==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 1
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	95	5

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	377	11

Error: 0.662102
Pion Efficiency: 0.480104
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	21	1

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	87	4

Error: 0.670077
Pion Efficiency: 0.588448
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	116	6

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	464	15

Error: 0.663705
Pion Efficiency: 0.478018
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 2
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	138	47

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	671	106

Error: 0.619057
Pion Efficiency: 0.531784
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	31	10

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	180	27

Error: 0.612265
Pion Efficiency: 0.519658
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	30	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	169	57

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	160	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	210	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	851	133

Error: 0.617705
Pion Efficiency: 0.529309
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 3
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	142	29

Pion Histogram
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	706	48

Error: 0.61705
Pion Efficiency: 0.515297
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	63	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	53	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	39	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	81	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	12	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	17	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	12	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	33	7

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	23	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	37	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	59	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	184	12

Error: 0.611046
Pion Efficiency: 0.49481
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	784	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	314	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	275	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	233	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	406	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	92	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	71	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	64	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	54	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	175	36

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	163	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	163	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	206	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	245	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	890	60

Error: 0.615854
Pion Efficiency: 0.511165
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 4
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	284	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	85	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	52	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	35	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	41	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	140	66

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	193	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	129	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	109	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	106	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	123	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	164	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	737	121

Error: 0.615458
Pion Efficiency: 0.550967
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	71	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	55	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	18	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	8	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	14	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	27	15

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	44	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	207	30

Error: 0.597564
Pion Efficiency: 0.486441
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	355	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	225	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	251	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	215	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	103	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	60	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	45	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	39	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	167	81

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	40	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	230	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	166	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	153	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	133	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	145	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	146	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	207	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	944	151

Error: 0.611921
Pion Efficiency: 0.545708
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 5
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	158	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	132	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	131	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	136	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	81	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	47	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	52	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	57	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	199	82

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	31	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	88	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	58	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	85	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	113	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	94	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	67	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	88	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	80	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	118	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	159	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1035	190

Error: 0.618857
Pion Efficiency: 0.470385
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	138	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	37	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	25	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	53	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	37	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	26	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	9	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	19	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	21	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	55	15

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	23	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	13	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	17	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	16	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	28	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	16	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	18	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	20	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	16	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	23	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	38	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	261	49

Error: 0.633365
Pion Efficiency: 0.439421
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	241	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	662	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	157	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	184	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	173	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	0	0	254	97

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	110	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	85	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	108	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	96	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	141	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	197	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1296	239

Error: 0.621787
Pion Efficiency: 0.46441
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 6
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	169	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	101	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	34	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	24	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	21	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	27	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	125	37

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	158	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	117	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	0	0	122	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	163	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	606	82

Error: 0.618139
Pion Efficiency: 0.535838
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	56	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	44	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	24	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	0	12	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	8	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	15

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	0	0	0	0	31	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	25	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	28	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	32	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	29	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	147	21

Error: 0.629016
Pion Efficiency: 0.641818
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	609	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	301	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	225	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	171	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	125	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	103	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	58	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	48	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	43	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	30	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	25	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	35	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	161	52

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	112	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	154	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	145	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	188	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	191	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	193	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	135	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	148	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	129	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	130	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	154	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	192	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	753	103

Error: 0.62033
Pion Efficiency: 0.5806
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 7
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	178	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	159	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	175	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	265	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	130	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	82	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	69	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	57	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	52	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	168	29

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	73	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	55	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	68	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	184	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	124	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	104	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	157	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	122	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	180	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	235	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	859	59

Error: 0.612196
Pion Efficiency: 0.5
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	50	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	40	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	48	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	73	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	32	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	21	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	11	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	16	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	17	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	14	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	47	10

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	15	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	0	0	0	13	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	11	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	44	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	26	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	27	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	23	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	30	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	49	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	55	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	227	16

Error: 0.620013
Pion Efficiency: 0.566071
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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	0	0	571	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	314	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	228	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	199	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	223	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	338	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	162	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	103	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	80	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	73	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	69	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	69	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	215	39

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	88	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	50	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	68	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	79	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	228	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	150	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	131	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	180	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	152	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	229	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	290	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1086	75

Error: 0.613768
Pion Efficiency: 0.493719
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
==========================================================================================
Starting Neural Network
Number of Inputs: 9
Number of Hidden Layers: 1
Number of Hidden Nodes: 8
Number of Outputs: 2
Number of Generations: 200000
-------------------------------------------------------------------------------------------
Number of Trained Particles: 4439
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Trained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	385	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	262	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	228	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	207	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	266	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	256	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	92	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	78	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	59	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	41	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	39	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	43	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	139	67

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	48	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	50	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	57	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	51	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	118	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	194	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	113	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	105	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	134	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	129	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	158	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	178	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	802	140

Error: 0.609036
Pion Efficiency: 0.508125
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Untrained Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	84	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	56	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	60	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	59	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	59	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	65	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	23	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	13	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	21	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	36	24

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	13	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	12	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	18	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	21	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	24	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	69	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	42	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	35	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	24	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	21	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	40	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	50	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	191	29

Error: 0.627638
Pion Efficiency: 0.626486
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Combined Results
Electron Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	469	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	318	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	288	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	266	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	325	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	321	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	115	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	91	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	80	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	48	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	46	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	50	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	175	91

Pion Histogram
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	61	0	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	62	0	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	75	0	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	72	0	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	142	0	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	263	0	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	155	0	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	140	0	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	158	0	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	150	0	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	198	0	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	228	0	0
	0	0	0	0	0	0	0	0	0	0	0	0	0	0	993	169

Error: 0.612802
Pion Efficiency: 0.515004
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
