time: 0.3421455324, other_time: 5.1444549561
epoch time: 25.5525741577s, input_fired_time: 0.5542799234, output_fired_time: 0.0000000000, propagate_forward_time: 24.0669269562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9313678741
validation[          , genome  9164] predictions:    9841/  10000 (98.41%), best:    9875/10000 (98.75%), error:       530.61407, best error:       428.17026 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 316.1681518555s, input_fired_time: 4.5189719200, output_fired_time: 4.2262468338, propagate_forward_time: 120.3516540527, propagate_backward_time: 181.8283843994, weight_update_time: 0.3462084234, other_time: 5.2428741455
epoch time: 25.6418704987s, input_fired_time: 0.5550866723, output_fired_time: 0.0000000000, propagate_forward_time: 24.1497287750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9370555878
validation[          , genome  9164] predictions:    9802/  10000 (98.02%), best:    9875/10000 (98.75%), error:       654.10992, best error:       428.17026 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 314.5088806152s, input_fired_time: 4.4838562012, output_fired_time: 4.1956949234, propagate_forward_time: 119.7196121216, propagate_backward_time: 180.9623107910, weight_update_time: 0.3402293622, other_time: 5.1473999023
epoch time: 25.4183559418s, input_fired_time: 0.5506961942, output_fired_time: 0.0000000000, propagate_forward_time: 23.9379539490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9297065735
validation[          , genome  9164] predictions:    9690/  10000 (96.90%), best:    9875/10000 (98.75%), error:      1024.43445, best error:       428.17026 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 315.1645507813s, input_fired_time: 4.4044184685, output_fired_time: 4.1960840225, propagate_forward_time: 120.2004547119, propagate_backward_time: 181.3792114258, weight_update_time: 0.3348459303, other_time: 4.9843902588
epoch time: 25.5521430969s, input_fired_time: 0.5411989689, output_fired_time: 0.0000000000, propagate_forward_time: 24.1121978760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8987464905
validation[          , genome  9164] predictions:    9852/  10000 (98.52%), best:    9875/10000 (98.75%), error:       508.79007, best error:       428.17026 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 316.3189697266s, input_fired_time: 4.4354467392, output_fired_time: 4.2128367424, propagate_forward_time: 120.6012878418, propagate_backward_time: 182.0722503662, weight_update_time: 0.3361998498, other_time: 4.9971466064
epoch time: 25.7323703766s, input_fired_time: 0.5557613373, output_fired_time: 0.0000000000, propagate_forward_time: 24.2385044098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9381046295
validation[          , genome  9164] predictions:    9861/  10000 (98.61%), best:    9875/10000 (98.75%), error:       506.70123, best error:       428.17026 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 313.8377075195s, input_fired_time: 4.4903616905, output_fired_time: 4.1873698235, propagate_forward_time: 119.3756790161, propagate_backward_time: 180.6038513184, weight_update_time: 0.3427758813, other_time: 5.1804504395
epoch time: 25.2019329071s, input_fired_time: 0.5492681861, output_fired_time: 0.0000000000, propagate_forward_time: 23.7134437561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9392204285
validation[          , genome  9164] predictions:    9848/  10000 (98.48%), best:    9875/10000 (98.75%), error:       490.23340, best error:       428.17026 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 316.6891479492s, input_fired_time: 4.5294723511, output_fired_time: 4.2531251907, propagate_forward_time: 120.5097656250, propagate_backward_time: 182.1842193604, weight_update_time: 0.3438695669, other_time: 5.2125701904
epoch time: 25.6032886505s, input_fired_time: 0.5421624184, output_fired_time: 0.0000000000, propagate_forward_time: 24.1625881195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8985385895
validation[          , genome  9164] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       522.98932, best error:       428.17026 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 314.2899169922s, input_fired_time: 4.5058979988, output_fired_time: 4.1888966560, propagate_forward_time: 119.7493438721, propagate_backward_time: 180.6391448975, weight_update_time: 0.3416516483, other_time: 5.2066345215
epoch time: 25.4657325745s, input_fired_time: 0.5477281213, output_fired_time: 0.0000000000, propagate_forward_time: 23.9829368591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9350681305
validation[          , genome  9164] predictions:    9845/  10000 (98.45%), best:    9875/10000 (98.75%), error:       493.43256, best error:       428.17026 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 315.2728576660s, input_fired_time: 4.4157276154, output_fired_time: 4.2045478821, propagate_forward_time: 120.0880050659, propagate_backward_time: 181.5839080811, weight_update_time: 0.3334273994, other_time: 4.9806365967
epoch time: 25.0245990753s, input_fired_time: 0.5414130688, output_fired_time: 0.0000000000, propagate_forward_time: 23.5986728668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8845138550
validation[          , genome  9164] predictions:    9787/  10000 (97.87%), best:    9875/10000 (98.75%), error:       705.86304, best error:       428.17026 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 315.5815124512s, input_fired_time: 4.4179496765, output_fired_time: 4.2155833244, propagate_forward_time: 120.2869262695, propagate_backward_time: 181.6866607666, weight_update_time: 0.3338769674, other_time: 4.9744110107
epoch time: 25.4610824585s, input_fired_time: 0.5488770604, output_fired_time: 0.0000000000, propagate_forward_time: 24.0053939819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9068107605
validation[          , genome  9164] predictions:    9854/  10000 (98.54%), best:    9875/10000 (98.75%), error:       487.50839, best error:       428.17026 on epoch:    54, 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: 127.7193756104s, input_fired_time: 2.6954846382, output_fired_time: 0.0000000000, propagate_forward_time: 120.4177780151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6061096191
best training[          , genome  9164] predictions:   49947/  50000 (99.89%), best:    9875/10000 (98.75%), error:       451.69354, best error:       428.17026 on epoch:    54, 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: 25.5948123932s, input_fired_time: 0.5347757339, output_fired_time: 0.0000000000, propagate_forward_time: 24.1595344543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9005012512
   testing[          , genome  9164] predictions:    9885/  10000 (98.85%), best:    9875/10000 (98.75%), error:       386.19427, best error:       428.17026 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:47:46 (2664): called boinc_finish(0)

</stderr_txt>
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