Nameexact_genome_1542727803_172_6421_1
Workunit4101317
Created20 Nov 2018, 20:14:39 UTC
Sent20 Nov 2018, 20:15:26 UTC
Report deadline16 Dec 2018, 20:29:42 UTC
Received21 Nov 2018, 23:03:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID83345
Run time10 hours 4 min 35 sec
CPU time10 hours 0 min 42 sec
Validate stateValid
Credit6,502.48
Device peak FLOPS3.66 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size573.43 MB
Peak swap size593.29 MB
Peak disk usage12.40 MB

Stderr output

<core_client_version>7.12.1</core_client_version>
<![CDATA[
<stderr_txt>
arguments:
	'projects/csgrid.org_csg/exact_client_0.34_windows_x86_64.exe'
	'--training_file'
	'training_samples.bin'
	'--validation_file'
	'validation_samples.bin'
	'--testing_file'
	'testing_samples.bin'
	'--genome_file'
	'input_genome.txt'
	'--output_file'
	'output_genome.txt'
	'--checkpoint_file'
	'checkpoint.txt'
converting arguments to vector
boincified training filename: '../../projects/csgrid.org_csg/cifar_10_training.bin'
boincified validation filename: '../../projects/csgrid.org_csg/cifar_10_testing.bin'
boincified testing filename: '../../projects/csgrid.org_csg/cifar_10_testing.bin'
boincified genome filename: '../../projects/csgrid.org_csg/exact_genome_1542727803_172_6421.txt'
boincified output filename: '../../projects/csgrid.org_csg/exact_genome_1542727803_172_6421_1_r991757413_0'
boincified checkpoint filename: 'checkpoint.txt'
loading genome
starting from input file: '../../projects/csgrid.org_csg/exact_genome_1542727803_172_6421.txt'
read CNN_Genome file with version string: 'v0.33'
read exact_id: -1
read genome_id: -1
read initial_mu: 0.495051
read mu: 0.495051
read mu_delta: 0.935167
read initial_learning_rate: 1e-05
read learning_rate: 1e-05
read learning_rate_delta: 0.928606
read initial_weight_decay: 0.00023213
read weight_decay: 0.00023213
read weight_decay_delta: 0.941462
read batch_size: 103
read epsilon: 1e-07
read alpha: 0.0923785
read input_dropout_probability: 0.00136497
read hidden_dropout_probability: 0.0815468
read velocity_reset: 1821
read epoch: 0
read max_epochs: 25
read reset_weights: 0
read padding: 2
read best_epoch: 0
read number_validation_images: 10000
read best_validation_predictions: 0
read best_validation_error: 1e+07
read number_training_images: 50000
read training_predictions: 0
read training_error: 1e+07
read number_test_images: 10000
read test_predictions: 0
read test_error: 1e+07
read generation_id: 6421
read normal distribution: '1 0 0'
generator_str: '1523503638'
read generator: 1523503638
read generated_by_map:
1 disable_edge 1
reading 99 nodes.
reading 410 edges.
number input nodes: 3
number softmax nodes: 10
order_size: 0
parsed input file
loaded genome
loading images
number_classes: 10
channels: 3
width: 32
height: 32
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
reading image set with 5000 images.
image_size: 3x32x32 = 3072
read 50000 images.
    class    0: 5000
    class    1: 5000
    class    2: 5000
    class    3: 5000
    class    4: 5000
    class    5: 5000
    class    6: 5000
    class    7: 5000
    class    8: 5000
    class    9: 5000
calculating averages and standard deviations for images
average pixel value for channel 0: 0.491399973630905
average pixel value for channel 1: 0.482159107923508
average pixel value for channel 2: 0.446530401706696
pixel variance for channel 0: 0.0610253289341927
pixel standard deviation for channel 0: 0.247033059597015
pixel variance for channel 1: 0.0592849254608154
pixel standard deviation for channel 1: 0.24348495900631
pixel variance for channel 2: 0.0684280395507813
pixel standard deviation for channel 2: 0.261587530374527
number_classes: 10
channels: 3
width: 32
height: 32
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
image_size: 3x32x32 = 3072
read 10000 images.
    class    0: 1000
    class    1: 1000
    class    2: 1000
    class    3: 1000
    class    4: 1000
    class    5: 1000
    class    6: 1000
    class    7: 1000
    class    8: 1000
    class    9: 1000
number_classes: 10
channels: 3
width: 32
height: 32
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
reading image set with 1000 images.
image_size: 3x32x32 = 3072
read 10000 images.
    class    0: 1000
    class    1: 1000
    class    2: 1000
    class    3: 1000
    class    4: 1000
    class    5: 1000
    class    6: 1000
    class    7: 1000
    class    8: 1000
    class    9: 1000
loaded images
starting backpropagation!
generator min: 1, generator max: 2147483646
pre shuffle 1: 1078120685
post shuffle 1: 1367077763
epoch time: 1262.78137207031s, input_fired_time: 26.5005168914795, output_fired_time: 10.5843286514282, propagate_forward_time: 488.244720458984, propagate_backward_time: 715.83251953125, weight_update_time: 0.566139042377472, other_time: 21.6192626953125
epoch time: 103.898284912109s, input_fired_time: 1.66949367523193, output_fired_time: 0, propagate_forward_time: 98.4504013061523, propagate_backward_time: 0, weight_update_time: 0, other_time: 3.77838897705078
validation[          , genome  6421] predictions:    6568/  10000 (65.68%), best:    6568/10000 (65.68%), error:     10103.60645, best error:     10103.60645 on epoch:     0, epoch:    0/25, mu: 0.4950514734, learning_rate: 0.0000100000, weight_decay: 0.0002321304

epoch time: 1263.4924316406s, input_fired_time: 26.4934711456, output_fired_time: 10.6052808762, propagate_forward_time: 488.5257263184, propagate_backward_time: 716.4284057617, weight_update_time: 0.5636830926, other_time: 21.4395141602
epoch time: 103.9485702515s, input_fired_time: 1.7052828074, output_fired_time: 0.0000000000, propagate_forward_time: 98.5011749268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7421112061
validation[          , genome  6421] predictions:    6634/  10000 (66.34%), best:    6568/10000 (65.68%), error:     10224.58301, best error:     10103.60645 on epoch:     0, epoch:    1/25, mu: 0.5271403193, learning_rate: 0.0000092861, weight_decay: 0.0002185420

epoch time: 1264.7269287109s, input_fired_time: 26.5720462799, output_fired_time: 10.5971040726, propagate_forward_time: 488.8192443848, propagate_backward_time: 717.2597045898, weight_update_time: 0.5672089458, other_time: 21.4789428711
epoch time: 103.8508071899s, input_fired_time: 1.7003579140, output_fired_time: 0.0000000000, propagate_forward_time: 98.4093399048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7411117554
validation[          , genome  6421] predictions:    6650/  10000 (66.50%), best:    6568/10000 (65.68%), error:     10352.70117, best error:     10103.60645 on epoch:     0, epoch:    2/25, mu: 0.5571487546, learning_rate: 0.0000086231, weight_decay: 0.0002057490

epoch time: 1262.9935302734s, input_fired_time: 26.5052204132, output_fired_time: 10.6872253418, propagate_forward_time: 488.4201049805, propagate_backward_time: 715.9094848633, weight_update_time: 0.5712741017, other_time: 21.4714355469
epoch time: 103.7291183472s, input_fired_time: 1.6780748367, output_fired_time: 0.0000000000, propagate_forward_time: 98.3097305298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7413101196
validation[          , genome  6421] predictions:    6666/  10000 (66.66%), best:    6568/10000 (65.68%), error:     10544.57422, best error:     10103.60645 on epoch:     0, epoch:    3/25, mu: 0.5852116346, learning_rate: 0.0000080074, weight_decay: 0.0001937049

epoch time: 1263.1279296875s, input_fired_time: 26.4926757813, output_fired_time: 10.5733737946, propagate_forward_time: 488.0684204102, propagate_backward_time: 716.4655151367, weight_update_time: 0.5677838922, other_time: 21.5279541016
epoch time: 103.7193450928s, input_fired_time: 1.6755417585, output_fired_time: 0.0000000000, propagate_forward_time: 98.2925643921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7512359619
validation[          , genome  6421] predictions:    6666/  10000 (66.66%), best:    6568/10000 (65.68%), error:     10731.00391, best error:     10103.60645 on epoch:     0, epoch:    4/25, mu: 0.6114551425, learning_rate: 0.0000074358, weight_decay: 0.0001823659

epoch time: 1263.4067382813s, input_fired_time: 26.5211143494, output_fired_time: 10.6196565628, propagate_forward_time: 488.1388244629, propagate_backward_time: 716.6055908203, weight_update_time: 0.5661053061, other_time: 21.5216064453
epoch time: 103.8544464111s, input_fired_time: 1.6753640175, output_fired_time: 0.0000000000, propagate_forward_time: 98.4327926636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7462921143
validation[          , genome  6421] predictions:    6635/  10000 (66.35%), best:    6568/10000 (65.68%), error:     10931.38281, best error:     10103.60645 on epoch:     0, epoch:    5/25, mu: 0.6359972358, learning_rate: 0.0000069049, weight_decay: 0.0001716906

epoch time: 1262.8632812500s, input_fired_time: 26.5610008240, output_fired_time: 10.5875196457, propagate_forward_time: 488.2259826660, propagate_backward_time: 715.8104858398, weight_update_time: 0.5686694384, other_time: 21.6782836914
epoch time: 103.7235031128s, input_fired_time: 1.6735775471, output_fired_time: 0.0000000000, propagate_forward_time: 98.2988586426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7510681152
validation[          , genome  6421] predictions:    6601/  10000 (66.01%), best:    6568/10000 (65.68%), error:     11131.62109, best error:     10103.60645 on epoch:     0, epoch:    6/25, mu: 0.6589481831, learning_rate: 0.0000064119, weight_decay: 0.0001616402

epoch time: 1277.7214355469s, input_fired_time: 26.7119865417, output_fired_time: 10.6362123489, propagate_forward_time: 489.9562683105, propagate_backward_time: 728.7045288086, weight_update_time: 0.5676615834, other_time: 21.7123413086
epoch time: 103.8469696045s, input_fired_time: 1.6892236471, output_fired_time: 0.0000000000, propagate_forward_time: 98.3741531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7835922241
validation[          , genome  6421] predictions:    6562/  10000 (65.62%), best:    6568/10000 (65.68%), error:     11332.87500, best error:     10103.60645 on epoch:     0, epoch:    7/25, mu: 0.6804111600, learning_rate: 0.0000059541, weight_decay: 0.0001521781

epoch time: 1285.0683593750s, input_fired_time: 26.8070011139, output_fired_time: 10.6352720261, propagate_forward_time: 493.4002380371, propagate_backward_time: 732.2650146484, weight_update_time: 0.5663284659, other_time: 21.9608154297
epoch time: 104.4325866699s, input_fired_time: 1.6785334349, output_fired_time: 0.0000000000, propagate_forward_time: 98.9551239014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7989273071
validation[          , genome  6421] predictions:    6510/  10000 (65.10%), best:    6568/10000 (65.68%), error:     11521.17285, best error:     10103.60645 on epoch:     0, epoch:    8/25, mu: 0.7004826069, learning_rate: 0.0000055291, weight_decay: 0.0001432699

epoch time: 1263.2602539063s, input_fired_time: 26.5343837738, output_fired_time: 10.5805177689, propagate_forward_time: 488.5681762695, propagate_backward_time: 715.9114379883, weight_update_time: 0.5731824040, other_time: 21.6656494141
epoch time: 104.2099075317s, input_fired_time: 1.6779911518, output_fired_time: 0.0000000000, propagate_forward_time: 98.7488021851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7831115723
validation[          , genome  6421] predictions:    6464/  10000 (64.64%), best:    6568/10000 (65.68%), error:     11665.74219, best error:     10103.60645 on epoch:     0, epoch:    9/25, mu: 0.7192528248, learning_rate: 0.0000051343, weight_decay: 0.0001348832

epoch time: 1265.2297363281s, input_fired_time: 26.5817890167, output_fired_time: 10.6005544662, propagate_forward_time: 489.6359558105, propagate_backward_time: 716.7650756836, weight_update_time: 0.5667766333, other_time: 21.6463012695
epoch time: 104.0150451660s, input_fired_time: 1.7119406462, output_fired_time: 0.0000000000, propagate_forward_time: 98.5293426514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7737655640
validation[          , genome  6421] predictions:    6442/  10000 (64.42%), best:    6568/10000 (65.68%), error:     11764.47363, best error:     10103.60645 on epoch:     0, epoch:   10/25, mu: 0.7368060946, learning_rate: 0.0000047677, weight_decay: 0.0001269875

epoch time: 1264.0788574219s, input_fired_time: 26.4921455383, output_fired_time: 10.5953197479, propagate_forward_time: 489.0446166992, propagate_backward_time: 716.0960693359, weight_update_time: 0.5670457482, other_time: 21.8506469727
epoch time: 103.8195037842s, input_fired_time: 1.6762095690, output_fired_time: 0.0000000000, propagate_forward_time: 98.3214263916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8218688965
validation[          , genome  6421] predictions:    6434/  10000 (64.34%), best:    6568/10000 (65.68%), error:     11883.81738, best error:     10103.60645 on epoch:     0, epoch:   11/25, mu: 0.7532213330, learning_rate: 0.0000044274, weight_decay: 0.0001195539

epoch time: 1263.5493164063s, input_fired_time: 26.5067691803, output_fired_time: 10.5816736221, propagate_forward_time: 488.3211669922, propagate_backward_time: 716.5550537109, weight_update_time: 0.5684973001, other_time: 21.5847167969
epoch time: 104.1045379639s, input_fired_time: 1.6835172176, output_fired_time: 0.0000000000, propagate_forward_time: 98.5691070557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8519134521
validation[          , genome  6421] predictions:    6360/  10000 (63.60%), best:    6568/10000 (65.68%), error:     12002.89258, best error:     10103.60645 on epoch:     0, epoch:   12/25, mu: 0.7685723305, learning_rate: 0.0000041113, weight_decay: 0.0001125555

epoch time: 1262.9677734375s, input_fired_time: 26.5017299652, output_fired_time: 10.5777387619, propagate_forward_time: 487.9620361328, propagate_backward_time: 716.1970825195, weight_update_time: 0.5661472678, other_time: 21.7291870117
epoch time: 104.0572967529s, input_fired_time: 1.7120521069, output_fired_time: 0.0000000000, propagate_forward_time: 98.5382843018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8069610596
validation[          , genome  6421] predictions:    6350/  10000 (63.50%), best:    6568/10000 (65.68%), error:     12080.89844, best error:     10103.60645 on epoch:     0, epoch:   13/25, mu: 0.7829281092, learning_rate: 0.0000038177, weight_decay: 0.0001059667

epoch time: 1260.1142578125s, input_fired_time: 26.4737224579, output_fired_time: 10.5775642395, propagate_forward_time: 487.5349121094, propagate_backward_time: 714.0052490234, weight_update_time: 0.5864195824, other_time: 21.5228271484
epoch time: 103.1464462280s, input_fired_time: 1.6617023945, output_fired_time: 0.0000000000, propagate_forward_time: 97.7754440308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7092971802
validation[          , genome  6421] predictions:    6304/  10000 (63.04%), best:    6568/10000 (65.68%), error:     12175.41113, best error:     10103.60645 on epoch:     0, epoch:   14/25, mu: 0.7963531613, learning_rate: 0.0000035452, weight_decay: 0.0000997637

epoch time: 1265.0660400391s, input_fired_time: 26.3121795654, output_fired_time: 10.4523496628, propagate_forward_time: 495.9613037109, propagate_backward_time: 711.1908569336, weight_update_time: 0.5556772947, other_time: 21.1493530273
epoch time: 103.1248016357s, input_fired_time: 1.6602420807, output_fired_time: 0.0000000000, propagate_forward_time: 97.7956848145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6688766479
validation[          , genome  6421] predictions:    6290/  10000 (62.90%), best:    6568/10000 (65.68%), error:     12252.92676, best error:     10103.60645 on epoch:     0, epoch:   15/25, mu: 0.8089078069, learning_rate: 0.0000032921, weight_decay: 0.0000939237

epoch time: 1264.6999511719s, input_fired_time: 26.3033390045, output_fired_time: 10.4544363022, propagate_forward_time: 495.8176574707, propagate_backward_time: 711.1345825195, weight_update_time: 0.5556697249, other_time: 20.9899291992
epoch time: 103.0916519165s, input_fired_time: 1.6482243538, output_fired_time: 0.0000000000, propagate_forward_time: 97.7721099854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6713180542
validation[          , genome  6421] predictions:    6255/  10000 (62.55%), best:    6568/10000 (65.68%), error:     12325.99902, best error:     10103.60645 on epoch:     0, epoch:   16/25, mu: 0.8206484914, learning_rate: 0.0000030570, weight_decay: 0.0000884256

epoch time: 1253.1701660156s, input_fired_time: 26.2659149170, output_fired_time: 10.4399948120, propagate_forward_time: 484.8380126953, propagate_backward_time: 710.7001342773, weight_update_time: 0.5560947657, other_time: 20.9262084961
epoch time: 103.0788879395s, input_fired_time: 1.6495682001, output_fired_time: 0.0000000000, propagate_forward_time: 97.7787094116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6506118774
validation[          , genome  6421] predictions:    6237/  10000 (62.37%), best:    6568/10000 (65.68%), error:     12338.99219, best error:     10103.60645 on epoch:     0, epoch:   17/25, mu: 0.8316280246, learning_rate: 0.0000028388, weight_decay: 0.0000832494

epoch time: 1264.3992919922s, input_fired_time: 26.2877254486, output_fired_time: 10.4475440979, propagate_forward_time: 485.4105529785, propagate_backward_time: 721.3668823242, weight_update_time: 0.5564919114, other_time: 20.8866577148
epoch time: 103.0978851318s, input_fired_time: 1.6451692581, output_fired_time: 0.0000000000, propagate_forward_time: 97.7986755371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6540374756
validation[          , genome  6421] predictions:    6239/  10000 (62.39%), best:    6568/10000 (65.68%), error:     12438.85645, best error:     10103.60645 on epoch:     0, epoch:   18/25, mu: 0.8418956995, learning_rate: 0.0000026361, weight_decay: 0.0000783762

epoch time: 1253.1749267578s, input_fired_time: 26.2689495087, output_fired_time: 10.4557771683, propagate_forward_time: 484.9859924316, propagate_backward_time: 710.5925903320, weight_update_time: 0.5551800728, other_time: 20.8716430664
epoch time: 103.0594635010s, input_fired_time: 1.6448938847, output_fired_time: 0.0000000000, propagate_forward_time: 97.7658691406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6486968994
validation[          , genome  6421] predictions:    6166/  10000 (61.66%), best:    6568/10000 (65.68%), error:     12544.17188, best error:     10103.60645 on epoch:     0, epoch:   19/25, mu: 0.8514977098, learning_rate: 0.0000024479, weight_decay: 0.0000737882

epoch time: 1703.9212646484s, input_fired_time: 27.9863224030, output_fired_time: 12.4920616150, propagate_forward_time: 740.5925292969, propagate_backward_time: 889.8377685547, weight_update_time: 0.5855806470, other_time: 33.0125732422
epoch time: 103.2063980103s, input_fired_time: 1.6588730812, output_fired_time: 0.0000000000, propagate_forward_time: 97.8313980103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7161254883
validation[          , genome  6421] predictions:    6120/  10000 (61.20%), best:    6568/10000 (65.68%), error:     12529.72656, best error:     10103.60645 on epoch:     0, epoch:   20/25, mu: 0.8604772091, learning_rate: 0.0000022731, weight_decay: 0.0000694688

epoch time: 1254.7957763672s, input_fired_time: 26.2897129059, output_fired_time: 10.4628505707, propagate_forward_time: 485.4569702148, propagate_backward_time: 711.6443481445, weight_update_time: 0.5588449240, other_time: 20.9418945313
epoch time: 103.1218948364s, input_fired_time: 1.6486086845, output_fired_time: 0.0000000000, propagate_forward_time: 97.8184890747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6548004150
validation[          , genome  6421] predictions:    6146/  10000 (61.46%), best:    6568/10000 (65.68%), error:     12512.82227, best error:     10103.60645 on epoch:     0, epoch:   21/25, mu: 0.8688744903, learning_rate: 0.0000021109, weight_decay: 0.0000654023

epoch time: 1402.0108642578s, input_fired_time: 27.0580749512, output_fired_time: 11.0627202988, propagate_forward_time: 515.7230834961, propagate_backward_time: 826.2922363281, weight_update_time: 0.5803804398, other_time: 21.8746948242
epoch time: 103.6601104736s, input_fired_time: 1.6602019072, output_fired_time: 0.0000000000, propagate_forward_time: 98.1776351929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8222732544
validation[          , genome  6421] predictions:    6122/  10000 (61.22%), best:    6568/10000 (65.68%), error:     12542.74316, best error:     10103.60645 on epoch:     0, epoch:   22/25, mu: 0.8767274022, learning_rate: 0.0000019602, weight_decay: 0.0000615738

epoch time: 1253.7016601563s, input_fired_time: 26.2583103180, output_fired_time: 10.4699411392, propagate_forward_time: 484.9747619629, propagate_backward_time: 710.9404296875, weight_update_time: 0.5555440187, other_time: 21.0582275391
epoch time: 103.0836257935s, input_fired_time: 1.6408244371, output_fired_time: 0.0000000000, propagate_forward_time: 97.7783813477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6644210815
validation[          , genome  6421] predictions:    6072/  10000 (60.72%), best:    6568/10000 (65.68%), error:     12588.01660, best error:     10103.60645 on epoch:     0, epoch:   23/25, mu: 0.8840711713, learning_rate: 0.0000018202, weight_decay: 0.0000579694

epoch time: 1253.5529785156s, input_fired_time: 26.2457656860, output_fired_time: 10.4437694550, propagate_forward_time: 485.0285339355, propagate_backward_time: 710.9315795898, weight_update_time: 0.5567676425, other_time: 20.9033813477
epoch time: 103.2882537842s, input_fired_time: 1.6485182047, output_fired_time: 0.0000000000, propagate_forward_time: 97.9215164185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7182159424
validation[          , genome  6421] predictions:    6083/  10000 (60.83%), best:    6568/10000 (65.68%), error:     12591.15723, best error:     10103.60645 on epoch:     0, epoch:   24/25, mu: 0.8909388185, learning_rate: 0.0000016903, weight_decay: 0.0000545760

epoch time: 1253.8037109375s, input_fired_time: 26.2444725037, output_fired_time: 10.4464702606, propagate_forward_time: 485.1090698242, propagate_backward_time: 710.8780517578, weight_update_time: 0.5555582047, other_time: 21.1256713867
epoch time: 103.0911102295s, input_fired_time: 1.6429399252, output_fired_time: 0.0000000000, propagate_forward_time: 97.7869415283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6612319946
validation[          , genome  6421] predictions:    6089/  10000 (60.89%), best:    6568/10000 (65.68%), error:     12605.10449, best error:     10103.60645 on epoch:     0, epoch:   25/25, mu: 0.8973612189, learning_rate: 0.0000015696, weight_decay: 0.0000513812

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 511.8216857910s, input_fired_time: 8.2059059143, output_fired_time: 0.0000000000, propagate_forward_time: 485.2771606445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 18.3386230469
best training[          , genome  6421] predictions:   36314/  50000 (72.63%), best:    6568/10000 (65.68%), error:     42578.83594, best error:     10103.60645 on epoch:     0, epoch:   26/25, mu: 0.9033672214, learning_rate: 0.0000014575, weight_decay: 0.0000483735
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 103.3505706787s, input_fired_time: 1.6477055550, output_fired_time: 0.0000000000, propagate_forward_time: 97.8220672607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8807983398
   testing[          , genome  6421] predictions:    6568/  10000 (65.68%), best:    6568/10000 (65.68%), error:     10103.60645, best error:     10103.60645 on epoch:     0, epoch:   26/25, mu: 0.9033672214, learning_rate: 0.0000014575, weight_decay: 0.0000483735
backpropagation finished successfully!
18:03:30 (260): called boinc_finish(0)

</stderr_txt>
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