Nameexact_genome_1512568488_43_6991_1
Workunit2606257
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:16:13 UTC
Report deadline16 Dec 2017, 14:31:16 UTC
Received8 Dec 2017, 17:26:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 32 min 43 sec
CPU time4 hours 32 min 40 sec
Validate stateValid
Credit2,158.86
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.76 MB
Peak swap size152.16 MB
Peak disk usage1.13 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
00, weight_update_time: 0.1380037367, other_time: 2.7170181274
epoch time: 12.0126829147s, input_fired_time: 0.1412343234, output_fired_time: 0.0000000000, propagate_forward_time: 11.3827724457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886760712
validation[          , genome  6991] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       912.76007, best error:       912.76007 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.1515808105s, input_fired_time: 1.3101147413, output_fired_time: 0.9500576258, propagate_forward_time: 58.4359626770, propagate_backward_time: 84.7385635376, weight_update_time: 0.1383387893, other_time: 2.7168807983
epoch time: 11.7715988159s, input_fired_time: 0.1390492022, output_fired_time: 0.0000000000, propagate_forward_time: 11.1492290497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833202362
validation[          , genome  6991] predictions:    9702/  10000 (97.02%), best:    9724/10000 (97.24%), error:       988.24036, best error:       912.76007 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.1108398438s, input_fired_time: 1.2967780828, output_fired_time: 0.9257665873, propagate_forward_time: 56.8130302429, propagate_backward_time: 82.4025573730, weight_update_time: 0.1354046166, other_time: 2.6726989746
epoch time: 12.4584026337s, input_fired_time: 0.1448799372, output_fired_time: 0.0000000000, propagate_forward_time: 11.8176403046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958820343
validation[          , genome  6991] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:      1000.82770, best error:       912.76007 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 149.5196380615s, input_fired_time: 1.3214557171, output_fired_time: 0.9535296559, propagate_forward_time: 58.9601173401, propagate_backward_time: 85.5490341187, weight_update_time: 0.1393863708, other_time: 2.7354965210
epoch time: 12.1957445145s, input_fired_time: 0.1440849006, output_fired_time: 0.0000000000, propagate_forward_time: 11.5632715225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883880615
validation[          , genome  6991] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       898.52991, best error:       898.52991 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.5620880127s, input_fired_time: 1.3159106970, output_fired_time: 0.9524957538, propagate_forward_time: 58.5528450012, propagate_backward_time: 85.0029296875, weight_update_time: 0.1386847198, other_time: 2.7378997803
epoch time: 12.4688186646s, input_fired_time: 0.1457641572, output_fired_time: 0.0000000000, propagate_forward_time: 11.8223438263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007104874
validation[          , genome  6991] predictions:    9605/  10000 (96.05%), best:    9734/10000 (97.34%), error:      1265.80933, best error:       898.52991 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 149.5693511963s, input_fired_time: 1.3195219040, output_fired_time: 0.9531549215, propagate_forward_time: 59.0242767334, propagate_backward_time: 85.5270614624, weight_update_time: 0.1391974390, other_time: 2.7453384399
epoch time: 12.4695644379s, input_fired_time: 0.1458299309, output_fired_time: 0.0000000000, propagate_forward_time: 11.8277378082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959964752
validation[          , genome  6991] predictions:    9643/  10000 (96.43%), best:    9734/10000 (97.34%), error:      1173.08801, best error:       898.52991 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.5570068359s, input_fired_time: 1.3159627914, output_fired_time: 0.9521414638, propagate_forward_time: 59.0703506470, propagate_backward_time: 85.4934082031, weight_update_time: 0.1389501393, other_time: 2.7251358032
epoch time: 12.4971685410s, input_fired_time: 0.1483449191, output_fired_time: 0.0000000000, propagate_forward_time: 11.8484468460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003767014
validation[          , genome  6991] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       899.16003, best error:       898.52991 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 149.3467864990s, input_fired_time: 1.3224873543, output_fired_time: 0.9534115195, propagate_forward_time: 58.9259643555, propagate_backward_time: 85.4106216431, weight_update_time: 0.1399089694, other_time: 2.7342910767
epoch time: 12.4674406052s, input_fired_time: 0.1470196992, output_fired_time: 0.0000000000, propagate_forward_time: 11.8218088150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986124039
validation[          , genome  6991] predictions:    9688/  10000 (96.88%), best:    9734/10000 (97.34%), error:      1012.84937, best error:       898.52991 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 149.6325988770s, input_fired_time: 1.3216451406, output_fired_time: 0.9500442147, propagate_forward_time: 59.0736198425, propagate_backward_time: 85.5629272461, weight_update_time: 0.1390720457, other_time: 2.7243652344
epoch time: 12.4800167084s, input_fired_time: 0.1478662789, output_fired_time: 0.0000000000, propagate_forward_time: 11.8356618881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964885712
validation[          , genome  6991] predictions:    9709/  10000 (97.09%), best:    9734/10000 (97.34%), error:       929.98383, best error:       898.52991 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 148.9654693604s, input_fired_time: 1.3198800087, output_fired_time: 0.9486426711, propagate_forward_time: 58.8108711243, propagate_backward_time: 85.1648330688, weight_update_time: 0.1388363838, other_time: 2.7212448120
epoch time: 12.4326038361s, input_fired_time: 0.1474534273, output_fired_time: 0.0000000000, propagate_forward_time: 11.7889280319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962224960
validation[          , genome  6991] predictions:    9709/  10000 (97.09%), best:    9734/10000 (97.34%), error:       946.17981, best error:       898.52991 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 149.6581115723s, input_fired_time: 1.3260554075, output_fired_time: 0.9538022876, propagate_forward_time: 59.1026382446, propagate_backward_time: 85.5452957153, weight_update_time: 0.1387697309, other_time: 2.7303314209
epoch time: 12.4752340317s, input_fired_time: 0.1464488357, output_fired_time: 0.0000000000, propagate_forward_time: 11.8287096024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000753403
validation[          , genome  6991] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       824.65558, best error:       824.65558 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 149.6604919434s, input_fired_time: 1.3225457668, output_fired_time: 0.9556736946, propagate_forward_time: 59.0692520142, propagate_backward_time: 85.5828857422, weight_update_time: 0.1393235028, other_time: 2.7301406860
epoch time: 12.4636459351s, input_fired_time: 0.1471314728, output_fired_time: 0.0000000000, propagate_forward_time: 11.8190660477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974479675
validation[          , genome  6991] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       889.89465, best error:       824.65558 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.5585021973s, input_fired_time: 1.3238281012, output_fired_time: 0.9530094266, propagate_forward_time: 59.0297355652, propagate_backward_time: 85.5244140625, weight_update_time: 0.1388517767, other_time: 2.7275238037
epoch time: 12.4720897675s, input_fired_time: 0.1471668035, output_fired_time: 0.0000000000, propagate_forward_time: 11.8277711868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971513748
validation[          , genome  6991] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       871.95331, best error:       824.65558 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.6734924316s, input_fired_time: 1.3230736256, output_fired_time: 0.9522262216, propagate_forward_time: 59.1077919006, propagate_backward_time: 85.5505294800, weight_update_time: 0.1393828690, other_time: 2.7398757935
epoch time: 12.4733591080s, input_fired_time: 0.1475244462, output_fired_time: 0.0000000000, propagate_forward_time: 11.8268003464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990339279
validation[          , genome  6991] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1068.09802, best error:       824.65558 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 149.4479827881s, input_fired_time: 1.3239368200, output_fired_time: 0.9521340132, propagate_forward_time: 59.0139732361, propagate_backward_time: 85.4177627563, weight_update_time: 0.1393023878, other_time: 2.7401657104
epoch time: 12.4537754059s, input_fired_time: 0.1472178698, output_fired_time: 0.0000000000, propagate_forward_time: 11.8081874847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983701706
validation[          , genome  6991] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1026.32837, best error:       824.65558 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 149.4946746826s, input_fired_time: 1.3259807825, output_fired_time: 0.9547506571, propagate_forward_time: 59.0328598022, propagate_backward_time: 85.4447708130, weight_update_time: 0.1390544623, other_time: 2.7363128662
epoch time: 12.4555568695s, input_fired_time: 0.1462752968, output_fired_time: 0.0000000000, propagate_forward_time: 11.8108263016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984550476
validation[          , genome  6991] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       997.96033, best error:       824.65558 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.4455718994s, input_fired_time: 1.3257831335, output_fired_time: 0.9470095038, propagate_forward_time: 59.0149192810, propagate_backward_time: 85.4327545166, weight_update_time: 0.1390977651, other_time: 2.7250976562
epoch time: 12.4562444687s, input_fired_time: 0.1473310590, output_fired_time: 0.0000000000, propagate_forward_time: 11.8131189346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957942963
validation[          , genome  6991] predictions:    9657/  10000 (96.57%), best:    9748/10000 (97.48%), error:      1116.51355, best error:       824.65558 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.0349884033s, input_fired_time: 1.3294728994, output_fired_time: 0.9513381720, propagate_forward_time: 58.7744216919, propagate_backward_time: 85.2527465820, weight_update_time: 0.1391504556, other_time: 2.7270126343
epoch time: 12.4274816513s, input_fired_time: 0.1481751800, output_fired_time: 0.0000000000, propagate_forward_time: 11.7817411423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975652695
validation[          , genome  6991] predictions:    9708/  10000 (97.08%), best:    9748/10000 (97.48%), error:       914.14685, best error:       824.65558 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.9878997803s, input_fired_time: 1.3341916800, output_fired_time: 0.9601754546, propagate_forward_time: 59.1907196045, propagate_backward_time: 85.7596740723, weight_update_time: 0.1392848045, other_time: 2.7431335449
epoch time: 12.4686365128s, input_fired_time: 0.1471054405, output_fired_time: 0.0000000000, propagate_forward_time: 11.8252506256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962806702
validation[          , genome  6991] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       936.25061, best error:       824.65558 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.8420257568s, input_fired_time: 1.3326847553, output_fired_time: 0.9544636607, propagate_forward_time: 59.1086387634, propagate_backward_time: 85.7089080811, weight_update_time: 0.1396891922, other_time: 2.7373199463
epoch time: 12.4769210815s, input_fired_time: 0.1490488350, output_fired_time: 0.0000000000, propagate_forward_time: 11.8285131454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993591309
validation[          , genome  6991] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       916.48358, best error:       824.65558 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.4902496338s, input_fired_time: 1.3225992918, output_fired_time: 0.9470167160, propagate_forward_time: 58.2491302490, propagate_backward_time: 84.2594223022, weight_update_time: 0.1377004385, other_time: 2.7120742798
epoch time: 11.5291090012s, input_fired_time: 0.1414047182, output_fired_time: 0.0000000000, propagate_forward_time: 10.9125652313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751386642
validation[          , genome  6991] predictions:    9691/  10000 (96.91%), best:    9748/10000 (97.48%), error:       999.35181, best error:       824.65558 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 146.0717926025s, input_fired_time: 1.3131910563, output_fired_time: 0.9351912737, propagate_forward_time: 57.7273635864, propagate_backward_time: 83.4025497437, weight_update_time: 0.1362103224, other_time: 2.6934967041
epoch time: 12.0297708511s, input_fired_time: 0.1449302733, output_fired_time: 0.0000000000, propagate_forward_time: 11.3986921310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861488342
validation[          , genome  6991] predictions:    9673/  10000 (96.73%), best:    9748/10000 (97.48%), error:      1038.04651, best error:       824.65558 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 147.9219665527s, input_fired_time: 1.3283959627, output_fired_time: 0.9432057142, propagate_forward_time: 58.3643379211, propagate_backward_time: 84.5617675781, weight_update_time: 0.1386289597, other_time: 2.7242584229
epoch time: 12.3473625183s, input_fired_time: 0.1474447250, output_fired_time: 0.0000000000, propagate_forward_time: 11.7025747299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973430634
validation[          , genome  6991] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       855.08997, best error:       824.65558 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 147.3387451172s, input_fired_time: 1.3229004145, output_fired_time: 0.9443951845, propagate_forward_time: 58.1147041321, propagate_backward_time: 84.2429046631, weight_update_time: 0.1373468637, other_time: 2.7138366699
epoch time: 12.4532155991s, input_fired_time: 0.1491575688, output_fired_time: 0.0000000000, propagate_forward_time: 11.8030862808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009717941
validation[          , genome  6991] predictions:    9707/  10000 (97.07%), best:    9748/10000 (97.48%), error:       942.24652, best error:       824.65558 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 147.8644561768s, input_fired_time: 1.3288786411, output_fired_time: 0.9457265139, propagate_forward_time: 58.3161239624, propagate_backward_time: 84.5494766235, weight_update_time: 0.1387036592, other_time: 2.7242584229
epoch time: 12.4825458527s, input_fired_time: 0.1489435583, output_fired_time: 0.0000000000, propagate_forward_time: 11.8352642059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983377457
validation[          , genome  6991] predictions:    9690/  10000 (96.90%), best:    9748/10000 (97.48%), error:       980.00098, best error:       824.65558 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.9886779785s, input_fired_time: 1.3372052908, output_fired_time: 0.9603855014, propagate_forward_time: 59.1626358032, propagate_backward_time: 85.7923507690, weight_update_time: 0.1404859573, other_time: 2.7360992432
epoch time: 12.4860677719s, input_fired_time: 0.1495781988, output_fired_time: 0.0000000000, propagate_forward_time: 11.8376178741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988718033
validation[          , genome  6991] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:       981.70593, best error:       824.65558 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 149.4686584473s, input_fired_time: 1.3325347900, output_fired_time: 0.9518314600, propagate_forward_time: 59.0377006531, propagate_backward_time: 85.4272689819, weight_update_time: 0.1389486790, other_time: 2.7193222046
epoch time: 12.4304466248s, input_fired_time: 0.1484823823, output_fired_time: 0.0000000000, propagate_forward_time: 11.7861938477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957704544
validation[          , genome  6991] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       824.34967, best error:       824.34967 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 148.7834777832s, input_fired_time: 1.3346101046, output_fired_time: 0.9559828639, propagate_forward_time: 58.6894531250, propagate_backward_time: 85.0815811157, weight_update_time: 0.1390501261, other_time: 2.7218551636
epoch time: 12.4128503799s, input_fired_time: 0.1482719183, output_fired_time: 0.0000000000, propagate_forward_time: 11.7686777115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959011078
validation[          , genome  6991] predictions:    9743/  10000 (97.43%), best:    9739/10000 (97.39%), error:       855.37299, best error:       824.34967 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 147.8589477539s, input_fired_time: 1.3280245066, output_fired_time: 0.9506903291, propagate_forward_time: 58.2735214233, propagate_backward_time: 84.5967025757, weight_update_time: 0.1383875310, other_time: 2.7100219727
epoch time: 12.3983821869s, input_fired_time: 0.1489814520, output_fired_time: 0.0000000000, propagate_forward_time: 11.7532529831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961481094
validation[          , genome  6991] predictions:    9737/  10000 (97.37%), best:    9739/10000 (97.39%), error:       883.42896, best error:       824.34967 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 149.5680541992s, input_fired_time: 1.3392897844, output_fired_time: 0.9606592655, propagate_forward_time: 58.9614639282, propagate_backward_time: 85.5679779053, weight_update_time: 0.1401125044, other_time: 2.7386550903
epoch time: 12.2626638412s, input_fired_time: 0.1469134390, output_fired_time: 0.0000000000, propagate_forward_time: 11.6234626770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922876358
validation[          , genome  6991] predictions:    9709/  10000 (97.09%), best:    9739/10000 (97.39%), error:       909.02533, best error:       824.34967 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.1348724365s, input_fired_time: 1.3253219128, output_fired_time: 0.9288473725, propagate_forward_time: 59.0436859131, propagate_backward_time: 85.1330642700, weight_update_time: 0.1393061429, other_time: 2.7039566040
epoch time: 12.4600019455s, input_fired_time: 0.1491031945, output_fired_time: 0.0000000000, propagate_forward_time: 11.8128976822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980010986
validation[          , genome  6991] predictions:    9744/  10000 (97.44%), best:    9739/10000 (97.39%), error:       844.84906, best error:       824.34967 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 149.2254638672s, input_fired_time: 1.3354320526, output_fired_time: 0.9486082792, propagate_forward_time: 58.8098526001, propagate_backward_time: 85.4054031372, weight_update_time: 0.1386922449, other_time: 2.7261657715
epoch time: 12.4671716690s, input_fired_time: 0.1504756361, output_fired_time: 0.0000000000, propagate_forward_time: 11.8195228577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971733093
validation[          , genome  6991] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       875.42108, best error:       824.34967 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 149.5218963623s, input_fired_time: 1.3387619257, output_fired_time: 0.9600796103, propagate_forward_time: 58.9271049500, propagate_backward_time: 85.5728836060, weight_update_time: 0.1397428960, other_time: 2.7230606079
epoch time: 12.4483814240s, input_fired_time: 0.1487886608, output_fired_time: 0.0000000000, propagate_forward_time: 11.7986259460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009670258
validation[          , genome  6991] predictions:    9680/  10000 (96.80%), best:    9739/10000 (97.39%), error:      1047.34351, best error:       824.34967 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.9639129639s, input_fired_time: 1.3406735659, output_fired_time: 0.9578691125, propagate_forward_time: 59.1230659485, propagate_backward_time: 85.8216476440, weight_update_time: 0.1397772580, other_time: 2.7206649780
epoch time: 12.4495506287s, input_fired_time: 0.1495722085, output_fired_time: 0.0000000000, propagate_forward_time: 11.8091831207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907951355
validation[          , genome  6991] predictions:    9740/  10000 (97.40%), best:    9739/10000 (97.39%), error:       836.50500, best error:       824.34967 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 150.0036621094s, input_fired_time: 1.3443903923, output_fired_time: 0.9558466673, propagate_forward_time: 59.1520614624, propagate_backward_time: 85.8333129883, weight_update_time: 0.1400840729, other_time: 2.7180557251
epoch time: 12.4758691788s, input_fired_time: 0.1502424628, output_fired_time: 0.0000000000, propagate_forward_time: 11.8317985535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938278198
validation[          , genome  6991] predictions:    9729/  10000 (97.29%), best:    9739/10000 (97.39%), error:       868.02271, best error:       824.34967 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 150.0673065186s, input_fired_time: 1.3411148787, output_fired_time: 0.9578940272, propagate_forward_time: 59.0999717712, propagate_backward_time: 85.9407196045, weight_update_time: 0.1401802152, other_time: 2.7276000977
epoch time: 12.4680175781s, input_fired_time: 0.1509384811, output_fired_time: 0.0000000000, propagate_forward_time: 11.8209781647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961013794
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       802.43665, best error:       802.43665 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 148.8726196289s, input_fired_time: 1.3411992788, output_fired_time: 0.9512867332, propagate_forward_time: 58.6992187500, propagate_backward_time: 85.1499328613, weight_update_time: 0.1392629743, other_time: 2.7309722900
epoch time: 12.4709978104s, input_fired_time: 0.1510648429, output_fired_time: 0.0000000000, propagate_forward_time: 11.8247547150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951782227
validation[          , genome  6991] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       936.79395, best error:       802.43665 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 150.2651367188s, input_fired_time: 1.3491988182, output_fired_time: 0.9663061500, propagate_forward_time: 59.2329864502, propagate_backward_time: 85.9670486450, weight_update_time: 0.1405967772, other_time: 2.7495956421
epoch time: 12.4841938019s, input_fired_time: 0.1513866186, output_fired_time: 0.0000000000, propagate_forward_time: 11.8332338333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995737076
validation[          , genome  6991] predictions:    9723/  10000 (97.23%), best:    9765/10000 (97.65%), error:       902.31366, best error:       802.43665 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.8894805908s, input_fired_time: 1.3460638523, output_fired_time: 0.9593914747, propagate_forward_time: 59.1294937134, propagate_backward_time: 85.7147979736, weight_update_time: 0.1399019212, other_time: 2.7397232056
epoch time: 12.4751491547s, input_fired_time: 0.1504659951, output_fired_time: 0.0000000000, propagate_forward_time: 11.8255329132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4991502762
validation[          , genome  6991] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       792.70294, best error:       792.70294 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 149.8803558350s, input_fired_time: 1.3516682386, output_fired_time: 0.9647060633, propagate_forward_time: 59.0251655579, propagate_backward_time: 85.7937927246, weight_update_time: 0.1403566152, other_time: 2.7450256348
epoch time: 12.4394397736s, input_fired_time: 0.1498806924, output_fired_time: 0.0000000000, propagate_forward_time: 11.7930335999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965257645
validation[          , genome  6991] predictions:    9713/  10000 (97.13%), best:    9775/10000 (97.75%), error:       925.03351, best error:       792.70294 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.6928100586s, input_fired_time: 1.3461513519, output_fired_time: 0.9540442824, propagate_forward_time: 59.0533142090, propagate_backward_time: 85.6024093628, weight_update_time: 0.1397794932, other_time: 2.7369003296
epoch time: 12.4491949081s, input_fired_time: 0.1493830681, output_fired_time: 0.0000000000, propagate_forward_time: 11.8011674881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986448288
validation[          , genome  6991] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       844.35956, best error:       792.70294 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 149.7510986328s, input_fired_time: 1.3511284590, output_fired_time: 0.9653028846, propagate_forward_time: 58.9842071533, propagate_backward_time: 85.7102203369, weight_update_time: 0.1401794553, other_time: 2.7402343750
epoch time: 12.4516181946s, input_fired_time: 0.1510795057, output_fired_time: 0.0000000000, propagate_forward_time: 11.8021001816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984388351
validation[          , genome  6991] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       856.82452, best error:       792.70294 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 149.5064239502s, input_fired_time: 1.3439857960, output_fired_time: 0.9445129633, propagate_forward_time: 59.0250129700, propagate_backward_time: 85.4668045044, weight_update_time: 0.1394595057, other_time: 2.7261123657
epoch time: 12.4830856323s, input_fired_time: 0.1513835043, output_fired_time: 0.0000000000, propagate_forward_time: 11.8341274261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975748062
validation[          , genome  6991] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       824.48181, best error:       792.70294 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.5919342041s, input_fired_time: 1.3427392244, output_fired_time: 0.9499548078, propagate_forward_time: 59.0892372131, propagate_backward_time: 85.4911651611, weight_update_time: 0.1388734132, other_time: 2.7188415527
epoch time: 12.4923715591s, input_fired_time: 0.1516270339, output_fired_time: 0.0000000000, propagate_forward_time: 11.8446712494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960737228
validation[          , genome  6991] predictions:    9756/  10000 (97.56%), best:    9775/10000 (97.75%), error:       814.88379, best error:       792.70294 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 149.1012115479s, input_fired_time: 1.3473459482, output_fired_time: 0.9598328471, propagate_forward_time: 58.7187843323, propagate_backward_time: 85.3515625000, weight_update_time: 0.1391396224, other_time: 2.7236785889
epoch time: 11.9303836823s, input_fired_time: 0.1468197554, output_fired_time: 0.0000000000, propagate_forward_time: 11.3009138107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826498032
validation[          , genome  6991] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       907.05804, best error:       792.70294 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.5717620850s, input_fired_time: 1.3396226168, output_fired_time: 0.9409611225, propagate_forward_time: 58.7055854797, propagate_backward_time: 84.8677902222, weight_update_time: 0.1381607950, other_time: 2.7177963257
epoch time: 12.4831218719s, input_fired_time: 0.1513382643, output_fired_time: 0.0000000000, propagate_forward_time: 11.8327989578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989843369
validation[          , genome  6991] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       851.50580, best error:       792.70294 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 148.5809020996s, input_fired_time: 1.3412463665, output_fired_time: 0.9489033818, propagate_forward_time: 58.6046752930, propagate_backward_time: 84.9624633789, weight_update_time: 0.1390482634, other_time: 2.7236175537
epoch time: 12.4832344055s, input_fired_time: 0.1515425593, output_fired_time: 0.0000000000, propagate_forward_time: 11.8326549530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990367889
validation[          , genome  6991] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       876.88318, best error:       792.70294 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 148.9194641113s, input_fired_time: 1.3464573622, output_fired_time: 0.9517964721, propagate_forward_time: 58.7982406616, propagate_backward_time: 85.1037826538, weight_update_time: 0.1384757161, other_time: 2.7191925049
epoch time: 12.1897983551s, input_fired_time: 0.1471339315, output_fired_time: 0.0000000000, propagate_forward_time: 11.5548143387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878501892
validation[          , genome  6991] predictions:    9747/  10000 (97.47%), best:    9775/10000 (97.75%), error:       870.29077, best error:       792.70294 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 146.0475769043s, input_fired_time: 1.3298293352, output_fired_time: 0.9377420545, propagate_forward_time: 57.7582893372, propagate_backward_time: 83.3272399902, weight_update_time: 0.1361948103, other_time: 2.6944732666
epoch time: 12.1196384430s, input_fired_time: 0.1486995071, output_fired_time: 0.0000000000, propagate_forward_time: 11.4802455902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906930923
validation[          , genome  6991] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       913.79578, best error:       792.70294 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 148.1419982910s, input_fired_time: 1.3412970304, output_fired_time: 0.9446061850, propagate_forward_time: 58.4478607178, propagate_backward_time: 84.6913528442, weight_update_time: 0.1381061673, other_time: 2.7168807983
epoch time: 12.4437284470s, input_fired_time: 0.1527485847, output_fired_time: 0.0000000000, propagate_forward_time: 11.7925806046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983987808
validation[          , genome  6991] predictions:    9737/  10000 (97.37%), best:    9775/10000 (97.75%), error:       883.52063, best error:       792.70294 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.8918914795s, input_fired_time: 1.3424619436, output_fired_time: 0.9422746897, propagate_forward_time: 58.3472824097, propagate_backward_time: 84.5399093628, weight_update_time: 0.1382852495, other_time: 2.7199554443
epoch time: 12.3985958099s, input_fired_time: 0.1508268118, output_fired_time: 0.0000000000, propagate_forward_time: 11.7489299774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988393784
validation[          , genome  6991] predictions:    9704/  10000 (97.04%), best:    9775/10000 (97.75%), error:       951.61816, best error:       792.70294 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 147.7097167969s, input_fired_time: 1.3407787085, output_fired_time: 0.9523096681, propagate_forward_time: 58.2299003601, propagate_backward_time: 84.4746932983, weight_update_time: 0.1376597583, other_time: 2.7120285034
epoch time: 12.4047985077s, input_fired_time: 0.1503039598, output_fired_time: 0.0000000000, propagate_forward_time: 11.7601690292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943256378
validation[          , genome  6991] predictions:    9686/  10000 (96.86%), best:    9775/10000 (97.75%), error:       988.59644, best error:       792.70294 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 147.4323883057s, input_fired_time: 1.3407070637, output_fired_time: 0.9444518089, propagate_forward_time: 58.2353057861, propagate_backward_time: 84.1992645264, weight_update_time: 0.1373221725, other_time: 2.7126464844
epoch time: 12.3812923431s, input_fired_time: 0.1511835307, output_fired_time: 0.0000000000, propagate_forward_time: 11.7338132858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962959290
validation[          , genome  6991] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       787.69073, best error:       787.69073 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 149.0898437500s, input_fired_time: 1.3463758230, output_fired_time: 0.9464433789, propagate_forward_time: 58.8045120239, propagate_backward_time: 85.2702636719, weight_update_time: 0.1394125968, other_time: 2.7222518921
epoch time: 12.4186449051s, input_fired_time: 0.1521320045, output_fired_time: 0.0000000000, propagate_forward_time: 11.7683725357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981403351
validation[          , genome  6991] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       853.56439, best error:       787.69073 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 147.3023986816s, input_fired_time: 1.3482846022, output_fired_time: 0.9451143146, propagate_forward_time: 58.0603294373, propagate_backward_time: 84.2424468994, weight_update_time: 0.1376986504, other_time: 2.7062225342
epoch time: 11.4332380295s, input_fired_time: 0.1427623034, output_fired_time: 0.0000000000, propagate_forward_time: 10.8150768280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753990173
validation[          , genome  6991] predictions:    9630/  10000 (96.30%), best:    9762/10000 (97.62%), error:      1097.90161, best error:       787.69073 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 146.1461181641s, input_fired_time: 1.3357900381, output_fired_time: 0.9382852912, propagate_forward_time: 57.6647911072, propagate_backward_time: 83.5073699951, weight_update_time: 0.1368461400, other_time: 2.6998901367
epoch time: 12.4671611786s, input_fired_time: 0.1519485712, output_fired_time: 0.0000000000, propagate_forward_time: 11.8193569183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958553314
validation[          , genome  6991] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       841.13245, best error:       787.69073 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 147.9914245605s, input_fired_time: 1.3477079868, output_fired_time: 0.9470842481, propagate_forward_time: 58.3313446045, propagate_backward_time: 84.6550521851, weight_update_time: 0.1386357397, other_time: 2.7102432251
epoch time: 11.3240737915s, input_fired_time: 0.1424765289, output_fired_time: 0.0000000000, propagate_forward_time: 10.7098541260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717435837
validation[          , genome  6991] predictions:    9728/  10000 (97.28%), best:    9762/10000 (97.62%), error:       877.65710, best error:       787.69073 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 147.4989624023s, input_fired_time: 1.3401973248, output_fired_time: 0.9418375492, propagate_forward_time: 58.2497177124, propagate_backward_time: 84.2637405396, weight_update_time: 0.1373574883, other_time: 2.7034759521
epoch time: 12.2031784058s, input_fired_time: 0.1499191225, output_fired_time: 0.0000000000, propagate_forward_time: 11.5597209930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935379028
validation[          , genome  6991] predictions:    9758/  10000 (97.58%), best:    9762/10000 (97.62%), error:       813.87628, best error:       787.69073 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 149.2099456787s, input_fired_time: 1.3485287428, output_fired_time: 0.9528889656, propagate_forward_time: 58.7969741821, propagate_backward_time: 85.3872375488, weight_update_time: 0.1396600306, other_time: 2.7243118286
epoch time: 12.4800701141s, input_fired_time: 0.1524655521, output_fired_time: 0.0000000000, propagate_forward_time: 11.8328638077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947404861
validation[          , genome  6991] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       815.24298, best error:       787.69073 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 149.9566040039s, input_fired_time: 1.3560181856, output_fired_time: 0.9561898708, propagate_forward_time: 59.1609497070, propagate_backward_time: 85.7643051147, weight_update_time: 0.1398784220, other_time: 2.7191390991
epoch time: 12.5221977234s, input_fired_time: 0.1591841578, output_fired_time: 0.0000000000, propagate_forward_time: 11.8629598618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000534058
validation[          , genome  6991] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       762.05304, best error:       762.05304 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 149.7716064453s, input_fired_time: 1.3555734158, output_fired_time: 0.9532707334, propagate_forward_time: 59.1256103516, propagate_backward_time: 85.6121215820, weight_update_time: 0.1392242312, other_time: 2.7250213623
epoch time: 12.4815177917s, input_fired_time: 0.1526247263, output_fired_time: 0.0000000000, propagate_forward_time: 11.8321409225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967517853
validation[          , genome  6991] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       823.73999, best error:       762.05304 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.7035369873s, input_fired_time: 1.3559585810, output_fired_time: 0.9486536980, propagate_forward_time: 59.1298980713, propagate_backward_time: 85.5478820801, weight_update_time: 0.1390227824, other_time: 2.7211456299
epoch time: 12.4026813507s, input_fired_time: 0.1527141482, output_fired_time: 0.0000000000, propagate_forward_time: 11.7531147003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968528748
validation[          , genome  6991] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       830.47009, best error:       762.05304 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 149.6708068848s, input_fired_time: 1.3543385267, output_fired_time: 0.9498800635, propagate_forward_time: 59.1261062622, propagate_backward_time: 85.5188751221, weight_update_time: 0.1389584392, other_time: 2.7216110229
epoch time: 12.4809684753s, input_fired_time: 0.1528162360, output_fired_time: 0.0000000000, propagate_forward_time: 11.8311758041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969768524
validation[          , genome  6991] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       780.51251, best error:       762.05304 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.7269744873s, input_fired_time: 1.3563635349, output_fired_time: 0.9506477714, propagate_forward_time: 59.1067008972, propagate_backward_time: 85.5837020874, weight_update_time: 0.1392635107, other_time: 2.7295455933
epoch time: 12.4797706604s, input_fired_time: 0.1534870416, output_fired_time: 0.0000000000, propagate_forward_time: 11.8292970657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969863892
validation[          , genome  6991] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       757.13007, best error:       757.13007 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 149.7775115967s, input_fired_time: 1.3563381433, output_fired_time: 0.9573883414, propagate_forward_time: 59.1370582581, propagate_backward_time: 85.5951614380, weight_update_time: 0.1392129064, other_time: 2.7315750122
epoch time: 12.5449142456s, input_fired_time: 0.1536343992, output_fired_time: 0.0000000000, propagate_forward_time: 11.8858280182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054521561
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       781.19672, best error:       757.13007 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 149.7492675781s, input_fired_time: 1.3605021238, output_fired_time: 0.9550012946, propagate_forward_time: 59.0772285461, propagate_backward_time: 85.6172943115, weight_update_time: 0.1394895613, other_time: 2.7392425537
epoch time: 12.4877490997s, input_fired_time: 0.1536844671, output_fired_time: 0.0000000000, propagate_forward_time: 11.8363189697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977455139
validation[          , genome  6991] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       825.28967, best error:       757.13007 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.7072296143s, input_fired_time: 1.3600085974, output_fired_time: 0.9528877139, propagate_forward_time: 59.1175880432, propagate_backward_time: 85.5412521362, weight_update_time: 0.1392824799, other_time: 2.7354965210
epoch time: 12.4735374451s, input_fired_time: 0.1538877338, output_fired_time: 0.0000000000, propagate_forward_time: 11.8237113953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959383011
validation[          , genome  6991] predictions:    9755/  10000 (97.55%), best:    9778/10000 (97.78%), error:       803.58795, best error:       757.13007 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 149.7246856689s, input_fired_time: 1.3609559536, output_fired_time: 0.9525426626, propagate_forward_time: 59.0404014587, propagate_backward_time: 85.6396102905, weight_update_time: 0.1392646432, other_time: 2.7311630249
epoch time: 12.4641265869s, input_fired_time: 0.1533021182, output_fired_time: 0.0000000000, propagate_forward_time: 11.8172597885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935646057
validation[          , genome  6991] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       824.44110, best error:       757.13007 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 148.7849273682s, input_fired_time: 1.3561925888, output_fired_time: 0.9497369528, propagate_forward_time: 58.7000465393, propagate_backward_time: 85.0543441772, weight_update_time: 0.1388133168, other_time: 2.7246170044
epoch time: 12.5207815170s, input_fired_time: 0.1538179815, output_fired_time: 0.0000000000, propagate_forward_time: 11.8639745712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029888153
validation[          , genome  6991] predictions:    9747/  10000 (97.47%), best:    9778/10000 (97.78%), error:       846.77197, best error:       757.13007 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 147.9518280029s, input_fired_time: 1.3542118073, output_fired_time: 0.9522646070, propagate_forward_time: 58.3594322205, propagate_backward_time: 84.5647964478, weight_update_time: 0.1381400824, other_time: 2.7211074829
epoch time: 12.2274923325s, input_fired_time: 0.1546318829, output_fired_time: 0.0000000000, propagate_forward_time: 11.5656299591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072307587
validation[          , genome  6991] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       817.63953, best error:       757.13007 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 149.1251525879s, input_fired_time: 1.3629381657, output_fired_time: 0.9578676224, propagate_forward_time: 58.7640686035, propagate_backward_time: 85.2926940918, weight_update_time: 0.1394957900, other_time: 2.7475738525
epoch time: 12.4462814331s, input_fired_time: 0.1542462558, output_fired_time: 0.0000000000, propagate_forward_time: 11.7938127518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982223511
validation[          , genome  6991] predictions:    9738/  10000 (97.38%), best:    9778/10000 (97.78%), error:       895.97015, best error:       757.13007 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 150.1727905273s, input_fired_time: 1.3676706553, output_fired_time: 0.9626694918, propagate_forward_time: 59.1087455750, propagate_backward_time: 85.9783020020, weight_update_time: 0.1404390484, other_time: 2.7553863525
epoch time: 12.4861574173s, input_fired_time: 0.1550129354, output_fired_time: 0.0000000000, propagate_forward_time: 11.8309583664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001859665
validation[          , genome  6991] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       802.26501, best error:       757.13007 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 150.0668182373s, input_fired_time: 1.3628104925, output_fired_time: 0.9539772272, propagate_forward_time: 59.0482063293, propagate_backward_time: 85.9528274536, weight_update_time: 0.1401305944, other_time: 2.7490005493
epoch time: 12.4930868149s, input_fired_time: 0.1542713791, output_fired_time: 0.0000000000, propagate_forward_time: 11.8397474289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990682602
validation[          , genome  6991] predictions:    9751/  10000 (97.51%), best:    9778/10000 (97.78%), error:       795.28149, best error:       757.13007 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.5879821777s, input_fired_time: 1.3631911278, output_fired_time: 0.9530704618, propagate_forward_time: 59.0368804932, propagate_backward_time: 85.5008392334, weight_update_time: 0.1402684748, other_time: 2.7340087891
epoch time: 12.3861761093s, input_fired_time: 0.1542941034, output_fired_time: 0.0000000000, propagate_forward_time: 11.7357416153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961404800
validation[          , genome  6991] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       796.60834, best error:       757.13007 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.9784393311s, input_fired_time: 1.3574253321, output_fired_time: 0.9497998953, propagate_forward_time: 58.7715377808, propagate_backward_time: 85.1924133301, weight_update_time: 0.1391198486, other_time: 2.7072677612
epoch time: 12.2594614029s, input_fired_time: 0.1521461457, output_fired_time: 0.0000000000, propagate_forward_time: 11.6170635223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902515411
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       790.68439, best error:       757.13007 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.2301788330s, input_fired_time: 1.3487151861, output_fired_time: 0.9379082322, propagate_forward_time: 57.9242324829, propagate_backward_time: 84.3021392822, weight_update_time: 0.1380692422, other_time: 2.7171859741
epoch time: 12.4743680954s, input_fired_time: 0.1550630331, output_fired_time: 0.0000000000, propagate_forward_time: 11.8207168579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985885620
validation[          , genome  6991] predictions:    9710/  10000 (97.10%), best:    9778/10000 (97.78%), error:       970.51587, best error:       757.13007 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 144.9713439941s, input_fired_time: 1.3370684385, output_fired_time: 0.9213739038, propagate_forward_time: 57.0876426697, propagate_backward_time: 82.9344940186, weight_update_time: 0.1357258707, other_time: 2.6907653809
epoch time: 12.3800678253s, input_fired_time: 0.1538100690, output_fired_time: 0.0000000000, propagate_forward_time: 11.7308950424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953622818
validation[          , genome  6991] predictions:    9774/  10000 (97.74%), best:    9778/10000 (97.78%), error:       776.58337, best error:       757.13007 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 148.0134277344s, input_fired_time: 1.3614444733, output_fired_time: 0.9479672909, propagate_forward_time: 58.3805389404, propagate_backward_time: 84.5954895020, weight_update_time: 0.1383897364, other_time: 2.7279815674
epoch time: 12.5052194595s, input_fired_time: 0.1559802741, output_fired_time: 0.0000000000, propagate_forward_time: 11.8530063629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962329865
validation[          , genome  6991] predictions:    9771/  10000 (97.71%), best:    9778/10000 (97.78%), error:       801.26117, best error:       757.13007 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 149.1682586670s, input_fired_time: 1.3609997034, output_fired_time: 0.9451598525, propagate_forward_time: 58.8630561829, propagate_backward_time: 85.2894439697, weight_update_time: 0.1397215277, other_time: 2.7096099854
epoch time: 12.4546003342s, input_fired_time: 0.1544122845, output_fired_time: 0.0000000000, propagate_forward_time: 11.8118429184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883451462
validation[          , genome  6991] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       781.93701, best error:       757.13007 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 148.8592987061s, input_fired_time: 1.3590800762, output_fired_time: 0.9423602223, propagate_forward_time: 58.7842330933, propagate_backward_time: 85.0431671143, weight_update_time: 0.1387776136, other_time: 2.7304458618
epoch time: 12.4825334549s, input_fired_time: 0.1560066193, output_fired_time: 0.0000000000, propagate_forward_time: 11.8276729584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988536835
validation[          , genome  6991] predictions:    9741/  10000 (97.41%), best:    9778/10000 (97.78%), error:       876.88953, best error:       757.13007 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.9640197754s, input_fired_time: 1.3494610786, output_fired_time: 0.9336341023, propagate_forward_time: 58.0488891602, propagate_backward_time: 83.9299926758, weight_update_time: 0.1368122101, other_time: 2.7020416260
epoch time: 11.9093418121s, input_fired_time: 0.1500626951, output_fired_time: 0.0000000000, propagate_forward_time: 11.2613487244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979305267
validation[          , genome  6991] predictions:    9772/  10000 (97.72%), best:    9778/10000 (97.78%), error:       776.65222, best error:       757.13007 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 148.1969146729s, input_fired_time: 1.3613512516, output_fired_time: 0.9390733242, propagate_forward_time: 58.4340705872, propagate_backward_time: 84.7462768555, weight_update_time: 0.1382918358, other_time: 2.7161407471
epoch time: 12.4966363907s, input_fired_time: 0.1565834135, output_fired_time: 0.0000000000, propagate_forward_time: 11.8439702988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960823059
validation[          , genome  6991] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       788.59326, best error:       757.13007 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 149.7232208252s, input_fired_time: 1.3700388670, output_fired_time: 0.9532171488, propagate_forward_time: 59.0736427307, propagate_backward_time: 85.6052017212, weight_update_time: 0.1397375762, other_time: 2.7211227417
epoch time: 12.0021829605s, input_fired_time: 0.1521823406, output_fired_time: 0.0000000000, propagate_forward_time: 11.3639888763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860115051
validation[          , genome  6991] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       822.51593, best error:       757.13007 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.6603546143s, input_fired_time: 1.3665273190, output_fired_time: 0.9518151879, propagate_forward_time: 58.2314834595, propagate_backward_time: 84.3933486938, weight_update_time: 0.1382335722, other_time: 2.7171783447
epoch time: 12.0888633728s, input_fired_time: 0.1522613466, output_fired_time: 0.0000000000, propagate_forward_time: 11.4456548691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909467697
validation[          , genome  6991] predictions:    9763/  10000 (97.63%), best:    9778/10000 (97.78%), error:       771.64270, best error:       757.13007 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 147.9977722168s, input_fired_time: 1.3596228361, output_fired_time: 0.9408477545, propagate_forward_time: 58.4343643188, propagate_backward_time: 84.5491561890, weight_update_time: 0.1377707273, other_time: 2.7137908936
epoch time: 12.4809751511s, input_fired_time: 0.1556408703, output_fired_time: 0.0000000000, propagate_forward_time: 11.8276939392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976406097
validation[          , genome  6991] predictions:    9762/  10000 (97.62%), best:    9778/10000 (97.78%), error:       779.36285, best error:       757.13007 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 149.6595916748s, input_fired_time: 1.3702641726, output_fired_time: 0.9508275986, propagate_forward_time: 59.0731315613, propagate_backward_time: 85.5267028809, weight_update_time: 0.1392778307, other_time: 2.7386627197
epoch time: 12.4814853668s, input_fired_time: 0.1564132422, output_fired_time: 0.0000000000, propagate_forward_time: 11.8234338760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016384125
validation[          , genome  6991] predictions:    9766/  10000 (97.66%), best:    9778/10000 (97.78%), error:       804.33038, best error:       757.13007 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 149.5440063477s, input_fired_time: 1.3736925125, output_fired_time: 0.9565023780, propagate_forward_time: 58.9568328857, propagate_backward_time: 85.5305709839, weight_update_time: 0.1393299848, other_time: 2.7264175415
epoch time: 12.4838323593s, input_fired_time: 0.1557788849, output_fired_time: 0.0000000000, propagate_forward_time: 11.8287868500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992666245
validation[          , genome  6991] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       839.69427, best error:       757.13007 on epoch:    77, 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: 62.2677230835s, input_fired_time: 0.7749837637, output_fired_time: 0.0000000000, propagate_forward_time: 58.9947052002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4980354309
best training[          , genome  6991] predictions:   49616/  50000 (99.23%), best:    9778/10000 (97.78%), error:      1537.39966, best error:       757.13007 on epoch:    77, 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: 12.4675340652s, input_fired_time: 0.1528405100, output_fired_time: 0.0000000000, propagate_forward_time: 11.8196811676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950122833
   testing[          , genome  6991] predictions:    9793/  10000 (97.93%), best:    9778/10000 (97.78%), error:       682.04065, best error:       757.13007 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:26:20 (73007): called boinc_finish(0)

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