This assigmnet is destinated to conclude the IBM Advanced Data Science Specialization. All these informations came from free datasets referenced bellow. THIS RESERCH HAVE ONLY EDUCATIONAL PURPOSE.
Geological Overview
The Otway Basin is a north-west to south-east striking, divergent margin, rift and drift basin. It is approximately 500km long from Cape Jaffa in South Australia to north-west Tasmania and forms part of the 4 000km long Jurassic-Cretaceous Australian Southern Rift System.[1]
The basin dates from the late Jurassic to late Cretaceous periods and formed by multi-stage rifting during the breakup of Gondwana and the separation of the Antarctic and Australian plates. The basin contains a significant amount of natural gas and is a current source of commercial extraction.[2]
Summary Facts
%pip install -c conda-forge geopy --yes
Usage:
/home/familia/anaconda3/bin/python -m pip install [options] <requirement specifier> [package-index-options] ...
/home/familia/anaconda3/bin/python -m pip install [options] -r <requirements file> [package-index-options] ...
/home/familia/anaconda3/bin/python -m pip install [options] [-e] <vcs project url> ...
/home/familia/anaconda3/bin/python -m pip install [options] [-e] <local project path> ...
/home/familia/anaconda3/bin/python -m pip install [options] <archive url/path> ...
no such option: --yes
Note: you may need to restart the kernel to use updated packages.
%pip install -c conda-forge folium=0.5.0 --yes
import folium # plotting library
from geopy.geocoders import Nominatim # module to convert an address into latitude and longitude values
S_australia=folium.Map(location= [-38, 141], zoom_start=4, tiles='Stamen Terrain') #from Google Maps
folium.Marker(
location=[-37, 140],
popup='Onshore Wells_Otway Basin',
icon=folium.Icon(color='Red')
).add_to(S_australia)
S_australia
Usage:
/home/familia/anaconda3/bin/python -m pip install [options] <requirement specifier> [package-index-options] ...
/home/familia/anaconda3/bin/python -m pip install [options] -r <requirements file> [package-index-options] ...
/home/familia/anaconda3/bin/python -m pip install [options] [-e] <vcs project url> ...
/home/familia/anaconda3/bin/python -m pip install [options] [-e] <local project path> ...
/home/familia/anaconda3/bin/python -m pip install [options] <archive url/path> ...
no such option: --yes
Note: you may need to restart the kernel to use updated packages.
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onload="this.contentDocument.open();this.contentDocument.write(atob(this.getAttribute('data-html')));this.contentDocument.close();" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe>
This study uses twenty onshore wells, as shown in the figure above.
| Summary | |
|---|---|
| Age | Jurassic - Late Cretaceous |
| Onshore Exploration Well Density | 1 well per 121 km2 |
| Onshore success ratio | 12,5% |
| Offshore exploration well Density | 1 well per 5,000 km2 |
| Depth to target zone | 1000-4000+ m |
| Thickness | >9 km |
| First commercial discovery | 1987 (Katnook 1) 1967 CO2 (Caroline 1) |
| Identified reserves | 78.1 PJ (74 x 1012 Btu) sales gas (in 6 fields) |
| Reference[4] | |———————————————————————————————|
Location of Basin in yellow-greenish.
This report does not aim to go deeper into geology. The text below was taken from the website of the Austrian government as referenced at the end.
The Late Jurassic-Cenozoic Otway Basin is a large, northwest trending on/offshore basin on the southern Australian passive margin. Exploration is mature onshore and immature offshore, with >200 wells in South Australia, Victoria and Tasmania. Commercial gas discoveries include industrial grade CO2. No commercial oil discoveries have been identified.
The basin formed by multi-stage rift-sag and inversion phases. Late Jurassic to Early Cretaceous rifting resulted in the east-west trending Inner Otway Basin. Late Cretaceous rifting, culminating in continental breakup in the Maastrichtian, produced northwest-southeast trending depocentres beneath the outer shelf and slope. Multiple phases of compression in the Cretaceous-Recent resulted in inversion and wrenching of pre-existing structures.
The basin contains five major depocentres, the mainly onshore Inner Otway Basin, the offshore Morum, Nelson and Hunter Sub-basins and eastern Torquay Sub-basin. The Latest Jurassic-Early Cretaceous Otway Supergroup comprises up to 8km of continental and fluvio-lacustrine sediments that accumulated in grabens and half-grabens of the first rifting event. Coastal-plain, deltaic and marine sediments of the Late Cretaceous Sherbrook Group are up to 5km thick. The Paleocene-middle Eocene Wangerrip Group sediments were deposited in coastal plain, deltaic and inner shelf settings and are separated from the open marine, mixed carbonates/siliciclastics of the Eocene-Miocene Nirrandra and Heytesbury groups, by a major unconformity.
The main exploration targets in the Otway Basin are the Waarre Sandstone at the base of the Sherbrook Group and sandstones of the Pretty Hill Formation and Katnook Sandstone/Windermere Sandstone Member in the Early Cretaceous section. The main source rocks occur in the Early Cretaceous section. Regional and intraformational seals exist in the Pretty Hill, Laira, Eumeralla and Flaxman formations, the Belfast, Skull Creek and Pember mudstones and mudstones and marls of the Wangerrip, Nirrandra and Heytesbury groups. Play types include faulted anticlines, large anticlinal features and tilted fault blocks.
Reference [1]
Stratigraphic and Basin Event Chart of the Otway Basin
Structural Elements
The basin includes five significant depocenters. The Inner Otway Basin, Torquay Sub-basin, Morum Sub-basin, Nelson Sub-basin, and Hunter Sub-basin formed as a result of two major, basin-wide rifting phases. At the onset of major north-south rifting in the late Jurassic several east-west trending extensional depocenters developed in the onshore part of the basin to define the Inner Otway Basin. Renewed rifting in the late Cretaceous was driven by a change in crustal extension style from north-south to northeast-southwest resulting in the structurally different, northwest-southeast trending Torquay, Morum, Nelson, and Hunter Sub-basins in the mid- and off-shore. Following each rifting episode the basin underwent compressional phases resulting in the inversion and wrenching of pre-existing structures. Reference [2]
DataSet
SARIG is a digital platform that delivers statewide geoscientific and spatial data. It is recommended that SARIG is viewed with a larger screen.
SARIG provides global access to South Australia’s key geoscience information, mining and exploration project information, and streamlined business interactions. Access to SARIG is free and no login is required.
Use SARIG to find:
- South Australian mining and petroleum projects
- Geology, geophysics, regolith, paleo drainage, petroleum basins, groundwater and earthquakes
- Mineral, petroleum and geothermal tenement boundaries
- Exploration company details and commodity information
- Infrastructure locations e.g. power stations, substations and transmission lines, water * pipelines, roads and railway, ports, and airports
- Data from other government agencies that value-add to mineral and energy resources managed data, e.g. land access layers for parks, Native Title and property boundaries
- Seismic lines and seismic horizon maps
Reference link for download the dataset
https://sarigbasis.pir.sa.gov.au/WebtopEw/ws/samref/sarig1/wcir/Record;jsessionid=E0E64FB23D26AC838007680E46C88B18
Project’s Use Case
In the oil and gas industry, well logging is the most important technology to collect hard data for detailed description, evaluation, and management of oil and gas reservoirs. This kind of data is a precious input to Geoscientists. However, due to drilling conditions, instrument fault, differences in logging conditions, data loss due to improper storage, and the concern of explorations costs, inevitably there will be incomplete logs or even missing logs.
Nowadays many researchers attempt to reveal the non-linear relationships among different good logs to deal with this multivariate task like machine learning models, linear regression, and neural networks.
This project aimed to use deep neural networks in partnership with Machine Learning techniques to predict missing log data as the same method used in stock markets and medicine behavior.
To discover this lack of data it’s mister to use Supervisionated Methods represented by Regression algorithms and strategies to predict the Velocity data.
Supervised learning is where you have input and output variable and then use an algorithm to learn the mapping function from the input to go to output. The aim is to implement the mapping function as close as possible to predict the training data through test data. To reach this the algorithm works as a teacher supervising the process.
Install Libraries and dependecies
%pip install lasio
%pip install -r optional-packages.txt
%pip install --upgrade lasio
import matplotlib.pyplot as plt
from numpy import mean, std
Requirement already satisfied: lasio in /home/familia/anaconda3/lib/python3.7/site-packages (0.25.1)
Requirement already satisfied: numpy in /home/familia/anaconda3/lib/python3.7/site-packages (from lasio) (1.16.2)
Note: you may need to restart the kernel to use updated packages.
[31mERROR: Could not open requirements file: [Errno 2] No such file or directory: 'optional-packages.txt'[0m
Note: you may need to restart the kernel to use updated packages.
Requirement already up-to-date: lasio in /home/familia/anaconda3/lib/python3.7/site-packages (0.25.1)
Requirement already satisfied, skipping upgrade: numpy in /home/familia/anaconda3/lib/python3.7/site-packages (from lasio) (1.16.2)
Note: you may need to restart the kernel to use updated packages.
%pip install welly
Requirement already satisfied: welly in /home/familia/anaconda3/lib/python3.7/site-packages (0.4.6)
Requirement already satisfied: scipy in /home/familia/anaconda3/lib/python3.7/site-packages (from welly) (1.2.1)
Requirement already satisfied: lasio in /home/familia/anaconda3/lib/python3.7/site-packages (from welly) (0.25.1)
Requirement already satisfied: matplotlib in /home/familia/anaconda3/lib/python3.7/site-packages (from welly) (2.2.2)
Requirement already satisfied: tqdm in /home/familia/anaconda3/lib/python3.7/site-packages (from welly) (4.31.1)
Requirement already satisfied: striplog in /home/familia/anaconda3/lib/python3.7/site-packages (from welly) (0.8.5)
Requirement already satisfied: numpy in /home/familia/anaconda3/lib/python3.7/site-packages (from welly) (1.16.2)
Requirement already satisfied: cycler>=0.10 in /home/familia/anaconda3/lib/python3.7/site-packages (from matplotlib->welly) (0.10.0)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /home/familia/anaconda3/lib/python3.7/site-packages (from matplotlib->welly) (2.3.1)
Requirement already satisfied: python-dateutil>=2.1 in /home/familia/anaconda3/lib/python3.7/site-packages (from matplotlib->welly) (2.8.0)
Requirement already satisfied: pytz in /home/familia/anaconda3/lib/python3.7/site-packages (from matplotlib->welly) (2018.9)
Requirement already satisfied: six>=1.10 in /home/familia/anaconda3/lib/python3.7/site-packages (from matplotlib->welly) (1.12.0)
Requirement already satisfied: kiwisolver>=1.0.1 in /home/familia/anaconda3/lib/python3.7/site-packages (from matplotlib->welly) (1.0.1)
Requirement already satisfied: setuptools in /home/familia/anaconda3/lib/python3.7/site-packages (from kiwisolver>=1.0.1->matplotlib->welly) (49.1.0)
Note: you may need to restart the kernel to use updated packages.
import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import lasio
import sys
%matplotlib inline
print("installed")
installed
# WELLS OF Otway FIELD
P1=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Balnaves 001/Balnaves1.las")
P2=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Viewbank 001/Viewbank 1.las")
P3=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Wynn 002/Wynn 2.las")
P4=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/McNamara Park 001/McNamara Park 1.las")
P5=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Northumberland 002/Northumberland 2.las")
P6=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Banyula 001/Banyula 1.las")
P7=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Bool Lagoon 001/Bool Lagoon 1.las")
P8=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Reedy Creek 001/Reedy Creek 1.las")
P9=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Patrick 001/Patrick 1.las")
P10=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Camelback 001/Camelback 1.las")
P11=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Lake Hawdon 001/Lake Hawdon 1.las")
P12=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Crankshaft 001/Crankshaft 1.las")
P13=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Laira 001/Laira 1.las")
P14=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Killanoola Southeast 001/Killanoola Southeast 1.las")
P15=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Katnook 004/Katnook 4.las")
P16=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Jacaranda Ridge 001/Jacaranda Ridge 1.las")
P17=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Patrick 001/Patrick 1.las")
P18=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Cowrie 001/Cowrie 1.las")
P19=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Hollick 001/Hollick 1.las")
P20=lasio.read("/home/familia/Desktop/Pioneer_Field_LAS/Untitled Folder/OtwayBasin/Bungaloo 001/Bungaloo 1.las")
#LET'S THE SEE LOG CURVES
P17.curves
[CurveItem(mnemonic=DEPTH, unit=M, value=, descr=Depth, original_mnemonic=DEPTH, data.shape=(19672,)),
CurveItem(mnemonic=CALI, unit=in, value=, descr=Caliper CAL Edited, patrick_1_dll.dlis, original_mnemonic=CALI, data.shape=(19672,)),
CurveItem(mnemonic=DRHO, unit=g/cm3, value=, descr=DensityCorr ZCOR Edited, patrick_1_dll.dlis, original_mnemonic=DRHO, data.shape=(19672,)),
CurveItem(mnemonic=DT, unit=us/ft, value=, descr=Sonic DT24 Edited, patrick_1_dll.dlis, original_mnemonic=DT, data.shape=(19672,)),
CurveItem(mnemonic=GR, unit=gAPI, value=, descr=GammaRay GR , patrick_1_dll.dlis, original_mnemonic=GR, data.shape=(19672,)),
CurveItem(mnemonic=NPHI, unit=dec, value=, descr=Neutron CNC Edited, patrick_1_dll.dlis, original_mnemonic=NPHI, data.shape=(19672,)),
CurveItem(mnemonic=PEF, unit=b/e, value=, descr=PhotoelectricF PE Edited, patrick_1_dll.dlis, original_mnemonic=PEF, data.shape=(19672,)),
CurveItem(mnemonic=RDEP, unit=ohmm, value=, descr=DeepRes RD Edited, patrick_1_dll.dlis, original_mnemonic=RDEP, data.shape=(19672,)),
CurveItem(mnemonic=RHOB, unit=g/cm3, value=, descr=Density ZDNC Edited, patrick_1_dll.dlis, original_mnemonic=RHOB, data.shape=(19672,)),
CurveItem(mnemonic=RMED, unit=ohmm, value=, descr=MedRes RS Edited, patrick_1_dll.dlis, original_mnemonic=RMED, data.shape=(19672,)),
CurveItem(mnemonic=RMIC, unit=ohmm, value=, descr=MicroRes RMLL Edited, patrick_1_dll.dlis, original_mnemonic=RMIC, data.shape=(19672,)),
CurveItem(mnemonic=SP, unit=mV, value=, descr=SponPot SPSBDH Edited, patrick_1_dll.dlis, original_mnemonic=SP, data.shape=(19672,))]
P20.write(sys.stdout)
~Version ---------------------------------------------------
VERS. 2.0 : CWLS log ASCII Standard -VERSION 2.0
WRAP. NO : SINGLE LINE PER DEPTH STEP
CREA. 22-Apr-17 8:58 : 45 AM
~Well ------------------------------------------------------
STRT .M 0.0 : START DEPTH
STOP .M 3720.084 : STOP DEPTH
STEP .M 0.1524 : STEP VALUE
NULL . -999.25 : NULL VALUE
DATE . 22-Apr-17 : LAS file Creation Date
WELL . Bungaloo 1 : Well Name
UWI . Bungaloo 001 : Unique Well Identifier (UWI)
COMP . Beach Energy Ltd : Company
STATE. SA : State
COUNT. AUSTRALIA : Country
API . 3076 : API Number
LOC . Otway : Location
GDAT . GDA94 Zone 54 : Geodetic Datum
LATI . 5868896.32 : Latitude/Northing
LONG . 476583.34 : Longitude/Easting
EKB . 62.7 : KB Elevation
EGL . 54.9 : GL Elevation
TDEP . 3713.0 : Total Depth
DATS . 19-Apr-14 : Spud Date
DATR . 16-Jun-14 : Rig Release Date
RIGN . Ensign 916 : Rig Name
~Curve Information -----------------------------------------
DEPTH.M : Depth
CALI .in : Caliper CAL Spliced, Edited, bungaloo_1_mll_rtex_r1.dlis, bungaloo_1_mll_rtex_r2.dlis
DRHO .g/cm3 : DenCorr ZCOR Edited, bungaloo_1_mll_rtex_xyzdl_r6.dlis
DT .us/ft : Sonic DT24 DT24.I Spliced, Edited, bungaloo_1_mll_rtex_r1.dlis, bungaloo_1_mll_rtex_r2.dlis
DTS .us/ft : ShearSonic DTS , bungaloo_1_mll_rtex_r2.dlis
GR .gAPI : GammaRay GR Spliced, Edited, bungaloo_1_mll_rtex_r1.dlis, bungaloo_1_mll_rtex_r2.dlis
NPHI .dec : Neutron CNC Edited, bungaloo_1_neutron_r2.dlis
PEF .b/e : PEFactor PE Edited, bungaloo_1_mll_rtex_xyzdl_r6.dlis
RDEP .ohmm : DeepRes MLR4C Spliced, Edited, bungaloo_1_mll_rtex_r1.dlis, bungaloo_1_mll_rtex_r2.dlis
RHOB .g/cm3 : Density ZDNC Edited, bungaloo_1_mll_rtex_xyzdl_r6.dlis
RMED .ohmm : MedRes MLR2C Spliced, Edited, bungaloo_1_mll_rtex_r1.dlis, bungaloo_1_mll_rtex_r2.dlis
RMIC .ohmm : MicroRes RMLL Spliced, Edited, bungaloo_1_mll_rtex_r1.dlis, bungaloo_1_mll_rtex_r2.dlis
SP .mV : SponPot SPWDH Edited, bungaloo_1_mll_rtex_r2.dlis
~Params ----------------------------------------------------
~Other -----------------------------------------------------
~ASCII -----------------------------------------------------
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1939.74720 12.30040 -999.25 75.62230 -999.25 72.52030 -999.25 -999.25 9.90680 -999.25 9.54700 1.13200 -999.25
1939.89960 12.32070 -999.25 74.19740 -999.25 64.48050 -999.25 -999.25 10.30410 -999.25 9.78120 1.18800 -999.25
1940.05200 12.24660 -999.25 76.89830 -999.25 62.47340 -999.25 -999.25 10.96770 -999.25 10.23070 1.25400 -999.25
1940.20440 12.25880 -999.25 81.33410 -999.25 65.67070 -999.25 -999.25 9.84610 -999.25 9.07250 1.21120 -999.25
1940.35680 12.29720 -999.25 85.59950 -999.25 69.83540 -999.25 -999.25 6.77600 -999.25 6.27690 1.06260 -999.25
1940.50920 12.32270 -999.25 89.27950 -999.25 79.70080 -999.25 -999.25 5.25300 -999.25 4.88040 0.95210 -999.25
1940.66160 12.41730 -999.25 90.98540 -999.25 93.52670 -999.25 -999.25 4.95320 -999.25 4.66600 0.92990 -999.25
1940.81400 12.52050 -999.25 90.60670 -999.25 93.11220 -999.25 -999.25 5.19500 -999.25 4.95750 0.96260 -999.25
1940.96640 12.58810 -999.25 90.25720 -999.25 92.80780 -999.25 -999.25 5.47280 -999.25 5.32900 0.97520 -999.25
1941.11880 12.70560 -999.25 90.63020 -999.25 98.14930 -999.25 -999.25 5.38980 -999.25 5.42630 1.04480 -999.25
1941.27120 12.70730 -999.25 91.70730 -999.25 96.39950 -999.25 -999.25 4.73310 -999.25 4.93850 1.23490 -999.25
1941.42360 12.88010 -999.25 93.09120 -999.25 106.49220 -999.25 -999.25 3.82610 -999.25 4.06470 1.10410 -999.25
1941.57600 14.10340 -999.25 97.75190 -999.25 117.68970 -999.25 -999.25 3.16370 -999.25 3.35000 0.60460 -999.25
1941.72840 14.18780 -999.25 108.03490 -999.25 116.52450 -999.25 -999.25 2.72010 -999.25 2.88310 0.29450 -999.25
1941.88080 14.76810 -999.25 113.80850 -999.25 111.65360 -999.25 -999.25 2.34030 -999.25 2.49540 0.21870 -999.25
1942.03320 13.32910 -999.25 112.09610 -999.25 118.10590 -999.25 -999.25 2.15050 -999.25 2.31770 0.25880 -999.25
1942.18560 12.74230 -999.25 106.14590 -999.25 121.71350 -999.25 -999.25 2.44530 -999.25 2.66280 0.60300 -999.25
1942.33800 12.67790 -999.25 95.19110 -999.25 115.89040 -999.25 -999.25 3.28570 -999.25 3.52730 1.17190 -999.25
1942.49040 12.64450 -999.25 87.80880 -999.25 112.15130 -999.25 -999.25 3.96120 -999.25 4.19150 1.47010 -999.25
1942.64280 12.61350 -999.25 87.16220 -999.25 109.20810 -999.25 -999.25 4.31160 -999.25 4.49420 1.56900 -999.25
1942.79520 12.65130 -999.25 87.40710 -999.25 109.83730 -999.25 -999.25 4.70420 -999.25 4.79170 1.55040 -999.25
1942.94760 12.66640 -999.25 87.19690 -999.25 109.31000 -999.25 -999.25 5.22550 -999.25 5.18920 1.53960 -999.25
1943.10000 12.62820 -999.25 86.70040 -999.25 100.68840 -999.25 -999.25 5.85430 -999.25 5.73850 1.53310 -999.25
1943.25240 12.65830 -999.25 85.92340 -999.25 96.40840 -999.25 -999.25 6.40880 -999.25 6.25770 1.56980 -999.25
1943.40480 12.67180 -999.25 85.99290 -999.25 98.82260 -999.25 -999.25 6.57970 -999.25 6.49750 1.60610 -999.25
1943.55720 12.63510 -999.25 87.19600 -999.25 102.09950 -999.25 -999.25 6.54790 -999.25 6.54530 1.62310 -999.25
1943.70960 12.63380 -999.25 89.44310 -999.25 100.54860 -999.25 -999.25 6.48960 -999.25 6.52460 1.64560 -999.25
1943.86200 12.70770 -999.25 90.77480 -999.25 101.41150 -999.25 -999.25 6.48320 -999.25 6.49750 1.50080 -999.25
1944.01440 12.68370 -999.25 90.58860 -999.25 100.66080 -999.25 -999.25 6.40030 -999.25 6.49060 1.23450 -999.25
1944.16680 12.64770 -999.25 89.63980 -999.25 97.47780 -999.25 -999.25 6.42260 -999.25 6.55060 1.23720 -999.25
1944.31920 12.67310 -999.25 88.19490 -999.25 100.03350 -999.25 -999.25 6.48550 -999.25 6.57230 1.41440 -999.25
1944.47160 12.81640 -999.25 88.68870 -999.25 98.81550 -999.25 -999.25 6.55090 -999.25 6.58630 1.27970 -999.25
1944.62400 13.09460 -999.25 90.74430 -999.25 97.13040 -999.25 -999.25 6.71760 -999.25 6.67990 1.01940 -999.25
1944.77640 13.04220 -999.25 91.29600 -999.25 99.70290 -999.25 -999.25 6.90830 -999.25 6.75550 0.74480 -999.25
1944.92880 12.70740 -999.25 90.15280 -999.25 94.30240 -999.25 -999.25 7.03270 -999.25 6.82000 0.84240 -999.25
1945.08120 12.75450 -999.25 88.45400 -999.25 93.20280 -999.25 -999.25 6.88430 -999.25 6.89000 1.17420 -999.25
1945.23360 12.70180 -999.25 86.67040 -999.25 96.34420 -999.25 -999.25 6.48830 -999.25 6.75270 1.50940 -999.25
1945.38600 12.72770 -999.25 86.51760 -999.25 107.85220 -999.25 -999.25 5.75060 -999.25 6.14840 1.59280 -999.25
1945.53840 12.72180 -999.25 88.48770 -999.25 121.05270 -999.25 -999.25 4.55190 -999.25 4.97630 1.41590 -999.25
1945.69080 13.07670 -999.25 94.39120 -999.25 118.28400 -999.25 -999.25 3.34140 -999.25 3.73610 1.01270 -999.25
1945.84320 14.04480 -999.25 103.62400 -999.25 112.65980 -999.25 -999.25 2.52460 -999.25 2.84060 0.55960 -999.25
1945.99560 14.80060 -999.25 109.48210 -999.25 107.14910 -999.25 -999.25 1.99780 -999.25 2.26200 0.42620 -999.25
1946.14800 14.21690 -999.25 109.66730 -999.25 102.81290 -999.25 -999.25 1.74880 -999.25 1.98540 0.43350 -999.25
1946.30040 12.72510 -999.25 104.10810 -999.25 106.58480 -999.25 -999.25 1.92330 -999.25 2.16370 0.81930 -999.25
1946.45280 12.72750 -999.25 94.33290 -999.25 115.28600 -999.25 -999.25 2.68360 -999.25 2.96450 1.39240 -999.25
1946.60520 12.68460 -999.25 87.92140 -999.25 112.16760 -999.25 -999.25 3.68040 -999.25 3.96940 1.63820 -999.25
1946.75760 12.67550 -999.25 86.95830 -999.25 98.06200 -999.25 -999.25 4.51090 -999.25 4.72570 1.72460 -999.25
1946.91000 12.71580 -999.25 88.91070 -999.25 96.79290 -999.25 -999.25 4.99540 -999.25 5.08770 1.71160 -999.25
1947.06240 12.70460 -999.25 91.80060 -999.25 104.28210 -999.25 -999.25 4.79850 -999.25 4.81760 1.61990 -999.25
1947.21480 12.69240 -999.25 92.88320 -999.25 110.91240 -999.25 -999.25 4.03160 -999.25 3.99310 1.50190 -999.25
1947.36720 12.72770 -999.25 93.16540 -999.25 113.35170 -999.25 -999.25 3.56080 -999.25 3.51720 1.48200 -999.25
1947.51960 12.75930 -999.25 95.68320 -999.25 116.83900 -999.25 -999.25 3.50980 -999.25 3.54220 1.53860 -999.25
1947.67200 12.80860 -999.25 99.90300 -999.25 120.45190 -999.25 -999.25 3.39470 -999.25 3.50050 1.53120 -999.25
1947.82440 13.07980 -999.25 103.05460 -999.25 121.45650 -999.25 -999.25 2.83110 -999.25 2.95820 1.31680 -999.25
1947.97680 13.49910 -999.25 105.30200 -999.25 117.51330 -999.25 -999.25 2.28540 -999.25 2.41000 1.21950 -999.25
1948.12920 12.98610 -999.25 103.54450 -999.25 116.57180 -999.25 -999.25 2.28520 -999.25 2.40270 1.82990 -999.25
1948.28160 12.75410 -999.25 98.35540 -999.25 117.35000 -999.25 -999.25 2.51390 -999.25 2.63630 1.26600 -999.25
1948.43400 12.72170 -999.25 95.96530 -999.25 116.44810 -999.25 -999.25 2.63260 -999.25 2.76130 1.25980 -999.25
1948.58640 12.72670 -999.25 95.58090 -999.25 120.09560 -999.25 -999.25 2.79390 -999.25 2.92350 2.06720 -999.25
1948.73880 12.70640 -999.25 96.24210 -999.25 117.76680 -999.25 -999.25 2.83510 -999.25 2.99830 1.99850 -999.25
1948.89120 12.68540 -999.25 97.56670 -999.25 112.64710 -999.25 -999.25 2.75670 -999.25 2.87610 1.71070 -999.25
1949.04360 12.68430 -999.25 98.60270 -999.25 115.12870 -999.25 -999.25 2.84770 -999.25 2.90770 1.37990 -999.25
1949.19600 12.69980 -999.25 99.38150 -999.25 115.90030 -999.25 -999.25 3.08850 -999.25 3.14330 1.44750 -999.25
1949.34840 12.69950 -999.25 97.95840 -999.25 115.11960 -999.25 -999.25 3.29840 -999.25 3.37540 2.41910 -999.25
1949.50080 12.73700 -999.25 95.51030 -999.25 110.26940 -999.25 -999.25 3.35990 -999.25 3.47210 3.63170 -999.25
1949.65320 12.63550 -999.25 96.25720 -999.25 110.69610 -999.25 -999.25 3.33500 -999.25 3.45040 1.77940 -999.25
1949.80560 12.61890 -999.25 99.33220 -999.25 118.84270 -999.25 -999.25 3.04470 -999.25 3.14050 1.22660 -999.25
1949.95800 12.74980 -999.25 101.71740 -999.25 119.07450 -999.25 -999.25 2.40090 -999.25 2.51970 0.71760 -999.25
1950.11040 12.83340 -999.25 102.77550 -999.25 121.21170 -999.25 -999.25 2.10260 -999.25 2.21290 0.58390 -999.25
1950.26280 12.77110 -999.25 98.24600 -999.25 125.23360 -999.25 -999.25 2.27320 -999.25 2.39220 0.66450 -999.25
1950.41520 12.73330 -999.25 89.03610 -999.25 117.15850 -999.25 -999.25 2.76200 -999.25 2.89370 0.78730 -999.25
1950.56760 12.63820 -999.25 82.24180 -999.25 102.26810 -999.25 -999.25 3.73800 -999.25 3.87160 1.14200 -999.25
1950.72000 12.63300 -999.25 79.86640 -999.25 84.24720 -999.25 -999.25 5.19060 -999.25 5.28060 1.59600 -999.25
1950.87240 12.65640 -999.25 81.66030 -999.25 86.76310 -999.25 -999.25 5.71630 -999.25 5.84200 1.76890 -999.25
1951.02480 12.70670 -999.25 85.51830 -999.25 101.49670 -999.25 -999.25 4.45900 -999.25 4.74690 1.52680 -999.25
1951.17720 12.62550 -999.25 90.30610 -999.25 109.59610 -999.25 -999.25 3.36760 -999.25 3.62020 1.38230 -999.25
1951.32960 12.63380 -999.25 93.89290 -999.25 116.68760 -999.25 -999.25 3.07980 -999.25 3.27600 1.39260 -999.25
1951.48200 12.67390 -999.25 95.59270 -999.25 117.22870 -999.25 -999.25 3.04720 -999.25 3.21810 1.37880 -999.25
1951.63440 12.67070 -999.25 96.83030 -999.25 109.72340 -999.25 -999.25 3.03330 -999.25 3.17660 1.35620 -999.25
1951.78680 12.70400 -999.25 96.79640 -999.25 115.73870 -999.25 -999.25 2.97500 -999.25 3.15060 1.33970 -999.25
1951.93920 12.64920 -999.25 96.46680 -999.25 118.67040 -999.25 -999.25 2.98080 -999.25 3.12030 1.33150 -999.25
1952.09160 12.62360 -999.25 96.52090 -999.25 101.87830 -999.25 -999.25 3.04890 -999.25 3.14160 1.35980 -999.25
1952.24400 12.65590 -999.25 96.54910 -999.25 87.28230 -999.25 -999.25 3.08010 -999.25 3.25680 1.34670 -999.25
1952.39640 12.68420 -999.25 95.34280 -999.25 115.36450 -999.25 -999.25 3.10320 -999.25 3.27180 1.34480 -999.25
1952.54880 12.64670 -999.25 93.29650 -999.25 138.15870 -999.25 -999.25 3.08620 -999.25 3.22510 1.37360 -999.25
1952.70120 12.69210 -999.25 91.29590 -999.25 141.18230 -999.25 -999.25 3.18720 -999.25 3.26660 1.39100 -999.25
1952.85360 12.71880 -999.25 89.26470 -999.25 141.28830 -999.25 -999.25 3.24700 -999.25 3.32810 1.38670 -999.25
1953.00600 12.73250 -999.25 88.62460 -999.25 134.39460 -999.25 -999.25 3.18180 -999.25 3.30130 1.35220 -999.25
1953.15840 12.76310 -999.25 90.40840 -999.25 122.51960 -999.25 -999.25 3.08510 -999.25 3.15630 1.24780 -999.25
1953.31080 13.24790 -999.25 95.66480 -999.25 119.58960 -999.25 -999.25 2.70600 -999.25 2.82680 0.99190 -999.25
1953.46320 13.99620 -999.25 103.57670 -999.25 124.49120 -999.25 -999.25 2.21180 -999.25 2.39680 0.74080 -999.25
1953.61560 13.87320 -999.25 108.23850 -999.25 120.04630 -999.25 -999.25 1.87090 -999.25 2.03820 0.56420 -999.25
1953.76800 13.59750 -999.25 108.15210 -999.25 114.56480 -999.25 -999.25 1.72750 -999.25 1.90060 0.56320 -999.25
1953.92040 13.59230 -999.25 104.73670 -999.25 114.75220 -999.25 -999.25 1.87860 -999.25 2.05200 0.69410 -999.25
1954.07280 13.04460 -999.25 98.51030 -999.25 112.77440 -999.25 -999.25 2.12420 -999.25 2.31870 0.92550 -999.25
1954.22520 12.92780 -999.25 94.37310 -999.25 106.29830 -999.25 -999.25 2.32760 -999.25 2.56690 1.16830 -999.25
1954.37760 12.88720 -999.25 91.77420 -999.25 104.26680 -999.25 -999.25 2.65110 -999.25 2.86920 1.21740 -999.25
1954.53000 12.75770 -999.25 88.83800 -999.25 108.44000 -999.25 -999.25 3.05470 -999.25 3.22090 1.22550 -999.25
1954.68240 12.72990 -999.25 86.76220 -999.25 101.73560 -999.25 -999.25 3.52640 -999.25 3.64530 1.40850 -999.25
1954.83480 12.67110 -999.25 86.77350 -999.25 94.30710 -999.25 -999.25 3.56970 -999.25 3.70570 2.93470 -999.25
1954.98720 12.62050 -999.25 86.58720 -999.25 89.66860 -999.25 -999.25 3.64890 -999.25 3.78410 4.66890 -999.25
1955.13960 12.56220 -999.25 85.84350 -999.25 90.51230 -999.25 -999.25 3.78340 -999.25 3.90010 5.21710 -999.25
1955.29200 12.60210 -999.25 86.06130 -999.25 91.75080 -999.25 -999.25 3.74440 -999.25 3.89710 4.99550 -999.25
1955.44440 12.61520 -999.25 86.79230 -999.25 100.25100 -999.25 -999.25 3.62330 -999.25 3.80560 4.63630 -999.25
1955.59680 12.62680 -999.25 88.59880 -999.25 104.60050 -999.25 -999.25 3.43720 -999.25 3.63050 4.43460 -999.25
1955.74920 12.63830 -999.25 90.89110 -999.25 106.82820 -999.25 -999.25 3.22420 -999.25 3.40600 4.14000 -999.25
1955.90160 12.65550 -999.25 92.14070 -999.25 107.62340 -999.25 -999.25 3.00110 -999.25 3.18370 3.89740 -999.25
1956.05400 12.62780 -999.25 93.86680 -999.25 106.40480 -999.25 -999.25 2.79680 -999.25 3.02830 3.68930 -999.25
1956.20640 12.73130 -999.25 96.82190 -999.25 110.72670 -999.25 -999.25 2.65490 -999.25 2.91720 3.69560 -999.25
1956.35880 13.11390 -999.25 96.93970 -999.25 109.55300 -999.25 -999.25 2.56770 -999.25 2.82100 3.82250 -999.25
1956.51120 13.10300 -999.25 97.54070 -999.25 107.54530 -999.25 -999.25 2.48630 -999.25 2.75780 3.63450 -999.25
1956.66360 12.68600 -999.25 99.64890 -999.25 111.15010 -999.25 -999.25 2.40890 -999.25 2.68610 3.72030 -999.25
1956.81600 12.82890 -999.25 99.05800 -999.25 115.55420 -999.25 -999.25 2.15430 -999.25 2.39170 3.07610 -999.25
1956.96840 12.76830 -999.25 99.59590 -999.25 121.14280 -999.25 -999.25 1.88690 -999.25 2.10860 2.33730 -999.25
1957.12080 12.68130 -999.25 100.12090 -999.25 126.33260 -999.25 -999.25 1.83980 -999.25 2.08230 2.39100 -999.25
1957.27320 12.65060 -999.25 98.32690 -999.25 123.67900 -999.25 -999.25 1.89910 -999.25 2.16620 2.57600 -999.25
1957.42560 12.54490 -999.25 96.90230 -999.25 118.99930 -999.25 -999.25 1.92130 -999.25 2.20860 2.52110 -999.25
1957.57800 12.52200 -999.25 96.53840 -999.25 117.53500 -999.25 -999.25 1.92820 -999.25 2.22880 2.48420 -999.25
1957.73040 12.54170 -999.25 96.95570 -999.25 117.53310 -999.25 -999.25 1.96450 -999.25 2.27890 2.66690 -999.25
1957.88280 12.54980 -999.25 96.49360 -999.25 119.64790 -999.25 -999.25 2.00430 -999.25 2.31660 2.73750 -999.25
1958.03520 12.60140 -999.25 93.71300 -999.25 112.68120 -999.25 -999.25 2.04550 -999.25 2.32630 2.63690 -999.25
1958.18760 12.54570 -999.25 90.12940 -999.25 101.65760 -999.25 -999.25 2.13520 -999.25 2.41530 2.74860 -999.25
1958.34000 12.51990 -999.25 86.66070 -999.25 96.06500 -999.25 -999.25 2.46130 -999.25 2.76350 3.61190 -999.25
1958.49240 12.51910 -999.25 83.35980 -999.25 92.70620 -999.25 -999.25 2.92430 -999.25 3.23500 4.01280 -999.25
1958.64480 12.50150 -999.25 80.47300 -999.25 92.45190 -999.25 -999.25 3.29550 -999.25 3.58830 4.46540 -999.25
1958.79720 12.45990 -999.25 77.92120 -999.25 88.41530 -999.25 -999.25 3.88380 -999.25 4.13600 6.16150 -999.25
1958.94960 12.45440 -999.25 76.92850 -999.25 85.54340 -999.25 -999.25 5.04510 -999.25 5.27650 10.97890 -999.25
1959.10200 12.44860 -999.25 77.79400 -999.25 87.55790 -999.25 -999.25 6.12400 -999.25 6.32430 11.53940 -999.25
1959.25440 12.49740 -999.25 80.16730 -999.25 89.55000 -999.25 -999.25 5.62200 -999.25 5.75430 6.60640 -999.25
1959.40680 12.48430 -999.25 83.35240 -999.25 91.25120 -999.25 -999.25 4.63960 -999.25 4.79060 5.45940 -999.25
1959.55920 12.49280 -999.25 84.93770 -999.25 95.84470 -999.25 -999.25 4.45760 -999.25 4.67020 6.09940 -999.25
1959.71160 12.49890 -999.25 85.66090 -999.25 97.59880 -999.25 -999.25 4.39370 -999.25 4.67950 5.25420 -999.25
1959.86400 12.52500 -999.25 88.72420 -999.25 103.02690 -999.25 -999.25 3.82830 -999.25 4.19490 4.09690 -999.25
1960.01640 12.62010 -999.25 94.74400 -999.25 108.52180 -999.25 -999.25 3.03900 -999.25 3.41360 3.11000 -999.25
1960.16880 13.08210 -999.25 100.27870 -999.25 107.03270 -999.25 -999.25 2.39500 -999.25 2.74170 2.44490 -999.25
1960.32120 13.06850 -999.25 102.57920 -999.25 106.47180 -999.25 -999.25 1.99590 -999.25 2.33650 1.46880 -999.25
1960.47360 12.99640 -999.25 102.58510 -999.25 109.17870 -999.25 -999.25 1.90150 -999.25 2.24600 1.72250 -999.25
1960.62600 12.93090 -999.25 98.75600 -999.25 111.54830 -999.25 -999.25 2.10440 -999.25 2.47480 2.79240 -999.25
1960.77840 12.54850 -999.25 94.04410 -999.25 107.82470 -999.25 -999.25 2.45320 -999.25 2.83030 3.31400 -999.25
1960.93080 12.53010 -999.25 92.11880 -999.25 109.89210 -999.25 -999.25 2.74830 -999.25 3.11890 3.60160 -999.25
1961.08320 12.54170 -999.25 90.82050 -999.25 114.87450 -999.25 -999.25 2.85400 -999.25 3.21700 3.58240 -999.25
1961.23560 12.51970 -999.25 90.64880 -999.25 111.68190 -999.25 -999.25 2.82480 -999.25 3.17570 3.53950 -999.25
1961.38800 12.46660 -999.25 91.74360 -999.25 109.76570 -999.25 -999.25 2.84430 -999.25 3.17190 3.69380 -999.25
1961.54040 12.48250 -999.25 92.17360 -999.25 107.53920 -999.25 -999.25 2.87220 -999.25 3.19570 3.74900 -999.25
1961.69280 12.49530 -999.25 91.93750 -999.25 109.60130 -999.25 -999.25 2.90760 -999.25 3.18680 3.73010 -999.25
1961.84520 12.51850 -999.25 91.29660 -999.25 105.13170 -999.25 -999.25 2.95480 -999.25 3.21270 3.80210 -999.25
1961.99760 12.53000 -999.25 90.14860 -999.25 103.44370 -999.25 -999.25 2.97550 -999.25 3.24960 3.81610 -999.25
1962.15000 12.54540 -999.25 89.61710 -999.25 105.17580 -999.25 -999.25 3.00800 -999.25 3.27060 3.86460 -999.25
1962.30240 12.55110 -999.25 90.21330 -999.25 106.37220 -999.25 -999.25 3.04310 -999.25 3.29350 3.87780 -999.25
1962.45480 12.51250 -999.25 90.96090 -999.25 107.03310 -999.25 -999.25 3.11170 -999.25 3.32280 3.91860 -999.25
1962.60720 12.45780 -999.25 91.18570 -999.25 105.82790 -999.25 -999.25 3.13790 -999.25 3.35810 3.92310 -999.25
1962.75960 12.50230 -999.25 90.67240 -999.25 105.93630 -999.25 -999.25 3.15500 -999.25 3.42100 3.97310 -999.25
1962.91200 12.53150 -999.25 89.47710 -999.25 107.33570 -999.25 -999.25 3.30880 -999.25 3.60080 4.19550 -999.25
1963.06440 12.56200 -999.25 88.36180 -999.25 103.27010 -999.25 -999.25 3.47330 -999.25 3.77020 4.37300 -999.25
1963.21680 12.58070 -999.25 88.87560 -999.25 106.70680 -999.25 -999.25 3.47740 -999.25 3.78170 4.36210 -999.25
1963.36920 12.61680 -999.25 91.46570 -999.25 107.54010 -999.25 -999.25 3.27550 -999.25 3.55000 4.26690 -999.25
1963.52160 12.72000 -999.25 94.65370 -999.25 108.25300 -999.25 -999.25 2.76440 -999.25 3.00950 3.65130 -999.25
1963.67400 12.75520 -999.25 97.43790 -999.25 111.27480 -999.25 -999.25 2.34690 -999.25 2.56970 3.03840 -999.25
1963.82640 12.80430 -999.25 98.43420 -999.25 115.02380 -999.25 -999.25 2.25980 -999.25 2.48740 3.02790 -999.25
1963.97880 12.72250 -999.25 97.44300 -999.25 118.80340 -999.25 -999.25 2.31530 -999.25 2.55980 3.09310 -999.25
1964.13120 12.67930 -999.25 96.56640 -999.25 114.52950 -999.25 -999.25 2.40570 -999.25 2.64670 3.21970 -999.25
1964.28360 12.67910 -999.25 96.96090 -999.25 110.77510 -999.25 -999.25 2.43010 -999.25 2.69830 3.33070 -999.25
1964.43600 12.71030 -999.25 98.03940 -999.25 112.80680 -999.25 -999.25 2.35370 -999.25 2.63380 3.19770 -999.25
1964.58840 12.86220 -999.25 98.52610 -999.25 116.84780 -999.25 -999.25 2.23750 -999.25 2.51910 2.91840 -999.25
1964.74080 12.81950 -999.25 98.79590 -999.25 122.55680 -999.25 -999.25 2.23360 -999.25 2.49580 2.83700 -999.25
1964.89320 12.70580 -999.25 98.73160 -999.25 120.22710 -999.25 -999.25 2.32860 -999.25 2.57960 3.06520 -999.25
1965.04560 12.60930 -999.25 98.27080 -999.25 117.76150 -999.25 -999.25 2.32660 -999.25 2.56750 2.99230 -999.25
1965.19800 12.59040 -999.25 98.02390 -999.25 122.49380 -999.25 -999.25 2.25180 -999.25 2.47990 2.79760 -999.25
1965.35040 12.63720 -999.25 96.73980 -999.25 125.34920 -999.25 -999.25 2.32450 -999.25 2.52720 2.89140 -999.25
1965.50280 12.68090 -999.25 94.15540 -999.25 118.89730 -999.25 -999.25 2.53820 -999.25 2.72310 3.41390 -999.25
1965.65520 12.65380 -999.25 92.15780 -999.25 108.37640 -999.25 -999.25 2.77650 -999.25 2.94800 4.45380 -999.25
1965.80760 12.68360 -999.25 91.52670 -999.25 107.00430 -999.25 -999.25 2.90760 -999.25 3.06490 5.22350 -999.25
1965.96000 12.67690 -999.25 91.76780 -999.25 109.82510 -999.25 -999.25 2.76340 -999.25 2.90700 4.27000 -999.25
1966.11240 12.64720 -999.25 92.80970 -999.25 110.88340 -999.25 -999.25 2.57180 -999.25 2.71360 3.41690 -999.25
1966.26480 12.64890 -999.25 93.80700 -999.25 112.70740 -999.25 -999.25 2.54800 -999.25 2.69060 3.33500 -999.25
1966.41720 12.63810 -999.25 93.95320 -999.25 113.45420 -999.25 -999.25 2.61120 -999.25 2.75300 3.39480 -999.25
1966.56960 12.65290 -999.25 93.27000 -999.25 120.00350 -999.25 -999.25 2.67810 -999.25 2.82690 3.42370 -999.25
1966.72200 12.67970 -999.25 93.62130 -999.25 116.99360 -999.25 -999.25 2.71870 -999.25 2.88630 3.52110 -999.25
1966.87440 13.09870 -999.25 96.47900 -999.25 110.67740 -999.25 -999.25 2.59160 -999.25 2.76950 3.25790 -999.25
1967.02680 13.34520 -999.25 99.51260 -999.25 114.48940 -999.25 -999.25 2.31500 -999.25 2.48990 2.75050 -999.25
1967.17920 13.23340 -999.25 100.24190 -999.25 117.72140 -999.25 -999.25 2.06080 -999.25 2.22750 1.99630 -999.25
1967.33160 12.73390 -999.25 99.27610 -999.25 114.56680 -999.25 -999.25 1.98660 -999.25 2.15590 1.74670 -999.25
1967.48400 12.69680 -999.25 96.79500 -999.25 114.85070 -999.25 -999.25 2.14330 -999.25 2.32550 2.50620 -999.25
1967.63640 12.74970 -999.25 95.25720 -999.25 115.60510 -999.25 -999.25 2.16470 -999.25 2.36010 2.80720 -999.25
1967.78880 12.75720 -999.25 99.09390 -999.25 118.26890 -999.25 -999.25 2.08820 -999.25 2.29190 2.79540 -999.25
1967.94120 12.71630 -999.25 103.71200 -999.25 118.27620 -999.25 -999.25 2.03640 -999.25 2.24510 2.86430 -999.25
1968.09360 13.35100 -999.25 104.04820 -999.25 119.46590 -999.25 -999.25 1.92770 -999.25 2.09770 2.60870 -999.25
1968.24600 12.94250 -999.25 101.95660 -999.25 120.73790 -999.25 -999.25 1.91970 -999.25 2.09540 2.65730 -999.25
1968.39840 12.62790 -999.25 98.25940 -999.25 119.32420 -999.25 -999.25 2.15480 -999.25 2.33960 2.94920 -999.25
1968.55080 12.66850 -999.25 94.71740 -999.25 117.78240 -999.25 -999.25 2.28640 -999.25 2.47850 3.03360 -999.25
1968.70320 12.71440 -999.25 93.26050 -999.25 114.69180 -999.25 -999.25 2.25460 -999.25 2.45350 2.91230 -999.25
1968.85560 12.70320 -999.25 92.57680 -999.25 109.90170 -999.25 -999.25 2.36190 -999.25 2.57280 3.17910 -999.25
1969.00800 12.70350 -999.25 91.33760 -999.25 106.11180 -999.25 -999.25 2.78820 -999.25 3.00460 4.02520 -999.25
1969.16040 12.56960 -999.25 90.74530 -999.25 106.56630 -999.25 -999.25 3.19220 -999.25 3.40080 4.23420 -999.25
1969.31280 12.60110 -999.25 91.49720 -999.25 107.45750 -999.25 -999.25 3.13380 -999.25 3.34090 3.64270 -999.25
1969.46520 12.61320 -999.25 92.92030 -999.25 108.94320 -999.25 -999.25 2.81120 -999.25 3.03550 3.26390 -999.25
1969.61760 12.60620 -999.25 94.44940 -999.25 110.21140 -999.25 -999.25 2.58380 -999.25 2.81550 3.16310 -999.25
1969.77000 12.62510 -999.25 94.41020 -999.25 111.61830 -999.25 -999.25 2.50590 -999.25 2.71970 3.13400 -999.25
1969.92240 12.61660 -999.25 93.63870 -999.25 112.61540 -999.25 -999.25 2.52220 -999.25 2.73560 3.20670 -999.25
1970.07480 12.54030 -999.25 93.82990 -999.25 108.90910 -999.25 -999.25 2.60590 -999.25 2.83200 3.52700 -999.25
1970.22720 12.43070 -999.25 93.76400 -999.25 107.89330 -999.25 -999.25 2.64600 -999.25 2.87060 3.30730 -999.25
1970.37960 12.47060 -999.25 93.69330 -999.25 111.88180 -999.25 -999.25 2.62640 -999.25 2.84530 3.18700 -999.25
1970.53200 12.48910 -999.25 93.80920 -999.25 112.68840 -999.25 -999.25 2.71780 -999.25 2.95360 3.46060 -999.25
1970.68440 12.49400 -999.25 92.83130 -999.25 115.34480 -999.25 -999.25 2.84260 -999.25 3.11500 3.80160 -999.25
1970.83680 12.49190 -999.25 91.39700 -999.25 109.23910 -999.25 -999.25 2.90380 -999.25 3.20060 3.89480 -999.25
1970.98920 12.50680 -999.25 92.71030 -999.25 104.98640 -999.25 -999.25 2.86670 -999.25 3.17970 3.85430 -999.25
1971.14160 12.50170 -999.25 99.68080 -999.25 112.17930 -999.25 -999.25 2.59940 -999.25 2.91930 3.49910 -999.25
1971.29400 13.66760 -999.25 105.41330 -999.25 113.97360 -999.25 -999.25 2.18530 -999.25 2.47910 2.88860 -999.25
1971.44640 13.07860 -999.25 106.43260 -999.25 110.94540 -999.25 -999.25 1.89850 -999.25 2.16400 2.59780 -999.25
1971.59880 12.46330 -999.25 105.13500 -999.25 108.90500 -999.25 -999.25 1.85400 -999.25 2.13650 2.95440 -999.25
1971.75120 12.49620 -999.25 98.70350 -999.25 109.53040 -999.25 -999.25 2.19450 -999.25 2.55220 3.27430 -999.25
1971.90360 12.50650 -999.25 92.77180 -999.25 110.01570 -999.25 -999.25 2.57010 -999.25 3.00490 3.74030 -999.25
1972.05600 12.51390 -999.25 91.37700 -999.25 103.91360 -999.25 -999.25 2.87430 -999.25 3.34160 4.44260 -999.25
1972.20840 12.50510 -999.25 89.96690 -999.25 103.80090 -999.25 -999.25 3.26790 -999.25 3.73440 4.70260 -999.25
1972.36080 12.50470 -999.25 88.31290 -999.25 99.22910 -999.25 -999.25 3.84410 -999.25 4.30980 5.59930 -999.25
1972.51320 12.49440 -999.25 87.73880 -999.25 95.70700 -999.25 -999.25 4.32420 -999.25 4.73800 6.02100 -999.25
1972.66560 12.48980 -999.25 87.80430 -999.25 100.89480 -999.25 -999.25 4.34190 -999.25 4.73340 5.78620 -999.25
1972.81800 12.43990 -999.25 87.57990 -999.25 102.40710 -999.25 -999.25 4.18060 -999.25 4.60070 5.51930 -999.25
1972.97040 12.47220 -999.25 86.77260 -999.25 104.10660 -999.25 -999.25 4.15700 -999.25 4.61390 5.63030 -999.25
1973.12280 12.52570 -999.25 86.04460 -999.25 100.54900 -999.25 -999.25 4.39980 -999.25 4.88620 6.32010 -999.25
1973.27520 12.49250 -999.25 85.92650 -999.25 97.29670 -999.25 -999.25 4.71270 -999.25 5.21350 6.30190 -999.25
1973.42760 12.51290 -999.25 86.45950 -999.25 94.67930 -999.25 -999.25 4.69040 -999.25 5.17190 6.17340 -999.25
1973.58000 12.53690 -999.25 87.22000 -999.25 95.61100 -999.25 -999.25 4.56370 -999.25 5.06520 5.57690 -999.25
1973.73240 12.54160 -999.25 88.02720 -999.25 101.02100 -999.25 -999.25 4.59060 -999.25 5.14840 5.73840 -999.25
1973.88480 12.48880 -999.25 89.02660 -999.25 100.06450 -999.25 -999.25 4.69270 -999.25 5.30250 5.97020 -999.25
1974.03720 12.46470 -999.25 90.17050 -999.25 97.94940 -999.25 -999.25 4.60650 -999.25 5.18630 5.48630 -999.25
1974.18960 12.47280 -999.25 91.16480 -999.25 100.40780 -999.25 -999.25 4.43650 -999.25 4.96220 5.41470 -999.25
1974.34200 12.49650 -999.25 91.95840 -999.25 102.21590 -999.25 -999.25 4.42490 -999.25 4.94430 5.80390 -999.25
1974.49440 12.51840 -999.25 92.60320 -999.25 104.55110 -999.25 -999.25 4.29900 -999.25 4.84620 5.78260 -999.25
1974.64680 12.52220 -999.25 93.25650 -999.25 108.09480 -999.25 -999.25 3.90950 -999.25 4.42120 5.08300 -999.25
1974.79920 12.52840 -999.25 94.24390 -999.25 108.70960 -999.25 -999.25 3.52890 -999.25 3.97960 4.55610 -999.25
1974.95160 12.52180 -999.25 95.00920 -999.25 107.50070 -999.25 -999.25 3.31650 -999.25 3.74230 4.33930 -999.25
1975.10400 12.52120 -999.25 94.65760 -999.25 103.54840 -999.25 -999.25 3.31460 -999.25 3.73530 4.29110 -999.25
1975.25640 12.50620 -999.25 92.39200 -999.25 103.42860 -999.25 -999.25 3.45520 -999.25 3.88310 4.78800 -999.25
1975.40880 12.46970 -999.25 89.56890 -999.25 99.93980 -999.25 -999.25 3.80520 -999.25 4.23940 6.22550 -999.25
1975.56120 12.47510 -999.25 88.26560 -999.25 99.15740 -999.25 -999.25 4.38620 -999.25 4.83020 7.19430 -999.25
1975.71360 12.50350 -999.25 88.48230 -999.25 103.63620 -999.25 -999.25 4.44040 -999.25 4.86580 6.30760 -999.25
1975.86600 12.52510 -999.25 90.57820 -999.25 105.90400 -999.25 -999.25 3.57840 -999.25 3.94240 4.37630 -999.25
1976.01840 12.54040 -999.25 94.10250 -999.25 114.85490 -999.25 -999.25 2.89410 -999.25 3.22810 3.49110 -999.25
1976.17080 12.54900 -999.25 97.45760 -999.25 115.86650 -999.25 -999.25 2.63550 -999.25 2.96240 3.38560 -999.25
1976.32320 12.65220 -999.25 99.09680 -999.25 112.69290 -999.25 -999.25 2.45490 -999.25 2.76290 3.22730 -999.25
1976.47560 12.55410 -999.25 98.77640 -999.25 112.11730 -999.25 -999.25 2.35730 -999.25 2.65280 3.12310 -999.25
1976.62800 12.56610 -999.25 97.31230 -999.25 112.80890 -999.25 -999.25 2.55930 -999.25 2.86210 3.59680 -999.25
1976.78040 12.46900 -999.25 94.68710 -999.25 107.90630 -999.25 -999.25 2.84390 -999.25 3.14960 3.85070 -999.25
1976.93280 12.47330 -999.25 92.89510 -999.25 104.42360 -999.25 -999.25 3.04290 -999.25 3.33530 4.04390 -999.25
1977.08520 12.49450 -999.25 93.12440 -999.25 105.00330 -999.25 -999.25 3.18370 -999.25 3.45700 4.13730 -999.25
1977.23760 12.51630 -999.25 93.78700 -999.25 109.44010 -999.25 -999.25 3.21490 -999.25 3.46580 4.10180 -999.25
1977.39000 12.51540 -999.25 94.63230 -999.25 111.58620 -999.25 -999.25 3.19840 -999.25 3.43880 4.05720 -999.25
1977.54240 12.52920 -999.25 95.57060 -999.25 112.54040 -999.25 -999.25 3.17010 -999.25 3.40660 3.95830 -999.25
1977.69480 12.52740 -999.25 96.44160 -999.25 113.71830 -999.25 -999.25 3.07620 -999.25 3.32280 3.78900 -999.25
1977.84720 12.55660 -999.25 97.56340 -999.25 115.47570 -999.25 -999.25 2.92700 -999.25 3.19350 3.65190 -999.25
1977.99960 12.48860 -999.25 98.22430 -999.25 114.09120 -999.25 -999.25 2.75080 -999.25 3.02620 3.49400 -999.25
1978.15200 12.48160 -999.25 98.11890 -999.25 111.63650 -999.25 -999.25 2.65760 -999.25 2.94100 3.39170 -999.25
1978.30440 12.49230 -999.25 97.59850 -999.25 108.62190 -999.25 -999.25 2.71660 -999.25 3.01850 3.42950 -999.25
1978.45680 12.51400 -999.25 96.59560 -999.25 111.86910 -999.25 -999.25 2.88370 -999.25 3.20210 3.62240 -999.25
1978.60920 12.52360 -999.25 95.38520 -999.25 117.17240 -999.25 -999.25 2.99950 -999.25 3.33040 3.92580 -999.25
1978.76160 12.53750 -999.25 94.16270 -999.25 114.92800 -999.25 -999.25 3.06350 -999.25 3.40420 4.08390 -999.25
1978.91400 12.53900 -999.25 93.32490 -999.25 105.80190 -999.25 -999.25 3.22820 -999.25 3.57090 4.24280 -999.25
1979.06640 12.53740 -999.25 92.89620 -999.25 103.92660 -999.25 -999.25 3.43050 -999.25 3.77500 4.47670 -999.25
1979.21880 12.53810 -999.25 92.95260 -999.25 103.01120 -999.25 -999.25 3.46530 -999.25 3.79900 4.35880 -999.25
1979.37120 12.47720 -999.25 93.05660 -999.25 102.63250 -999.25 -999.25 3.41240 -999.25 3.74160 4.23910 -999.25
1979.52360 12.50730 -999.25 91.88100 -999.25 108.77090 -999.25 -999.25 3.44470 -999.25 3.79050 4.38360 -999.25
1979.67600 12.52120 -999.25 89.84940 -999.25 106.40580 -999.25 -999.25 3.77690 -999.25 4.12790 5.24130 -999.25
1979.82840 12.52220 -999.25 88.06340 -999.25 101.43820 -999.25 -999.25 4.40140 -999.25 4.75980 5.97060 -999.25
1979.98080 12.53280 -999.25 87.25660 -999.25 98.58550 -999.25 -999.25 4.75410 -999.25 5.14070 5.90130 -999.25
1980.13320 12.54600 -999.25 87.90360 -999.25 95.88020 -999.25 -999.25 4.69670 -999.25 5.09670 5.54030 -999.25
1980.28560 12.55580 -999.25 89.45050 -999.25 93.09310 -999.25 -999.25 4.59290 -999.25 5.00690 5.33800 -999.25
1980.43800 12.54170 -999.25 90.33570 -999.25 91.54050 -999.25 -999.25 4.50200 -999.25 4.95110 5.09540 -999.25
1980.59040 12.47710 -999.25 90.64730 -999.25 93.78870 -999.25 -999.25 4.54460 -999.25 5.03520 5.19950 -999.25
1980.74280 12.49610 -999.25 90.92760 -999.25 94.05120 -999.25 -999.25 4.63210 -999.25 5.18450 5.29550 -999.25
1980.89520 12.52490 -999.25 90.79170 -999.25 91.21180 -999.25 -999.25 4.53460 -999.25 5.17070 5.16180 -999.25
1981.04760 12.54070 -999.25 90.75460 -999.25 92.65530 -999.25 -999.25 4.49850 -999.25 5.18420 5.39390 -999.25
1981.20000 12.56270 -999.25 90.95790 -999.25 95.28210 -999.25 -999.25 4.53040 -999.25 5.26550 5.39410 -999.25
1981.35240 12.57320 -999.25 91.18780 -999.25 97.29170 -999.25 -999.25 4.51080 -999.25 5.24370 5.40850 -999.25
1981.50480 12.59210 -999.25 91.36550 -999.25 94.87130 -999.25 -999.25 4.47320 -999.25 5.14620 5.25370 -999.25
1981.65720 12.59760 -999.25 90.07940 -999.25 94.19740 -999.25 -999.25 4.40320 -999.25 5.01600 5.03780 -999.25
1981.80960 12.52240 -999.25 85.38170 -999.25 105.42420 -999.25 -999.25 4.65670 -999.25 5.24190 6.22100 -999.25
1981.96200 12.49380 -999.25 79.07310 -999.25 101.69240 -999.25 -999.25 5.72380 -999.25 6.39160 13.78100 -999.25
1982.11440 12.50270 -999.25 73.08640 -999.25 82.85870 -999.25 -999.25 8.45890 -999.25 9.18750 22.04840 -999.25
1982.26680 12.51260 -999.25 69.31580 -999.25 70.48150 -999.25 -999.25 12.70610 -999.25 13.19700 24.51410 -999.25
1982.41920 12.48650 -999.25 70.10020 -999.25 69.44060 -999.25 -999.25 15.01250 -999.25 15.20970 22.50560 -999.25
1982.57160 12.47650 -999.25 73.12410 -999.25 79.07820 -999.25 -999.25 13.83340 -999.25 13.99250 15.45990 -999.25
1982.72400 12.48940 -999.25 75.42710 -999.25 85.48260 -999.25 -999.25 11.75880 -999.25 11.92220 10.64820 -999.25
1982.87640 12.50100 -999.25 77.26650 -999.25 89.86840 -999.25 -999.25 10.46370 -999.25 10.66510 9.25940 -999.25
1983.02880 12.49550 -999.25 81.13290 -999.25 92.82540 -999.25 -999.25 9.47800 -999.25 9.74220 10.35480 -999.25
1983.18120 12.54350 -999.25 86.11760 -999.25 95.99270 -999.25 -999.25 6.96680 -999.25 7.26300 7.85410 -999.25
1983.33360 12.45360 -999.25 91.81020 -999.25 110.37910 -999.25 -999.25 4.11830 -999.25 4.36160 4.10160 -999.25
1983.48600 12.57900 -999.25 97.29380 -999.25 121.41120 -999.25 -999.25 2.87890 -999.25 3.15070 3.24720 -999.25
1983.63840 12.49930 -999.25 99.30760 -999.25 121.02720 -999.25 -999.25 2.61730 -999.25 2.90760 3.10300 -999.25
1983.79080 12.51950 -999.25 98.70230 -999.25 121.63820 -999.25 -999.25 2.57950 -999.25 2.87400 3.03730 -999.25
1983.94320 12.54830 -999.25 97.23970 -999.25 120.77060 -999.25 -999.25 2.61730 -999.25 2.89660 3.09340 -999.25
1984.09560 12.54210 -999.25 95.84290 -999.25 119.22280 -999.25 -999.25 2.69630 -999.25 3.00070 3.37220 -999.25
1984.24800 12.52470 -999.25 95.46050 -999.25 115.47560 -999.25 -999.25 2.68810 -999.25 2.99400 3.25050 -999.25
1984.40040 12.74220 -999.25 97.93410 -999.25 113.70170 -999.25 -999.25 2.54280 -999.25 2.80500 2.91940 -999.25
1984.55280 13.06200 -999.25 102.94820 -999.25 113.39060 -999.25 -999.25 2.33070 -999.25 2.56330 2.65040 -999.25
1984.70520 12.81910 -999.25 107.50520 -999.25 115.73040 -999.25 -999.25 2.12750 -999.25 2.33160 2.50730 -999.25
1984.85760 12.85480 -999.25 108.87420 -999.25 116.06610 -999.25 -999.25 2.00380 -999.25 2.17280 2.46530 -999.25
1985.01000 12.75220 -999.25 105.87750 -999.25 115.28810 -999.25 -999.25 2.01910 -999.25 2.15310 2.49050 -999.25
1985.16240 12.53970 -999.25 100.86620 -999.25 114.66670 -999.25 -999.25 2.18540 -999.25 2.31480 2.65400 -999.25
1985.31480 12.54050 -999.25 96.47650 -999.25 114.58080 -999.25 -999.25 2.46810 -999.25 2.59460 3.03600 -999.25
1985.46720 12.50590 -999.25 94.74860 -999.25 112.77080 -999.25 -999.25 2.68160 -999.25 2.79520 3.38370 -999.25
1985.61960 12.50270 -999.25 95.62180 -999.25 109.33780 -999.25 -999.25 2.78450 -999.25 2.87290 3.57010 -999.25
1985.77200 12.45470 -999.25 97.10220 -999.25 108.04020 -999.25 -999.25 2.77560 -999.25 2.85110 3.48330 -999.25
1985.92440 12.46510 -999.25 98.23390 -999.25 113.49250 -999.25 -999.25 2.67280 -999.25 2.74630 3.22520 -999.25
1986.07680 12.50750 -999.25 98.29180 -999.25 111.88320 -999.25 -999.25 2.57230 -999.25 2.65660 2.90530 -999.25
1986.22920 12.52960 -999.25 97.88170 -999.25 110.89360 -999.25 -999.25 2.64410 -999.25 2.74800 3.29090 -999.25
1986.38160 12.54630 -999.25 97.04390 -999.25 112.30490 -999.25 -999.25 2.84980 -999.25 2.95990 3.64550 -999.25
1986.53400 12.55190 -999.25 96.00020 -999.25 106.83180 -999.25 -999.25 2.86070 -999.25 2.98640 3.47440 -999.25
1986.68640 12.54960 -999.25 96.31070 -999.25 102.71990 -999.25 -999.25 2.84020 -999.25 3.00630 3.55090 -999.25
1986.83880 12.51290 -999.25 97.63060 -999.25 104.11420 -999.25 -999.25 2.82900 -999.25 3.05650 3.60100 -999.25
1986.99120 12.47750 -999.25 98.56440 -999.25 108.47860 -999.25 -999.25 2.70980 -999.25 2.96980 3.13420 -999.25
1987.14360 12.52540 -999.25 99.25090 -999.25 109.91210 -999.25 -999.25 2.61980 -999.25 2.87890 3.02660 -999.25
1987.29600 12.56340 -999.25 99.28530 -999.25 109.63650 -999.25 -999.25 2.68410 -999.25 2.91790 3.31810 -999.25
1987.44840 12.62230 -999.25 98.64510 -999.25 107.84810 -999.25 -999.25 2.74920 -999.25 2.97560 3.41800 -999.25
1987.60080 12.68960 -999.25 99.50220 -999.25 107.56030 -999.25 -999.25 2.75480 -999.25 2.98290 3.38290 -999.25
1987.75320 12.68280 -999.25 101.14140 -999.25 105.55000 -999.25 -999.25 2.77460 -999.25 2.99920 3.53950 -999.25
1987.90560 12.64930 -999.25 101.69410 -999.25 101.06260 -999.25 -999.25 2.92300 -999.25 3.13670 4.16800 -999.25
1988.05800 12.63740 -999.25 100.92070 -999.25 103.67030 -999.25 -999.25 3.15430 -999.25 3.36220 4.79170 -999.25
1988.21040 12.61170 -999.25 98.17880 -999.25 102.53710 -999.25 -999.25 3.21840 -999.25 3.42970 4.04950 -999.25
1988.36280 12.61810 -999.25 94.59510 -999.25 99.82430 -999.25 -999.25 3.16980 -999.25 3.40020 3.81660 -999.25
1988.51520 12.62790 -999.25 92.39670 -999.25 102.97220 -999.25 -999.25 3.24490 -999.25 3.50340 3.97690 -999.25
1988.66760 12.59460 -999.25 91.62890 -999.25 104.14250 -999.25 -999.25 3.39020 -999.25 3.67600 4.23950 -999.25
1988.82000 12.57070 -999.25 91.28940 -999.25 102.53340 -999.25 -999.25 3.50950 -999.25 3.80520 4.34190 -999.25
1988.97240 12.61710 -999.25 91.33210 -999.25 97.60400 -999.25 -999.25 3.58240 -999.25 3.86090 4.34770 -999.25
1989.12480 12.62160 -999.25 91.31910 -999.25 93.53640 -999.25 -999.25 3.65690 -999.25 3.91470 4.52170 -999.25
1989.27720 12.60560 -999.25 90.81050 -999.25 91.72780 -999.25 -999.25 3.68260 -999.25 3.95050 4.60320 -999.25
1989.42960 12.60770 -999.25 90.96640 -999.25 90.30240 -999.25 -999.25 3.61900 -999.25 3.89980 4.52060 -999.25
1989.58200 12.64900 -999.25 91.74090 -999.25 92.30820 -999.25 -999.25 3.54860 -999.25 3.82070 4.35260 -999.25
1989.73440 12.66210 -999.25 92.56960 -999.25 93.99310 -999.25 -999.25 3.48670 -999.25 3.73540 4.25140 -999.25
1989.88680 12.64300 -999.25 94.08030 -999.25 95.22490 -999.25 -999.25 3.37620 -999.25 3.61730 4.12930 -999.25
1990.03920 12.63520 -999.25 95.91820 -999.25 98.64920 -999.25 -999.25 3.21550 -999.25 3.47000 3.92540 -999.25
1990.19160 12.63960 -999.25 95.76540 -999.25 99.18060 -999.25 -999.25 3.05390 -999.25 3.32940 3.69320 -999.25
1990.34400 12.63000 -999.25 92.68610 -999.25 97.86040 -999.25 -999.25 3.13360 -999.25 3.42620 3.96370 -999.25
1990.49640 12.58780 -999.25 88.37420 -999.25 92.85220 -999.25 -999.25 3.76650 -999.25 4.08320 6.30480 -999.25
1990.64880 12.56030 -999.25 85.19780 -999.25 83.95200 -999.25 -999.25 4.54860 -999.25 4.88350 7.79030 -999.25
1990.80120 12.60160 -999.25 85.70650 -999.25 83.98530 -999.25 -999.25 4.32220 -999.25 4.63480 5.93160 -999.25
1990.95360 12.66410 -999.25 89.87290 -999.25 92.40200 -999.25 -999.25 3.33660 -999.25 3.60480 3.94030 -999.25
1991.10600 12.71680 -999.25 94.27550 -999.25 104.08440 -999.25 -999.25 2.87240 -999.25 3.12430 3.57230 -999.25
1991.25840 12.72340 -999.25 96.35920 -999.25 106.07010 -999.25 -999.25 2.79240 -999.25 3.04710 3.63130 -999.25
1991.41080 12.69430 -999.25 96.93120 -999.25 103.78980 -999.25 -999.25 2.79620 -999.25 3.04960 3.71360 -999.25
1991.56320 12.71110 -999.25 96.81570 -999.25 99.74660 -999.25 -999.25 2.78010 -999.25 3.02800 3.59610 -999.25
1991.71560 12.69010 -999.25 97.17080 -999.25 102.29170 -999.25 -999.25 2.73950 -999.25 2.98230 3.45310 -999.25
1991.86800 12.67860 -999.25 98.22030 -999.25 104.48810 -999.25 -999.25 2.72160 -999.25 2.96230 3.54350 -999.25
1992.02040 12.66430 -999.25 98.55460 -999.25 104.99230 -999.25 -999.25 2.70820 -999.25 2.93490 3.48490 -999.25
1992.17280 12.65940 -999.25 98.10430 -999.25 106.58950 -999.25 -999.25 2.72240 -999.25 2.93960 3.48010 -999.25
1992.32520 12.66170 -999.25 98.01430 -999.25 105.32410 -999.25 -999.25 2.79550 -999.25 3.00570 3.61170 -999.25
1992.47760 12.66880 -999.25 98.98270 -999.25 105.30260 -999.25 -999.25 2.83860 -999.25 3.03550 3.79540 -999.25
1992.63000 12.68040 -999.25 100.04630 -999.25 103.40880 -999.25 -999.25 2.70000 -999.25 2.91290 3.57700 -999.25
1992.78240 12.70060 -999.25 101.24980 -999.25 104.81210 -999.25 -999.25 2.50990 -999.25 2.73880 3.33330 -999.25
1992.93480 12.72360 -999.25 102.19800 -999.25 104.33550 -999.25 -999.25 2.44850 -999.25 2.68580 3.35550 -999.25
1993.08720 12.73030 -999.25 102.41490 -999.25 110.10130 -999.25 -999.25 2.43080 -999.25 2.67460 3.26520 -999.25
1993.23960 12.75090 -999.25 103.43690 -999.25 113.07220 -999.25 -999.25 2.34330 -999.25 2.57860 3.04160 -999.25
1993.39200 12.78850 -999.25 105.04270 -999.25 105.27510 -999.25 -999.25 2.18770 -999.25 2.42020 2.76680 -999.25
1993.54440 12.79410 -999.25 105.86990 -999.25 105.14000 -999.25 -999.25 2.06110 -999.25 2.29500 2.54460 -999.25
1993.69680 12.76380 -999.25 104.79800 -999.25 112.78490 -999.25 -999.25 2.09720 -999.25 2.32870 2.61170 -999.25
1993.84920 12.78580 -999.25 101.30730 -999.25 111.61030 -999.25 -999.25 2.29710 -999.25 2.53630 3.01170 -999.25
1994.00160 12.70930 -999.25 97.28660 -999.25 95.91690 -999.25 -999.25 2.68890 -999.25 2.94200 3.90690 -999.25
1994.15400 12.65880 -999.25 94.33850 -999.25 92.08400 -999.25 -999.25 3.17710 -999.25 3.46330 4.32310 -999.25
1994.30640 12.74160 -999.25 92.92940 -999.25 98.33780 -999.25 -999.25 3.38090 -999.25 3.69400 4.30620 -999.25
1994.45880 12.75450 -999.25 94.31410 -999.25 99.19900 -999.25 -999.25 3.31760 -999.25 3.63740 4.18220 -999.25
1994.61120 12.75620 -999.25 95.93370 -999.25 99.79800 -999.25 -999.25 3.17570 -999.25 3.49440 3.89240 -999.25
1994.76360 12.71750 -999.25 96.27260 -999.25 103.57570 -999.25 -999.25 2.98680 -999.25 3.33240 3.68930 -999.25
1994.91600 12.71160 -999.25 96.65340 -999.25 107.76900 -999.25 -999.25 2.86010 -999.25 3.24070 3.60190 -999.25
1995.06840 12.71420 -999.25 96.06060 -999.25 108.84170 -999.25 -999.25 2.81600 -999.25 3.22930 3.79040 -999.25
1995.22080 12.64990 -999.25 95.23030 -999.25 107.63770 -999.25 -999.25 2.95950 -999.25 3.40210 3.99640 -999.25
1995.37320 12.58180 -999.25 94.84050 -999.25 102.49520 -999.25 -999.25 3.30440 -999.25 3.78440 4.29110 -999.25
1995.52560 12.59370 -999.25 94.33650 -999.25 97.70480 -999.25 -999.25 3.61500 -999.25 4.11660 4.47610 -999.25
1995.67800 12.61660 -999.25 92.02870 -999.25 95.77250 -999.25 -999.25 3.72040 -999.25 4.19340 4.50020 -999.25
1995.83040 12.62620 -999.25 89.12210 -999.25 96.66340 -999.25 -999.25 3.94150 -999.25 4.38830 5.28600 -999.25
1995.98280 12.56230 -999.25 87.79880 -999.25 97.28490 -999.25 -999.25 4.79690 -999.25 5.24840 7.12840 -999.25
1996.13520 12.59100 -999.25 86.87600 -999.25 94.14510 -999.25 -999.25 5.80940 -999.25 6.23920 7.20940 -999.25
1996.28760 12.61210 -999.25 87.32830 -999.25 88.72220 -999.25 -999.25 6.10710 -999.25 6.44720 6.20660 -999.25
1996.44000 12.63070 -999.25 86.98030 -999.25 87.75180 -999.25 -999.25 5.97830 -999.25 6.22150 5.63840 -999.25
1996.59240 12.70670 -999.25 83.85520 -999.25 83.24320 -999.25 -999.25 5.92970 -999.25 6.20380 6.55170 -999.25
1996.74480 12.58240 -999.25 80.92870 -999.25 75.84330 -999.25 -999.25 6.62130 -999.25 6.91060 9.19120 -999.25
1996.89720 12.63530 -999.25 79.86200 -999.25 72.66590 -999.25 -999.25 7.91180 -999.25 8.16520 10.58890 -999.25
1997.04960 12.65410 -999.25 83.05010 -999.25 74.83520 -999.25 -999.25 7.78710 -999.25 8.06510 10.01360 -999.25
1997.20200 12.70920 -999.25 89.80410 -999.25 83.27640 -999.25 -999.25 5.61750 -999.25 5.87430 6.83220 -999.25
1997.35440 12.77240 -999.25 95.81440 -999.25 98.26240 -999.25 -999.25 3.58040 -999.25 3.80030 4.28910 -999.25
1997.50680 12.79780 -999.25 100.67400 -999.25 109.00600 -999.25 -999.25 2.69120 -999.25 2.89860 3.01950 -999.25
1997.65920 12.82110 -999.25 103.65280 -999.25 112.02050 -999.25 -999.25 2.39690 -999.25 2.61230 2.83330 -999.25
1997.81160 12.80380 -999.25 103.69510 -999.25 115.21940 -999.25 -999.25 2.23250 -999.25 2.47410 2.75640 -999.25
1997.96400 12.70910 -999.25 102.75400 -999.25 115.15410 -999.25 -999.25 2.17350 -999.25 2.43390 2.63920 -999.25
1998.11640 12.69740 -999.25 101.49600 -999.25 113.18410 -999.25 -999.25 2.26410 -999.25 2.52270 2.79610 -999.25
1998.26880 12.69180 -999.25 100.05650 -999.25 111.45550 -999.25 -999.25 2.35640 -999.25 2.60600 2.93950 -999.25
1998.42120 12.69790 -999.25 99.71740 -999.25 108.44880 -999.25 -999.25 2.33990 -999.25 2.57580 2.86570 -999.25
1998.57360 12.74220 -999.25 100.16650 -999.25 107.46170 -999.25 -999.25 2.30780 -999.25 2.50210 2.73670 -999.25
1998.72600 12.74200 -999.25 101.49100 -999.25 113.93700 -999.25 -999.25 2.31490 -999.25 2.50720 2.81890 -999.25
1998.87840 12.72820 -999.25 105.36210 -999.25 112.52920 -999.25 -999.25 2.29940 -999.25 2.48230 2.92380 -999.25
1999.03080 12.73700 -999.25 109.11980 -999.25 105.78710 -999.25 -999.25 2.15260 -999.25 2.30210 2.75430 -999.25
1999.18320 13.04570 -999.25 110.15670 -999.25 109.15710 -999.25 -999.25 1.90480 -999.25 2.04500 2.42400 -999.25
1999.33560 12.65760 -999.25 109.51670 -999.25 113.58920 -999.25 -999.25 1.90390 -999.25 2.02270 2.27210 -999.25
1999.48800 12.69310 -999.25 106.20520 -999.25 116.01180 -999.25 -999.25 2.10400 -999.25 2.22400 2.60840 -999.25
1999.64040 12.75160 -999.25 102.48510 -999.25 113.82340 -999.25 -999.25 2.13790 -999.25 2.26020 2.63270 -999.25
1999.79280 12.60720 -999.25 101.45990 -999.25 109.57420 -999.25 -999.25 2.11480 -999.25 2.21410 2.55510 -999.25
1999.94520 12.57270 -999.25 100.50330 -999.25 107.42630 -999.25 -999.25 2.24030 -999.25 2.30050 2.75430 -999.25
2000.09760 12.51080 -999.25 98.37970 -999.25 107.65280 -999.25 -999.25 2.43570 -999.25 2.48940 3.01740 -999.25
2000.25000 12.50180 -999.25 96.60730 -999.25 110.67610 -999.25 -999.25 2.63520 -999.25 2.69930 3.27510 -999.25
2000.40240 12.52190 -999.25 96.07370 -999.25 109.14320 -999.25 -999.25 2.84300 -999.25 2.88760 3.67260 -999.25
2000.55480 12.51160 -999.25 96.81860 -999.25 104.88520 -999.25 -999.25 2.90890 -999.25 2.95170 3.71120 -999.25
2000.70720 12.41620 -999.25 99.07590 -999.25 106.93930 -999.25 -999.25 2.76480 -999.25 2.83360 3.24890 -999.25
2000.85960 12.44080 -999.25 101.35500 -999.25 107.27980 -999.25 -999.25 2.53750 -999.25 2.65710 2.91610 -999.25
2001.01200 12.48640 -999.25 102.49540 -999.25 114.61250 -999.25 -999.25 2.35850 -999.25 2.53980 2.80580 -999.25
2001.16440 12.51640 -999.25 103.34140 -999.25 115.18290 -999.25 -999.25 2.25300 -999.25 2.47670 2.73860 -999.25
2001.31680 12.55880 -999.25 104.37150 -999.25 106.37790 -999.25 -999.25 2.16940 -999.25 2.38580 2.57220 -999.25
2001.46920 12.74040 -999.25 105.67110 -999.25 106.83340 -999.25 -999.25 2.08060 -999.25 2.28470 2.49150 -999.25
2001.62160 12.77860 -999.25 105.35950 -999.25 103.31640 -999.25 -999.25 2.04260 -999.25 2.23660 2.67290 -999.25
2001.77400 12.53280 -999.25 102.86820 -999.25 102.45910 -999.25 -999.25 2.18320 -999.25 2.37510 3.03100 -999.25
2001.92640 12.39800 -999.25 98.42920 -999.25 102.09030 -999.25 -999.25 2.75390 -999.25 2.95630 3.75430 -999.25
2002.07880 12.38850 -999.25 92.60370 -999.25 96.13250 -999.25 -999.25 3.65500 -999.25 3.84080 5.02610 -999.25
2002.23120 12.41430 -999.25 89.19670 -999.25 91.58190 -999.25 -999.25 4.45380 -999.25 4.59620 6.02410 -999.25
2002.38360 12.46990 -999.25 89.13690 -999.25 90.95890 -999.25 -999.25 4.54620 -999.25 4.71240 5.73140 -999.25
2002.53600 12.49750 -999.25 90.49450 -999.25 96.39050 -999.25 -999.25 3.98830 -999.25 4.19920 4.71570 -999.25
2002.68840 12.51100 -999.25 92.57780 -999.25 100.18890 -999.25 -999.25 3.60820 -999.25 3.86710 4.25990 -999.25
2002.84080 12.53370 -999.25 94.69120 -999.25 100.45910 -999.25 -999.25 3.56030 -999.25 3.83280 4.42610 -999.25
2002.99320 12.52700 -999.25 95.94560 -999.25 99.48890 -999.25 -999.25 3.43750 -999.25 3.71530 4.09950 -999.25
2003.14560 12.50280 -999.25 96.09680 -999.25 101.54280 -999.25 -999.25 3.17590 -999.25 3.43540 3.53940 -999.25
2003.29800 12.48890 -999.25 95.79680 -999.25 100.54340 -999.25 -999.25 3.13930 -999.25 3.42540 4.02520 -999.25
2003.45040 12.42210 -999.25 95.30630 -999.25 99.19280 -999.25 -999.25 3.45650 -999.25 3.76840 4.91500 -999.25
2003.60280 12.41910 -999.25 94.01960 -999.25 96.10480 -999.25 -999.25 3.78200 -999.25 4.08770 4.90860 -999.25
2003.75520 12.47070 -999.25 92.77190 -999.25 96.63790 -999.25 -999.25 3.85500 -999.25 4.13880 4.66890 -999.25
2003.90760 12.51330 -999.25 92.59070 -999.25 99.07160 -999.25 -999.25 3.94770 -999.25 4.22070 4.76310 -999.25
2004.06000 12.54130 -999.25 93.06640 -999.25 99.58610 -999.25 -999.25 4.21860 -999.25 4.52890 5.34080 -999.25
2004.21240 12.53670 -999.25 94.10140 -999.25 100.46710 -999.25 -999.25 4.31730 -999.25 4.69000 5.39710 -999.25
2004.36480 12.61450 -999.25 96.61040 -999.25 106.57660 -999.25 -999.25 3.94640 -999.25 4.34430 4.75920 -999.25
2004.51720 12.64410 -999.25 100.26700 -999.25 112.74530 -999.25 -999.25 3.29930 -999.25 3.72700 3.92920 -999.25
2004.66960 12.66690 -999.25 102.98380 -999.25 109.24260 -999.25 -999.25 2.84960 -999.25 3.28350 3.35870 -999.25
2004.82200 12.62140 -999.25 104.61370 -999.25 113.66800 -999.25 -999.25 2.67450 -999.25 3.11710 3.12450 -999.25
2004.97440 12.61880 -999.25 104.83380 -999.25 113.96630 -999.25 -999.25 2.63950 -999.25 3.10740 3.26930 -999.25
2005.12680 12.66470 -999.25 103.01620 -999.25 110.44680 -999.25 -999.25 2.60140 -999.25 3.06890 3.20830 -999.25
2005.27920 12.67330 -999.25 103.06270 -999.25 108.45090 -999.25 -999.25 2.52000 -999.25 2.97170 3.23560 -999.25
2005.43160 12.67750 -999.25 108.50170 -999.25 109.42840 -999.25 -999.25 2.47420 -999.25 2.91400 3.27660 -999.25
2005.58400 12.64510 -999.25 114.09130 -999.25 111.50890 -999.25 -999.25 2.49310 -999.25 2.89810 3.49050 -999.25
2005.73640 12.67540 -999.25 115.46830 -999.25 118.82440 -999.25 -999.25 2.60270 -999.25 2.98400 4.22120 -999.25
2005.88880 12.69520 -999.25 113.04230 -999.25 122.18150 -999.25 -999.25 2.66650 -999.25 3.05860 3.96650 -999.25
2006.04120 12.69040 -999.25 107.59150 -999.25 118.88500 -999.25 -999.25 2.59270 -999.25 3.01150 3.43290 -999.25
2006.19360 12.75490 -999.25 103.97290 -999.25 116.91970 -999.25 -999.25 2.50270 -999.25 2.93220 3.20710 -999.25
2006.34600 12.67260 -999.25 103.01470 -999.25 117.96570 -999.25 -999.25 2.40970 -999.25 2.84330 3.23620 -999.25
2006.49840 12.66310 -999.25 102.33180 -999.25 112.41280 -999.25 -999.25 2.37290 -999.25 2.81500 3.33040 -999.25
2006.65080 12.66330 -999.25 100.21540 -999.25 107.16580 -999.25 -999.25 2.61560 -999.25 3.09410 3.72410 -999.25
2006.80320 12.59620 -999.25 96.34210 -999.25 102.46970 -999.25 -999.25 3.12170 -999.25 3.65900 4.12120 -999.25
2006.95560 12.61410 -999.25 94.03240 -999.25 105.44120 -999.25 -999.25 3.50040 -999.25 4.05100 4.35410 -999.25
2007.10800 12.65310 -999.25 93.23750 -999.25 109.18950 -999.25 -999.25 3.75420 -999.25 4.25830 4.63030 -999.25
2007.26040 12.63120 -999.25 92.11180 -999.25 102.70580 -999.25 -999.25 4.00620 -999.25 4.49290 5.14290 -999.25
2007.41280 12.58350 -999.25 91.90390 -999.25 100.08150 -999.25 -999.25 4.25060 -999.25 4.76960 5.55300 -999.25
2007.56520 12.60560 -999.25 92.60700 -999.25 102.07810 -999.25 -999.25 4.29590 -999.25 4.87220 5.54890 -999.25
2007.71760 12.64160 -999.25 93.42210 -999.25 104.62940 -999.25 -999.25 4.06490 -999.25 4.67440 4.89210 -999.25
2007.87000 12.62550 -999.25 94.83720 -999.25 109.64020 -999.25 -999.25 3.82100 -999.25 4.46930 4.72560 -999.25
2008.02240 12.62570 -999.25 95.72160 -999.25 110.29930 -999.25 -999.25 3.70990 -999.25 4.39830 4.67750 -999.25
2008.17480 12.64070 -999.25 95.22050 -999.25 106.93620 -999.25 -999.25 3.58730 -999.25 4.28960 4.74120 -999.25
2008.32720 12.61760 -999.25 94.34950 -999.25 97.35770 -999.25 -999.25 3.69680 -999.25 4.36620 4.82380 -999.25
2008.47960 12.58310 -999.25 91.97310 -999.25 88.77210 -999.25 -999.25 4.11000 -999.25 4.79280 5.53530 -999.25
2008.63200 12.56580 -999.25 85.62780 -999.25 90.69800 -999.25 -999.25 4.75520 -999.25 5.48120 6.25480 -999.25
2008.78440 12.45100 -999.25 77.46000 -999.25 89.46450 -999.25 -999.25 6.51130 -999.25 7.33730 12.22540 -999.25
2008.93680 12.41930 -999.25 69.46670 -999.25 80.24370 -999.25 -999.25 13.13930 -999.25 14.11390 27.01080 -999.25
2009.08920 12.42940 -999.25 63.11030 -999.25 72.14830 -999.25 -999.25 27.03380 -999.25 27.40440 51.16070 -999.25
2009.24160 12.37230 -999.25 61.20550 -999.25 67.92290 -999.25 -999.25 38.76670 -999.25 37.97070 77.99500 -999.25
2009.39400 12.40580 -999.25 63.58060 -999.25 69.41560 -999.25 -999.25 37.93380 -999.25 37.18200 76.38420 -999.25
2009.54640 12.44020 -999.25 68.59740 -999.25 70.31710 -999.25 -999.25 26.54410 -999.25 26.87640 44.45730 -999.25
2009.69880 12.45730 -999.25 75.13610 -999.25 72.46190 -999.25 -999.25 15.76550 -999.25 16.66200 18.55340 -999.25
2009.85120 12.45770 -999.25 82.34120 -999.25 78.91210 -999.25 -999.25 9.41040 -999.25 10.28260 8.79060 -999.25
2010.00360 12.46240 -999.25 88.90780 -999.25 84.33990 -999.25 -999.25 6.36660 -999.25 7.15170 5.77350 -999.25
2010.15600 12.53490 -999.25 93.15740 -999.25 88.67410 -999.25 -999.25 5.13730 -999.25 5.88780 5.16760 -999.25
2010.30840 12.59520 -999.25 95.42900 -999.25 90.87440 -999.25 -999.25 4.68560 -999.25 5.45550 5.09350 -999.25
2010.46080 12.64920 -999.25 97.23970 -999.25 94.85060 -999.25 -999.25 4.40880 -999.25 5.17720 5.09480 -999.25
2010.61320 12.68270 -999.25 97.66400 -999.25 103.57700 -999.25 -999.25 4.11490 -999.25 4.87080 4.70720 -999.25
2010.76560 12.74360 -999.25 97.99260 -999.25 104.99710 -999.25 -999.25 3.86990 -999.25 4.60200 4.25860 -999.25
2010.91800 12.82070 -999.25 100.37070 -999.25 98.39590 -999.25 -999.25 3.83420 -999.25 4.55240 4.79590 -999.25
2011.07040 13.01100 -999.25 101.79330 -999.25 99.07910 -999.25 -999.25 3.56570 -999.25 4.20740 4.63230 -999.25
2011.22280 12.71450 -999.25 102.04580 -999.25 105.14590 -999.25 -999.25 3.02090 -999.25 3.55660 3.38340 -999.25
2011.37520 12.63240 -999.25 101.85710 -999.25 103.66830 -999.25 -999.25 2.85940 -999.25 3.35020 3.28490 -999.25
2011.52760 12.63120 -999.25 98.19360 -999.25 98.55780 -999.25 -999.25 2.99580 -999.25 3.46630 3.51750 -999.25
2011.68000 12.66990 -999.25 93.43580 -999.25 97.76620 -999.25 -999.25 3.13920 -999.25 3.59100 3.84230 -999.25
2011.83240 12.67670 -999.25 91.80860 -999.25 96.26690 -999.25 -999.25 3.36450 -999.25 3.79000 4.04500 -999.25
2011.98480 12.62220 -999.25 92.77630 -999.25 95.44910 -999.25 -999.25 3.69090 -999.25 4.04610 4.47720 -999.25
2012.13720 12.63230 -999.25 94.41360 -999.25 92.30480 -999.25 -999.25 3.99560 -999.25 4.29000 4.80650 -999.25
2012.28960 12.64550 -999.25 95.51120 -999.25 89.62100 -999.25 -999.25 4.21940 -999.25 4.45230 4.71460 -999.25
2012.44200 12.73800 -999.25 95.34470 -999.25 90.66530 -999.25 -999.25 4.43350 -999.25 4.62950 4.95400 -999.25
2012.59440 12.78110 -999.25 93.88970 -999.25 90.70840 -999.25 -999.25 4.49750 -999.25 4.72840 5.11630 -999.25
2012.74680 12.73740 -999.25 93.40940 -999.25 89.89810 -999.25 -999.25 4.16560 -999.25 4.43720 4.92210 -999.25
2012.89920 12.70320 -999.25 96.63260 -999.25 93.28470 -999.25 -999.25 3.77120 -999.25 4.06990 4.22960 -999.25
2013.05160 12.72230 -999.25 102.31910 -999.25 97.74100 -999.25 -999.25 3.35750 -999.25 3.66920 3.49720 -999.25
2013.20400 12.87730 -999.25 106.15530 -999.25 101.28270 -999.25 -999.25 2.91530 -999.25 3.21990 3.13380 -999.25
2013.35640 13.00860 -999.25 106.24550 -999.25 106.37040 -999.25 -999.25 2.43800 -999.25 2.71870 2.67760 -999.25
2013.50880 12.99700 -999.25 103.35640 -999.25 109.90320 -999.25 -999.25 2.19620 -999.25 2.46370 2.62380 -999.25
2013.66120 12.72430 -999.25 98.51220 -999.25 110.65150 -999.25 -999.25 2.27150 -999.25 2.55520 3.24420 -999.25
2013.81360 12.69390 -999.25 93.50240 -999.25 103.14670 -999.25 -999.25 2.67910 -999.25 2.98690 3.62240 -999.25
2013.96600 12.67880 -999.25 90.87830 -999.25 96.18210 -999.25 -999.25 3.72600 -999.25 4.03910 4.50000 -999.25
2014.11840 12.67090 -999.25 89.97200 -999.25 92.29570 -999.25 -999.25 4.96920 -999.25 5.14590 4.85120 -999.25
2014.27080 12.59830 -999.25 90.14570 -999.25 90.30500 -999.25 -999.25 5.37360 -999.25 5.45430 4.82220 -999.25
2014.42320 12.60190 -999.25 91.96200 -999.25 92.55420 -999.25 -999.25 5.28640 -999.25 5.33380 4.53130 -999.25
2014.57560 12.64040 -999.25 93.14450 -999.25 91.88300 -999.25 -999.25 5.03640 -999.25 5.05740 4.27710 -999.25
2014.72800 12.66650 -999.25 92.68890 -999.25 86.17840 -999.25 -999.25 5.07670 -999.25 5.07150 4.47820 -999.25
2014.88040 12.78130 -999.25 91.02350 -999.25 81.76930 -999.25 -999.25 5.62760 -999.25 5.59650 4.97160 -999.25
2015.03280 12.68800 -999.25 90.50990 -999.25 81.30130 -999.25 -999.25 5.52670 -999.25 5.55720 4.72340 -999.25
2015.18520 12.78010 -999.25 92.55630 -999.25 86.52690 -999.25 -999.25 4.92380 -999.25 5.01850 4.76090 -999.25
2015.33760 12.70820 -999.25 95.51520 -999.25 93.42270 -999.25 -999.25 4.34770 -999.25 4.48560 4.77610 -999.25
2015.49000 12.80510 -999.25 98.89570 -999.25 101.51950 -999.25 -999.25 3.85420 -999.25 4.02690 4.17920 -999.25
2015.64240 12.76860 -999.25 100.95760 -999.25 102.71380 -999.25 -999.25 3.39690 -999.25 3.61120 3.67880 -999.25
2015.79480 12.77970 -999.25 101.13600 -999.25 99.53010 -999.25 -999.25 3.09940 -999.25 3.32830 3.68680 -999.25
2015.94720 12.80200 -999.25 101.22950 -999.25 100.33900 -999.25 -999.25 2.88310 -999.25 3.11550 3.39210 -999.25
2016.09960 12.78980 -999.25 100.66950 -999.25 103.96380 -999.25 -999.25 2.77240 -999.25 3.01120 3.30140 -999.25
2016.25200 12.77550 -999.25 99.66740 -999.25 104.86450 -999.25 -999.25 2.78460 -999.25 3.01070 2.96530 -999.25
2016.40440 12.75300 -999.25 100.42130 -999.25 105.81510 -999.25 -999.25 2.93230 -999.25 3.11480 3.13270 -999.25
2016.55680 12.75360 -999.25 102.32230 -999.25 101.39010 -999.25 -999.25 3.09610 -999.25 3.22870 3.44860 -999.25
2016.70920 12.79610 -999.25 103.15220 -999.25 98.09970 -999.25 -999.25 3.12340 -999.25 3.23060 3.38230 -999.25
2016.86160 12.84950 -999.25 102.81660 -999.25 102.61590 -999.25 -999.25 3.11560 -999.25 3.20220 3.17060 -999.25
2017.01400 12.79020 -999.25 101.40600 -999.25 107.57980 -999.25 -999.25 3.16190 -999.25 3.21760 3.15690 -999.25
2017.16640 12.70850 -999.25 100.69640 -999.25 108.54210 -999.25 -999.25 3.28680 -999.25 3.30110 3.41960 -999.25
2017.31880 12.92770 -999.25 102.24940 -999.25 107.29140 -999.25 -999.25 3.27590 -999.25 3.25620 3.41910 -999.25
2017.47120 12.90500 -999.25 104.17750 -999.25 107.27830 -999.25 -999.25 3.01340 -999.25 2.99960 3.26350 -999.25
2017.62360 13.71030 -999.25 105.52370 -999.25 103.18990 -999.25 -999.25 2.74290 -999.25 2.74120 3.10290 -999.25
2017.77600 14.69160 -999.25 106.96490 -999.25 98.04010 -999.25 -999.25 2.52880 -999.25 2.54310 2.96370 -999.25
2017.92840 14.85410 -999.25 111.47280 -999.25 98.90370 -999.25 -999.25 2.33330 -999.25 2.31880 2.20190 -999.25
2018.08080 14.33470 -999.25 117.92450 -999.25 98.18050 -999.25 -999.25 2.14190 -999.25 2.06200 0.88090 -999.25
2018.23320 14.74070 -999.25 123.48540 -999.25 97.70050 -999.25 -999.25 1.99390 -999.25 1.90310 0.40820 -999.25
2018.38560 15.10860 -999.25 126.66760 -999.25 97.17780 -999.25 -999.25 1.98610 -999.25 1.87600 0.42920 -999.25
2018.53800 14.91970 -999.25 125.09060 -999.25 98.05830 -999.25 -999.25 2.02390 -999.25 1.92290 0.65720 -999.25
2018.69040 13.85230 -999.25 120.18380 -999.25 97.82380 -999.25 -999.25 2.02800 -999.25 1.97460 1.02220 -999.25
2018.84280 14.38610 -999.25 115.25010 -999.25 98.18930 -999.25 -999.25 2.08750 -999.25 2.07810 1.47620 -999.25
2018.99520 14.97280 -999.25 112.80860 -999.25 101.59940 -999.25 -999.25 2.21780 -999.25 2.21540 1.93830 -999.25
2019.14760 13.74630 -999.25 110.83590 -999.25 95.36600 -999.25 -999.25 2.32860 -999.25 2.28220 2.20220 -999.25
2019.30000 13.43140 -999.25 109.10790 -999.25 89.73290 -999.25 -999.25 2.44610 -999.25 2.36350 1.34400 -999.25
2019.45240 13.07480 -999.25 106.54060 -999.25 90.42890 -999.25 -999.25 2.75680 -999.25 2.69760 1.34920 -999.25
2019.60480 12.89840 -999.25 101.58490 -999.25 90.04550 -999.25 -999.25 3.19100 -999.25 3.18910 2.14950 -999.25
2019.75720 12.95920 -999.25 96.90600 -999.25 85.36260 -999.25 -999.25 3.35710 -999.25 3.37730 2.38530 -999.25
2019.90960 13.78690 -999.25 95.21880 -999.25 87.58620 -999.25 -999.25 3.12330 -999.25 3.20280 1.63370 -999.25
2020.06200 13.77360 -999.25 97.27900 -999.25 90.22780 -999.25 -999.25 2.82150 -999.25 2.93190 1.05440 -999.25
2020.21440 14.15150 -999.25 101.47060 -999.25 93.40330 -999.25 -999.25 2.68120 -999.25 2.81530 1.03610 -999.25
2020.36680 13.63270 -999.25 105.70200 -999.25 93.93710 -999.25 -999.25 2.69210 -999.25 2.85220 0.92220 -999.25
2020.51920 13.74640 -999.25 107.18750 -999.25 92.79280 -999.25 -999.25 2.74270 -999.25 2.91190 0.97730 -999.25
2020.67160 13.62040 -999.25 106.02640 -999.25 93.15850 -999.25 -999.25 2.89280 -999.25 3.05490 1.64330 -999.25
2020.82400 13.25750 -999.25 103.10050 -999.25 93.51160 -999.25 -999.25 3.18900 -999.25 3.33290 1.45870 -999.25
2020.97640 12.75170 -999.25 97.07240 -999.25 96.14240 -999.25 -999.25 3.61430 -999.25 3.74290 2.12170 -999.25
2021.12880 12.80770 -999.25 88.93320 -999.25 90.98880 -999.25 -999.25 4.10920 -999.25 4.24110 3.05210 -999.25
2021.28120 12.51190 -999.25 82.27860 -999.25 84.97610 -999.25 -999.25 4.70260 -999.25 4.84760 3.66700 -999.25
2021.43360 12.43700 -999.25 79.88760 -999.25 82.88250 -999.25 -999.25 6.03770 -999.25 6.14460 3.91990 -999.25
2021.58600 12.42430 -999.25 79.76400 -999.25 72.29680 -999.25 -999.25 8.14750 -999.25 8.15470 4.41300 -999.25
2021.73840 12.38120 -999.25 80.88290 -999.25 64.63040 -999.25 -999.25 9.11700 -999.25 9.08480 7.43800 -999.25
2021.89080 12.36250 -999.25 84.13080 -999.25 62.38600 -999.25 -999.25 7.95510 -999.25 7.98420 4.81540 -999.25
2022.04320 12.39650 -999.25 83.81200 -999.25 57.81770 -999.25 -999.25 6.61110 -999.25 6.68730 5.56340 -999.25
2022.19560 12.46230 -999.25 81.90570 -999.25 56.93030 -999.25 -999.25 5.63490 -999.25 5.78180 10.34680 -999.25
2022.34800 12.47470 -999.25 83.78770 -999.25 61.85260 -999.25 -999.25 5.10550 -999.25 5.23080 8.38580 -999.25
2022.50040 12.43320 -999.25 86.89370 -999.25 63.57850 -999.25 -999.25 4.66220 -999.25 4.79940 8.39170 -999.25
2022.65280 12.45170 -999.25 89.49270 -999.25 66.35780 -999.25 -999.25 4.04070 -999.25 4.26640 4.79850 -999.25
2022.80520 12.49180 -999.25 91.52260 -999.25 72.10630 -999.25 -999.25 3.59400 -999.25 3.93150 2.98530 -999.25
2022.95760 12.47490 -999.25 91.74160 -999.25 78.51740 -999.25 -999.25 3.45370 -999.25 3.87780 2.78670 -999.25
2023.11000 12.38350 -999.25 89.94630 -999.25 77.54340 -999.25 -999.25 3.40760 -999.25 3.85120 2.82080 -999.25
2023.26240 12.57950 -999.25 92.36560 -999.25 76.58340 -999.25 -999.25 3.36610 -999.25 3.82140 2.87330 -999.25
2023.41480 13.51100 -999.25 103.62050 -999.25 77.34300 -999.25 -999.25 3.28860 -999.25 3.71430 2.90720 -999.25
2023.56720 12.99750 -999.25 117.17230 -999.25 85.73720 -999.25 -999.25 3.08020 -999.25 3.44060 2.52960 -999.25
2023.71960 13.32090 -999.25 125.80030 -999.25 97.68100 -999.25 -999.25 2.87230 -999.25 3.18410 1.54870 -999.25
2023.87200 13.21700 -999.25 125.29220 -999.25 98.34190 -999.25 -999.25 2.78830 -999.25 3.09610 1.54420 -999.25
2024.02440 12.65230 -999.25 114.70230 -999.25 98.61070 -999.25 -999.25 2.94280 -999.25 3.28820 2.79910 -999.25
2024.17680 12.59800 -999.25 101.92240 -999.25 100.78770 -999.25 -999.25 3.41190 -999.25 3.82600 4.54300 -999.25
2024.32920 12.63380 -999.25 92.64330 -999.25 97.81640 -999.25 -999.25 4.11960 -999.25 4.52340 4.86750 -999.25
2024.48160 12.55350 -999.25 87.19100 -999.25 91.32730 -999.25 -999.25 4.77090 -999.25 5.14030 5.10610 -999.25
2024.63400 12.58620 -999.25 85.35310 -999.25 85.79470 -999.25 -999.25 5.24360 -999.25 5.62010 5.41220 -999.25
2024.78640 12.68860 -999.25 85.31810 -999.25 83.95260 -999.25 -999.25 5.25400 -999.25 5.65710 4.73960 -999.25
2024.93880 12.78770 -999.25 86.00400 -999.25 78.71370 -999.25 -999.25 4.98780 -999.25 5.38530 4.11220 -999.25
2025.09120 12.77680 -999.25 88.48210 -999.25 77.03030 -999.25 -999.25 4.76380 -999.25 5.18300 3.89670 -999.25
2025.24360 12.67960 -999.25 92.11960 -999.25 83.50860 -999.25 -999.25 4.57750 -999.25 5.04930 4.25940 -999.25
2025.39600 12.64090 -999.25 94.56020 -999.25 87.06630 -999.25 -999.25 4.36560 -999.25 4.89280 4.57520 -999.25
2025.54840 12.60940 -999.25 96.20150 -999.25 90.79020 -999.25 -999.25 4.17210 -999.25 4.72170 4.52920 -999.25
2025.70080 12.57990 -999.25 97.03870 -999.25 98.18990 -999.25 -999.25 4.02380 -999.25 4.58680 4.24380 -999.25
2025.85320 12.57700 -999.25 96.66140 -999.25 103.76370 -999.25 -999.25 3.91900 -999.25 4.50730 3.99080 -999.25
2026.00560 12.62920 -999.25 96.51710 -999.25 101.40140 -999.25 -999.25 4.12330 -999.25 4.75620 3.85930 -999.25
2026.15800 12.59140 -999.25 95.26090 -999.25 98.21720 -999.25 -999.25 5.02540 -999.25 5.78140 3.80170 -999.25
2026.31040 12.59760 -999.25 92.70910 -999.25 86.73240 -999.25 -999.25 5.90330 -999.25 6.77020 3.72330 -999.25
2026.46280 12.60440 -999.25 92.07750 -999.25 77.09790 -999.25 -999.25 6.43680 -999.25 7.40780 4.03840 -999.25
2026.61520 12.65250 -999.25 92.25040 -999.25 76.32420 -999.25 -999.25 7.37180 -999.25 8.38550 4.24550 -999.25
2026.76760 12.69380 -999.25 94.19990 -999.25 76.31470 -999.25 -999.25 8.05370 -999.25 8.92430 3.90650 -999.25
2026.92000 12.68240 -999.25 95.73090 -999.25 77.65370 -999.25 -999.25 7.63070 -999.25 8.28450 3.57080 -999.25
2027.07240 12.62010 -999.25 90.51070 -999.25 73.77730 -999.25 -999.25 6.78470 -999.25 7.39370 4.06040 -999.25
2027.22480 12.55590 -999.25 83.29110 -999.25 70.41890 -999.25 -999.25 6.85420 -999.25 7.50340 10.00020 -999.25
2027.37720 12.47500 -999.25 77.10860 -999.25 63.98310 -999.25 -999.25 9.63200 -999.25 10.45180 35.52920 -999.25
2027.52960 12.42580 -999.25 73.05270 -999.25 61.25100 -999.25 -999.25 17.21690 -999.25 18.08340 39.17960 -999.25
2027.68200 12.45740 -999.25 73.54790 -999.25 67.85920 -999.25 -999.25 20.36590 -999.25 21.03170 20.85460 -999.25
2027.83440 12.45630 -999.25 76.05420 -999.25 70.73140 -999.25 -999.25 18.83630 -999.25 19.64750 17.61680 -999.25
2027.98680 12.45320 -999.25 78.98120 -999.25 69.97200 -999.25 -999.25 19.16000 -999.25 19.86360 28.09710 -999.25
2028.13920 12.50490 -999.25 80.93650 -999.25 72.16710 -999.25 -999.25 15.26090 -999.25 15.81380 20.01600 -999.25
2028.29160 12.47380 -999.25 80.89920 -999.25 74.86450 -999.25 -999.25 8.99160 -999.25 9.63560 6.88250 -999.25
2028.44400 12.21210 -999.25 80.94580 -999.25 71.09310 -999.25 -999.25 6.12460 -999.25 6.81800 4.38490 -999.25
2028.59640 12.36490 -999.25 81.43520 -999.25 60.32880 -999.25 -999.25 5.65200 -999.25 6.41880 4.50350 -999.25
2028.74880 12.38330 -999.25 84.76420 -999.25 59.84680 -999.25 -999.25 5.55840 -999.25 6.36430 5.51980 -999.25
2028.90120 12.55080 -999.25 92.48270 -999.25 79.73830 -999.25 -999.25 4.87240 -999.25 5.57390 5.71830 -999.25
2029.05360 12.62170 -999.25 99.87030 -999.25 99.18000 -999.25 -999.25 3.75640 -999.25 4.33290 4.49550 -999.25
2029.20600 12.60540 -999.25 103.59400 -999.25 107.27610 -999.25 -999.25 3.11220 -999.25 3.59890 3.55100 -999.25
2029.35840 12.63320 -999.25 104.40250 -999.25 108.84250 -999.25 -999.25 2.99870 -999.25 3.46870 3.42690 -999.25
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2269.69320 12.50690 -999.25 83.40000 -999.25 108.59310 -999.25 -999.25 4.96570 -999.25 5.36110 6.42240 183.64350
2269.84560 12.45800 -999.25 82.50950 -999.25 106.00330 -999.25 -999.25 5.29410 -999.25 5.67610 6.62970 183.64740
2269.99800 12.47270 -999.25 82.06290 -999.25 105.32430 -999.25 -999.25 5.75800 -999.25 6.12260 6.42430 183.76830
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2270.91240 12.38930 -999.25 83.91820 -999.25 113.72290 -999.25 -999.25 5.78690 -999.25 5.59990 6.46920 184.72570
2271.06480 12.42000 -999.25 84.83560 -999.25 118.16680 -999.25 -999.25 5.07300 -999.25 4.95870 5.86100 184.86420
2271.21720 12.45350 -999.25 84.97220 -999.25 122.52040 -999.25 -999.25 4.42920 -999.25 4.35720 4.99900 184.84000
2271.36960 12.43360 -999.25 86.13250 -999.25 113.88490 -999.25 -999.25 4.13120 -999.25 4.07000 4.37490 184.83980
2271.52200 12.85410 -999.25 87.25290 -999.25 111.36430 -999.25 -999.25 3.97220 -999.25 3.92470 3.31780 184.88700
2271.67440 12.68400 -999.25 87.12150 -999.25 122.18040 -999.25 -999.25 3.74510 -999.25 3.76890 1.96020 184.92380
2271.82680 12.71950 -999.25 87.79900 -999.25 122.00330 -999.25 -999.25 3.68950 -999.25 3.71090 1.95270 184.93510
2271.97920 12.87510 -999.25 87.79190 -999.25 117.63950 -999.25 -999.25 3.70850 -999.25 3.72630 2.86310 184.86860
2272.13160 12.99020 -999.25 88.13500 -999.25 118.23460 -999.25 -999.25 3.61940 -999.25 3.60330 3.20860 184.68350
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2335.68240 12.95460 -999.25 90.66210 -999.25 128.59460 -999.25 -999.25 3.50750 -999.25 3.75770 4.35250 189.31030
2335.83480 12.45800 -999.25 88.82110 -999.25 120.97630 -999.25 -999.25 3.66730 -999.25 3.95280 4.29900 189.61690
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2337.66360 13.26770 -999.25 78.82030 -999.25 94.38400 -999.25 -999.25 6.52840 -999.25 6.66510 7.83640 190.11010
2337.81600 13.21950 -999.25 79.10270 -999.25 80.69110 -999.25 -999.25 10.11680 -999.25 9.99670 12.39920 189.92000
2337.96840 13.30660 -999.25 80.43210 -999.25 75.27900 -999.25 -999.25 12.67430 -999.25 12.30670 12.72880 189.75770
2338.12080 13.12880 -999.25 80.73350 -999.25 81.51590 -999.25 -999.25 9.21050 -999.25 9.06510 9.16780 189.74210
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2344.82640 12.82490 -999.25 76.90760 -999.25 96.99200 -999.25 -999.25 7.04250 -999.25 7.71840 8.06880 179.66510
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2345.74080 13.19900 -999.25 76.93130 -999.25 80.86420 -999.25 -999.25 16.07930 -999.25 15.65280 12.32980 180.93100
2345.89320 12.86570 -999.25 79.41580 -999.25 90.10580 -999.25 -999.25 12.23890 -999.25 11.94930 9.29680 181.96810
2346.04560 12.74480 -999.25 81.57950 -999.25 102.73260 -999.25 -999.25 8.35780 -999.25 8.32570 5.79280 183.04890
2346.19800 13.02770 -999.25 81.54830 -999.25 115.25210 -999.25 -999.25 5.95780 -999.25 6.14760 3.99730 184.48840
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2346.96000 13.28290 -999.25 84.75280 -999.25 121.45310 -999.25 -999.25 4.31820 -999.25 4.97580 5.22550 193.61400
2347.11240 13.03900 -999.25 86.34160 -999.25 120.15960 -999.25 -999.25 3.97860 -999.25 4.59280 4.81500 194.73480
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2350.46520 12.46390 -999.25 77.43860 -999.25 100.58100 -999.25 -999.25 8.42740 -999.25 8.62650 9.67540 196.11380
2350.61760 12.45350 -999.25 80.94750 -999.25 106.98940 -999.25 -999.25 7.93470 -999.25 7.99290 8.30270 195.53550
2350.77000 12.46040 -999.25 82.25370 -999.25 104.22120 -999.25 -999.25 7.74960 -999.25 7.75680 8.06380 194.97630
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2351.37960 12.81660 -999.25 77.18170 -999.25 100.32900 -999.25 -999.25 8.30050 -999.25 8.13310 9.07060 193.93820
2351.53200 12.61990 -999.25 79.80920 -999.25 105.06150 -999.25 -999.25 6.27660 -999.25 6.21810 6.04430 193.83200
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2352.14160 12.93960 -999.25 86.05090 -999.25 119.32590 -999.25 -999.25 4.34220 -999.25 4.51970 4.96810 193.21320
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2352.59880 12.70780 -999.25 90.35680 -999.25 121.10690 -999.25 -999.25 4.33180 -999.25 4.56680 5.26710 190.82010
2352.75120 12.61300 -999.25 87.97550 -999.25 120.60200 -999.25 -999.25 4.33130 -999.25 4.55750 5.18440 189.22430
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2353.05600 12.70510 -999.25 83.43630 -999.25 114.06880 -999.25 -999.25 4.21700 -999.25 4.40560 4.79590 185.72820
2353.20840 12.68850 -999.25 83.96300 -999.25 116.62840 -999.25 -999.25 4.20630 -999.25 4.33240 5.00030 184.23050
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2357.93280 12.74820 -999.25 84.92040 -999.25 125.56640 -999.25 -999.25 4.36450 -999.25 4.94040 5.24850 190.78250
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2358.84720 12.68300 -999.25 74.07110 -999.25 86.54270 -999.25 -999.25 7.96380 -999.25 8.63980 10.26550 188.08220
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2359.60920 12.66560 -999.25 62.05400 -999.25 70.31290 -999.25 -999.25 37.44590 -999.25 35.19090 26.49630 185.97490
2359.76160 12.90770 -999.25 64.48760 -999.25 69.62270 -999.25 -999.25 33.00040 -999.25 31.21560 19.44760 185.87460
2359.91400 13.31400 -999.25 69.11170 -999.25 70.87680 -999.25 -999.25 21.87930 -999.25 21.21880 12.49280 185.90090
2360.06640 13.23630 -999.25 73.27910 -999.25 75.89660 -999.25 -999.25 14.10270 -999.25 14.14350 9.67860 185.85620
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2410.66320 8.82580 0.03070 80.33290 148.71420 95.20590 0.24520 3.59240 9.02250 2.57760 8.15730 0.10000 175.62400
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2410.96800 9.14440 0.03680 82.69910 148.77250 115.61520 0.25980 3.64480 5.52370 2.56530 5.17480 0.10000 175.85250
2411.12040 9.07440 0.04460 81.71350 149.10030 119.93880 0.27680 3.74080 5.04940 2.57880 4.77290 0.10000 175.84750
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2411.57760 8.81770 0.04280 80.85910 150.05950 113.39750 0.25930 3.75180 5.55480 2.60530 5.43140 0.10000 175.86960
2411.73000 8.83010 0.03600 81.55930 149.51680 115.34090 0.25880 3.81550 5.85710 2.60010 5.81600 0.10000 176.17910
2411.88240 8.87320 0.03110 81.49470 148.87140 116.24510 0.24700 3.99160 5.88100 2.59240 5.88310 0.10000 177.06220
2412.03480 8.86470 0.02860 80.30920 147.20830 112.28080 0.23400 4.18540 5.77520 2.58560 5.76110 0.10000 178.33440
2412.18720 8.86730 0.02870 78.29110 144.91780 107.72310 0.22050 4.28360 5.99580 2.58510 5.91400 0.10000 179.29190
2412.33960 8.87400 0.03240 75.94470 141.51340 108.53030 0.19900 4.29220 6.45430 2.59490 6.28060 0.10000 179.75930
2412.49200 9.06750 0.03890 73.77750 138.64560 108.86170 0.17750 4.33200 6.66090 2.61250 6.40630 0.10000 180.22710
2412.64440 9.65330 0.04540 72.31110 136.49730 101.15810 0.17150 4.47060 6.93530 2.62860 6.58760 0.10000 180.88620
2412.79680 9.65430 0.04850 71.85400 136.07980 92.65840 0.16540 4.59930 8.74080 2.63470 8.17050 0.10000 181.54670
2412.94920 9.79240 0.04710 72.55260 134.97010 82.95770 0.17750 4.56120 12.88270 2.62930 11.86790 0.10000 182.10020
2413.10160 9.57150 0.04260 74.27980 135.76870 80.07230 0.20070 4.39830 16.13530 2.61530 14.80370 0.10000 182.57270
2413.25400 9.29290 0.03670 76.43230 138.37810 88.71450 0.22140 4.29500 14.25980 2.59660 13.18790 0.10000 182.49160
2413.40640 9.47240 0.03120 78.29390 141.33740 95.83000 0.24210 4.31670 9.87250 2.57910 9.31030 0.10000 180.98830
2413.55880 9.86120 0.02770 79.48440 144.35630 102.38870 0.27890 4.37780 7.64190 2.57020 7.35400 0.10000 178.67670
2413.71120 9.76860 0.02690 79.99000 147.69300 110.68550 0.28880 4.39640 6.68380 2.57320 6.56270 0.10000 177.32550
2413.86360 9.77320 0.02840 80.06030 147.92370 114.91560 0.27530 4.36100 5.67580 2.58580 5.71410 0.10000 177.91580
2414.01600 9.28680 0.03080 80.13440 150.02130 112.57660 0.25060 4.28930 5.14970 2.60050 5.33230 0.10000 179.74970
2414.16840 9.46390 0.03250 80.28280 150.54900 110.59180 0.26130 4.19330 5.33250 2.60930 5.60650 0.10000 181.49270
2414.32080 9.76330 0.03340 80.18240 149.78160 109.18510 0.27070 4.08040 5.53090 2.61060 5.79520 0.10000 182.32200
2414.47320 9.59380 0.03440 79.60600 148.88190 111.43690 0.26880 3.97010 5.25780 2.60940 5.50520 0.10000 182.58900
2414.62560 9.81340 0.03580 78.31980 147.82120 115.52880 0.25410 3.88360 4.87190 2.60970 5.07360 0.10000 182.85380
2414.77800 9.48510 0.03680 76.45010 145.59410 114.62660 0.22710 3.80210 4.75940 2.61090 4.88980 0.10000 183.02670
2414.93040 9.42910 0.03650 74.78620 143.79280 109.26400 0.20520 3.68540 5.16780 2.61060 5.21520 0.10000 182.98590
2415.08280 9.49650 0.03490 74.18350 142.84190 104.12140 0.20340 3.54810 6.15430 2.60770 6.08000 0.10000 183.05650
2415.23520 9.35570 0.03280 75.02740 142.85490 98.86730 0.20170 3.44470 7.20690 2.60320 7.01450 0.10000 183.47240
2415.38760 9.26710 0.03140 77.11600 143.35230 93.45700 0.22630 3.38430 8.39350 2.59860 8.07260 0.10000 183.89030
2415.54000 9.36800 0.03160 79.59450 144.66250 94.98050 0.26130 3.33320 8.85650 2.59430 8.48420 0.10000 184.01020
2415.69240 9.10120 0.03350 81.41240 146.77100 105.02860 0.27310 3.28490 7.25090 2.58980 6.99250 0.10000 183.99230
2415.84480 8.97520 0.03550 82.32400 148.54750 113.09670 0.28490 3.26530 5.67970 2.58500 5.55190 0.10000 183.96040
2415.99720 8.89120 0.03520 82.79960 151.06560 116.55310 0.28710 3.29200 5.13450 2.58030 5.07460 0.10000 183.81940
2416.14960 8.87700 0.03240 83.36590 152.14080 118.05180 0.28070 3.36370 5.04020 2.57700 5.03300 0.10000 183.63700
2416.30200 8.86210 0.02920 84.28040 153.08360 118.61630 0.27390 3.45780 5.04990 2.57740 5.09600 0.10000 183.72450
2416.45440 8.84220 0.02850 85.23220 154.02850 118.41810 0.25740 3.53050 5.16330 2.58300 5.24680 0.10000 184.23280
2416.60680 9.09600 0.03020 85.58420 154.55040 117.08060 0.25330 3.55190 5.18030 2.59070 5.27990 0.10000 184.80940
2416.75920 9.31390 0.03290 85.04360 154.42550 118.38770 0.26210 3.54360 4.88530 2.59660 4.98060 0.10000 185.10680
2416.91160 9.38140 0.03510 83.88900 154.84110 119.92690 0.27170 3.56620 4.61210 2.60080 4.68720 0.10000 185.18610
2417.06400 9.53680 0.03690 82.61290 154.41200 119.93470 0.26720 3.67890 4.56320 2.60690 4.60710 0.10000 185.19550
2417.21640 9.53670 0.03760 81.61570 153.59250 115.44010 0.25480 3.89220 4.70990 2.61380 4.71970 0.10000 185.18330
2417.36880 9.49860 0.03630 80.96040 152.39400 112.43550 0.24160 4.12360 4.95490 2.61560 4.93080 0.10000 185.22060
2417.52120 9.08760 0.03330 80.36980 150.91570 112.41290 0.23220 4.23790 5.11020 2.60940 5.05880 0.10000 185.28980
2417.67360 9.35130 0.03030 79.74830 149.05700 112.75880 0.22270 4.19220 5.17000 2.59960 5.10160 0.10000 185.26140
2417.82600 9.24600 0.02850 79.39190 147.97410 116.52960 0.22510 4.06170 5.47660 2.59290 5.37470 0.10000 185.16610
2417.97840 9.03400 0.02780 79.62060 146.86280 112.81650 0.23230 3.91290 6.06880 2.59300 5.90420 0.10000 185.05650
2418.13080 8.81990 0.02810 80.41510 146.22220 106.66920 0.23550 3.76860 6.65820 2.59850 6.43130 0.10000 184.89360
2418.28320 8.71610 0.02920 81.41700 146.60330 107.63070 0.23870 3.67110 6.92610 2.60550 6.65790 0.10000 184.73810
2418.43560 8.69180 0.03050 82.15970 147.01250 110.44850 0.24590 3.66170 6.80700 2.61030 6.54330 0.10000 184.66050
2418.58800 8.70230 0.03130 82.43880 147.90170 114.04740 0.25330 3.69880 6.47480 2.61060 6.24910 0.10000 184.60100
2418.74040 8.70630 0.03160 82.49800 148.92560 116.23620 0.25790 3.68310 6.11050 2.60760 5.93660 0.10000 184.57230
2418.89280 8.69720 0.03190 82.70290 149.68990 114.98170 0.25020 3.57840 5.94960 2.60480 5.81180 0.10000 184.70490
2419.04520 8.70580 0.03230 83.22270 150.34670 117.26620 0.24820 3.46950 5.82390 2.60280 5.73570 0.10000 185.00070
2419.19760 8.71110 0.03150 83.98990 150.83220 117.91620 0.25250 3.47940 5.70620 2.59860 5.67470 0.10000 185.25440
2419.35000 8.70840 0.02870 84.75950 151.30150 119.48310 0.25650 3.64390 5.68720 2.58940 5.71360 0.10000 185.36360
2419.50240 8.76910 0.02490 85.28910 151.60990 119.77920 0.25960 3.87770 5.69290 2.57720 5.77220 0.10000 185.40850
2419.65480 8.78910 0.02240 85.46990 151.60330 116.45630 0.26530 4.04780 5.67700 2.56780 5.79760 0.10000 185.51880
2419.80720 8.75550 0.02320 85.23920 151.06840 113.49430 0.26350 4.07380 5.63520 2.56630 5.77280 0.10000 185.86000
2419.95960 8.77410 0.02750 84.61200 150.14870 113.84830 0.25520 3.96740 5.52500 2.57330 5.66510 0.10000 186.48840
2420.11200 8.78240 0.03360 83.59630 148.98450 116.67320 0.24690 3.80100 5.39230 2.58430 5.50740 0.10000 187.01700
2420.26440 9.01710 0.03890 82.00970 147.36080 115.68180 0.24140 3.66520 5.39770 2.59290 5.48130 0.10000 187.09890
2420.41680 8.91850 0.04110 79.79460 145.23140 113.92630 0.23330 3.63020 5.62400 2.59450 5.67020 0.10000 186.87210
2420.56920 8.97940 0.04000 77.29140 143.02090 113.12820 0.22930 3.69820 6.24900 2.59010 6.24070 0.10000 186.56530
2420.72160 9.03170 0.03740 75.18840 140.87070 106.99580 0.22530 3.79960 7.16070 2.58670 7.06450 0.10000 186.24410
2420.87400 9.09690 0.03530 74.23410 139.64450 100.91050 0.22570 3.87000 7.88800 2.59030 7.72020 0.10000 186.05610
2421.02640 9.27740 0.03400 74.67060 139.46230 96.99050 0.23750 3.90630 8.55380 2.59950 8.33830 0.10000 186.11310
2421.17880 9.01530 0.03300 75.96280 139.22310 95.96630 0.24820 3.92820 9.04480 2.60730 8.81760 0.10000 186.44430
2421.33120 9.14430 0.03260 77.28390 140.41710 99.10460 0.24070 3.93220 8.56300 2.60930 8.40550 0.10000 187.08600
2421.48360 9.52900 0.03380 78.27390 141.59930 103.20050 0.23830 3.90480 7.78160 2.60700 7.71680 0.10000 188.01000
2421.63600 9.45640 0.03590 79.07260 143.10410 110.43050 0.23520 3.84870 7.24690 2.60270 7.23860 0.10000 189.05760
2421.78840 9.28700 0.03670 79.84430 144.88580 113.73830 0.22690 3.77000 7.05480 2.59640 7.08480 0.10000 189.95610
2421.94080 9.18870 0.03570 80.45300 145.17010 114.87190 0.22090 3.66180 7.00250 2.58930 7.04940 0.10000 189.96180
2422.09320 9.46830 0.03410 80.62570 146.07760 116.00500 0.22330 3.53500 6.83550 2.58450 6.90200 0.10000 188.77480
2422.24560 9.15530 0.03310 80.44920 146.25160 116.93100 0.22500 3.44750 6.46740 2.58300 6.54540 0.10000 187.12220
2422.39800 9.07450 0.03270 80.40610 146.35170 114.58300 0.22310 3.45820 6.27520 2.58320 6.35380 0.10000 185.44210
2422.55040 9.03110 0.03270 80.83140 146.40590 112.54900 0.22120 3.53790 6.71410 2.58460 6.75150 0.10000 183.85390
2422.70280 9.35730 0.03300 81.39790 145.41520 114.06800 0.22740 3.57970 7.11470 2.58770 7.07590 0.10000 183.43890
2422.85520 9.53720 0.03230 81.40280 144.88300 113.17760 0.22890 3.54920 6.50780 2.59130 6.44450 0.10000 183.88390
2423.00760 9.28400 0.02970 80.57090 144.95830 113.27490 0.22550 3.54150 5.71050 2.59290 5.68860 0.10000 184.17400
2423.16000 9.18420 0.02670 79.39490 144.88910 114.06090 0.22210 3.62330 5.49760 2.59290 5.50640 0.10000 185.18380
2423.31240 9.23330 0.02610 78.77330 145.10080 113.52890 0.21780 3.72910 5.78610 2.59350 5.81260 0.10000 187.34850
2423.46480 9.18150 0.02830 79.23370 145.80380 106.71180 0.21860 3.76740 6.83680 2.59460 6.84910 0.10000 188.99510
2423.61720 9.29640 0.03130 80.47950 146.69570 102.79480 0.22090 3.73470 8.38460 2.59410 8.37000 0.10000 189.41960
2423.76960 9.11140 0.03300 81.78670 148.32610 107.72740 0.24480 3.67370 8.70450 2.59220 8.69880 0.10000 189.48030
2423.92200 8.87970 0.03290 82.67540 149.45070 109.33300 0.26650 3.61500 7.34390 2.59120 7.43010 0.10000 189.43510
2424.07440 8.90840 0.03120 83.09250 151.46160 111.07260 0.28340 3.58140 5.50340 2.59250 5.65300 0.10000 189.28430
2424.22680 9.06820 0.02810 83.11310 152.58080 112.92420 0.28680 3.57230 4.90520 2.59490 5.05900 0.10000 189.19750
2424.37920 9.07050 0.02380 82.62360 152.43660 110.11950 0.27510 3.54420 4.82560 2.59730 4.97680 0.10000 189.36470
2424.53160 9.27280 0.01910 81.38540 151.67990 113.10020 0.25970 3.47200 4.86530 2.59930 5.01850 0.10000 189.61750
2424.68400 9.04990 0.01470 79.44520 150.62730 114.48480 0.24880 3.41530 5.15090 2.60030 5.30020 0.10000 189.73630
2424.83640 9.04880 0.01140 77.35190 148.77320 107.21280 0.23350 3.43770 5.81480 2.59930 5.93570 0.10000 189.76960
2424.98880 8.96660 0.01080 75.79340 145.91080 99.84000 0.21820 3.48270 6.97340 2.59580 6.98390 0.10000 189.81740
2425.14120 8.88030 0.01360 75.04890 143.51010 90.64870 0.20790 3.43770 8.76930 2.59010 8.56710 0.10000 189.89960
2425.29360 8.92870 0.01850 74.89280 141.88720 84.57780 0.20160 3.30900 10.41470 2.58350 9.99760 0.10000 189.97350
2425.44600 8.93750 0.02380 75.09610 141.03970 88.26730 0.20280 3.21310 11.07850 2.57850 10.56760 0.10000 189.97680
2425.59840 8.91550 0.02820 75.87920 141.19410 94.09990 0.20410 3.22000 10.54950 2.57780 10.10840 0.10000 189.92410
2425.75080 8.83020 0.03150 77.63110 141.50150 93.72930 0.22750 3.28260 9.92040 2.58090 9.62170 0.10000 189.88540
2425.90320 8.81880 0.03320 80.09840 143.60180 94.41370 0.26690 3.32360 9.80710 2.58370 9.64400 0.10000 189.90170
2426.05560 8.81640 0.03280 82.17830 145.31360 102.72850 0.28550 3.34040 8.99890 2.58310 8.98070 0.10000 189.86320
2426.20800 8.80510 0.03140 82.81210 145.06500 112.48710 0.25990 3.37420 7.08610 2.58110 7.24290 0.10000 189.51250
2426.36040 8.98080 0.03130 81.93590 146.61690 121.66360 0.25820 3.42460 5.71330 2.58290 5.98050 0.10000 188.81600
2426.51280 8.94270 0.03350 80.62220 146.72930 123.88460 0.26330 3.47620 5.42960 2.59020 5.77840 0.10000 187.97450
2426.66520 8.82070 0.03700 80.14670 146.78450 119.66280 0.27300 3.54150 6.09990 2.59870 6.54950 0.10000 187.24240
2426.81760 8.83930 0.03930 80.82060 146.58730 114.05770 0.28000 3.59700 6.82280 2.60250 7.35090 0.10000 186.77590
2426.97000 8.80870 0.03860 81.92140 146.06040 113.48520 0.27710 3.56450 6.75580 2.59960 7.33770 0.10000 186.57970
2427.12240 8.78090 0.03510 82.57910 145.22760 116.96240 0.26920 3.43460 6.59240 2.59310 7.19490 0.10000 186.54510
2427.27480 8.77710 0.03110 82.49830 144.19740 114.84900 0.23930 3.30970 6.82420 2.58620 7.39180 0.10000 186.49790
2427.42720 8.74650 0.02900 81.78510 142.68810 111.95320 0.20940 3.27820 6.96620 2.58030 7.42230 0.10000 186.30500
2427.57960 8.73530 0.03000 80.52940 140.11830 110.02550 0.17780 3.33630 7.05080 2.57490 7.42170 0.10000 186.04050
2427.73200 8.74340 0.03280 78.70480 136.68550 107.18440 0.16890 3.42270 7.77860 2.56990 8.14210 0.10000 185.78720
2427.88440 8.81840 0.03520 76.42290 132.83790 98.01220 0.17380 3.47570 9.06560 2.56830 9.49150 0.10000 185.62490
2428.03680 8.79200 0.03640 74.21800 128.39390 89.22200 0.17640 3.48280 11.03750 2.57340 11.51490 0.10000 185.65080
2428.18920 8.73810 0.03650 72.61270 124.96460 87.54160 0.17890 3.49890 15.87810 2.58320 16.31300 0.10000 185.87660
2428.34160 8.75190 0.03590 71.56520 121.02240 83.26400 0.17780 3.59170 18.95790 2.59050 19.25340 0.10000 186.13460
2428.49400 8.74490 0.03520 70.44310 118.08940 79.09310 0.16770 3.75320 17.94610 2.59140 18.03350 0.10000 186.33600
2428.64640 8.92620 0.03570 68.47930 115.62740 73.97840 0.12600 3.89230 16.46650 2.59220 16.32540 0.10000 186.39060
2428.79880 8.79610 0.03730 65.48030 114.56200 70.53910 0.11660 3.93470 19.16530 2.60280 18.61590 0.10000 186.16620
2428.95120 8.62930 0.03870 62.25730 114.91250 71.71980 0.11580 3.91110 29.27280 2.62270 27.72880 0.10000 185.77410
2429.10360 8.56400 0.03730 60.32380 115.72410 69.37370 0.12460 3.92090 41.90840 2.64070 39.02180 0.10000 185.46580
2429.25600 8.53850 0.03290 60.96940 117.07190 65.60850 0.14700 3.97840 55.30790 2.64690 50.93690 0.10000 185.33680
2429.40840 8.51310 0.02740 64.37700 119.50860 64.67080 0.17450 3.94440 58.34540 2.63980 53.70120 0.10000 185.36230
2429.56080 8.80570 0.02320 69.27450 121.64700 64.33350 0.18700 3.71200 43.03500 2.62090 40.09380 0.10000 185.76750
2429.71320 9.00340 0.02130 73.64650 124.60430 68.09110 0.20110 3.40380 21.76100 2.59330 20.88920 0.10000 186.56510
2429.86560 9.05190 0.02170 76.06990 126.67110 72.36980 0.21520 3.23000 12.86520 2.56440 12.72570 0.10000 187.31260
2430.01800 9.09010 0.02360 76.50660 130.68530 76.09230 0.23870 3.24640 10.96090 2.54290 11.03010 0.10000 187.61690
2430.17040 8.88990 0.02630 76.03270 133.83500 81.18370 0.24290 3.34750 10.62130 2.53430 10.80260 0.10000 187.70690
2430.32280 8.86930 0.02970 75.88760 138.01420 83.61220 0.23240 3.40590 10.35060 2.53830 10.60920 0.10000 187.98290
2430.47520 8.86120 0.03310 76.62910 139.29450 86.77190 0.23150 3.38330 10.02410 2.54980 10.35430 0.10000 188.44030
2430.62760 8.89980 0.03500 78.00870 140.64590 92.86760 0.23060 3.31850 9.75760 2.56220 10.11510 0.10000 188.79580
2430.78000 8.84630 0.03470 79.56890 143.99030 101.32540 0.24710 3.25700 9.35070 2.57270 9.67750 0.10000 188.92110
2430.93240 8.72420 0.03300 81.00590 145.74620 105.49950 0.26770 3.23130 8.67640 2.58110 8.96030 0.10000 188.94400
2431.08480 8.68990 0.03100 82.06340 146.52940 105.74720 0.27320 3.24730 7.82450 2.58690 8.10380 0.10000 188.95150
2431.23720 8.67930 0.02990 82.40820 147.23990 114.59260 0.27140 3.27430 7.06440 2.58980 7.35040 0.10000 189.00990
2431.38960 8.70920 0.03050 81.82790 147.82500 123.91420 0.27410 3.30640 6.34370 2.59080 6.65610 0.10000 189.21240
2431.54200 8.69980 0.03260 80.63700 148.05720 123.59100 0.26970 3.39500 5.97680 2.59260 6.31750 0.10000 189.62740
2431.69440 8.67070 0.03540 79.65000 147.78240 121.15620 0.25430 3.55880 5.88710 2.59690 6.26110 0.10000 190.06990
2431.84680 8.73230 0.03790 79.61650 147.06670 121.44760 0.24220 3.72450 5.88880 2.60320 6.29230 0.10000 190.35550
2431.99920 8.62260 0.03960 80.49730 146.39890 119.60450 0.24180 3.80550 5.99900 2.60930 6.42680 0.10000 190.52720
2432.15160 8.61640 0.04010 81.37140 145.61000 118.09380 0.24640 3.78650 6.05570 2.61340 6.50280 0.10000 190.65020
2432.30400 8.60640 0.03870 81.34880 144.70650 118.02740 0.25090 3.70360 5.86230 2.61450 6.32070 0.10000 190.71590
2432.45640 8.60280 0.03560 80.41930 143.72060 119.67520 0.25460 3.60690 5.75040 2.61310 6.19130 0.10000 190.81210
2432.60880 8.59700 0.03190 79.21630 142.28690 116.86780 0.25250 3.55990 5.94500 2.61140 6.35070 0.10000 191.03230
2432.76120 8.59340 0.02960 78.25930 140.50150 111.67870 0.24020 3.60640 6.12680 2.61320 6.50450 0.10000 191.20160
2432.91360 8.59570 0.03050 77.48560 138.08350 108.14200 0.23200 3.69540 6.42080 2.62090 6.76790 0.10000 191.15890
2433.06600 8.60700 0.03510 76.36930 135.63450 106.28190 0.22380 3.69120 6.74120 2.63400 7.05480 0.10000 190.99220
2433.21840 8.56300 0.04160 74.61000 132.61910 111.92640 0.20960 3.54880 6.97770 2.64800 7.26380 0.10000 190.89240
2433.37080 8.54640 0.04660 72.60810 130.23890 110.19750 0.19830 3.39550 7.93020 2.65810 8.17850 0.10000 190.90260
2433.52320 8.53270 0.04770 71.13350 127.77370 92.05470 0.18710 3.34010 9.99890 2.66160 10.16260 0.10000 190.91910
2433.67560 8.52690 0.04590 70.72120 126.37170 82.72960 0.19570 3.35040 13.09670 2.65870 13.07140 0.10000 190.83350
2433.82800 8.53640 0.04330 71.40810 125.83910 84.27520 0.21220 3.34710 15.40710 2.65000 15.20920 0.10000 190.67400
2433.98040 8.63140 0.04160 72.67210 125.28230 84.48740 0.22170 3.30190 14.63660 2.63640 14.44730 0.10000 190.63410
2434.13280 8.68840 0.04120 73.70690 125.70200 86.76890 0.21930 3.23840 11.66830 2.62030 11.57370 0.10000 190.83890
2434.28520 8.85660 0.04190 74.07950 127.17970 86.62930 0.21930 3.20040 10.32160 2.60570 10.23120 0.10000 191.18750
2434.43760 9.11890 0.04330 74.01630 130.05520 83.37930 0.22890 3.18970 11.13430 2.59570 10.94950 0.10000 191.49940
2434.59000 9.16170 0.04480 74.20870 133.07340 80.89610 0.23220 3.14350 13.06130 2.59200 12.77280 0.10000 191.76620
2434.74240 9.24140 0.04530 75.44320 135.54890 79.09740 0.23540 3.04370 14.08290 2.59310 13.78290 0.10000 192.00220
2434.89480 9.16120 0.04420 77.89350 138.67470 82.39160 0.23490 2.99050 13.45080 2.59640 13.25840 0.10000 192.13320
2435.04720 8.75070 0.04230 80.71880 141.50840 87.96500 0.24930 3.07360 11.90460 2.60170 11.89230 0.10000 192.11740
2435.19960 8.75270 0.04080 82.76010 144.57890 101.13220 0.26330 3.25020 9.45600 2.61150 9.63940 0.10000 192.02850
2435.35200 8.67350 0.04000 83.46170 146.05760 112.90770 0.26210 3.40780 7.28560 2.62410 7.56790 0.10000 191.99580
2435.50440 8.65630 0.03860 83.04940 146.92870 120.28000 0.26090 3.50340 5.94390 2.63230 6.28110 0.10000 192.02520
2435.65680 8.65380 0.03550 82.21790 148.18330 121.57690 0.25650 3.58860 5.69140 2.62880 6.09470 0.10000 192.11640
2435.80920 8.66090 0.03090 81.42850 148.38000 115.71940 0.26070 3.69530 6.07840 2.61340 6.57490 0.10000 192.29240
2435.96160 8.69520 0.02700 80.62210 148.56310 117.94240 0.24360 3.76190 5.76990 2.59550 6.29880 0.10000 192.46400
2436.11400 8.74720 0.02630 79.98120 148.46960 122.14890 0.24040 3.70800 5.24280 2.58660 5.76340 0.10000 192.53250
2436.26640 8.76490 0.02910 80.14850 148.77520 119.35620 0.25300 3.54620 5.64610 2.59150 6.17010 0.10000 192.51970
2436.41880 8.77850 0.03370 81.50140 149.22340 116.51860 0.27540 3.39000 6.68170 2.60440 7.20120 0.10000 192.43820
2436.57120 8.72540 0.03720 83.51010 149.47640 112.47130 0.29250 3.33890 7.02160 2.61380 7.48620 0.10000 192.33160
2436.72360 8.71230 0.03810 84.92810 149.40760 115.36870 0.29180 3.36570 6.63090 2.61170 7.03160 0.10000 192.23700
2436.87600 8.72560 0.03730 84.88080 149.15420 124.83430 0.28230 3.38550 6.06250 2.60150 6.41180 0.10000 192.05910
2437.02840 8.73590 0.03670 83.69450 148.44720 126.10510 0.27460 3.40920 5.67600 2.59390 6.01550 0.10000 191.85060
2437.18080 8.74280 0.03700 82.44330 147.39240 123.87640 0.26410 3.50550 5.57870 2.59570 5.94920 0.10000 191.70680
2437.33320 8.78270 0.03770 81.59300 146.05700 119.35830 0.25160 3.66500 5.77960 2.60600 6.20140 0.10000 191.61340
2437.48560 8.64310 0.03840 80.73550 144.11320 119.45020 0.24390 3.79220 5.92740 2.61930 6.38050 0.10000 191.57500
2437.63800 8.63190 0.03910 79.37580 142.27190 122.44670 0.24120 3.82670 5.95090 2.63040 6.41430 0.10000 191.66170
2437.79040 8.65680 0.03990 77.59360 141.01730 117.73040 0.23720 3.82460 6.14430 2.63590 6.59420 0.10000 191.75580
2437.94280 8.73730 0.04120 76.13200 140.67080 110.02150 0.23310 3.86530 6.99550 2.63630 7.39360 0.10000 191.73770
2438.09520 8.79430 0.04300 75.55960 140.22220 107.36050 0.22090 3.91520 8.34880 2.63450 8.62620 0.10000 191.67840
2438.24760 8.86290 0.04500 75.89070 140.19530 107.74300 0.22160 3.86870 8.58280 2.63310 8.76550 0.10000 191.65340
2438.40000 8.72560 0.04670 76.90620 141.37240 108.29440 0.25420 3.71400 8.19310 2.63240 8.31490 0.10000 191.60710
2438.55240 8.78750 0.04800 78.40760 142.66340 106.37650 0.25830 3.56080 8.55500 2.63180 8.63450 0.10000 191.50690
2438.70480 8.69440 0.04870 80.12200 143.83720 104.78130 0.26370 3.49860 9.01480 2.63170 9.07690 0.10000 191.48140
2438.85720 8.79450 0.04920 81.42290 144.31850 107.78920 0.27590 3.51380 8.27050 2.63280 8.37610 0.10000 191.60320
2439.00960 9.03570 0.04910 81.57720 144.79600 114.97890 0.28100 3.55380 6.38730 2.63340 6.56430 0.10000 191.72630
2439.16200 8.71640 0.04690 80.41040 144.79670 119.04640 0.27970 3.61240 5.16560 2.63130 5.38920 0.10000 191.64070
2439.31440 8.63290 0.04200 78.64010 144.75600 121.46730 0.28500 3.71830 5.20000 2.62810 5.46380 0.10000 191.37650
2439.46680 8.57800 0.03630 77.32960 144.89900 117.82500 0.29650 3.86380 6.04760 2.62640 6.36090 0.10000 191.11460
2439.61920 8.57710 0.03170 77.08160 144.61730 114.98280 0.29630 3.98520 6.68980 2.62560 7.04290 0.10000 190.95970
2439.77160 8.59670 0.02840 77.73750 144.47500 120.21780 0.27610 4.02940 6.91900 2.62250 7.29090 0.10000 190.88430
2439.92400 8.61300 0.02570 78.66380 144.34950 121.66860 0.25670 4.00050 6.48970 2.61880 6.83900 0.10000 190.86720
2440.07640 8.59430 0.02350 79.27560 144.11560 117.98420 0.24770 3.92260 5.93790 2.61950 6.24080 0.10000 190.90700
2440.22880 8.60030 0.02310 79.36020 143.53870 114.69130 0.24540 3.81270 6.03030 2.62480 6.29320 0.10000 190.95990
2440.38120 8.65690 0.02540 79.04590 142.78240 113.42570 0.24300 3.71610 6.20440 2.63090 6.43440 0.10000 190.96260
2440.53360 8.64560 0.02960 78.67110 141.78320 112.19310 0.24040 3.69970 6.26640 2.63520 6.48630 0.10000 190.97720
2440.68600 8.61070 0.03340 78.50850 140.83100 113.55800 0.24550 3.77100 6.59820 2.63660 6.81220 0.10000 191.03420
2440.83840 8.69930 0.03540 78.39420 139.49830 110.67180 0.25030 3.83650 7.15170 2.63410 7.35510 0.10000 191.07920
2440.99080 8.70850 0.03680 77.86890 137.64740 111.19980 0.24050 3.79690 7.41310 2.62910 7.57910 0.10000 191.11200
2441.14320 8.69970 0.03920 76.58740 135.94420 114.24150 0.23090 3.68470 7.26550 2.62470 7.38480 0.10000 191.15290
2441.29560 8.78980 0.04190 74.71810 134.53030 111.17580 0.22900 3.61770 7.51120 2.62300 7.55500 0.10000 191.22880
2441.44800 8.91170 0.04400 73.04170 133.99560 100.26610 0.23490 3.63310 8.49410 2.62390 8.44890 0.10000 191.35890
2441.60040 8.94930 0.04420 72.34810 133.60180 88.30030 0.24790 3.64820 9.82440 2.62560 9.67060 0.10000 191.50810
2441.75280 8.74710 0.04210 72.87790 134.20420 84.93180 0.27100 3.58010 11.13960 2.62620 10.90060 0.10000 191.64000
2441.90520 8.84240 0.03820 74.33370 136.04890 86.92180 0.29280 3.45940 11.54920 2.62640 11.31190 0.10000 191.72920
2442.05760 8.69670 0.03410 76.18000 139.06330 90.64610 0.29550 3.38600 10.84240 2.62670 10.72130 0.10000 191.73870
2442.21000 8.72990 0.03160 77.90340 141.54650 98.89510 0.28750 3.41900 9.32730 2.62670 9.39900 0.10000 191.74400
2442.36240 8.75660 0.03160 79.18210 144.25850 108.14720 0.28740 3.53960 7.73820 2.62470 7.99660 0.10000 191.79810
2442.51480 8.74760 0.03370 79.94850 146.90350 116.19300 0.28900 3.66510 6.45160 2.61920 6.82330 0.10000 191.87070
2442.66720 8.70400 0.03570 80.25960 148.23370 122.17510 0.28790 3.72790 5.61170 2.61050 6.05010 0.10000 191.99990
2442.81960 8.70150 0.03620 80.27390 148.67350 124.69690 0.28680 3.74660 5.34900 2.60290 5.82290 0.10000 192.21390
2442.97200 8.71070 0.03530 80.07060 147.48480 125.64240 0.27650 3.76780 5.07310 2.60070 5.55930 0.10000 192.50750
2443.12440 8.79370 0.03440 79.47710 145.55230 123.87480 0.26990 3.77900 4.81050 2.60420 5.27630 0.10000 192.91590
2443.27680 8.85200 0.03410 78.31370 142.59260 120.71280 0.26950 3.74930 5.04590 2.61000 5.48640 0.10000 193.36470
2443.42920 8.73330 0.03360 76.71130 140.86330 117.03190 0.25540 3.72200 5.97300 2.61490 6.39230 0.10000 193.64520
2443.58160 8.86370 0.03220 75.12640 139.71280 109.23440 0.24640 3.77070 6.92010 2.61670 7.29800 0.10000 193.76140
2443.73400 8.88220 0.02960 74.14630 138.81420 105.25460 0.24800 3.89190 7.66470 2.61560 7.97270 0.10000 193.91670
2443.88640 9.11800 0.02620 74.37950 139.25590 101.17740 0.25830 4.01760 8.68400 2.61350 8.90160 0.10000 194.13980
2444.03880 8.97360 0.02280 75.98330 141.79660 99.54200 0.27570 4.08980 9.45090 2.61140 9.62220 0.10000 194.27880
2444.19120 8.67680 0.02040 78.58400 144.06040 107.58290 0.28690 4.07600 8.06030 2.60800 8.29420 0.10000 194.35770
2444.34360 8.72950 0.02010 81.47410 146.68920 118.26670 0.28400 3.97160 6.18100 2.60350 6.47350 0.10000 194.48690
2444.49600 8.64360 0.02220 83.61710 148.29870 121.00600 0.28320 3.80960 5.13790 2.60070 5.46940 0.10000 194.66050
2444.64840 8.65700 0.02570 84.24300 149.08020 119.82040 0.28920 3.62690 5.01370 2.60130 5.42080 0.10000 194.86250
2444.80080 8.67580 0.02940 83.42230 149.61320 122.50790 0.29230 3.44210 5.18420 2.60430 5.66360 0.10000 195.05560
2444.95320 8.67020 0.03260 82.10840 149.48150 125.32610 0.28860 3.28660 5.11810 2.60790 5.66360 0.10000 195.18330
2445.10560 8.75690 0.03540 81.56310 148.75160 125.47670 0.28230 3.21750 4.96940 2.61140 5.56760 0.10000 195.25040
2445.25800 8.79530 0.03830 82.32380 148.05430 127.48800 0.27610 3.28470 5.21090 2.61570 5.86120 0.10000 195.26610
2445.41040 8.75080 0.04170 83.48360 147.18840 125.87780 0.26500 3.48760 5.58370 2.62090 6.26240 0.10000 195.30540
2445.56280 8.71490 0.04560 83.51450 145.59370 122.71610 0.26390 3.73640 5.61770 2.62600 6.28130 0.10000 195.55010
2445.71520 8.71410 0.04870 81.75400 144.09630 127.01080 0.24800 3.87850 5.56680 2.62900 6.18330 0.10000 195.92460
2445.86760 8.76000 0.04870 78.82650 142.06510 123.05270 0.21290 3.83960 5.89100 2.62620 6.49700 0.10000 196.17900
2446.02000 8.70580 0.04450 76.17640 140.73120 115.14690 0.18600 3.70750 6.23010 2.61450 6.83840 0.10000 196.31680
2446.17240 8.96060 0.03810 74.79460 139.92860 104.82610 0.17320 3.60510 7.05800 2.59590 7.65350 0.10000 196.43130
2446.32480 9.15360 0.03350 74.31250 138.83130 91.88830 0.16440 3.54660 8.63560 2.57890 9.17170 0.10000 196.52040
2446.47720 9.52260 0.03270 73.63490 138.38530 84.52570 0.14750 3.46820 10.35520 2.57110 10.76430 0.10000 196.55560
2446.62960 9.31490 0.03570 71.88550 138.33090 81.31760 0.12810 3.33820 11.67480 2.57500 11.89390 0.10000 196.55620
2446.78200 9.32320 0.04030 68.95790 137.76280 81.47460 0.11980 3.19270 12.88740 2.58830 12.93080 0.10000 196.56780
2446.93440 8.85190 0.04380 65.92060 137.21500 78.59460 0.12400 3.08290 15.84020 2.60560 15.79400 0.10000 196.64270
2447.08680 8.70400 0.04540 64.37770 136.08040 73.10830 0.13480 3.03380 21.91330 2.62200 21.86370 0.10000 196.70400
2447.23920 8.57870 0.04680 65.33810 135.41200 71.35460 0.15270 3.04780 31.13210 2.63460 30.96120 0.10000 196.68860
2447.39160 8.62270 0.04910 68.75610 134.34680 74.60520 0.17950 3.11240 33.41220 2.64150 33.35820 0.10000 196.72190
2447.54400 8.76040 0.05150 73.30020 134.17640 78.34400 0.19540 3.20110 24.78400 2.64190 25.22420 0.10000 196.84700
2447.69640 8.76640 0.05250 76.98290 135.40080 86.16500 0.21130 3.28500 11.11310 2.63770 11.81720 0.10000 197.00820
2447.84880 8.69520 0.05150 78.62730 137.01820 101.17530 0.23680 3.35040 6.59570 2.63140 7.24920 0.10000 197.25220
2448.00120 8.71290 0.04830 78.54790 138.79590 110.32130 0.24850 3.41530 5.80430 2.62350 6.45270 0.10000 197.58790
2448.15360 8.90390 0.04400 78.15350 140.82810 113.97800 0.23000 3.50900 5.66170 2.61360 6.33810 0.10000 197.85300
2448.30600 9.09050 0.04060 78.88500 143.02870 113.81000 0.22710 3.62100 6.04210 2.60320 6.77410 0.10000 197.99840
2448.45840 9.08600 0.03930 81.04690 145.01280 109.51460 0.23390 3.70670 6.94140 2.59460 7.70720 0.10000 198.16790
2448.61080 9.17710 0.03910 83.51760 146.62610 108.78810 0.24760 3.72750 6.85600 2.58860 7.51080 0.10000 198.46300
2448.76320 9.00430 0.03870 84.77500 146.86720 113.68050 0.25840 3.64740 5.51180 2.58460 6.01750 0.10000 198.82610
2448.91560 9.06820 0.03820 84.13180 147.70210 121.23340 0.25480 3.44940 4.43040 2.58230 4.84710 0.10000 199.11870
2449.06800 9.21660 0.03900 82.19380 147.76110 124.05280 0.24950 3.20850 4.29540 2.58330 4.70990 0.10000 199.31220
2449.22040 8.71120 0.04110 80.31940 148.21570 121.52730 0.24420 3.07010 5.13780 2.58760 5.60490 0.10000 199.48120
2449.37280 8.69900 0.04270 79.31750 148.72810 116.28780 0.22320 3.11840 6.08730 2.59270 6.59130 0.10000 199.63490
2449.52520 8.72220 0.04280 79.09960 149.18690 114.34490 0.21600 3.30130 6.64140 2.59470 7.13550 0.10000 199.74330
2449.67760 8.74980 0.04170 79.25820 148.82280 115.27570 0.22490 3.48270 6.26170 2.59230 6.68190 0.10000 199.76820
2449.83000 8.92680 0.04000 79.43310 149.06550 116.63760 0.23490 3.56880 5.04270 2.58680 5.34960 0.10000 199.73700
2449.98240 8.95010 0.03770 79.57850 149.47430 122.18360 0.23030 3.55870 4.34670 2.58110 4.57880 0.10000 199.74160
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2450.28720 8.79060 0.03510 81.05040 150.40820 115.69380 0.22590 3.39120 5.65820 2.58550 5.77130 0.10000 199.67670
2450.43960 8.71440 0.03640 82.88660 151.10820 110.95610 0.22890 3.28180 6.09690 2.59420 6.18540 0.10000 199.43620
2450.59200 8.66840 0.03820 85.22370 151.93460 115.25790 0.25270 3.16050 5.94720 2.59850 6.01480 0.10000 199.19420
2450.74440 8.62460 0.03820 87.22710 152.53040 121.01990 0.25350 3.06820 5.38910 2.59280 5.45070 0.10000 199.09220
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2451.04920 8.63380 0.03250 87.47390 153.93070 120.02730 0.25170 3.22240 4.74640 2.56540 4.78470 0.10000 199.07730
2451.20160 8.62590 0.03170 86.09170 154.02590 119.55920 0.24920 3.36010 4.70830 2.56400 4.74510 0.10000 199.03890
2451.35400 8.63040 0.03410 84.57480 154.45070 116.83450 0.24740 3.40740 4.77430 2.57590 4.84020 0.10000 199.06810
2451.50640 8.63970 0.03770 83.44820 154.26320 117.60400 0.25060 3.40430 4.86900 2.59100 4.96350 0.10000 199.07700
2451.65880 8.64230 0.03970 83.07450 154.31350 117.35400 0.25380 3.43430 5.02350 2.59800 5.12980 0.10000 199.04920
2451.81120 8.74370 0.03960 83.64840 155.32340 118.96720 0.27350 3.48860 4.84040 2.59540 4.95110 0.10000 199.12590
2451.96360 8.83260 0.03850 85.14000 155.67360 122.95410 0.27600 3.48940 4.35910 2.58950 4.47690 0.10000 199.27980
2452.11600 8.76330 0.03760 87.04340 156.82750 127.15450 0.28170 3.40850 3.92460 2.58580 4.04550 0.10000 199.33380
2452.26840 8.65040 0.03700 88.38360 158.14930 129.05080 0.29320 3.31480 3.75130 2.58460 3.87700 0.10000 199.32740
2452.42080 8.72400 0.03650 88.45300 158.18450 127.37650 0.29360 3.29130 3.76020 2.58440 3.89230 0.10000 199.35930
2452.57320 8.62340 0.03620 87.43530 158.30790 127.20660 0.27270 3.33560 3.97840 2.58400 4.12360 0.10000 199.34760
2452.72560 8.62190 0.03670 86.07050 157.27160 124.87700 0.25990 3.37350 4.25870 2.58320 4.41540 0.10000 199.20140
2452.87800 8.61340 0.03810 84.86870 155.62500 124.63490 0.24720 3.35930 4.38990 2.58280 4.54760 0.10000 198.97640
2453.03040 8.66450 0.03950 83.82180 153.08310 123.80400 0.22600 3.32410 4.49070 2.58370 4.63840 0.10000 198.79370
2453.18280 8.63720 0.03920 82.53930 151.13170 121.02420 0.22240 3.32040 4.74900 2.58570 4.88460 0.10000 198.69970
2453.33520 8.68910 0.03730 80.81850 148.30760 117.82470 0.22650 3.34940 5.20950 2.58720 5.33190 0.10000 198.64470
2453.48760 8.64920 0.03600 79.12590 146.36250 114.24540 0.23380 3.36630 5.66840 2.58920 5.77220 0.10000 198.54610
2453.64000 8.76970 0.03760 78.11260 144.50020 110.12980 0.22970 3.34390 6.23010 2.59470 6.31620 0.10000 198.35220
2453.79240 8.86430 0.04240 77.94370 143.11710 109.41920 0.21800 3.29070 6.73050 2.60470 6.80940 0.10000 198.12280
2453.94480 8.77020 0.04730 78.32790 142.26680 107.42350 0.21540 3.22750 6.79250 2.61440 6.89200 0.10000 197.98860
2454.09720 8.88590 0.04900 78.91720 141.85420 106.70540 0.21280 3.18010 6.58770 2.61700 6.72270 0.10000 197.99370
2454.24960 9.00700 0.04730 79.63100 141.67940 108.43130 0.21970 3.15690 6.47870 2.61290 6.65860 0.10000 197.99960
2454.40200 9.20500 0.04550 80.61000 141.44500 110.20840 0.22590 3.12710 6.75820 2.60920 6.97670 0.10000 197.84550
2454.55440 9.19210 0.04620 81.66260 141.28110 107.75350 0.23450 3.05040 7.36050 2.61070 7.64970 0.10000 197.55590
2454.70680 8.75890 0.04860 82.08610 140.95660 109.17380 0.23790 2.92900 7.12200 2.61440 7.50960 0.10000 197.36170
2454.85920 8.65170 0.04870 81.26260 140.43400 114.27970 0.23350 2.82000 6.36360 2.61370 6.83370 0.10000 197.38350
2455.01160 8.65600 0.04390 79.32580 139.91050 116.32900 0.22200 2.79010 6.06530 2.60420 6.60680 0.10000 197.44950
2455.16400 8.76970 0.03560 77.07870 138.62490 116.71400 0.21500 2.85390 6.24120 2.58920 6.85830 0.10000 197.39500
2455.31640 8.83250 0.02850 75.33150 136.58330 114.95460 0.20800 2.96860 6.63740 2.57650 7.32410 0.10000 197.26730
2455.46880 9.21610 0.02520 74.50430 133.62740 110.14380 0.18550 3.09840 7.06130 2.56920 7.79660 0.10000 197.24620
2455.62120 9.27210 0.02500 74.36580 130.85980 103.95320 0.17480 3.24900 7.44590 2.56500 8.17100 0.10000 197.46630
2455.77360 9.45640 0.02640 74.14880 128.50160 97.03750 0.17180 3.41930 8.01560 2.56220 8.68810 0.10000 197.79510
2455.92600 9.37010 0.02880 73.17780 126.70280 90.12270 0.17660 3.56150 8.56430 2.56230 9.18710 0.10000 197.98540
2456.07840 9.49700 0.03200 71.26730 125.43260 84.00460 0.17750 3.61960 9.54480 2.56670 10.14910 0.10000 198.00400
2456.23080 9.39300 0.03510 69.03490 125.25580 81.23720 0.18050 3.58920 13.19090 2.57500 13.83140 0.10000 197.93340
2456.38320 8.63360 0.03780 67.93780 125.01080 76.87210 0.18760 3.52810 15.52830 2.58770 16.31760 0.10000 197.86160
2456.53560 8.58470 0.03990 69.14660 125.61190 69.08820 0.19460 3.50580 13.77810 2.60280 14.71040 0.10000 197.92170
2456.68800 8.54460 0.04150 72.24280 126.31270 70.70350 0.22060 3.52430 12.43450 2.61350 13.36850 0.10000 198.19330
2456.84040 8.80710 0.04300 75.48180 126.65480 77.12210 0.21160 3.49650 11.30770 2.61390 12.18840 0.10000 198.53500
2456.99280 9.07720 0.04510 77.21300 127.66850 79.42940 0.20150 3.36620 9.91200 2.60670 10.68640 0.10000 198.75190
2457.14520 9.06780 0.04750 76.98100 128.62670 87.07260 0.19510 3.21530 8.50550 2.59990 9.16310 0.10000 198.85890
2457.29760 9.27710 0.04920 75.83020 131.52390 92.30740 0.20410 3.16280 8.54800 2.59700 9.19130 0.10000 199.03670
2457.45000 9.49400 0.04910 75.31950 133.16220 78.26500 0.22040 3.22410 10.41360 2.59580 11.09070 0.10000 199.34140
2457.60240 9.45780 0.04720 76.15870 136.79500 66.54030 0.22110 3.31850 10.56480 2.59310 11.20550 0.10000 199.64380
2457.75480 9.36460 0.04370 78.18420 140.88150 73.67380 0.22180 3.40900 9.21810 2.58720 9.80960 0.10000 199.86930
2457.90720 9.33160 0.03950 80.85630 145.31160 86.46550 0.21240 3.54280 8.00410 2.58000 8.54380 0.10000 200.06140
2458.05960 9.37420 0.03650 83.54340 148.41530 96.57610 0.21470 3.71550 6.42950 2.57560 6.91560 0.10000 200.25980
2458.21200 9.53960 0.03570 85.49590 150.78470 108.23430 0.21710 3.83540 4.93620 2.57760 5.37960 0.10000 200.39070
2458.36440 9.54440 0.03580 86.08410 151.63500 116.78130 0.21330 3.84800 4.30310 2.58470 4.72880 0.10000 200.40830
2458.51680 9.30380 0.03430 85.22930 152.34130 115.77470 0.21440 3.77160 4.08290 2.59070 4.51260 0.10000 200.40870
2458.66920 8.66280 0.03150 83.38280 151.74550 117.18570 0.22750 3.63410 4.14870 2.59270 4.58520 0.10000 200.48740
2458.82160 8.66100 0.03080 81.55270 151.67470 119.48970 0.23510 3.47850 4.26560 2.59430 4.69640 0.10000 200.61600
2458.97400 8.65490 0.03440 80.63090 150.54780 116.96630 0.24260 3.37100 4.35250 2.59980 4.75350 0.10000 200.66340
2459.12640 8.55180 0.04040 80.76510 148.91790 116.28960 0.25090 3.34690 4.52810 2.60780 4.89530 0.10000 200.57600
2459.27880 8.45730 0.04370 81.59190 148.14480 114.22510 0.24210 3.39780 5.14300 2.61280 5.41940 0.10000 200.38700
2459.43120 8.40030 0.04130 82.52500 147.45780 112.12750 0.23270 3.51560 5.79350 2.60980 5.95380 0.10000 200.14860
2459.58360 8.37400 0.03420 82.97340 146.61690 113.01140 0.23950 3.69230 5.97990 2.59870 6.06010 0.10000 199.97380
2459.73600 8.36960 0.02630 82.58620 147.04120 114.61570 0.26010 3.87210 5.81940 2.58360 5.84640 0.10000 199.94880
2459.88840 8.39720 0.02090 81.69450 146.67810 115.45810 0.27210 3.97620 5.65550 2.57120 5.65380 0.10000 199.88760
2460.04080 8.40710 0.01890 81.18670 147.75810 114.44930 0.26820 3.98340 5.64270 2.56630 5.63810 0.10000 199.60140
2460.19320 8.49250 0.01990 81.89950 149.42660 112.99910 0.26430 3.92010 5.81030 2.56850 5.81310 0.10000 199.22480
2460.34560 8.65690 0.02260 83.98780 150.55890 109.32990 0.26780 3.80840 6.07070 2.57360 6.09540 0.10000 198.96920
2460.49800 8.53990 0.02550 86.51070 152.11470 110.31220 0.29260 3.69100 5.73510 2.57760 5.81190 0.10000 198.85240
2460.65040 8.91100 0.02760 88.10020 153.90050 115.66620 0.31100 3.63520 4.78980 2.58050 4.91650 0.10000 198.98430
2460.80280 8.94100 0.02820 87.99090 154.43700 118.05810 0.31350 3.67250 4.29790 2.58400 4.43290 0.10000 199.46960
2460.95520 8.73770 0.02730 86.32560 154.34160 115.99380 0.30220 3.77000 4.29180 2.58820 4.42600 0.10000 199.98120
2461.10760 8.68550 0.02600 83.85310 154.46870 116.49810 0.27820 3.85820 4.47830 2.59290 4.61450 0.10000 200.10960
2461.26000 8.77700 0.02530 81.49980 152.11460 116.10440 0.26510 3.89510 4.72750 2.59810 4.85900 0.10000 200.00300
2461.41240 8.81950 0.02550 79.95340 150.09980 115.42480 0.25200 3.89810 5.31850 2.60100 5.42810 0.10000 199.94630
2461.56480 8.94090 0.02610 79.40380 148.55130 112.31680 0.22580 3.88030 6.34020 2.59890 6.38770 0.10000 199.83260
2461.71720 8.76310 0.02700 79.51860 147.33300 106.56370 0.21740 3.80970 7.24710 2.59380 7.23020 0.10000 199.53950
2461.86960 8.79340 0.02850 79.62630 145.98290 109.93740 0.21740 3.67560 7.41850 2.59090 7.38640 0.10000 199.15710
2462.02200 8.85910 0.03020 79.29340 145.29010 112.50080 0.22690 3.52040 7.12050 2.59270 7.10300 0.10000 198.83530
2462.17440 8.86860 0.03080 78.81030 143.97180 106.92400 0.23310 3.39210 7.18570 2.59730 7.17060 0.10000 198.63270
2462.32680 8.79260 0.02990 78.84480 143.84260 104.91440 0.22860 3.32310 7.22640 2.60150 7.22550 0.10000 198.56170
2462.47920 8.85050 0.02810 79.52640 143.14650 104.52900 0.22280 3.32600 6.90560 2.60310 6.93240 0.10000 198.54340
2462.63160 8.62920 0.02630 80.23800 142.57430 105.23200 0.21700 3.36460 6.54540 2.60070 6.61530 0.10000 198.48240
2462.78400 8.66690 0.02540 80.28540 142.25370 110.13090 0.20020 3.36990 6.22120 2.59550 6.32750 0.10000 198.39280
2462.93640 9.33700 0.02610 79.66920 141.89380 112.59070 0.20720 3.33130 6.19590 2.59130 6.33670 0.10000 198.41460
2463.08880 9.32250 0.02810 79.24920 141.49440 106.25990 0.22740 3.31560 7.12930 2.59030 7.29020 0.10000 198.52310
2463.24120 8.88950 0.03030 79.79160 141.89550 102.29150 0.25640 3.37180 8.33480 2.59000 8.52920 0.10000 198.52420
2463.39360 8.84980 0.03200 81.03100 142.69010 103.35020 0.27870 3.46590 7.92430 2.58820 8.17210 0.10000 198.34340
2463.54600 8.78410 0.03320 81.99260 143.06300 109.05890 0.28590 3.52800 6.55120 2.58660 6.85830 0.10000 198.12330
2463.69840 8.66010 0.03390 81.81670 143.31620 116.49200 0.28500 3.54390 5.76850 2.58940 6.09980 0.10000 197.93630
2463.85080 8.72660 0.03520 80.44440 143.38930 115.74710 0.28420 3.56820 5.58850 2.59990 5.96580 0.10000 197.70010
2464.00320 8.77600 0.03850 78.90510 142.89670 113.32390 0.25020 3.64620 5.65320 2.61710 6.07940 0.10000 197.42540
2464.15560 8.68280 0.04350 78.57900 141.66790 113.30070 0.23340 3.72800 5.84780 2.63330 6.30310 0.10000 197.21230
2464.30800 8.68150 0.04810 79.95250 140.73090 111.11790 0.22750 3.68170 6.27770 2.63890 6.76690 0.10000 197.14630
2464.46040 8.79410 0.04950 82.06400 139.47960 104.68180 0.22660 3.47910 7.22960 2.63120 7.75490 0.10000 197.22930
2464.61280 8.71550 0.04710 83.24170 138.39690 99.29960 0.22350 3.28870 7.90740 2.61580 8.43800 0.10000 197.34750
2464.76520 8.67200 0.04210 82.36480 137.86010 99.43970 0.22100 3.26260 8.27600 2.59970 8.80440 0.10000 197.46620
2464.91760 8.70530 0.03650 80.00130 137.75380 103.54480 0.22190 3.35700 8.35650 2.58590 8.90610 0.10000 197.71690
2465.07000 8.81920 0.03230 77.96980 137.25740 102.30370 0.22280 3.40580 8.57920 2.57390 9.15840 0.10000 198.06460
2465.22240 8.90910 0.03150 77.47410 136.55170 95.70440 0.22770 3.33230 9.07740 2.56280 9.71700 0.10000 198.36600
2465.37480 9.15330 0.03480 78.40660 135.10970 88.18790 0.22440 3.19980 9.47030 2.55480 10.15320 0.10000 198.60130
2465.52720 9.21450 0.04140 79.61910 132.45640 81.56360 0.21510 3.06710 9.69070 2.55250 10.37950 0.10000 198.79420
2465.67960 9.22000 0.04820 79.64950 129.87560 79.05550 0.18780 2.94680 9.64850 2.55490 10.29070 0.10000 198.88930
2465.83200 8.94390 0.05240 77.61410 128.39440 82.74680 0.14170 2.88070 9.57460 2.55820 10.16380 0.10000 198.89850
2465.98440 8.87750 0.05320 73.58550 125.45110 85.57330 0.10740 2.92660 10.08010 2.56090 10.60170 0.10000 198.85320
2466.13680 8.88100 0.05220 68.62940 123.46370 82.27970 0.10140 3.07990 11.50780 2.56580 11.92500 0.10000 198.83300
2466.28920 8.65660 0.05100 64.63940 121.09880 75.12160 0.09540 3.27770 14.59530 2.57460 14.87640 0.10000 198.97970
2466.44160 8.57790 0.05020 63.30980 118.05380 64.50650 0.10550 3.46840 26.79620 2.58410 26.20780 0.10000 199.24780
2466.59400 8.72950 0.05000 64.60100 116.22390 53.41330 0.11680 3.63530 42.39010 2.58710 38.23090 0.10000 199.53340
2466.74640 8.89040 0.04840 67.07890 116.50900 46.06680 0.12430 3.77770 29.88710 2.57720 25.97220 0.10000 199.95960
2466.89880 9.05450 0.04320 69.39610 115.56980 45.30800 0.12250 3.90580 18.36670 2.55470 16.09910 0.10000 200.58990
2467.05120 8.81270 0.03560 71.16430 115.95410 45.23260 0.12180 4.02010 15.46690 2.52850 13.79580 0.10000 201.22520
2467.20360 8.77750 0.02970 73.11800 118.04600 44.93030 0.13270 4.07780 14.06150 2.50950 12.89590 0.10000 201.66400
2467.35600 8.72990 0.02820 75.75290 118.64440 45.40780 0.14420 4.01800 12.48420 2.50420 11.88690 0.10000 201.92820
2467.50840 8.68970 0.03120 78.31440 119.70680 47.58610 0.15560 3.83530 12.54990 2.51260 12.35100 0.10000 202.29810
2467.66080 8.66500 0.03760 79.66070 122.29760 59.25810 0.18110 3.61240 14.21480 2.52940 14.25140 0.10000 202.98950
2467.81320 8.81670 0.04630 79.34710 124.11040 71.66180 0.17590 3.46670 15.16100 2.54590 14.99650 0.10000 203.67490
2467.96560 9.09350 0.05460 77.91590 125.97930 70.84550 0.18420 3.44890 12.76760 2.55380 12.37150 0.10000 204.01080
2468.11800 9.14130 0.05800 76.48800 127.76860 60.43710 0.21000 3.49060 10.35140 2.55000 9.95390 0.10000 204.05070
2468.27040 8.98380 0.05320 75.95350 131.14900 54.22070 0.23820 3.47880 10.11350 2.53800 9.64140 0.10000 203.95240
2468.42280 8.83660 0.04210 76.19180 132.73400 65.34530 0.24600 3.38780 10.41080 2.52560 9.84700 0.10000 203.79510
2468.57520 8.66630 0.03150 76.61330 134.25290 88.31810 0.23740 3.29170 10.64980 2.51820 10.01820 0.10000 203.57920
2468.72760 8.82530 0.02660 76.89430 135.50200 91.93210 0.22880 3.26780 10.96460 2.51420 10.36260 0.10000 203.31260
2468.88000 9.01330 0.02800 76.90600 135.26720 80.76290 0.20300 3.32200 10.20080 2.50940 9.77000 0.10000 203.10030
2469.03240 9.00070 0.03330 76.93280 137.53490 74.37050 0.20020 3.38120 9.49300 2.50490 9.19220 0.10000 202.96580
2469.18480 8.67910 0.03980 77.34220 140.98820 74.38370 0.19660 3.35210 10.16520 2.50540 9.83520 0.10000 202.81180
2469.33720 8.76040 0.04590 78.27330 142.47610 75.61880 0.20570 3.20880 10.96070 2.51260 10.64270 0.10000 202.68330
2469.48960 8.81330 0.05050 79.91250 146.65050 73.17540 0.23860 3.02440 10.42250 2.52260 10.25660 0.10000 202.59700
2469.64200 8.87790 0.05250 82.18640 148.60010 76.10160 0.28530 2.91600 9.46610 2.53210 9.49330 0.10000 202.39550
2469.79440 8.75300 0.05180 84.56610 151.83110 88.49420 0.29890 2.96360 8.75000 2.54290 8.92570 0.10000 201.95010
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2470.40400 8.91370 0.04610 87.96070 152.25330 122.34150 0.22490 3.37630 5.30530 2.59230 5.68680 0.10000 200.55130
2470.55640 9.00400 0.04290 86.50320 150.11770 114.87120 0.23190 3.32210 5.43440 2.59250 5.86020 0.10000 200.59990
2470.70880 8.83000 0.03920 84.14060 149.83400 106.54010 0.24250 3.33740 5.83740 2.58930 6.29840 0.10000 200.67520
2470.86120 8.78140 0.03730 81.97900 146.15040 100.49890 0.24460 3.37360 7.08040 2.58760 7.59530 0.10000 200.73090
2471.01360 8.72700 0.03770 81.29270 145.91190 93.42390 0.24210 3.38310 9.06150 2.59090 9.62110 0.10000 200.80930
2471.16600 8.75870 0.03960 82.16430 144.86500 93.32760 0.23950 3.37400 9.85010 2.59760 10.37110 0.10000 200.88160
2471.31840 8.78790 0.04230 83.19760 145.05550 106.73860 0.23870 3.34670 7.92770 2.60520 8.37320 0.10000 200.93070
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2505.30360 8.77560 0.07830 77.15050 143.58400 108.78350 0.21590 6.63820 5.59760 2.72680 6.12930 0.10000 208.65830
2505.45600 8.86700 0.07620 76.12000 143.01820 101.60690 0.22080 6.76950 6.05090 2.72260 6.58220 0.10000 208.87500
2505.60840 8.95190 0.07260 76.70590 142.40080 98.49410 0.22560 6.97160 6.82440 2.71610 7.36650 0.10000 209.00860
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2505.91320 8.75720 0.06340 80.64710 143.75190 98.91740 0.26820 7.23650 7.85070 2.70000 8.52360 0.10000 208.94040
2506.06560 8.80440 0.06100 82.38470 145.30710 105.37120 0.26440 7.19430 7.52140 2.69460 8.28130 0.10000 208.75690
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2506.37040 8.69410 0.05880 84.58720 146.91670 118.00030 0.24890 6.86270 6.00420 2.68580 6.72800 0.10000 208.54750
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2506.67520 8.77770 0.04900 82.25060 144.89280 119.34760 0.23010 5.42180 5.51400 2.65990 6.26810 0.10000 208.30510
2506.82760 8.71050 0.04400 78.88650 142.78560 107.81740 0.23380 4.45390 5.56270 2.64150 6.39380 0.10000 208.20170
2506.98000 8.73260 0.04140 76.14250 142.20000 95.93390 0.27610 3.76620 6.19230 2.62110 7.09980 0.10000 208.09450
2507.13240 8.76640 0.03970 75.81300 141.83340 90.89400 0.30970 3.39340 8.46060 2.59490 9.54400 0.10000 208.15030
2507.28480 8.66060 0.03690 77.89310 142.50040 91.91830 0.31230 3.20270 11.44100 2.56300 12.72080 0.10000 208.49780
2507.43720 8.65700 0.03360 80.52890 143.06230 101.42980 0.29360 3.08790 12.16270 2.53750 13.42190 0.10000 208.97900
2507.58960 8.63590 0.03180 81.69010 144.18010 113.92660 0.26400 3.01030 9.97730 2.53310 10.94600 0.10000 209.37840
2507.74200 8.61970 0.03310 80.79410 144.70100 118.68960 0.23830 2.97240 8.22010 2.55210 8.96590 0.10000 209.72300
2507.89440 8.71980 0.03680 79.07570 145.74040 116.18980 0.23410 2.99030 6.82370 2.58180 7.43380 0.10000 210.06640
2508.04680 8.83600 0.04080 78.03470 145.45700 110.27650 0.23000 3.07300 6.54730 2.60630 7.24040 0.10000 210.32640
2508.19920 8.85530 0.04250 78.35990 145.67590 106.37410 0.24660 3.22740 7.31490 2.61770 8.19190 0.10000 210.43510
2508.35160 8.68620 0.04080 79.91090 145.80930 107.08870 0.26360 3.44190 8.42260 2.61740 9.51650 0.10000 210.44550
2508.50400 8.69860 0.03690 81.78900 146.45730 109.30150 0.26740 3.64170 8.45050 2.61050 9.60560 0.10000 210.47860
2508.65640 8.79230 0.03350 83.44890 147.23850 113.59950 0.27130 3.73900 7.55780 2.59960 8.61430 0.10000 210.56260
2508.80880 8.69420 0.03280 84.92650 147.84320 118.22910 0.27480 3.72500 6.20870 2.58670 7.07880 0.10000 210.62040
2508.96120 8.68880 0.03560 86.28820 149.13500 118.31630 0.27960 3.65230 5.54510 2.57610 6.26910 0.10000 210.65870
2509.11360 8.67400 0.04010 87.42920 150.23740 118.04650 0.28120 3.57630 5.98830 2.57120 6.60820 0.10000 210.76350
2509.26600 8.64620 0.04190 87.80000 150.79640 121.00940 0.25770 3.54790 6.82830 2.57010 7.36090 0.10000 210.82740
2509.41840 8.66500 0.03720 86.72040 150.77620 122.08460 0.25230 3.59760 6.88000 2.56870 7.32140 0.10000 210.84920
2509.57080 8.75420 0.02730 84.31750 150.95360 120.52080 0.25850 3.70360 6.26290 2.56660 6.64510 0.10000 210.98380
2509.72320 8.70700 0.01790 81.84520 150.86330 111.56110 0.26770 3.80020 5.74180 2.56590 6.08490 0.10000 211.14540
2509.87560 8.75460 0.01440 80.63530 150.89650 107.48620 0.26990 3.82230 5.66680 2.56660 5.97880 0.10000 211.16250
2510.02800 8.67420 0.01770 80.99670 151.03780 116.73340 0.26390 3.75870 6.24310 2.56900 6.52050 0.10000 211.20480
2510.18040 8.65640 0.02460 82.14220 151.62360 122.26300 0.26230 3.66200 6.88940 2.57410 7.12140 0.10000 211.43970
2510.33280 8.70730 0.02980 83.22440 152.62750 117.44360 0.28190 3.58590 6.69860 2.57850 6.90930 0.10000 211.62420
2510.48520 8.90000 0.03150 84.22000 154.84270 114.26190 0.30160 3.51920 6.19120 2.57780 6.40030 0.10000 211.58820
2510.63760 8.90070 0.03330 85.48270 155.68080 118.02940 0.31090 3.40210 5.91680 2.57340 6.12300 0.10000 211.46390
2510.79000 8.87810 0.03740 86.87190 156.98770 121.72420 0.29970 3.24550 5.78440 2.57220 5.96450 0.10000 211.38620
2510.94240 8.87150 0.04110 87.63020 157.33890 123.00950 0.29210 3.18880 5.66480 2.57730 5.80790 0.10000 211.33240
2511.09480 9.04860 0.04140 87.29710 157.25260 122.78580 0.28460 3.37380 5.39160 2.58440 5.51980 0.10000 211.24250
2511.24720 8.78970 0.04010 86.42780 156.84510 121.81830 0.27490 3.76760 5.04580 2.58780 5.16800 0.10000 211.04670
2511.39960 8.83230 0.04100 85.92730 156.65450 122.08630 0.26640 4.14030 5.06170 2.58740 5.16800 0.10000 210.79680
2511.55200 8.83630 0.04540 85.92920 155.60060 124.56420 0.25960 4.30290 5.27790 2.58780 5.38340 0.10000 210.55590
2511.70440 8.94860 0.05110 85.86680 154.65180 124.44300 0.26040 4.28950 5.34770 2.59190 5.47440 0.10000 210.33280
2511.85680 8.94620 0.05450 85.32230 153.12270 122.61110 0.26990 4.23150 5.32900 2.59870 5.47730 0.10000 210.12260
2512.00920 8.75410 0.05460 84.48870 151.60950 122.15110 0.27410 4.18710 5.14750 2.60480 5.30950 0.10000 209.92580
2512.16160 8.81620 0.05250 83.83210 150.23630 119.53310 0.26050 4.10760 5.03110 2.60730 5.19700 0.10000 209.79010
2512.31400 8.99490 0.05050 83.24660 148.91960 113.70690 0.23580 3.92710 5.33880 2.60670 5.49390 0.10000 209.71740
2512.46640 8.98570 0.04970 82.07520 146.79560 114.61120 0.21720 3.68760 5.68480 2.60690 5.80410 0.10000 209.56080
2512.61880 8.87730 0.04960 79.99160 144.95540 114.26870 0.20820 3.50280 5.58900 2.61020 5.66240 0.10000 209.24740
2512.77120 8.79370 0.04950 77.51520 143.63400 112.38760 0.20600 3.39890 5.38350 2.61670 5.40580 0.10000 208.90080
2512.92360 8.74970 0.04960 75.45110 142.65730 108.39250 0.20380 3.29930 5.73550 2.62580 5.70520 0.10000 208.65150
2513.07600 8.77930 0.04920 74.24290 142.24110 96.97440 0.20870 3.16870 6.48910 2.63230 6.38300 0.10000 208.51020
2513.22840 8.83720 0.04710 74.09120 144.04560 87.14740 0.21350 3.07350 7.63340 2.62780 7.41210 0.10000 208.36190
2513.38080 8.79260 0.04400 75.22970 146.16640 93.72710 0.21610 3.07070 9.48820 2.61140 9.12810 0.10000 208.10260
2513.53320 8.82200 0.04170 77.82140 149.22980 105.23590 0.21870 3.12840 11.24780 2.59250 10.82600 0.10000 207.80180
2513.68560 8.76880 0.04080 81.37820 151.59890 114.38060 0.23490 3.18920 9.88370 2.58040 9.66820 0.10000 207.57970
2513.83800 8.84670 0.04090 84.70890 154.24440 119.79060 0.26050 3.24450 7.51750 2.57770 7.54150 0.10000 207.46810
2513.99040 8.88370 0.04090 86.51740 155.60310 120.31140 0.26830 3.33290 6.54550 2.57990 6.69720 0.10000 207.43830
2514.14280 8.79650 0.04000 86.47990 155.92120 121.56810 0.27670 3.49350 5.86300 2.58090 6.13220 0.10000 207.46400
2514.29520 8.83890 0.03830 85.58520 155.14480 119.44260 0.28980 3.72410 5.09510 2.57720 5.45820 0.10000 207.43400
2514.44760 8.88610 0.03700 84.90350 153.54860 121.67620 0.28110 3.92970 4.72000 2.57080 5.12660 0.10000 207.21440
2514.60000 8.75540 0.03750 84.65140 151.50810 122.59470 0.25310 3.96290 4.66840 2.56630 5.10510 0.10000 206.98210
2514.75240 8.83140 0.03900 84.07950 148.80840 116.76970 0.22660 3.81210 4.80890 2.56690 5.26940 0.10000 206.99300
2514.90480 8.79630 0.03960 82.50030 146.13870 109.94790 0.21280 3.62450 5.10480 2.57110 5.57380 0.10000 207.12650
2515.05720 8.71440 0.03890 80.49930 144.11230 102.57260 0.21570 3.50060 5.51820 2.57670 5.98600 0.10000 207.08140
2515.20960 8.69510 0.03810 79.42930 142.84720 98.05320 0.24100 3.42890 6.31030 2.58300 6.75820 0.10000 206.86450
2515.36200 8.76380 0.03760 79.91730 142.25430 101.16020 0.26640 3.41130 8.45820 2.58880 8.83090 0.10000 206.67780
2515.51440 8.81130 0.03630 81.02510 141.58500 103.90240 0.27510 3.49120 10.21450 2.59110 10.46730 0.10000 206.62810
2515.66680 8.76170 0.03450 81.26210 141.06790 107.83110 0.26070 3.64280 9.52040 2.58980 9.69750 0.10000 206.67810
2515.81920 8.66600 0.03350 80.09270 141.16930 106.64090 0.25520 3.76170 8.12520 2.58840 8.26690 0.10000 206.72530
2515.97160 8.78220 0.03420 78.29740 141.46180 103.98790 0.24970 3.77320 7.59760 2.58950 7.73890 0.10000 206.74580
2516.12400 8.85830 0.03660 77.18700 141.64770 103.89040 0.24700 3.69380 7.89950 2.59340 8.08120 0.10000 206.81310
2516.27640 8.77990 0.03940 77.19460 141.24540 104.97310 0.24290 3.61670 8.30520 2.59770 8.55260 0.10000 207.05010
2516.42880 8.77130 0.03950 78.00610 142.13990 106.80780 0.23630 3.63770 7.97790 2.59860 8.33530 0.10000 207.48670
2516.58120 8.82490 0.03510 79.60880 143.65230 109.43220 0.25180 3.76330 7.42340 2.59480 7.88220 0.10000 207.87900
2516.73360 8.78160 0.02840 82.31240 144.47070 112.39290 0.27690 3.90860 7.18930 2.58970 7.69780 0.10000 207.90130
2516.88600 8.77610 0.02350 86.17310 145.53130 114.78680 0.30100 3.98260 6.96780 2.58640 7.47510 0.10000 207.64190
2517.03840 8.73120 0.02310 89.90510 145.72960 116.73770 0.30260 3.94310 6.32510 2.58720 6.78270 0.10000 207.66380
2517.19080 8.74800 0.02760 91.31360 145.90550 113.08240 0.27120 3.80360 5.56920 2.59350 5.96570 0.10000 208.25180
2517.34320 8.70930 0.03470 89.47160 145.94710 106.71610 0.24530 3.62890 5.40390 2.60400 5.78470 0.10000 209.03260
2517.49560 8.85560 0.04120 85.67070 145.16790 100.59260 0.25000 3.50430 5.84620 2.61240 6.25810 0.10000 209.59220
2517.64800 8.79190 0.04490 82.47730 144.76360 100.73190 0.26390 3.46720 6.87360 2.61290 7.35660 0.10000 209.92460
2517.80040 8.88780 0.04560 81.55440 145.33880 109.65480 0.27770 3.47230 7.98500 2.60610 8.52280 0.10000 210.05200
2517.95280 8.97870 0.04470 82.31130 145.18560 115.83120 0.26720 3.45410 8.77580 2.59870 9.34390 0.10000 209.80990
2518.10520 8.91550 0.04380 82.71670 146.52330 120.01130 0.25600 3.40560 7.58780 2.59640 8.12210 0.10000 209.31250
2518.25760 8.80330 0.04340 81.42650 146.79310 118.03340 0.24930 3.37060 5.89360 2.59930 6.34760 0.10000 208.70970
2518.41000 8.93380 0.04370 78.92630 146.23350 106.00590 0.24260 3.38340 4.78580 2.60250 5.16700 0.10000 207.86660
2518.56240 9.00750 0.04420 76.70690 145.98450 96.70470 0.22790 3.43810 4.85850 2.60130 5.22430 0.10000 206.91820
2518.71480 8.89900 0.04440 76.09610 145.35330 96.97850 0.22160 3.50660 6.46220 2.59650 6.84030 0.10000 206.41060
2518.86720 8.79540 0.04390 77.15930 144.09360 99.28300 0.22310 3.56360 8.34690 2.59320 8.67530 0.10000 206.38300
2519.01960 8.66160 0.04270 79.06690 143.20900 107.69130 0.23340 3.58810 8.43180 2.59420 8.71550 0.10000 206.37340
2519.17200 8.74430 0.04130 81.40580 142.73800 113.28780 0.23790 3.57990 7.90320 2.59850 8.17300 0.10000 206.21710
2519.32440 8.79090 0.04060 83.94310 143.02180 114.33970 0.24080 3.58380 7.70750 2.60490 7.98400 0.10000 206.08470
2519.47680 8.78170 0.04200 86.27110 143.74180 113.90700 0.24620 3.64910 7.73570 2.61360 8.00020 0.10000 206.12520
2519.62920 8.67620 0.04550 87.88150 144.70540 116.39750 0.25610 3.74450 7.36360 2.62300 7.61700 0.10000 206.50290
2519.78160 8.68400 0.04940 88.34300 145.50420 121.54440 0.26650 3.75910 6.79720 2.62780 7.06590 0.10000 207.15340
2519.93400 8.67890 0.05110 88.27120 146.23480 127.39050 0.26160 3.65260 6.45350 2.62390 6.74090 0.10000 207.65610
2520.08640 8.67480 0.04990 89.19750 148.79480 127.91020 0.25750 3.53490 6.25530 2.61390 6.56250 0.10000 207.77830
2520.23880 8.67920 0.04700 91.65830 150.10320 127.43150 0.25330 3.52420 6.19090 2.60440 6.50940 0.10000 207.78630
2520.39120 8.67900 0.04350 94.33920 150.84980 128.15960 0.26750 3.62200 6.06190 2.60050 6.39800 0.10000 207.83690
2520.54360 8.68370 0.04030 95.15880 151.62430 130.78750 0.27350 3.72930 5.81430 2.60310 6.18390 0.10000 207.67740
2520.69600 8.69200 0.03890 92.96050 152.07480 132.73250 0.27190 3.74420 5.65970 2.61040 6.06480 0.10000 207.44340
2520.84840 8.86590 0.04060 88.75960 152.21680 130.67180 0.27030 3.65970 5.61500 2.61920 6.04960 0.10000 207.53490
2521.00080 8.99200 0.04430 84.89380 151.66150 127.28030 0.27100 3.54710 5.54330 2.62460 5.99290 0.10000 207.84660
2521.15320 8.85530 0.04640 82.61900 150.63000 123.81860 0.27180 3.46110 5.44870 2.62280 5.89560 0.10000 207.88760
2521.30560 8.76950 0.04470 81.46810 149.89300 110.16640 0.25450 3.40530 5.14950 2.61560 5.56770 0.10000 207.52030
2521.45800 8.71970 0.04110 80.49230 148.31800 103.81360 0.20820 3.36600 4.74880 2.60930 5.11320 0.10000 207.03940
2521.61040 8.72020 0.03830 79.07670 145.87360 106.05400 0.20650 3.33500 4.88070 2.60770 5.20190 0.10000 206.80340
2521.76280 8.74750 0.03700 77.36480 144.07650 104.55540 0.20820 3.30990 5.46820 2.60870 5.76400 0.10000 206.73860
2521.91520 8.86800 0.03650 76.07220 142.08060 102.97740 0.20560 3.29440 6.37590 2.60850 6.64870 0.10000 206.63630
2522.06760 8.88680 0.03620 75.45790 140.13370 104.91500 0.20090 3.30700 7.57670 2.60740 7.81440 0.10000 206.46330
2522.22000 8.87880 0.03620 75.41090 139.27610 107.08530 0.20120 3.36230 8.97860 2.60820 9.14950 0.10000 206.31190
2522.37240 8.88760 0.03630 76.00690 139.52390 105.06850 0.20900 3.43830 10.06630 2.61090 10.16150 0.10000 206.54380
2522.52480 8.88820 0.03610 77.24190 139.70860 109.49620 0.22800 3.50170 10.15100 2.61230 10.21690 0.10000 207.15660
2522.67720 8.88800 0.03540 78.92620 140.96460 112.41820 0.24700 3.55950 9.14370 2.60970 9.25030 0.10000 207.46890
2522.82960 8.88770 0.03480 80.75890 142.80420 109.66700 0.27230 3.62290 8.39540 2.60420 8.54340 0.10000 207.21020
2522.98200 8.88790 0.03530 82.30090 143.57010 109.49400 0.28440 3.65180 7.89990 2.60000 8.09590 0.10000 206.83060
2523.13440 8.88680 0.03710 83.10340 145.92010 115.78060 0.27990 3.61870 7.83630 2.60000 8.07370 0.10000 206.60820
2523.28680 8.75640 0.03860 82.96960 147.03600 119.24600 0.27600 3.57880 7.72440 2.60180 8.00940 0.10000 206.54360
2523.43920 8.75750 0.03740 81.88000 147.02660 120.95360 0.27210 3.60330 7.11920 2.59960 7.45870 0.10000 206.78140
2523.59160 8.75750 0.03340 80.23100 148.14390 126.36350 0.26770 3.67600 6.46640 2.59250 6.85660 0.10000 207.45790
2523.74400 8.75740 0.03030 79.21410 148.99150 120.70760 0.26530 3.70280 5.93830 2.58710 6.36880 0.10000 208.19530
2523.89640 8.75810 0.03110 79.90450 149.97050 114.60610 0.25190 3.62490 5.64630 2.58840 6.08530 0.10000 208.28340
2524.04880 8.75790 0.03470 82.38290 151.01200 115.88260 0.25070 3.48790 5.97520 2.59300 6.42960 0.10000 207.94730
2524.20120 8.75810 0.03680 85.80170 151.56010 115.87000 0.25470 3.39310 6.68100 2.59400 7.15920 0.10000 208.22510
2524.35360 8.73250 0.03570 88.79690 152.33200 113.20710 0.25530 3.41910 6.26970 2.59040 6.72580 0.10000 209.10490
2524.50600 8.71190 0.03380 90.39770 152.68460 116.32050 0.25390 3.58920 4.85470 2.58550 5.24460 0.10000 209.57840
2524.65840 8.71550 0.03310 90.57700 152.83640 113.76220 0.25960 3.84050 4.50970 2.58120 4.88190 0.10000 209.34750
2524.81080 8.72260 0.03190 89.91300 153.12800 95.15240 0.26860 4.03230 4.96800 2.57860 5.37000 0.10000 209.11920
2524.96320 8.73480 0.02740 88.99470 152.48730 81.79960 0.27760 4.08550 5.50560 2.57860 5.95560 0.10000 209.39830
2525.11560 8.74040 0.02050 88.09940 151.71510 83.11650 0.28660 4.06380 5.55860 2.57940 6.02590 0.10000 210.03430
2525.26800 8.75150 0.01510 87.07810 151.98260 83.76600 0.28090 4.03710 5.69180 2.57650 6.17000 0.10000 210.61510
2525.42040 8.78260 0.01460 85.42630 150.80520 81.04580 0.26060 3.95400 6.09840 2.56980 6.58630 0.10000 210.72870
2525.57280 8.86090 0.01920 82.83410 149.33770 77.52430 0.23490 3.75280 6.02500 2.56580 6.45330 0.10000 209.48020
2525.72520 8.87680 0.02600 79.59800 147.83030 76.84140 0.22370 3.50680 5.46570 2.56650 5.78970 0.10000 206.60990
2525.87760 8.88470 0.03030 76.60890 146.81740 80.67750 0.21240 3.34070 5.50000 2.56600 5.78030 0.10000 203.62440
2526.03000 8.88540 0.03020 74.84440 144.42340 83.04020 0.20130 3.28050 6.50980 2.56080 6.77030 0.10000 201.99380
2526.18240 8.88520 0.02800 74.70380 142.58060 86.35550 0.20190 3.26170 7.92600 2.55510 8.14910 0.10000 201.37710
2526.33480 8.94120 0.02700 75.73240 142.21580 88.75370 0.20460 3.23510 8.85760 2.55420 9.02800 0.10000 200.95050
2526.48720 8.89030 0.02790 76.96790 141.26050 93.05480 0.21380 3.21300 8.94400 2.55660 9.09170 0.10000 200.59860
2526.63960 8.85790 0.02890 77.78530 140.57790 92.52800 0.22450 3.23310 8.79570 2.55740 8.93780 0.10000 200.25630
2526.79200 8.90570 0.02830 78.26880 140.11010 88.03140 0.22080 3.30620 8.45960 2.55480 8.58400 0.10000 199.83220
2526.94440 8.90890 0.02770 78.95380 139.69310 83.98280 0.20750 3.38620 8.14790 2.55110 8.25460 0.10000 199.36840
2527.09680 9.03310 0.02920 80.28500 139.08230 79.72560 0.20360 3.39830 8.12190 2.54940 8.22880 0.10000 198.91950
2527.24920 9.12410 0.03310 82.20860 139.37880 76.35310 0.21020 3.32970 8.39990 2.55130 8.51390 0.10000 198.38940
2527.40160 9.13680 0.03700 84.28580 139.30910 72.01960 0.21640 3.25520 8.78140 2.55610 8.89130 0.10000 197.78120
2527.55400 9.14330 0.03840 86.24870 139.38900 56.09420 0.21920 3.25050 8.97460 2.56170 9.09340 0.10000 197.28710
2527.70640 9.14680 0.03740 88.02650 139.69450 64.50370 0.22630 3.32940 8.74750 2.56640 8.91200 0.10000 196.94400
2527.85880 9.14730 0.03590 89.11950 139.88240 89.84230 0.22920 3.47590 8.48370 2.57070 8.71110 0.10000 196.59650
2528.01120 9.03870 0.03540 88.62970 140.10510 91.16600 0.22270 3.67130 8.32420 2.57580 8.60780 0.10000 196.16260
2528.16360 8.83640 0.03550 86.16060 142.18590 95.52240 0.22370 3.85770 8.15820 2.58220 8.49320 0.10000 195.70990
2528.31600 8.67360 0.03480 82.51620 142.41930 186.01820 0.22470 3.95600 7.94690 2.58890 8.31820 0.10000 195.36070
2528.46840 8.65710 0.03240 79.19340 143.04340 173.87270 0.24010 3.95470 7.30810 2.59280 7.69460 0.10000 195.36670
2528.62080 8.69010 0.02860 77.23780 143.92020 73.46350 0.24010 3.89250 6.74620 2.59010 7.13590 0.10000 195.86390
2528.77320 8.99530 0.02520 76.62050 142.05590 64.75410 0.19910 3.76770 6.77680 2.58100 7.17410 0.10000 196.34610
2528.92560 9.01850 0.02420 76.73440 142.73970 67.03540 0.19520 3.57620 7.39660 2.57070 7.79160 0.10000 196.19050
2529.07800 9.01820 0.02570 77.24740 142.56220 66.88970 0.20300 3.37610 8.47360 2.56490 8.83580 0.10000 195.50530
2529.23040 8.81780 0.02770 78.14350 142.75660 68.34110 0.21150 3.22760 9.66640 2.56340 9.95350 0.10000 194.88090
2529.38280 8.83880 0.02790 79.31610 142.86220 70.67250 0.21460 3.13300 9.76130 2.55950 9.98270 0.10000 194.59130
2529.53520 8.80520 0.02580 80.41060 142.69820 69.50230 0.21550 3.04560 9.09520 2.54880 9.31200 0.10000 194.48760
2529.68760 8.86680 0.02390 81.11200 143.74520 68.72550 0.21930 2.91570 8.98690 2.53650 9.17290 0.10000 194.27190
2529.84000 8.90020 0.02420 81.35030 143.02520 68.88580 0.22500 2.75340 9.29330 2.53300 9.34740 0.10000 193.63030
2529.99240 8.98180 0.02690 81.09360 140.79980 67.01250 0.22390 2.63470 9.29250 2.54330 9.25360 0.10000 192.80300
2530.14480 8.98250 0.03050 80.42250 142.03800 64.48090 0.21520 2.64670 8.89400 2.56240 8.87270 0.10000 192.24330
2530.29720 8.98340 0.03320 79.89140 139.50020 65.21340 0.21250 2.83380 7.93180 2.57840 8.01240 0.10000 192.08510
2530.44960 8.59110 0.03410 80.27800 139.92330 68.49210 0.21360 3.14250 7.09270 2.57960 7.27920 0.10000 192.30180
2530.60200 8.58750 0.03440 81.80910 139.35470 68.60920 0.21110 3.40050 7.31750 2.56500 7.57580 0.10000 193.18340
2530.75440 8.58430 0.03530 83.66660 138.30790 66.56000 0.20860 3.45190 8.42470 2.54230 8.73820 0.10000 194.42670
2530.90680 8.58160 0.03650 84.45680 136.95810 65.04080 0.20280 3.30840 8.78660 2.52000 9.11480 0.10000 195.20620
2531.05920 8.58070 0.03690 83.46630 134.81500 66.09950 0.20380 3.09800 7.96920 2.50350 8.30250 0.10000 195.34700
2531.21160 8.58410 0.03620 81.19800 132.59070 66.24920 0.21630 2.92830 7.24280 2.49600 7.54160 0.10000 195.11080
2531.36400 8.58910 0.03490 78.52550 129.66330 63.34690 0.21320 2.84420 6.99550 2.49890 7.17140 0.10000 194.74630
2531.51640 8.59210 0.03460 75.72380 128.28480 58.63290 0.20020 2.85880 7.22180 2.51200 7.24250 0.10000 194.77160
2531.66880 8.59130 0.03620 72.65880 124.41380 54.83080 0.17170 2.97400 8.17160 2.53430 7.98840 0.10000 195.34740
2531.82120 8.59150 0.03910 69.52740 122.14760 53.39710 0.13780 3.17480 9.59470 2.56250 9.14350 0.10000 195.85580
2531.97360 8.59340 0.04140 67.19900 120.55470 55.65620 0.11980 3.41110 10.42420 2.58870 9.79710 0.10000 195.85400
2532.12600 8.59600 0.04170 66.66090 119.68470 56.41140 0.11920 3.57720 14.32540 2.60260 13.20210 0.10000 195.55400
2532.27840 8.59570 0.04020 67.94400 121.22350 53.11020 0.12800 3.57700 28.26390 2.59590 25.06350 0.10000 195.47300
2532.43080 8.59520 0.03720 70.13350 120.41510 50.07320 0.13680 3.46710 35.87220 2.57000 30.97070 0.10000 196.09480
2532.58320 8.59510 0.03400 72.05480 121.68400 46.81830 0.14290 3.40390 24.38320 2.53660 21.14640 0.10000 197.14110
2532.73560 8.59850 0.03110 73.15660 122.74410 48.07200 0.14790 3.44340 13.56250 2.50970 12.07820 0.10000 198.03370
2532.88800 8.59970 0.02810 74.14410 123.21920 49.96440 0.15610 3.51800 9.90270 2.49430 8.95570 0.10000 198.66050
2533.04040 8.60320 0.02440 75.95690 125.55370 49.52850 0.16210 3.57500 8.98050 2.48680 8.13610 0.10000 198.99340
2533.19280 8.60330 0.02050 78.65980 127.59750 52.73680 0.16820 3.65630 8.50500 2.48340 7.68340 0.10000 198.81680
2533.34520 8.58540 0.01870 81.25060 129.12830 67.42660 0.18110 3.81800 8.12310 2.48610 7.36920 0.10000 198.52550
2533.49760 8.64230 0.02050 82.21570 131.33390 85.61590 0.19000 4.03610 8.38370 2.49760 7.62750 0.10000 198.61970
2533.65000 8.64920 0.02510 80.96420 132.44420 91.64690 0.18730 4.21530 10.24990 2.51230 9.13730 0.10000 198.89820
2533.80240 8.65350 0.02940 78.43690 134.85550 90.33460 0.18400 4.27800 13.10870 2.51860 11.21540 0.10000 199.25130
2533.95480 8.65720 0.03000 76.15940 135.45960 82.31930 0.18390 4.27420 14.70660 2.50920 12.06410 0.10000 199.75800
2534.10720 8.66570 0.02660 75.01860 135.93470 74.99680 0.18220 4.34180 13.27240 2.48840 10.72370 0.10000 200.22370
2534.25960 8.65370 0.02180 75.04750 136.10520 67.90520 0.18170 4.52640 9.80180 2.46740 7.99400 0.10000 200.47930
2534.41200 8.64300 0.01840 75.72430 135.75980 65.36860 0.18570 4.72150 7.83670 2.45540 6.49500 0.10000 200.57840
2534.56440 8.65340 0.01790 76.35080 135.46090 65.93500 0.19040 4.78260 7.43360 2.45370 6.24610 0.10000 200.38670
2534.71680 8.65960 0.02090 76.51320 134.93250 63.84180 0.18910 4.65670 7.23530 2.45770 6.26520 0.10000 200.08690
2534.86920 8.70100 0.02680 75.97010 134.85600 65.03110 0.17940 4.39790 7.13390 2.46270 6.34040 0.10000 200.01560
2535.02160 8.71940 0.03360 74.75220 134.40370 64.57560 0.16530 4.09070 7.38590 2.46610 6.59500 0.10000 199.73360
2535.17400 8.67800 0.03820 73.40100 134.21890 66.06560 0.15880 3.79900 7.57730 2.46750 6.70650 0.10000 198.92860
2535.32640 8.68710 0.03880 72.43630 133.98280 67.20600 0.16440 3.56790 7.61300 2.46860 6.64490 0.10000 198.16360
2535.47880 8.70480 0.03600 71.99110 133.56370 63.80740 0.17080 3.40960 7.66310 2.47170 6.58720 0.10000 197.93040
2535.63120 8.74290 0.03170 71.99690 132.23140 64.94610 0.17720 3.28940 7.89460 2.47760 6.68860 0.10000 197.71450
2535.78360 8.73590 0.02730 72.37900 130.03400 69.10890 0.18770 3.18390 8.47330 2.48390 7.05240 0.10000 197.02970
2535.93600 8.72390 0.02400 73.13260 127.94510 76.60180 0.19020 3.13670 9.95850 2.48600 8.04730 0.10000 196.07500
2536.08840 8.72020 0.02280 74.15960 126.15200 77.92150 0.18540 3.17910 11.42910 2.48280 9.06880 0.10000 195.42530
2536.24080 8.72310 0.02500 75.13090 125.05630 71.45380 0.18640 3.23410 11.19400 2.48090 8.97000 0.10000 195.08910
2536.39320 8.72870 0.02990 75.67950 123.07060 70.02940 0.19370 3.19880 10.60590 2.48870 8.68680 0.10000 194.57870
2536.54560 8.76790 0.03590 75.76780 122.94560 80.77760 0.20220 3.08100 11.01900 2.50630 9.12820 0.10000 193.87790
2536.69800 8.74280 0.04070 75.71360 125.32180 88.82790 0.20230 2.97650 11.23940 2.52370 9.43610 0.10000 193.44650
2536.85040 8.76520 0.04250 75.81850 127.10480 88.09140 0.19450 2.95000 10.66340 2.53030 9.12510 0.10000 193.60370
2537.00280 8.74550 0.04120 76.16510 129.29530 83.71230 0.18270 2.98740 10.47550 2.52350 9.08370 0.10000 194.03880
2537.15520 8.71650 0.03780 76.58320 132.18560 76.98520 0.17190 3.04780 10.21210 2.50650 8.91110 0.10000 194.21640
2537.30760 8.77300 0.03470 76.85380 132.46540 70.60800 0.16740 3.09970 8.93050 2.48510 7.87510 0.10000 194.07350
2537.46000 8.80810 0.03410 76.97470 135.67600 67.98140 0.17010 3.10140 8.01970 2.46720 7.14060 0.10000 194.01570
2537.61240 8.76950 0.03610 77.04070 134.94620 68.78570 0.17750 3.01880 7.73130 2.45940 6.93380 0.10000 194.42870
2537.76480 8.79090 0.03900 77.12470 134.52040 69.75050 0.18320 2.88460 7.71980 2.46120 6.97500 0.10000 195.20710
2537.91720 8.78510 0.04130 77.28160 134.22560 71.68840 0.18270 2.77630 7.99230 2.46780 7.23790 0.10000 195.74300
2538.06960 8.78430 0.04300 77.50540 134.66530 72.46330 0.18210 2.72860 8.22900 2.47420 7.44540 0.10000 195.37150
2538.22200 8.73580 0.04420 77.67390 134.05520 73.25370 0.18170 2.71360 7.97510 2.47800 7.19270 0.10000 194.33260
2538.37440 8.78060 0.04460 77.67530 133.33870 75.06480 0.18640 2.70730 7.61910 2.47910 6.83360 0.10000 193.56260
2538.52680 8.79430 0.04410 77.61940 133.99010 76.26950 0.19290 2.71950 7.50900 2.48030 6.68720 0.10000 193.51730
2538.67920 8.81020 0.04300 77.81310 134.66180 77.90990 0.19320 2.76210 7.84680 2.48440 6.96070 0.10000 193.78070
2538.83160 8.79300 0.04250 78.55290 135.44530 75.70530 0.19350 2.82960 9.19250 2.49210 8.13350 0.10000 193.73980
2538.98400 8.77610 0.04300 79.68590 137.06520 74.60520 0.19140 2.90010 10.60460 2.50080 9.40210 0.10000 193.34310
2539.13640 8.81110 0.04390 80.56580 136.15780 76.29230 0.18800 2.94160 10.76510 2.50580 9.58020 0.10000 192.92490
2539.28880 8.73960 0.04470 80.61290 136.52400 74.15700 0.18300 2.94730 9.78070 2.50380 8.77000 0.10000 192.70600
2539.44120 8.76640 0.04610 79.79880 136.47220 72.29020 0.17660 2.94150 8.87530 2.49650 8.00990 0.10000 192.68860
2539.59360 8.75830 0.04860 78.66840 136.30450 69.60590 0.17110 2.93310 8.08950 2.48900 7.34470 0.10000 192.88910
2539.74600 8.75860 0.05060 77.83500 137.06990 68.46680 0.16850 2.92010 7.18070 2.48330 6.61380 0.10000 193.16370
2539.89840 8.75540 0.04970 77.52620 137.97310 69.17570 0.16840 2.91770 7.30730 2.47810 6.72480 0.10000 193.38700
2540.05080 8.76600 0.04590 77.55680 138.45860 68.41740 0.17130 2.92460 7.88840 2.47390 7.27800 0.10000 193.46950
2540.20320 8.76780 0.04220 77.69270 139.25450 70.11130 0.17680 2.90730 8.04530 2.47430 7.48430 0.10000 193.33870
2540.35560 8.77270 0.04080 77.87870 139.39940 76.15070 0.17880 2.85810 8.38450 2.48180 7.85030 0.10000 193.04530
2540.50800 8.79600 0.04160 78.12710 139.72670 79.97700 0.18080 2.82110 8.95640 2.49420 8.42440 0.10000 192.74090
2540.66040 8.84410 0.04240 78.42550 139.08790 80.49200 0.18040 2.86030 9.09030 2.50370 8.57340 0.10000 192.60870
2540.81280 8.85080 0.04050 78.63590 138.65760 77.84580 0.17820 2.99540 8.95730 2.50200 8.42900 0.10000 192.64990
2540.96520 8.82170 0.03570 78.61100 137.74230 73.17280 0.17360 3.14140 8.35700 2.49010 7.87490 0.10000 192.61770
2541.11760 8.86580 0.03140 78.36040 137.64340 72.49810 0.17290 3.18480 7.65050 2.48040 7.26210 0.10000 192.43680
2541.27000 8.85360 0.03030 78.08280 137.24510 78.70160 0.18240 3.14900 7.86640 2.48560 7.48910 0.10000 192.03510
2541.42240 8.82540 0.03230 78.23950 137.44020 90.69880 0.20390 3.17390 8.97530 2.50730 8.56510 0.10000 191.33700
2541.57480 8.71940 0.03500 79.19280 137.68670 107.20660 0.22490 3.33680 9.66690 2.53680 9.28890 0.10000 190.69060
2541.72720 8.80870 0.03710 80.76410 138.61960 121.43180 0.23070 3.55840 9.00620 2.56220 8.76170 0.10000 190.58610
2541.87960 8.77020 0.03880 82.24700 139.61330 125.12630 0.22040 3.69670 7.70700 2.57560 7.60010 0.10000 190.95280
2542.03200 8.72480 0.04050 82.78530 140.27580 115.98020 0.20270 3.68990 7.17200 2.57520 7.12970 0.10000 191.53010
2542.18440 8.80750 0.04220 82.06600 140.51690 103.89400 0.18750 3.56450 7.29900 2.56480 7.28170 0.10000 192.05020
2542.33680 8.83130 0.04380 80.62140 140.56230 96.29260 0.18450 3.40070 7.10590 2.55200 7.12140 0.10000 192.26920
2542.48920 8.82100 0.04450 79.38740 140.62590 94.70200 0.18910 3.29050 7.02450 2.54210 7.07320 0.10000 192.21050
2542.64160 8.79490 0.04310 78.94310 140.15440 91.99600 0.18740 3.26040 7.60220 2.53340 7.62910 0.10000 192.38300
2542.79400 8.75320 0.03990 79.22760 139.57480 85.42300 0.18460 3.25660 7.74900 2.52170 7.74380 0.10000 192.99480
2542.94640 8.73900 0.03650 79.78200 139.23020 83.44730 0.18190 3.22410 7.37980 2.50770 7.35500 0.10000 193.75520
2543.09880 8.81040 0.03480 80.12410 138.78470 83.48590 0.18380 3.17740 6.99030 2.49910 6.96350 0.10000 194.29150
2543.25120 8.73430 0.03520 80.10770 138.57800 90.18160 0.19550 3.17480 6.79870 2.50300 6.74860 0.10000 194.52270
2543.40360 8.72280 0.03760 79.81860 138.52220 107.28510 0.21650 3.24940 7.14320 2.51810 7.05380 0.10000 194.46880
2543.55600 8.72720 0.04080 79.39190 138.20860 116.91620 0.21470 3.35650 7.92780 2.53350 7.79420 0.10000 194.29130
2543.70840 8.71820 0.04360 78.97450 137.80630 112.55090 0.20040 3.38110 8.11040 2.53990 7.97140 0.10000 194.26350
2543.86080 8.71120 0.04500 78.65030 138.03770 97.38630 0.18200 3.26000 7.49170 2.53770 7.39670 0.10000 194.44370
2544.01320 8.67860 0.04370 78.44260 138.35220 85.05600 0.17760 3.07010 7.17430 2.53130 7.08980 0.10000 194.56580
2544.16560 8.69110 0.03940 78.31630 138.02660 81.89780 0.18490 2.94030 7.89570 2.52070 7.75810 0.10000 194.35580
2544.31800 8.73280 0.03450 78.23280 138.16280 75.26690 0.19050 2.91680 8.22020 2.50630 8.04910 0.10000 193.97360
2544.47040 8.79730 0.03260 78.20310 138.27930 74.47230 0.18910 2.93370 6.99460 2.49430 6.90370 0.10000 193.70680
2544.62280 8.76880 0.03550 78.24610 138.31190 78.84210 0.18650 2.91170 6.17770 2.49240 6.13800 0.10000 193.68650
2544.77520 8.75540 0.04220 78.37860 138.45460 78.32870 0.18670 2.84900 6.21880 2.50190 6.18920 0.10000 193.80060
2544.92760 8.70280 0.04840 78.62920 138.62710 80.43760 0.18810 2.79940 6.79640 2.51660 6.76710 0.10000 193.71610
2545.08000 8.69960 0.04980 78.97850 138.66210 83.91050 0.18800 2.81010 7.35750 2.52780 7.30950 0.10000 193.42150
2545.23240 8.69120 0.04620 79.34610 138.22630 88.91350 0.18710 2.88770 7.59000 2.53130 7.53350 0.10000 193.21980
2545.38480 8.75970 0.04170 79.61390 137.79030 90.98010 0.18610 2.97390 7.70450 2.52970 7.63180 0.10000 193.21400
2545.53720 8.80130 0.04020 79.67710 137.37930 86.19710 0.18500 2.97840 7.74110 2.52910 7.67030 0.10000 193.37330
2545.68960 8.77440 0.04090 79.56840 137.40140 82.44270 0.18610 2.89780 7.74580 2.53260 7.67470 0.10000 193.56920
2545.84200 8.70340 0.04050 79.41330 137.46240 85.15010 0.18780 2.84740 7.74800 2.53770 7.66940 0.10000 193.72230
2545.99440 8.72230 0.03690 79.24920 137.54210 91.71860 0.17930 2.92770 7.74140 2.53950 7.65880 0.10000 193.78140
2546.14680 8.73120 0.03130 78.96950 138.12130 94.10760 0.17240 3.11830 7.65290 2.53570 7.56880 0.10000 193.89490
2546.29920 8.79730 0.02700 78.49240 138.77220 93.13840 0.17030 3.33200 7.31480 2.52840 7.23730 0.10000 194.26280
2546.45160 8.86560 0.02550 77.96220 139.50520 83.83650 0.17240 3.52570 6.83070 2.51990 6.78990 0.10000 194.62820
2546.60400 8.82820 0.02640 77.70540 140.69200 76.77120 0.18150 3.66140 6.61410 2.51080 6.58760 0.10000 194.29560
2546.75640 8.75860 0.02810 77.93100 141.80010 74.97110 0.19640 3.63860 6.56050 2.50160 6.53800 0.10000 193.49560
2546.90880 8.77200 0.02920 78.45470 142.28350 72.69200 0.20620 3.42370 6.53390 2.49440 6.51310 0.10000 193.27760
2547.06120 8.82140 0.03000 78.87070 142.86430 78.63570 0.20490 3.14480 6.51910 2.49270 6.49730 0.10000 193.76790
2547.21360 8.85520 0.03160 78.94520 143.07620 84.03450 0.20020 2.95080 6.52300 2.49780 6.49800 0.10000 194.17450
2547.36600 8.76850 0.03430 78.75190 142.79990 88.56850 0.19340 2.88230 6.62920 2.50610 6.59090 0.10000 194.09070
2547.51840 8.72160 0.03700 78.48820 142.29830 89.05710 0.18550 2.89310 7.09890 2.51160 7.00690 0.10000 193.84510
2547.67080 8.72580 0.03780 78.10670 142.34780 84.09020 0.18200 2.92400 7.67020 2.51230 7.52130 0.10000 193.84590
2547.82320 8.92860 0.03630 77.43950 141.82170 81.89690 0.17850 2.94690 8.01760 2.51150 7.84140 0.10000 194.00470
2547.97560 8.87470 0.03360 76.64090 141.96810 81.06870 0.17690 2.96780 8.35810 2.51260 8.15680 0.10000 194.03120
2548.12800 8.84360 0.03150 76.16160 142.25850 77.99030 0.17860 3.00390 8.66220 2.51490 8.44410 0.10000 194.00380
2548.28040 8.84690 0.03080 76.45150 142.87930 77.87950 0.18860 3.05590 8.71690 2.51600 8.53910 0.10000 193.95340
2548.43280 8.87970 0.03160 77.67210 143.64430 79.06940 0.20390 3.11180 8.13160 2.51630 8.08150 0.10000 193.82620
2548.58520 8.84710 0.03370 79.61490 146.18460 77.87320 0.23250 3.18550 7.39490 2.52150 7.48360 0.10000 193.68830
2548.73760 8.79170 0.03730 81.87110 148.59670 82.61330 0.26750 3.33850 7.12890 2.53670 7.30340 0.10000 193.74350
2548.89000 8.94130 0.04160 84.00090 150.34550 98.77400 0.29140 3.63200 7.12600 2.55940 7.33970 0.10000 193.81640
2549.04240 9.06850 0.04490 85.44740 152.16900 121.35230 0.28900 3.99900 7.13130 2.57970 7.35200 0.10000 193.70280
2549.19480 9.37330 0.04610 85.67800 153.13660 135.33140 0.27670 4.20880 7.09710 2.58940 7.31680 0.10000 193.40440
2549.34720 8.96230 0.04570 84.72120 153.63750 134.58470 0.26440 4.13530 6.69780 2.58910 6.95010 0.10000 193.21250
2549.49960 8.90850 0.04410 83.16240 153.51430 128.34080 0.22650 3.93260 5.66310 2.58390 5.98070 0.10000 193.20780
2549.65200 8.85390 0.04090 81.65840 151.92710 121.69820 0.22460 3.78660 5.63610 2.57730 5.96810 0.10000 193.25020
2549.80440 8.87480 0.03690 80.47060 150.25680 117.47610 0.22270 3.72560 5.88710 2.57230 6.17270 0.10000 193.30330
2549.95680 8.87280 0.03490 79.38870 148.45990 116.25670 0.21800 3.69850 6.14560 2.57360 6.43850 0.10000 193.51010
2550.10920 8.95850 0.03700 78.24350 146.61460 111.88520 0.21430 3.67580 6.31480 2.58330 6.62770 0.10000 193.79550
2550.26160 8.99430 0.04130 77.36390 146.26100 110.13300 0.21560 3.63920 6.49820 2.59700 6.83750 0.10000 193.89220
2550.41400 9.00340 0.04370 77.20130 145.30770 109.54970 0.21780 3.55950 6.58040 2.60750 6.94280 0.10000 193.94780
2550.56640 8.95460 0.04230 77.69810 145.15240 109.73230 0.22010 3.44310 6.59450 2.61140 6.96860 0.10000 194.28850
2550.71880 8.85860 0.03890 78.36040 145.67230 113.17850 0.22280 3.35120 6.60200 2.60990 6.97550 0.10000 194.67400
2550.87120 8.85830 0.03620 78.76320 146.79730 115.46220 0.22410 3.32550 6.60260 2.60620 6.97870 0.10000 194.55880
2551.02360 8.80860 0.03510 79.09840 148.51570 115.25480 0.24220 3.35610 6.57100 2.60350 6.95250 0.10000 194.02790
2551.17600 8.85280 0.03510 80.01560 150.16980 116.14650 0.27440 3.43500 6.27510 2.60320 6.67540 0.10000 193.52000
2551.32840 8.87270 0.03490 81.85050 152.01870 122.41160 0.28990 3.56910 5.47530 2.60390 5.89130 0.10000 193.30720
2551.48080 9.00180 0.03440 84.11650 154.39000 123.35510 0.27980 3.72610 4.84930 2.60420 5.25850 0.10000 193.32710
2551.63320 9.20910 0.03440 85.72680 156.39600 120.00730 0.27630 3.82680 4.54410 2.60400 4.94200 0.10000 193.41240
2551.78560 9.17460 0.03520 85.96650 157.62360 120.54940 0.27280 3.81340 4.32960 2.60150 4.71550 0.10000 193.53740
2551.93800 8.95790 0.03630 85.06490 157.12660 126.31220 0.24970 3.69810 4.36970 2.59600 4.75020 0.10000 193.66490
2552.09040 8.89640 0.03760 83.99250 157.68690 129.32610 0.24260 3.54010 4.74950 2.59140 5.15510 0.10000 193.83520
2552.24280 8.87890 0.03850 83.72750 157.46380 124.04760 0.24630 3.40880 5.11450 2.58950 5.54580 0.10000 194.01320
2552.39520 8.74670 0.03700 84.35030 156.25820 124.05680 0.25130 3.34700 5.25460 2.58660 5.69420 0.10000 193.86920
2552.54760 8.66650 0.03350 85.00420 155.20570 126.20250 0.25480 3.33990 5.28940 2.58050 5.73750 0.10000 193.47760
2552.70000 8.67360 0.03050 84.81070 153.01910 126.42160 0.25190 3.34810 5.31960 2.57460 5.75590 0.10000 193.44380
2552.85240 8.68390 0.02960 83.67050 151.64220 127.63260 0.24680 3.36480 5.33280 2.57280 5.74380 0.10000 193.85960
2553.00480 8.77190 0.02980 82.15360 150.38000 124.27610 0.24170 3.40090 5.26250 2.57550 5.67570 0.10000 194.02420
2553.15720 8.88880 0.03030 80.84340 148.51120 122.16030 0.22620 3.45230 5.17650 2.58250 5.57100 0.10000 193.85370
2553.30960 8.82880 0.03150 79.86890 146.96340 116.73920 0.21850 3.50090 5.14550 2.59250 5.52180 0.10000 193.84790
2553.46200 8.92890 0.03340 79.00270 145.93830 115.17820 0.20820 3.52290 5.15930 2.60310 5.55950 0.10000 193.98980
2553.61440 8.85420 0.03520 78.42680 145.23900 113.83880 0.20040 3.51060 5.19120 2.60990 5.63290 0.10000 194.00110
2553.76680 8.87710 0.03620 78.79430 145.77580 108.98230 0.19720 3.49520 5.20290 2.61080 5.66180 0.10000 193.99330
2553.91920 8.84730 0.03700 80.29250 145.61360 107.86740 0.19990 3.50030 5.20540 2.60760 5.66840 0.10000 194.02250
2554.07160 8.95780 0.03840 82.35450 146.03920 107.62810 0.20380 3.49860 5.20840 2.60450 5.67230 0.10000 193.80250
2554.22400 8.85640 0.04020 83.88760 146.94620 111.66390 0.20770 3.46390 5.21230 2.60430 5.67540 0.10000 193.46040
2554.37640 8.71210 0.04170 83.98950 147.05170 114.97070 0.22500 3.42200 5.21640 2.60740 5.68480 0.10000 193.45370
2554.52880 8.72220 0.04230 82.76480 147.69060 115.56840 0.22540 3.42340 5.22110 2.61180 5.68930 0.10000 193.80380
2554.68120 8.75970 0.04110 81.12620 147.43100 119.39900 0.22490 3.50030 5.22720 2.61410 5.69790 0.10000 193.85930
2554.83360 8.78410 0.03810 80.07280 147.32680 117.98590 0.22720 3.66210 5.23380 2.61120 5.70580 0.10000 193.54410
2554.98600 8.90450 0.03390 80.06270 147.70820 117.78380 0.22910 3.89540 5.23910 2.60270 5.71290 0.10000 193.29690
2555.13840 8.91990 0.02960 80.88530 148.00630 122.48290 0.22820 4.12450 5.24410 2.59110 5.71980 0.10000 193.15900
2555.29080 8.76860 0.02610 81.82140 148.24560 120.61110 0.22900 4.22220 5.24860 2.58040 5.72590 0.10000 193.11080
2555.44320 8.78570 0.02440 82.19890 148.47090 116.99320 0.22980 4.14370 5.25340 2.57380 5.73180 0.10000 193.44880
2555.59560 8.86510 0.02450 82.02800 149.46410 118.98770 0.23980 3.97380 5.25780 2.57250 5.73950 0.10000 193.87410
2555.74800 8.80860 0.02530 81.82050 150.77440 115.42980 0.24010 3.79120 5.26310 2.57620 5.74510 0.10000 194.00500
2555.90040 8.82110 0.02670 82.10000 151.40660 115.77040 0.23790 3.59980 5.26730 2.58410 5.75360 0.10000 193.93960
2556.05280 8.82970 0.02910 82.88710 151.49770 118.21650 0.24130 3.40440 5.27150 2.59400 5.75620 0.10000 193.94780
2556.20520 9.13540 0.03270 83.73970 152.53390 115.73460 0.25440 3.26570 5.27890 2.60220 5.77060 0.10000 194.12470
2556.35760 8.88080 0.03540 84.26560 153.32530 117.29240 0.26590 3.24800 5.33750 2.60450 5.84000 0.10000 194.20940
2556.51000 8.87840 0.03550 84.42090 154.17640 121.66290 0.26550 3.33870 5.51980 2.59960 6.05180 0.10000 193.90560
2556.66240 8.75170 0.03410 84.50070 154.36240 125.71150 0.26520 3.44350 5.61690 2.59200 6.17260 0.10000 193.59330
2556.81480 8.95540 0.03350 84.58600 154.39320 129.77250 0.24000 3.47520 5.60670 2.58780 6.16600 0.10000 193.84310
2556.96720 9.02120 0.03430 84.43380 154.86940 129.32920 0.23550 3.45040 5.56480 2.58830 6.11670 0.10000 194.61610
2557.11960 8.69390 0.03420 83.92490 154.86960 129.33240 0.24360 3.46060 5.45030 2.58960 5.99180 0.10000 195.30570
2557.27200 8.78640 0.03200 83.23510 154.76170 128.24420 0.25510 3.55920 5.18120 2.58800 5.70710 0.10000 195.50440
2557.42440 8.74030 0.02920 82.81870 154.81620 127.16590 0.26380 3.70960 4.94910 2.58470 5.46150 0.10000 195.39190
2557.57680 8.85300 0.02820 83.11870 155.00320 129.10130 0.27380 3.83920 4.80660 2.58360 5.31010 0.10000 195.53540
2557.72920 9.00680 0.02970 84.05420 155.27940 128.03420 0.27900 3.93620 4.68480 2.58610 5.17950 0.10000 196.13670
2557.88160 9.63700 0.03190 84.89710 155.38390 125.86550 0.28430 4.05010 4.54290 2.58910 5.02450 0.10000 196.75720
2558.03400 9.74910 0.03350 84.81940 154.68840 125.47780 0.25350 4.17400 4.37180 2.59050 4.83370 0.10000 196.94190
2558.18640 9.89700 0.03430 83.41880 153.01450 128.60650 0.23480 4.21880 4.19720 2.59160 4.63030 0.10000 196.61020
2558.33880 9.32070 0.03450 81.00510 151.25160 131.22610 0.23670 4.12910 4.37870 2.59320 4.78330 0.10000 196.03090
2558.49120 9.45840 0.03440 78.53170 149.13460 131.90160 0.24120 3.90930 5.41780 2.59530 5.81250 0.10000 195.69830
2558.64360 9.13970 0.03500 76.80700 146.31620 123.43660 0.22880 3.58620 6.35030 2.59830 6.73500 0.10000 195.84780
2558.79600 8.95200 0.03610 76.06920 143.76710 115.18560 0.21370 3.26030 6.81430 2.60110 7.18250 0.10000 196.12570
2558.94840 8.95170 0.03650 76.21890 142.91140 116.04720 0.21270 3.07850 7.01040 2.60200 7.35350 0.10000 196.36020
2559.10080 8.93170 0.03590 77.02150 142.26890 109.29810 0.21170 3.10100 7.27090 2.60160 7.56990 0.10000 196.57360
2559.25320 8.88170 0.03530 78.19670 142.72040 102.71000 0.20860 3.28310 7.81830 2.60180 8.04270 0.10000 196.56200
2559.40560 8.83400 0.03530 79.31340 142.97960 106.56090 0.21100 3.54080 7.41830 2.60270 7.61980 0.10000 196.36150
2559.55800 8.80000 0.03600 79.82870 143.53910 116.65460 0.21120 3.77480 6.51580 2.60400 6.74250 0.10000 196.40680
2559.71040 8.85870 0.03760 79.49840 143.74390 120.52260 0.20520 3.90040 5.86030 2.60600 6.11990 0.10000 196.73010
2559.86280 8.84250 0.03960 78.64960 144.59140 114.58470 0.20520 3.89530 5.79810 2.60810 6.09650 0.10000 196.90410
2560.01520 9.03660 0.04130 77.88200 144.70470 109.18550 0.20880 3.77050 6.25590 2.60940 6.60920 0.10000 196.76940
2560.16760 9.06620 0.04250 77.55280 144.72360 108.21240 0.20840 3.54400 6.50370 2.61090 6.91060 0.10000 196.55020
2560.32000 9.11540 0.04260 77.57660 143.95680 105.42040 0.20800 3.28510 6.18300 2.61310 6.60590 0.10000 196.51930
2560.47240 9.11850 0.04040 77.63230 143.24210 100.36750 0.20170 3.10850 6.16130 2.61210 6.57990 0.10000 196.80860
2560.62480 9.05590 0.03710 77.52090 142.50900 103.10070 0.19920 3.08550 6.59030 2.60470 6.98700 0.10000 197.36090
2560.77720 9.17430 0.03560 77.27900 143.72070 106.71020 0.19730 3.17940 6.41350 2.59460 6.77440 0.10000 197.55200
2560.92960 8.94330 0.03760 77.06190 143.64740 107.89000 0.19700 3.29130 5.90670 2.58920 6.23770 0.10000 197.07410
2561.08200 9.36180 0.04170 77.06440 143.84320 107.38160 0.19260 3.36370 5.79470 2.59110 6.11880 0.10000 196.69100
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2561.38680 9.31500 0.04630 77.93060 143.83800 106.19870 0.19050 3.41840 6.86660 2.60070 7.21880 0.10000 198.21980
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2561.69160 9.57190 0.04120 78.47100 145.03330 115.98680 0.22740 3.25780 5.68340 2.60000 6.01780 0.10000 199.06740
2561.84400 9.31060 0.03770 78.20970 144.56300 120.58840 0.22680 3.14290 4.93160 2.59860 5.27500 0.10000 198.99780
2561.99640 9.39190 0.03540 77.85890 144.98710 117.59820 0.21500 3.08040 4.89540 2.59780 5.27200 0.10000 198.74090
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2562.30120 9.02500 0.03840 78.42150 145.91450 119.18890 0.20970 3.06750 5.35010 2.59930 5.76150 0.10000 198.28850
2562.45360 8.76650 0.04330 79.69090 146.91900 114.07480 0.22360 3.11160 6.07210 2.60110 6.50450 0.10000 198.30490
2562.60600 8.91140 0.04720 81.42690 147.17700 127.18220 0.23010 3.20780 6.22210 2.59950 6.63660 0.10000 198.53190
2562.75840 8.99300 0.04820 83.03620 149.16660 141.47510 0.23650 3.30830 5.16010 2.59380 5.51080 0.10000 198.73740
2562.91080 8.68850 0.04710 83.86910 148.36610 137.39560 0.23860 3.35270 4.43630 2.59010 4.74020 0.10000 198.75010
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2563.21560 8.66890 0.04140 82.41770 148.41060 124.27940 0.23260 3.35430 5.25550 2.60620 5.57570 0.10000 198.82190
2563.36800 8.73070 0.03440 80.76500 147.90810 121.25960 0.22050 3.43230 5.46230 2.61520 5.79020 0.10000 198.76720
2563.52040 8.88470 0.02670 79.18570 146.75060 117.24590 0.21530 3.57290 5.67850 2.61570 6.02050 0.10000 198.91770
2563.67280 9.16610 0.02340 77.98430 146.98830 115.68280 0.22360 3.69260 5.75730 2.60990 6.10680 0.10000 199.38440
2563.82520 9.34690 0.02660 77.57290 146.75330 118.85540 0.23110 3.73110 5.46410 2.60340 5.78970 0.10000 199.50820
2563.97760 8.97370 0.03340 78.56440 147.64180 117.97280 0.23850 3.70980 5.38510 2.59880 5.68130 0.10000 198.94580
2564.13000 9.02050 0.03880 81.14140 148.75370 122.66100 0.23850 3.67540 5.82900 2.59410 6.12190 0.10000 198.26630
2564.28240 9.02350 0.04030 84.62120 150.03460 126.90010 0.23510 3.66400 5.86920 2.58830 6.17730 0.10000 198.02580
2564.43480 8.79120 0.03970 87.59950 150.38020 126.72350 0.23650 3.69210 5.21570 2.58430 5.53840 0.10000 198.03820
2564.58720 8.81920 0.03950 88.76570 150.89310 127.62960 0.23740 3.73140 4.78540 2.58470 5.12760 0.10000 198.13520
2564.73960 8.89330 0.03960 87.85930 151.36210 128.48240 0.23490 3.72290 4.84320 2.58790 5.21050 0.10000 198.29100
2564.89200 8.88000 0.03880 85.74260 150.22630 125.83410 0.22760 3.64250 5.10200 2.59030 5.47990 0.10000 198.47640
2565.04440 8.77720 0.03720 83.46860 149.72200 118.53940 0.22320 3.54010 5.61120 2.58980 5.98600 0.10000 198.45890
2565.19680 8.64540 0.03610 81.47690 149.02490 114.41070 0.21880 3.48290 5.96220 2.58740 6.32770 0.10000 198.38190
2565.34920 8.64210 0.03620 79.74640 147.38760 120.82840 0.21810 3.46580 5.87370 2.58610 6.22480 0.10000 198.53940
2565.50160 8.63620 0.03690 78.24120 146.26170 123.08730 0.23330 3.42930 5.75500 2.58690 6.09430 0.10000 198.69720
2565.65400 8.63690 0.03630 77.11870 145.44430 113.16950 0.25410 3.36370 5.97920 2.58600 6.32140 0.10000 198.50910
2565.80640 8.86420 0.03300 76.65380 145.25570 102.90450 0.26110 3.32420 6.53330 2.57990 6.88540 0.10000 198.19390
2565.95880 8.72550 0.02850 76.88450 145.89750 102.62250 0.25320 3.34480 6.81230 2.57180 7.17650 0.10000 198.34660
2566.11120 8.70080 0.02590 77.57760 145.88380 107.12740 0.24990 3.41150 6.27850 2.56820 6.65380 0.10000 198.77340
2566.26360 8.70580 0.02660 78.58740 146.35790 107.07680 0.25380 3.49350 5.91200 2.57070 6.28910 0.10000 198.99380
2566.41600 8.71510 0.02990 79.97400 146.35050 110.14930 0.25770 3.55030 5.71350 2.57640 6.08200 0.10000 198.87110
2566.56840 8.71520 0.03480 81.86250 146.50570 116.44690 0.25400 3.54680 5.68680 2.58370 6.03550 0.10000 198.64330
2566.72080 8.71510 0.04040 84.15180 146.31110 114.82140 0.24380 3.48580 5.83010 2.59280 6.15560 0.10000 198.63870
2566.87320 8.70400 0.04510 86.38840 146.36960 110.90100 0.23320 3.39650 6.00740 2.60230 6.31950 0.10000 198.87360
2567.02560 8.69300 0.04750 88.13160 144.21080 111.97040 0.22230 3.29870 6.16410 2.60840 6.46140 0.10000 199.09890
2567.17800 8.68600 0.04750 89.24860 143.69920 111.63370 0.21610 3.19300 6.34850 2.60810 6.62050 0.10000 199.39870
2567.33040 8.70080 0.04630 89.80780 142.14880 104.50790 0.21440 3.07730 6.64960 2.60150 6.89330 0.10000 200.01150
2567.48280 8.72280 0.04560 89.78850 141.62080 100.78020 0.21310 2.97730 6.91480 2.59150 7.12420 0.10000 200.69370
2567.63520 8.73220 0.04580 88.97100 141.78280 99.04300 0.21170 2.95300 7.03660 2.57940 7.20610 0.10000 201.19840
2567.78760 8.76930 0.04590 87.18490 142.19370 96.36040 0.20560 3.04460 7.03420 2.56410 7.18190 0.10000 201.74220
2567.94000 8.92350 0.04500 84.86110 142.76950 94.38620 0.20400 3.20700 6.83090 2.54530 6.96870 0.10000 202.36130
2568.09240 8.96780 0.04270 82.96220 143.97460 91.25430 0.20030 3.33360 6.41240 2.52670 6.54940 0.10000 202.92320
2568.24480 8.96740 0.03900 82.17520 145.01600 89.17670 0.19580 3.36300 6.16280 2.51300 6.32200 0.10000 203.26450
2568.39720 8.92470 0.03520 82.52250 144.28750 88.85450 0.19600 3.33190 6.25620 2.50620 6.46750 0.10000 203.44640
2568.54960 8.73820 0.03250 83.53090 144.22950 95.79700 0.20120 3.31560 6.32970 2.50350 6.61410 0.10000 203.92490
2568.70200 8.73350 0.03140 84.63250 142.68530 98.41280 0.20300 3.34140 6.13200 2.49970 6.43180 0.10000 204.75580
2568.85440 8.72670 0.03160 85.27580 140.39390 99.46370 0.20470 3.36730 6.11150 2.49160 6.34500 0.10000 205.48680
2569.00680 8.72520 0.03280 84.73550 137.10480 99.95590 0.18260 3.34880 6.20080 2.48190 6.28800 0.10000 205.83730
2569.15920 8.68320 0.03540 82.13360 133.48860 92.66810 0.15810 3.31180 5.98970 2.47840 5.96580 0.10000 205.82970
2569.31160 8.66430 0.03950 77.33860 131.38900 87.45900 0.13880 3.32120 6.29830 2.48920 6.18300 0.10000 205.67430
2569.46400 8.64620 0.04410 71.99230 129.24690 87.27380 0.12870 3.39190 9.75950 2.51700 9.33500 0.10000 205.72590
2569.61640 8.56570 0.04720 68.74970 128.50250 83.09470 0.12720 3.46760 19.64680 2.55280 18.24550 0.10000 206.10600
2569.76880 8.49530 0.04670 69.46490 129.22770 78.11040 0.13770 3.49270 29.17950 2.57630 26.36470 0.10000 206.72020
2569.92120 8.51050 0.04130 73.89320 130.43200 80.30600 0.14870 3.47230 29.28950 2.57010 26.08220 0.10000 207.42930
2570.07360 8.55940 0.03460 79.63950 130.84510 88.83870 0.15970 3.42970 15.29090 2.53770 13.70160 0.10000 208.09460
2570.22600 8.67080 0.03130 83.82760 133.42750 97.06590 0.18250 3.36960 7.82810 2.50010 7.14100 0.10000 208.54110
2570.37840 8.82020 0.03280 85.10930 134.99860 95.33150 0.18650 3.28810 6.09820 2.47480 5.62480 0.10000 208.73140
2570.53080 8.68150 0.03660 84.14520 136.50380 92.14670 0.18990 3.17420 5.57180 2.46620 5.19900 0.10000 208.75030
2570.68320 8.65230 0.04010 82.69270 137.80090 95.71720 0.18870 3.04020 5.61120 2.47020 5.29480 0.10000 208.68820
2570.83560 8.70060 0.04250 82.22180 138.77130 91.95630 0.18780 2.93970 5.95420 2.48010 5.64820 0.10000 208.39220
2570.98800 8.71970 0.04320 82.88260 139.71790 90.07540 0.19040 2.91490 6.47170 2.48880 6.14900 0.10000 208.14510
2571.14040 8.73050 0.04150 83.66330 140.13800 95.84590 0.19080 2.95650 6.62820 2.49070 6.27730 0.10000 208.57040
2571.29280 8.72400 0.03810 83.47710 140.64620 96.79760 0.19120 3.03650 6.60400 2.48440 6.17800 0.10000 209.58980
2571.44520 8.71790 0.03530 82.09530 140.16590 94.36200 0.19050 3.13130 6.33120 2.47470 5.76850 0.10000 210.39200
2571.59760 8.73140 0.03460 80.23580 139.42190 93.47530 0.19580 3.22610 6.02450 2.46670 5.39130 0.10000 210.46630
2571.75000 8.71520 0.03530 79.01950 139.21980 92.95430 0.19510 3.33330 5.95210 2.46150 5.29300 0.10000 210.18780
2571.90240 8.65530 0.03580 79.26390 139.32640 94.51740 0.18900 3.46690 5.79880 2.45620 5.12630 0.10000 210.31410
2572.05480 8.64720 0.03580 80.90730 138.86180 87.93040 0.18280 3.59040 5.39080 2.45000 4.73690 0.10000 211.05470
2572.20720 8.65710 0.03610 83.18860 138.98110 82.42890 0.18140 3.64320 5.03010 2.44470 4.40010 0.10000 211.85700
2572.35960 8.66090 0.03690 85.14300 139.12120 84.61380 0.18280 3.61350 4.89710 2.44320 4.27160 0.10000 212.35630
2572.51200 8.69210 0.03780 86.01530 139.45870 87.82580 0.18420 3.55100 4.92760 2.44720 4.28060 0.10000 212.54510
2572.66440 8.69680 0.03830 85.65170 140.48730 89.83880 0.18410 3.51580 5.18520 2.45620 4.47460 0.10000 212.65730
2572.81680 8.66180 0.03860 84.52950 141.20250 84.84650 0.18340 3.52340 5.77450 2.46620 4.94690 0.10000 212.81760
2572.96920 8.65980 0.03870 83.47670 141.88330 83.08130 0.18710 3.54820 6.16390 2.47050 5.27620 0.10000 213.05980
2573.12160 8.70430 0.03790 83.18600 142.69780 79.14550 0.18900 3.59940 5.49340 2.46460 4.76560 0.10000 213.27300
2573.27400 8.68160 0.03560 83.98270 142.90660 72.83450 0.18620 3.74820 4.87630 2.45140 4.27980 0.10000 213.66060
2573.42640 8.55980 0.03210 85.43830 143.37580 70.76040 0.18220 4.05050 4.67710 2.43870 4.11320 0.10000 214.33730
2573.57880 8.60190 0.02790 86.58330 143.03260 69.74040 0.17990 4.48950 4.43030 2.43160 3.91480 0.10000 214.86520
2573.73120 8.53440 0.02360 86.80740 142.30600 70.02280 0.17760 4.98020 4.11480 2.42970 3.70390 0.10000 214.94040
2573.88360 8.51940 0.02000 85.95180 141.83790 68.43910 0.17530 5.39210 4.15150 2.43210 3.71050 0.10000 214.78220
2574.03600 8.68100 0.01850 84.40310 141.40550 67.01600 0.18150 5.57080 4.60990 2.44010 3.96070 0.10000 214.61150
2574.18840 8.69650 0.02000 82.84300 140.25690 73.22640 0.18670 5.36890 5.20860 2.45460 4.34710 0.10000 214.27470
2574.34080 8.69970 0.02410 81.56890 139.78430 87.04760 0.18930 4.77540 6.14550 2.47290 5.01210 0.10000 214.09130
2574.49320 8.67530 0.02860 80.51050 138.78900 91.72440 0.18730 4.05920 7.46530 2.48820 5.93840 0.10000 214.44350
2574.64560 8.56710 0.03180 79.60240 139.14840 92.60370 0.18160 3.58310 7.68940 2.49380 6.06230 0.10000 215.22870
2574.79800 8.53360 0.03190 78.93830 139.82050 83.59220 0.18070 3.51080 7.17490 2.48650 5.66330 0.10000 216.18970
2574.95040 8.54160 0.02690 78.72910 140.99390 68.24660 0.17980 3.81060 6.05410 2.46560 4.83520 0.10000 217.34520
2575.10280 8.55460 0.01690 79.14810 142.79900 57.84110 0.18390 4.35800 4.58640 2.43360 3.79000 0.10000 218.59130
2575.25520 8.55560 0.00610 80.14560 144.33060 54.13400 0.18680 4.96830 3.93300 2.39990 3.34790 0.10000 219.40210
2575.40760 8.55600 -0.00050 81.67120 144.60150 58.66250 0.19390 5.45470 3.61090 2.37530 3.11630 0.10000 219.68330
2575.56000 8.57360 -0.00160 83.73550 145.52370 66.98160 0.20070 5.71760 3.31860 2.36540 2.90630 0.10000 219.81050
2575.71240 8.63460 0.00130 86.07640 145.96950 77.61830 0.20470 5.75090 3.58330 2.36970 3.13510 0.10000 219.99110
2575.86480 8.62350 0.00660 87.87480 146.18760 85.16280 0.20560 5.61970 4.11170 2.38250 3.55080 0.10000 220.20560
2576.01720 8.54000 0.01050 88.01560 144.41400 85.73030 0.20180 5.46940 4.19560 2.39300 3.59640 0.10000 220.59320
2576.16960 8.61210 0.01040 86.12040 143.18710 81.28020 0.19810 5.43870 3.92580 2.39330 3.36480 0.10000 221.10540
2576.32200 8.54500 0.00700 83.03560 141.00620 68.47250 0.17390 5.53630 3.51870 2.38480 3.04170 0.10000 221.25240
2576.47440 8.54660 0.00240 80.20690 139.30850 57.00790 0.16320 5.69100 3.17730 2.37460 2.79690 0.10000 220.83650
2576.62680 8.52640 -0.00160 78.71120 137.75470 54.57630 0.15360 5.84050 3.16220 2.36850 2.80230 0.10000 220.22550
2576.77920 8.50730 -0.00450 78.53730 136.63860 53.27020 0.14730 5.91370 3.47920 2.36890 3.07760 0.10000 219.52170
2576.93160 8.50440 -0.00620 78.71150 135.87970 49.65150 0.14620 5.86360 4.26410 2.37450 3.70820 0.10000 218.58540
2577.08400 8.51030 -0.00640 78.43430 135.93130 45.71640 0.15020 5.73340 4.74610 2.38200 4.06190 0.10000 217.55280
2577.23640 8.53690 -0.00550 77.58820 136.44080 46.49160 0.15490 5.56060 4.32920 2.38760 3.73970 0.10000 216.49440
2577.38880 8.63030 -0.00370 76.41880 137.15780 47.88710 0.15960 5.30220 4.44370 2.39250 3.77610 0.10000 214.98050
2577.54120 8.67650 -0.00090 75.61430 138.27700 52.25230 0.18600 4.96870 5.75000 2.40420 4.71260 0.10000 212.70540
2577.69360 8.68020 0.00350 75.85730 138.74220 71.03510 0.19490 4.67480 6.63670 2.43070 5.38970 0.10000 210.10940
2577.84600 8.68360 0.01070 77.15000 141.46480 98.62820 0.19710 4.48130 7.12250 2.47250 5.82390 0.10000 207.93770
2577.99840 8.68700 0.02070 78.99090 143.51030 108.35170 0.19820 4.29790 7.60720 2.51850 6.36860 0.10000 206.50640
2578.15080 8.72160 0.03040 80.75330 145.01700 97.66530 0.19810 4.01690 7.11790 2.54860 6.12470 0.10000 205.63440
2578.30320 8.75000 0.03540 82.04480 147.01280 92.69840 0.19470 3.70390 6.10990 2.54940 5.34780 0.10000 205.08710
2578.45560 8.70000 0.03590 82.97290 147.97180 91.65870 0.19420 3.48820 5.44500 2.52810 4.79970 0.10000 204.85140
2578.60800 8.74770 0.03600 83.68320 149.54830 89.16790 0.19360 3.38460 5.11860 2.50410 4.53620 0.10000 205.00980
2578.76040 8.74530 0.03710 83.98880 149.97970 91.34590 0.21170 3.36370 4.85040 2.48810 4.35420 0.10000 205.53120
2578.91280 8.66030 0.03680 83.76760 148.69510 85.18310 0.21640 3.46110 4.34280 2.47600 3.99870 0.10000 206.18850
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2579.21760 8.63140 0.02500 82.41630 143.83420 79.40820 0.20810 4.20450 3.51820 2.44060 3.39290 0.10000 207.63260
2579.37000 8.67950 0.01900 81.64400 140.58460 88.00580 0.19840 4.74390 3.89580 2.42810 3.76500 0.10000 208.08100
2579.52240 8.55560 0.01540 80.88070 138.94350 90.07090 0.18290 5.22910 4.31530 2.42430 4.11980 0.10000 208.55560
2579.67480 8.59400 0.01230 79.90660 137.02190 76.50920 0.17380 5.56270 4.22130 2.42110 3.98340 0.10000 209.35970
2579.82720 8.56250 0.00800 78.28100 134.92410 63.35820 0.16480 5.73610 3.91990 2.41160 3.65790 0.10000 210.18840
2579.97960 8.58200 0.00340 75.78050 134.68680 59.28850 0.13130 5.79530 3.85660 2.40020 3.59490 0.10000 210.83660
2580.13200 8.56040 0.00100 72.93350 134.68270 58.84950 0.12060 5.73820 4.14480 2.39790 3.77700 0.10000 211.59050
2580.28440 8.53950 0.00270 71.09130 134.81120 61.43300 0.12170 5.51790 6.20640 2.41420 5.31160 0.10000 212.52290
2580.43680 8.53850 0.00920 71.50250 135.65810 65.83140 0.13900 5.13430 12.62330 2.45120 10.20780 0.10000 213.41710
2580.58920 8.56660 0.01860 74.19500 136.30140 68.85370 0.16450 4.69030 19.03410 2.49550 14.88170 0.10000 214.14880
2580.74160 8.51570 0.02420 77.72410 137.12560 71.77410 0.17750 4.39630 13.33800 2.51720 10.45260 0.10000 214.88730
2580.89400 8.55680 0.02080 80.24030 138.57220 68.25010 0.17640 4.44880 5.79370 2.49620 4.82800 0.10000 215.69780
2581.04640 8.55960 0.01230 80.91850 140.00530 62.08160 0.17530 4.83230 3.76660 2.44770 3.35030 0.10000 216.48160
2581.19880 8.55730 0.00530 80.29350 141.41990 58.40840 0.17440 5.32760 3.45390 2.40300 3.15050 0.10000 216.99880
2581.35120 8.55060 0.00150 79.49000 142.17110 58.49100 0.17870 5.69870 3.42000 2.37770 3.17390 0.10000 217.27730
2581.50360 8.54620 -0.00050 79.21430 142.91650 58.49880 0.18190 5.85610 3.46340 2.36830 3.25130 0.10000 217.52210
2581.65600 8.51460 -0.00200 79.40010 142.78910 58.12010 0.18310 5.88570 3.42190 2.36450 3.20650 0.10000 218.00570
2581.80840 8.53280 -0.00370 79.57110 142.06800 60.33710 0.18210 5.92270 3.34920 2.36050 3.07140 0.10000 218.38200
2581.96080 8.53340 -0.00500 79.44510 140.95610 64.23250 0.18050 6.02930 3.27760 2.35790 2.88730 0.10000 218.22190
2582.11320 8.60500 -0.00510 79.13150 140.26860 64.57740 0.17950 6.18530 3.43300 2.35990 2.91040 0.10000 217.99330
2582.26560 8.53770 -0.00340 78.90590 139.42940 65.60220 0.17850 6.30550 4.25760 2.36900 3.46430 0.10000 218.27760
2582.41800 8.53600 0.00040 78.94820 139.31160 62.54750 0.17860 6.27800 5.50820 2.38350 4.35430 0.10000 218.87800
2582.57040 8.48190 0.00490 79.24290 140.12520 58.38240 0.18220 6.06780 5.64250 2.39670 4.45950 0.10000 219.25500
2582.72280 8.50680 0.00670 79.76910 140.97190 54.62230 0.18350 5.78110 4.64170 2.39860 3.74830 0.10000 219.30810
2582.87520 8.52190 0.00480 80.63930 143.64730 56.33000 0.18550 5.56710 3.79170 2.38730 3.13790 0.10000 219.08310
2583.02760 8.52710 0.00190 81.99240 145.52110 60.99630 0.19490 5.46280 3.40270 2.37180 2.87460 0.10000 218.73140
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2583.33240 8.57160 0.00030 85.30380 149.12360 64.17180 0.20630 5.20590 2.77070 2.35590 2.41590 0.10000 217.91870
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2586.38040 8.60580 0.01300 80.37780 148.38980 72.59110 0.18480 5.53880 4.06070 2.38230 3.40740 0.10000 205.24660
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2586.68520 8.59940 0.02700 79.78140 148.36730 70.19060 0.20440 5.40020 4.17120 2.42830 3.59370 0.10000 207.07530
2586.83760 8.61000 0.02640 80.77250 149.81520 64.05170 0.21090 5.17010 3.60000 2.43000 3.16440 0.10000 208.27060
2586.99000 8.62000 0.01770 82.45000 150.18330 60.04890 0.21150 5.05810 3.26430 2.41290 2.88950 0.10000 209.08330
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2588.66640 8.54270 0.01650 84.73060 144.78280 67.65460 0.17250 5.51510 3.15120 2.38530 2.89720 0.10000 201.25470
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2588.97120 8.50480 0.01450 83.56350 143.34610 72.36920 0.17820 4.88670 4.41910 2.38530 3.88900 0.10000 199.39920
2589.12360 8.63010 0.01620 84.36510 142.65100 79.24760 0.18150 4.60270 5.81910 2.39900 4.94310 0.10000 198.10330
2589.27600 8.65760 0.02050 85.31140 142.80670 81.64720 0.18200 4.25810 6.24680 2.42210 5.26530 0.10000 196.73750
2589.42840 8.67530 0.02640 85.44280 143.17720 86.39100 0.18220 3.84130 6.35650 2.45030 5.35700 0.10000 195.60260
2589.58080 8.68520 0.03240 84.38190 143.80890 91.52160 0.18250 3.43720 6.54390 2.47720 5.51160 0.10000 194.69400
2589.73320 8.67620 0.03680 82.77250 144.21130 92.17360 0.19030 3.15760 6.67480 2.49590 5.62340 0.10000 194.25100
2589.88560 8.62060 0.03830 81.43190 145.95410 89.18380 0.19220 3.05390 6.27940 2.50170 5.32750 0.10000 194.39900
2590.03800 8.59240 0.03720 80.64590 147.83910 82.25430 0.19610 3.09920 5.07810 2.49500 4.42620 0.10000 194.87100
2590.19040 8.60150 0.03550 80.64220 149.30980 78.83850 0.20620 3.21010 4.13720 2.48020 3.77170 0.10000 195.41230
2590.34280 8.58060 0.03530 81.52830 150.71440 79.87050 0.21240 3.27430 3.81970 2.46390 3.57650 0.10000 195.90630
2590.49520 8.77310 0.03730 83.25800 151.86370 81.73760 0.20710 3.21780 3.68230 2.45130 3.50070 0.10000 196.25360
2590.64760 8.78930 0.04030 85.67040 152.51060 81.48220 0.20230 3.08110 3.87860 2.44280 3.64450 0.10000 196.49440
2590.80000 8.80750 0.04260 87.81810 150.10300 79.89150 0.19760 2.96570 4.27220 2.43590 3.84770 0.10000 196.67010
2590.95240 8.84070 0.04460 88.21460 148.96290 76.91920 0.18680 2.89900 4.33420 2.42980 3.81260 0.10000 196.86160
2591.10480 8.82530 0.04770 86.15760 147.42420 76.46060 0.17410 2.82800 4.14680 2.42680 3.67290 0.10000 197.41000
2591.25720 8.79080 0.05140 82.37860 145.50340 77.69320 0.16650 2.73990 4.08760 2.42800 3.63290 0.10000 198.43730
2591.40960 8.77690 0.05280 78.79520 145.44760 81.48300 0.17160 2.70210 4.11620 2.43220 3.61430 0.10000 199.53720
2591.56200 8.74200 0.04930 77.65030 146.01840 81.80020 0.18580 2.78460 4.02680 2.43920 3.40520 0.10000 200.50730
2591.71440 8.71950 0.04120 79.77860 146.58660 78.36700 0.19930 3.00070 3.52110 2.44850 2.90510 0.10000 201.54880
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2592.01920 8.73940 0.02400 88.38710 147.70310 80.18630 0.20350 3.56750 3.26510 2.44680 2.68630 0.10000 204.77230
2592.17160 8.60350 0.01920 90.96910 149.67480 82.02360 0.20410 3.78370 3.28500 2.42530 2.70620 0.10000 206.37170
2592.32400 8.59690 0.01670 91.20200 150.05070 80.05530 0.20630 4.00680 3.35840 2.40070 2.77300 0.10000 207.68140
2592.47640 8.61090 0.01430 89.70930 150.05030 79.05850 0.20490 4.31280 3.38410 2.38290 2.80110 0.10000 209.13830
2592.62880 8.61490 0.01030 87.65220 150.14340 75.19280 0.20300 4.72950 3.27740 2.37340 2.72900 0.10000 210.48970
2592.78120 8.62090 0.00490 86.12180 150.94950 73.52030 0.20330 5.22530 3.04970 2.36840 2.55880 0.10000 211.22970
2592.93360 8.61660 0.00000 85.80940 150.66540 74.25650 0.20040 5.71800 2.94160 2.36400 2.46550 0.10000 211.61220
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2593.23840 8.61680 -0.00590 87.81720 150.48650 71.74020 0.19530 6.47030 2.91660 2.35340 2.42920 0.10000 211.85460
2593.39080 8.63700 -0.00770 88.93790 150.38740 72.26680 0.20010 6.70840 2.92480 2.34880 2.43350 0.10000 211.73840
2593.54320 8.63420 -0.00910 89.67020 150.35290 70.12130 0.19550 6.84620 2.93530 2.34490 2.45200 0.10000 211.67710
2593.69560 8.63790 -0.01010 89.79390 149.74340 72.05990 0.18220 6.92510 2.94770 2.34130 2.48760 0.10000 211.49050
2593.84800 8.64080 -0.01050 89.20130 148.49510 74.57360 0.17530 6.98840 2.96700 2.33920 2.53440 0.10000 210.83360
2594.00040 8.61770 -0.01020 88.23220 147.07390 71.76950 0.18120 7.01560 2.99070 2.33940 2.57910 0.10000 209.73750
2594.15280 8.64030 -0.00930 87.66940 144.86250 70.89750 0.19420 6.97390 3.01920 2.34180 2.61430 0.10000 208.29320
2594.30520 8.62200 -0.00800 88.10050 142.98920 71.06250 0.19850 6.88920 3.06120 2.34640 2.64450 0.10000 206.54520
2594.45760 8.62950 -0.00690 89.00950 141.76540 71.10390 0.20290 6.80660 3.14180 2.35290 2.69600 0.10000 204.68280
2594.61000 8.54280 -0.00630 88.98110 139.53120 71.76370 0.19670 6.73140 3.29550 2.36120 2.80370 0.10000 202.91650
2594.76240 8.47880 -0.00610 87.28730 138.75030 67.46050 0.19050 6.67010 3.70380 2.37140 3.10680 0.10000 200.74310
2594.91480 8.59040 -0.00490 84.78810 138.90360 66.97700 0.18820 6.65680 4.80770 2.38540 3.92030 0.10000 197.80200
2595.06720 8.66290 -0.00100 83.20290 140.68320 79.14620 0.19800 6.65180 6.22000 2.40710 5.00800 0.10000 194.69700
2595.21960 8.76910 0.00730 83.48750 143.69050 106.71360 0.22260 6.49310 6.85420 2.44220 5.67460 0.10000 192.08590
2595.37200 8.93130 0.01880 85.18360 147.35110 126.98550 0.24050 6.05410 6.42610 2.48930 5.62600 0.10000 190.05460
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2595.67680 9.09220 0.03350 87.76500 155.09030 126.62030 0.24290 4.72650 5.23760 2.57010 5.05650 0.10000 188.07740
2595.82920 9.35200 0.03360 87.76940 155.75620 131.03900 0.24180 4.22670 4.79700 2.58260 4.74120 0.10000 187.39960
2595.98160 9.59140 0.03200 87.61960 157.24960 130.02550 0.22790 3.94410 4.22570 2.58050 4.26580 0.10000 186.84400
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2597.35320 8.74350 0.03400 84.03590 156.21770 133.30460 0.23540 3.54000 5.08180 2.57680 5.31550 0.10000 187.47960
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2599.79160 8.89690 0.04040 84.09040 151.82210 128.02550 0.23910 3.18280 4.73920 2.59360 5.10410 0.10000 192.69110
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2622.19440 8.67230 0.03560 84.18050 137.34310 100.64170 0.09090 3.17230 6.46120 2.54820 5.95940 0.10000 199.47200
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2624.63280 8.56250 0.00200 85.41420 151.29870 54.11280 0.18820 5.55750 2.77790 2.31750 2.34540 0.10000 225.59820
2624.78520 8.57600 0.00050 84.69720 151.19500 52.76400 0.18510 5.64610 2.97180 2.31810 2.41700 0.10000 224.31310
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2625.09000 8.53520 0.00090 81.61880 149.51720 57.65190 0.18120 5.97240 3.20940 2.32860 2.43330 0.10000 220.77090
2625.24240 8.47780 0.00330 79.89270 148.36120 69.86960 0.18010 6.05590 3.53390 2.34600 2.61480 0.10000 218.21560
2625.39480 8.48810 0.00550 78.30720 147.22890 111.18620 0.18040 5.92820 4.21760 2.36930 3.08780 0.10000 215.32010
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2626.00440 8.51190 0.01240 78.34940 139.32860 68.31330 0.18190 5.42820 4.39330 2.41340 3.39660 0.10000 205.56060
2626.15680 8.49850 0.01660 78.87920 136.55570 65.52070 0.17820 5.34810 4.29520 2.41720 3.38040 0.10000 203.93910
2626.30920 8.51120 0.02150 78.71820 135.15450 66.57970 0.16960 5.17070 4.35740 2.42490 3.46780 0.10000 202.64080
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2626.76640 8.47840 0.02910 77.65530 132.14180 63.21780 0.14810 4.69900 5.31460 2.44950 4.07190 0.10000 199.71710
2626.91880 8.53090 0.02870 77.81410 131.08310 67.45990 0.14540 4.67350 5.49710 2.45590 4.16640 0.10000 198.47180
2627.07120 8.65200 0.03170 77.96390 129.91040 75.38760 0.14380 4.53700 5.89220 2.47500 4.43540 0.10000 197.39470
2627.22360 8.64600 0.03840 78.08000 130.43610 85.71760 0.14120 4.18790 7.52160 2.50810 5.64400 0.10000 196.66620
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2627.68080 8.60460 0.04260 78.74500 133.77420 81.99730 0.16170 3.01270 9.86770 2.54540 7.97750 0.10000 194.68370
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2627.98560 8.67850 0.03350 79.85980 137.12680 84.16730 0.18780 2.88310 6.95720 2.47840 5.88120 0.10000 196.55510
2628.13800 8.69460 0.03150 80.20290 138.09980 82.20040 0.18790 2.92100 5.37090 2.44870 4.67690 0.10000 198.23120
2628.29040 8.69010 0.02980 80.24040 139.26530 77.45550 0.18550 2.99530 4.33860 2.43340 3.94920 0.10000 199.38130
2628.44280 8.68350 0.02740 79.96690 138.73070 79.58030 0.18300 3.12090 4.08000 2.43420 3.83950 0.10000 200.09410
2628.59520 8.61580 0.02500 79.45410 138.08670 87.13080 0.17790 3.34790 4.66320 2.44470 4.36500 0.10000 201.18820
2628.74760 8.63940 0.02370 78.53840 136.39740 91.32900 0.17300 3.70660 5.63240 2.45510 5.20790 0.10000 203.09450
2628.90000 8.56570 0.02410 76.85970 134.46220 86.65220 0.15260 4.14630 5.21320 2.46140 4.83490 0.10000 205.38250
2629.05240 8.59980 0.02640 74.59930 131.55140 81.75070 0.13850 4.58270 4.55160 2.46890 4.22110 0.10000 207.43270
2629.20480 8.53630 0.02900 72.41360 129.76110 80.68990 0.12130 4.96420 5.16670 2.48100 4.66550 0.10000 209.32440
2629.35720 8.52480 0.02920 70.96380 127.96540 70.47630 0.10670 5.25280 7.72960 2.49100 6.62800 0.10000 211.41210
2629.50960 8.50010 0.02420 70.76310 126.46290 56.09010 0.10170 5.44680 9.83100 2.49050 8.11610 0.10000 213.79060
2629.66200 8.46990 0.01510 72.00060 127.31560 48.21550 0.10610 5.61060 10.36120 2.47960 8.38210 0.10000 216.43970
2629.81440 8.42100 0.00570 74.70510 128.99190 43.63880 0.11530 5.74200 10.79940 2.46160 8.59470 0.10000 219.41310
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2630.11920 8.39350 -0.00510 83.06820 138.04880 41.57270 0.15160 5.56120 13.61010 2.39250 10.31790 0.10000 225.14550
2630.27160 8.42610 -0.00740 86.70540 142.23390 43.30190 0.17390 5.39820 13.98930 2.34260 10.51770 0.10000 227.40270
2630.42400 8.46500 -0.00820 88.56110 144.78600 49.38960 0.18410 5.31410 13.99980 2.29930 10.51260 0.10000 229.19370
2630.57640 8.50260 -0.00790 88.48430 147.91440 58.47620 0.18800 5.26460 13.22420 2.27360 9.97550 0.10000 230.46190
2630.72880 8.51950 -0.00730 87.10140 150.04190 63.72890 0.19050 5.23870 8.97460 2.26670 6.92410 0.10000 230.99760
2630.88120 8.51560 -0.00690 85.43410 150.05980 60.53950 0.19290 5.31220 3.94160 2.27260 3.09600 0.10000 230.67290
2631.03360 8.44390 -0.00700 84.18510 150.11470 56.03420 0.18820 5.53740 3.22590 2.28470 2.37680 0.10000 229.61400
2631.18600 8.42470 -0.00690 83.55070 150.39180 57.07850 0.17720 5.81290 3.17430 2.29880 2.28910 0.10000 228.13470
2631.33840 8.48660 -0.00650 83.47780 150.43740 64.61590 0.18420 5.93080 3.15760 2.31270 2.27350 0.10000 226.20550
2631.49080 8.50030 -0.00600 83.76380 150.05250 74.18920 0.19310 5.82350 3.14270 2.32460 2.26310 0.10000 223.80720
2631.64320 8.53540 -0.00590 84.22960 150.10730 77.09210 0.19820 5.67510 3.12310 2.33250 2.25200 0.10000 221.37230
2631.79560 8.55940 -0.00640 84.76770 150.27670 73.74140 0.20670 5.69010 3.10200 2.33470 2.24070 0.10000 219.30910
2631.94800 8.56000 -0.00690 85.43440 151.74930 74.10270 0.21890 5.87150 3.08110 2.33150 2.23020 0.10000 217.64610
2632.10040 8.55350 -0.00720 86.33780 151.03160 72.89330 0.22840 6.08840 3.05810 2.32550 2.21740 0.10000 216.47230
2632.25280 8.57350 -0.00780 87.34490 151.11700 68.99430 0.23200 6.25280 3.02790 2.31880 2.20040 0.10000 215.73140
2632.40520 8.57700 -0.00920 88.03100 151.15030 71.63830 0.22970 6.36040 2.98120 2.31310 2.17570 0.10000 214.76000
2632.55760 8.58810 -0.01130 87.90440 151.45330 74.77390 0.22550 6.43790 2.92100 2.30980 2.14950 0.10000 213.28440
2632.71000 8.54820 -0.01290 86.87250 151.72940 75.50980 0.21970 6.50630 2.86270 2.30920 2.13900 0.10000 211.89140
2632.86240 8.54960 -0.01350 85.46390 151.50860 71.18790 0.20800 6.56560 2.83830 2.30950 2.16310 0.10000 209.86350
2633.01480 8.56260 -0.01300 84.45900 151.25390 69.05670 0.19760 6.59420 2.85560 2.30920 2.20020 0.10000 208.64710
2633.16720 8.57130 -0.01220 84.16330 150.73270 70.02320 0.19510 6.57090 2.89840 2.30880 2.22980 0.10000 208.14060
2633.31960 8.58000 -0.01110 84.19710 149.44800 70.98980 0.19260 6.49830 2.95370 2.31220 2.24220 0.10000 207.63410
2633.47200 8.57990 -0.00930 83.94190 148.16820 72.38680 0.19090 6.39390 2.97200 2.32440 2.21250 0.10000 206.68960
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2633.77680 8.62170 -0.00260 81.98780 146.06800 100.58740 0.18430 6.03160 3.30800 2.37990 2.41780 0.10000 202.72200
2633.92920 8.62400 -0.00030 81.15320 145.72260 106.55010 0.18310 5.70840 4.33580 2.41000 3.16200 0.10000 201.85290
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2634.53880 8.53920 -0.00950 83.10870 146.95080 72.51550 0.18370 5.37700 3.03220 2.36260 2.34700 0.10000 200.24050
2634.69120 8.55020 -0.01180 83.69950 147.57690 73.36370 0.18490 5.64920 2.86580 2.34600 2.23680 0.10000 199.73740
2634.84360 8.52680 -0.01350 83.86140 148.19180 71.79430 0.18570 5.87450 2.96980 2.33920 2.34340 0.10000 199.35300
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2635.30080 8.51050 -0.01310 82.49950 147.73520 72.12100 0.18650 6.04320 3.37450 2.34250 2.80880 0.10000 197.06710
2635.45320 8.48900 -0.01170 81.85640 147.25130 74.89040 0.18300 6.17290 3.42350 2.34380 2.90900 0.10000 196.12160
2635.60560 8.49650 -0.01040 81.31240 144.88550 75.83360 0.18140 6.31910 3.34160 2.34430 2.87620 0.10000 195.86030
2635.75800 8.50400 -0.00930 80.96190 141.80130 76.77670 0.17970 6.34530 3.25260 2.34520 2.80490 0.10000 195.59910
2635.91040 8.50450 -0.00860 80.70110 137.97210 78.32030 0.17660 6.23200 3.30360 2.34740 2.82340 0.10000 195.36300
2636.06280 8.50410 -0.00900 79.99520 134.51620 75.56740 0.16970 6.06990 3.54730 2.35190 2.99720 0.10000 195.25030
2636.21520 8.62860 -0.00970 77.98730 130.84880 71.92630 0.13270 5.95420 3.68650 2.36390 3.09260 0.10000 194.74410
2636.36760 8.59850 -0.00870 74.23730 126.83990 67.95770 0.10880 5.91630 4.15670 2.39070 3.44040 0.10000 194.43670
2636.52000 8.54330 -0.00520 69.35050 123.66680 60.86600 0.09370 5.89660 7.77190 2.43360 6.10930 0.10000 194.70420
2636.67240 8.51030 0.00000 64.95920 121.88350 60.22490 0.08980 5.75250 17.93820 2.48330 13.61940 0.10000 195.43710
2636.82480 8.52140 0.00590 62.86720 122.10660 63.19660 0.09890 5.35230 22.27430 2.52480 16.89840 0.10000 196.43220
2636.97720 8.56150 0.01000 63.82920 123.88400 63.25620 0.12140 4.76100 22.24380 2.54260 16.92210 0.10000 197.81100
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2637.28200 8.50870 0.00500 71.17510 126.39670 65.61610 0.15130 4.20290 15.81830 2.49050 12.39700 0.10000 200.65590
2637.43440 8.53650 -0.00160 74.62150 129.98010 67.30750 0.15850 4.52970 8.84020 2.44480 7.20200 0.10000 201.73920
2637.58680 8.55660 -0.00670 76.85860 131.77280 66.86040 0.17270 5.06960 4.88130 2.41020 4.15450 0.10000 202.89290
2637.73920 8.54970 -0.00920 77.96040 134.29660 69.30390 0.17850 5.57190 3.75510 2.39350 3.28870 0.10000 203.99770
2637.89160 8.59070 -0.00840 78.19450 136.24510 78.70060 0.17670 5.86950 3.65090 2.39210 3.21100 0.10000 204.90900
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2638.19640 8.68390 -0.00070 77.01600 138.44500 85.55740 0.17610 5.64370 3.90130 2.41480 3.37040 0.10000 205.70970
2638.34880 8.67320 0.00440 76.64670 139.72470 83.20770 0.17690 5.12000 4.71290 2.43130 3.94410 0.10000 206.60850
2638.50120 8.65260 0.00660 77.34480 141.55180 80.67220 0.17820 4.55150 5.74300 2.43840 4.66340 0.10000 208.23830
2638.65360 8.51690 0.00330 79.42820 144.14420 74.70390 0.19460 4.28800 6.26560 2.42190 4.85620 0.10000 213.28220
2638.80600 8.51430 -0.00340 82.53540 146.52880 66.71080 0.20220 4.48510 5.69660 2.38020 4.25760 0.10000 215.22240
2638.95840 8.52070 -0.01000 85.84930 148.97900 54.28610 0.20840 4.95260 4.42340 2.32660 3.27960 0.10000 216.80260
2639.11080 8.51910 -0.01430 88.67450 151.26220 45.77320 0.21020 5.38990 3.06260 2.27830 2.27130 0.10000 218.05280
2639.26320 8.52270 -0.01580 90.66050 152.94410 44.98990 0.20350 5.68420 2.29100 2.24650 1.74510 0.10000 218.87490
2639.41560 8.52140 -0.01560 91.61380 154.33620 47.95530 0.19390 5.87740 2.08930 2.23320 1.65120 0.10000 219.58150
2639.56800 8.51590 -0.01490 91.35890 154.71380 47.85700 0.18780 5.99520 2.17260 2.23310 1.78970 0.10000 220.43150
2639.72040 8.52440 -0.01470 89.89880 154.04000 44.58640 0.18530 6.02680 2.25150 2.23830 1.94400 0.10000 221.10860
2639.87280 8.53110 -0.01510 87.63260 152.97350 42.55210 0.18680 5.98570 2.28050 2.24320 2.06090 0.10000 221.20520
2640.02520 8.54330 -0.01600 85.16670 150.69510 43.62270 0.19250 5.92480 2.28910 2.24670 2.12550 0.10000 220.67850
2640.17760 8.52000 -0.01690 82.79960 148.14630 45.55830 0.19220 5.90580 2.29000 2.25100 2.10560 0.10000 219.71870
2640.33000 8.51950 -0.01720 80.56940 145.16450 47.54630 0.17540 5.94060 2.33100 2.25900 2.07090 0.10000 218.21320
2640.48240 8.49060 -0.01600 78.76440 142.24580 47.07970 0.16120 5.97580 2.37320 2.27290 2.02450 0.10000 217.12350
2640.63480 8.46160 -0.01370 77.94410 138.20510 46.61310 0.14700 5.96920 2.30050 2.29500 1.87710 0.10000 216.03390
2640.78720 8.36860 -0.01070 78.41430 134.82550 44.39180 0.12110 5.92590 2.61020 2.32630 2.02420 0.10000 213.27420
2640.93960 8.37270 -0.00750 79.55520 131.24630 41.72230 0.10560 5.83000 4.07520 2.36410 2.99410 0.10000 210.32150
2641.09200 8.39780 -0.00400 80.07620 128.46330 40.00370 0.10710 5.64060 7.42490 2.40120 5.18600 0.10000 204.02520
2641.24440 8.39910 -0.00080 79.31800 125.60220 48.33440 0.11740 5.38950 12.22600 2.42860 8.29680 0.10000 201.16110
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2642.00640 8.64760 0.01110 74.40020 125.05890 80.61970 0.14760 4.75460 8.90520 2.47270 7.48650 0.10000 191.32040
2642.15880 8.69340 0.01500 75.32590 126.90480 75.90660 0.15900 4.57480 7.78490 2.47360 6.78960 0.10000 190.05930
2642.31120 8.63160 0.01940 78.51190 128.26850 77.57320 0.17110 4.37310 7.83720 2.47390 6.96510 0.10000 189.48590
2642.46360 8.63080 0.02490 83.74130 129.97650 87.79570 0.17980 4.19090 7.67030 2.47940 6.90100 0.10000 189.35120
2642.61600 8.67110 0.03130 89.35350 130.90770 96.06350 0.18090 4.08400 7.95300 2.49160 7.17940 0.10000 189.55140
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2653.74120 8.70900 -0.90250 91.05400 126.15260 72.07970 0.15420 3.95110 5.68810 1.53860 5.36580 0.10000 196.36780
2653.89360 8.67620 -0.75140 90.50510 123.65460 67.50060 0.14820 4.24180 6.27680 1.69890 5.84770 0.10000 195.79250
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2654.50320 8.60740 -0.08050 78.05750 118.17600 49.87140 0.10470 5.39480 5.81880 2.36410 5.34400 0.10000 193.55230
2654.65560 8.72620 -0.02360 73.82580 117.65110 47.66200 0.09880 5.27740 6.59890 2.42670 5.91960 0.10000 192.35740
2654.80800 8.61690 0.00870 70.97140 116.12390 49.12940 0.09280 4.94160 7.76920 2.47190 6.79420 0.10000 191.47330
2654.96040 8.58250 0.03140 69.88960 116.71390 49.06560 0.08560 4.44710 9.04640 2.51530 7.74800 0.10000 191.09410
2655.11280 8.60210 0.04380 70.37070 118.64460 50.07250 0.08320 3.95720 11.16270 2.55540 9.41600 0.10000 190.79590
2655.26520 8.85080 0.04880 72.30730 121.05880 54.73070 0.09310 3.63760 16.45230 2.58850 13.79470 0.10000 190.36130
2655.41760 8.97620 0.04890 75.46550 125.19710 61.82550 0.10560 3.52970 25.27210 2.60850 21.83670 0.10000 190.17730
2655.57000 9.10170 0.04620 79.34780 129.90810 68.92020 0.11810 3.53840 23.45920 2.61420 21.75520 0.10000 189.99330
2655.72240 9.36760 0.04290 83.14740 135.58510 113.33570 0.17800 3.54850 13.47050 2.61090 13.33550 0.10000 189.87310
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2656.02720 9.15470 0.03660 88.99070 149.79430 119.54800 0.24260 3.58870 5.70710 2.59580 6.06280 0.10000 189.24700
2656.17960 9.00010 0.03310 91.46950 150.16140 119.41470 0.26140 3.68330 5.63740 2.58520 6.06340 0.10000 189.20520
2656.33200 8.75820 0.03000 93.30490 150.39570 125.20400 0.26350 3.74280 5.97980 2.57570 6.49880 0.10000 189.51250
2656.48440 8.71230 0.02860 94.02230 150.12750 132.74120 0.25960 3.70060 5.83310 2.57150 6.43200 0.10000 189.78880
2656.63680 8.73330 0.02940 93.55240 150.38520 132.88580 0.25840 3.60060 5.73850 2.57290 6.37420 0.10000 189.85210
2656.78920 8.75440 0.03130 92.07640 150.16000 133.03050 0.25730 3.52570 5.81660 2.57630 6.44610 0.10000 189.91540
2656.94160 8.74840 0.03330 90.14580 150.00150 129.01680 0.23550 3.51050 5.98920 2.57790 6.57330 0.10000 189.70730
2657.09400 8.97530 0.03390 88.19310 149.37350 129.02030 0.22690 3.56610 6.24210 2.57380 6.77720 0.10000 189.89070
2657.24640 8.90960 0.03200 86.16880 148.53270 132.22730 0.22740 3.70570 6.31900 2.55950 6.79740 0.10000 190.57400
2657.39880 8.77400 0.02880 84.35530 147.67410 136.38270 0.22910 3.89280 6.17150 2.53530 6.56970 0.10000 191.23930
2657.55120 8.74250 0.02810 83.15620 147.02150 133.88720 0.22890 4.03130 6.07460 2.51020 6.38710 0.10000 191.68000
2657.70360 8.70800 0.03210 82.72110 146.26290 132.55740 0.23100 4.05220 6.12220 2.49380 6.35720 0.10000 192.24010
2657.85600 8.70650 0.03860 83.11130 144.89170 133.48520 0.23140 3.98720 6.24350 2.48720 6.40170 0.10000 192.59240
2658.00840 8.70500 0.04350 83.98730 143.48090 134.41310 0.23190 3.93350 6.34180 2.48450 6.41080 0.10000 192.94480
2658.16080 8.72510 0.04450 84.62570 141.88510 124.90820 0.21760 3.94770 6.51100 2.48100 6.47860 0.10000 194.26780
2658.31320 8.76280 0.04290 84.47180 140.66330 118.18030 0.20670 3.99780 6.91330 2.47620 6.76380 0.10000 195.45690
2658.46560 8.72460 0.04030 83.56180 140.20930 108.42450 0.19900 4.02380 7.43320 2.47110 7.14860 0.10000 197.09680
2658.61800 8.80020 0.03770 82.66330 139.83310 102.08100 0.19570 4.00460 7.50970 2.46620 7.12220 0.10000 198.72010
2658.77040 8.75960 0.03550 82.88570 139.87100 94.67090 0.19140 3.97510 7.10120 2.46200 6.66400 0.10000 200.04010
2658.92280 8.66530 0.03350 84.69470 140.58180 87.53650 0.18650 4.03110 6.81230 2.45800 6.34810 0.10000 201.05200
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2659.22760 8.59160 0.02680 89.89340 141.70670 88.17440 0.18620 4.82910 5.78450 2.44760 5.38710 0.10000 201.82840
2659.38000 8.56610 0.02270 91.30830 143.58040 91.69930 0.19890 5.48730 4.78370 2.44620 4.52690 0.10000 203.04280
2659.53240 8.74400 0.02060 91.68510 143.90400 96.46420 0.20250 6.00880 4.34120 2.45070 4.16950 0.10000 202.88380
2659.68480 8.82420 0.02160 91.28860 144.25340 98.94590 0.20000 6.21900 4.32380 2.45920 4.17280 0.10000 202.08350
2659.83720 8.80840 0.02430 89.98550 144.38590 97.35330 0.19750 6.15010 4.45820 2.46620 4.28530 0.10000 201.10070
2659.98960 8.78710 0.02650 87.70440 143.94690 98.04800 0.20190 5.93450 4.66390 2.46790 4.43240 0.10000 200.37340
2660.14200 8.93430 0.02800 85.16830 143.21410 97.79730 0.20860 5.66680 4.76650 2.46640 4.47960 0.10000 199.89020
2660.29440 8.96570 0.03140 83.47480 142.35500 95.92580 0.21030 5.35010 4.77830 2.46840 4.43590 0.10000 199.60530
2660.44680 8.99710 0.03820 83.29360 141.21580 94.05420 0.21200 4.95340 4.95400 2.47790 4.52280 0.10000 199.32030
2660.59920 8.72380 0.04560 84.20480 139.75280 94.92480 0.19390 4.50510 5.21950 2.49090 4.70560 0.10000 198.09540
2660.75160 8.75270 0.04950 84.97560 137.81680 100.24850 0.18250 4.08330 5.62330 2.49860 5.03620 0.10000 197.62310
2660.90400 8.88410 0.04860 84.77690 136.34490 93.05100 0.17230 3.75170 6.59490 2.49550 5.85530 0.10000 197.22990
2661.05640 8.97420 0.04540 83.71330 135.35390 82.54840 0.16190 3.55050 7.22470 2.48520 6.36280 0.10000 197.06200
2661.20880 8.97930 0.04190 82.38600 135.08620 78.71420 0.15780 3.51110 6.76770 2.47690 5.92910 0.10000 196.97890
2661.36120 8.87910 0.03780 81.28310 134.62440 83.46780 0.16590 3.64720 6.34970 2.47680 5.52860 0.10000 196.75380
2661.51360 8.82170 0.03430 80.74940 134.18190 86.22390 0.17390 3.90650 6.31220 2.48790 5.46480 0.10000 196.58040
2661.66600 8.76440 0.03450 80.93730 134.51810 88.98000 0.18190 4.12270 6.36440 2.51010 5.48880 0.10000 196.40710
2661.81840 8.74780 0.03960 81.50880 134.69380 109.09170 0.20220 4.14000 6.83210 2.53590 5.87670 0.10000 196.19180
2661.97080 8.72840 0.04610 81.81150 134.48020 107.79800 0.20270 4.03640 7.55060 2.55190 6.49410 0.10000 196.54750
2662.12320 8.73870 0.05060 81.47150 134.46070 109.09060 0.19510 4.00150 7.55380 2.55130 6.51160 0.10000 197.17560
2662.27560 8.70440 0.05270 81.00320 134.40630 107.74020 0.18230 4.08520 7.26780 2.53790 6.25630 0.10000 197.67270
2662.42800 8.65780 0.05180 81.55500 135.37260 98.35440 0.17390 4.27400 7.31550 2.51740 6.24450 0.10000 198.31550
2662.58040 8.60380 0.04620 83.64940 136.11000 88.27360 0.17340 4.62240 7.31980 2.49310 6.19430 0.10000 199.38960
2662.73280 8.58780 0.03580 86.30370 137.76880 86.16310 0.17700 5.15680 6.79000 2.46810 5.75160 0.10000 199.85490
2662.88520 8.57170 0.02400 87.68950 139.65380 84.05250 0.18050 5.74170 5.89860 2.44690 5.04580 0.10000 200.32010
2663.03760 8.57590 0.01470 86.82210 141.07250 86.34030 0.20180 6.15420 5.06650 2.43210 4.39770 0.10000 202.64820
2663.19000 8.63570 0.00970 84.38940 142.29480 89.64970 0.20410 6.32180 4.73510 2.42390 4.15720 0.10000 203.96260
2663.34240 8.60280 0.00840 82.01360 142.12550 89.23620 0.20300 6.37440 4.62010 2.42070 4.08150 0.10000 204.03120
2663.49480 8.57760 0.00970 81.08200 141.38210 87.21730 0.20040 6.44370 4.50660 2.42220 4.00070 0.10000 203.36050
2663.64720 8.66570 0.01370 81.79080 141.27550 90.91040 0.19460 6.48930 4.47240 2.42840 3.97750 0.10000 203.00070
2663.79960 8.83480 0.02070 83.09310 140.55300 90.45970 0.18430 6.28230 4.93410 2.43630 4.33160 0.10000 203.03950
2663.95200 8.83180 0.02920 83.72540 139.80020 86.88490 0.17900 5.62230 5.62270 2.44080 4.80640 0.10000 203.11520
2664.10440 8.82880 0.03660 83.20290 138.31360 83.31020 0.17380 4.65890 5.50820 2.44010 4.66730 0.10000 203.19090
2664.25680 8.90910 0.04040 81.99990 137.06330 74.55550 0.16860 3.78320 5.12230 2.43760 4.35050 0.10000 203.27490
2664.40920 8.75760 0.04090 81.03870 135.80490 75.17300 0.16610 3.23520 5.07570 2.43820 4.29580 0.10000 203.39360
2664.56160 8.61420 0.03990 80.94370 135.00470 76.69000 0.16530 3.03020 5.24180 2.44210 4.42480 0.10000 203.58500
2664.71400 8.52000 0.03790 81.59860 135.12880 73.25110 0.16760 3.10620 5.87090 2.44350 4.91280 0.10000 203.69490
2664.86640 8.51340 0.03350 82.61510 134.10420 67.14180 0.16770 3.39750 6.89720 2.43620 5.65140 0.10000 203.69140
2665.01880 8.49960 0.02630 83.97760 134.01060 65.88650 0.16530 3.83590 6.93950 2.42210 5.67550 0.10000 203.49860
2665.17120 8.51680 0.01860 85.72210 134.06680 69.16170 0.16530 4.36770 6.38210 2.41040 5.24290 0.10000 203.37060
2665.32360 8.53400 0.01400 87.29460 133.72960 72.43680 0.16540 4.93270 5.78850 2.40840 4.76790 0.10000 203.24260
2665.47600 8.51310 0.01430 87.92780 134.08040 76.60810 0.16830 5.40480 5.42580 2.41530 4.48490 0.10000 203.75780
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2665.78080 8.53090 0.02120 85.34420 133.76040 72.80050 0.17390 5.75390 5.63420 2.43370 4.67680 0.10000 205.48900
2665.93320 8.56140 0.02130 83.39220 133.52500 74.20200 0.17780 5.83100 6.25770 2.43950 5.18650 0.10000 206.39230
2666.08560 8.53510 0.01810 82.22700 133.20880 70.33730 0.18050 5.96490 6.72960 2.44140 5.54830 0.10000 206.63390
2666.23800 8.53730 0.01340 81.95450 132.95220 69.21500 0.18080 6.09470 6.29270 2.43750 5.17160 0.10000 206.43600
2666.39040 8.54400 0.00900 82.23110 132.67170 69.94820 0.17880 6.13450 5.23810 2.42910 4.34500 0.10000 206.33940
2666.54280 8.55070 0.00590 82.65200 132.64520 70.68150 0.17670 6.05580 4.93790 2.42140 4.14240 0.10000 206.24280
2666.69520 8.47660 0.00400 82.90430 132.23010 57.26610 0.16010 5.88190 5.19490 2.41790 4.41610 0.10000 205.84980
2666.84760 8.48780 0.00300 82.97070 132.64550 54.07420 0.15810 5.67130 5.79510 2.41770 5.04620 0.10000 205.37190
2667.00000 8.50260 0.00300 82.91470 134.13570 57.55530 0.16260 5.50630 6.35660 2.41750 5.68160 0.10000 204.90100
2667.15240 8.59110 0.00410 82.63740 136.20630 66.95940 0.16920 5.44860 5.99930 2.41520 5.44920 0.10000 204.56000
2667.30480 8.53580 0.00550 82.28340 139.02610 74.66570 0.17870 5.47190 5.17300 2.41110 4.70900 0.10000 204.23040
2667.45720 8.53170 0.00640 82.18810 141.41730 78.65450 0.19730 5.46630 4.50920 2.40840 4.09610 0.10000 203.50500
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2667.76200 8.58570 0.01370 83.11590 144.47990 87.92220 0.21840 5.15830 4.42740 2.43290 3.91500 0.10000 202.29950
2667.91440 8.71770 0.02310 83.94780 144.53560 103.31890 0.22880 4.93680 6.29140 2.46180 5.28960 0.10000 200.37070
2668.06680 8.71380 0.03240 84.91960 143.97400 87.09810 0.21930 4.69710 7.68320 2.48650 6.32010 0.10000 199.85480
2668.21920 8.71430 0.03740 86.10330 142.60890 77.31520 0.19990 4.40990 7.24710 2.49580 5.97270 0.10000 199.78310
2668.37160 8.69720 0.03840 87.19070 140.73650 74.76050 0.17820 4.07950 6.60540 2.49150 5.49280 0.10000 200.35450
2668.52400 8.68570 0.03710 87.74230 139.32590 72.79820 0.16410 3.80670 6.59830 2.48040 5.50590 0.10000 201.20790
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2668.82880 8.54060 0.02620 88.51540 137.78410 68.37820 0.16360 4.10000 6.62360 2.44250 5.46440 0.10000 202.98540
2668.98120 8.51490 0.01700 90.09960 138.66020 67.00860 0.16550 4.74700 6.21460 2.41880 5.11470 0.10000 203.71890
2669.13360 8.56300 0.00820 91.93910 139.00140 73.81900 0.17800 5.43210 5.34660 2.39800 4.44240 0.10000 207.12210
2669.28600 8.56590 0.00260 92.28790 139.82750 72.09510 0.18510 5.85290 4.07000 2.38490 3.50420 0.10000 208.42430
2669.43840 8.60870 0.00130 90.12660 141.35630 71.78260 0.18910 5.96680 3.62180 2.38280 3.19910 0.10000 209.97320
2669.59080 8.63080 0.00360 86.51600 142.50670 73.33100 0.19380 5.89410 3.86410 2.38820 3.45440 0.10000 212.12490
2669.74320 8.53060 0.00660 83.68820 143.84900 73.96030 0.20260 5.66960 4.41550 2.38930 3.96920 0.10000 214.43040
2669.89560 8.54040 0.00680 83.09190 144.44980 71.89530 0.21480 5.32230 4.41680 2.37520 4.00440 0.10000 216.40100
2670.04800 8.54290 0.00400 84.25970 144.43540 69.70660 0.21970 5.02290 3.43770 2.34850 3.20510 0.10000 217.06920
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2671.11480 8.59910 0.00500 77.44720 135.03140 84.08850 0.15800 5.41930 4.31280 2.40090 3.90450 0.10000 207.62550
2671.26720 8.60040 0.01700 78.04290 135.16300 85.09300 0.15920 5.11860 7.03770 2.44780 6.15460 0.10000 206.21780
2671.41960 8.60160 0.03000 80.14610 136.30440 86.09740 0.16030 4.75790 8.62110 2.49140 7.44770 0.10000 204.81010
2671.57200 8.69580 0.03840 82.39120 137.29710 93.98650 0.19220 4.41980 7.64750 2.51980 6.63760 0.10000 198.72990
2671.72440 8.67590 0.04120 83.43440 139.32910 106.11900 0.20760 4.16480 6.35240 2.53770 5.58360 0.10000 195.63190
2671.87680 8.65880 0.04110 82.83850 140.45350 106.48080 0.21380 4.00800 6.14390 2.55400 5.45600 0.10000 193.15710
2672.02920 8.72310 0.03960 81.39080 140.82490 102.15030 0.21100 3.89290 6.97000 2.56790 6.23820 0.10000 191.24250
2672.18160 8.78540 0.03780 80.30500 142.11970 103.72090 0.20660 3.71940 7.50340 2.57450 6.82180 0.10000 189.74670
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2672.48640 8.79120 0.03930 81.05050 143.27770 99.88340 0.21120 3.21580 7.06470 2.57440 6.70690 0.10000 188.45740
2672.63880 8.78660 0.04210 82.28490 144.02010 98.16910 0.21410 3.06430 6.78170 2.57190 6.58560 0.10000 188.14950
2672.79120 8.81370 0.04410 83.41000 144.63910 91.24720 0.20590 3.03940 6.58610 2.56450 6.50230 0.10000 187.51750
2672.94360 8.83160 0.04450 84.22700 144.89760 85.35680 0.19290 3.12400 6.40880 2.55000 6.40640 0.10000 187.52890
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2673.24840 8.81680 0.04170 84.99250 146.34460 83.76110 0.18990 3.38880 5.36410 2.51700 5.56980 0.10000 188.11200
2673.40080 8.76680 0.04050 84.96430 147.15380 80.58330 0.19450 3.41610 5.21410 2.50840 5.54530 0.10000 188.66630
2673.55320 8.75420 0.03980 84.41800 148.03360 79.83240 0.19650 3.33380 5.37850 2.50310 5.80020 0.10000 189.30990
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2673.85800 8.81950 0.03690 83.13570 148.87160 76.50760 0.19710 3.03070 5.62010 2.49060 6.05740 0.10000 189.50680
2674.01040 8.76220 0.03430 83.87080 150.76740 96.00130 0.21650 2.91310 5.76720 2.48930 6.14240 0.10000 189.38640
2674.16280 8.71690 0.03240 85.70830 152.43460 114.24420 0.24300 2.86830 5.93510 2.49710 6.26930 0.10000 189.55980
2674.31520 8.70840 0.03200 87.97180 153.69740 126.63440 0.26850 2.92360 6.35780 2.51270 6.70220 0.10000 189.82840
2674.46760 8.77400 0.03200 89.88420 154.08700 134.76560 0.27740 3.08090 6.84540 2.52990 7.32570 0.10000 190.37420
2674.62000 8.75370 0.03080 91.27060 154.31990 137.06070 0.27020 3.29510 6.94800 2.54370 7.61300 0.10000 190.79790
2674.77240 8.72670 0.02830 92.53250 154.35890 132.86270 0.25750 3.49130 6.79480 2.55380 7.60180 0.10000 190.92500
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2675.07720 8.74830 0.02540 94.11850 153.57690 125.63630 0.24730 3.72390 6.49560 2.56680 7.41460 0.10000 191.34900
2675.22960 8.73720 0.02630 93.80130 153.15730 119.05380 0.25700 3.80220 6.57460 2.57060 7.48300 0.10000 193.02590
2675.38200 8.77790 0.02790 92.99460 152.38900 127.52080 0.27290 3.88700 6.45980 2.57300 7.28440 0.10000 193.79460
2675.53440 8.77830 0.02890 92.10990 152.13970 133.55250 0.28220 3.99150 6.06500 2.57310 6.76870 0.10000 194.77040
2675.68680 8.73850 0.02960 91.03160 151.72250 132.97260 0.27880 4.07520 5.94340 2.57190 6.54430 0.10000 196.07390
2675.83920 8.72490 0.03160 89.22160 150.72730 132.28920 0.26180 4.06850 6.06920 2.57400 6.54890 0.10000 197.90400
2675.99160 8.74460 0.03590 86.53830 149.05590 122.61010 0.23770 3.98330 6.21160 2.58100 6.55100 0.10000 200.19950
2676.14400 8.74190 0.04120 83.64840 147.12130 116.47400 0.22780 3.92220 6.68770 2.58670 6.89100 0.10000 201.34360
2676.29640 8.73920 0.04490 81.46850 144.00100 110.33780 0.21790 3.97500 7.16020 2.58210 7.22500 0.10000 202.48780
2676.44880 8.72030 0.04540 80.43250 142.08460 101.26580 0.21210 4.17560 6.91410 2.56390 6.82580 0.10000 207.01020
2676.60120 8.63750 0.04100 80.53130 140.72580 98.00400 0.21060 4.53020 6.24750 2.53460 5.99280 0.10000 209.42080
2676.75360 8.60160 0.03040 81.64660 139.50520 86.99720 0.19980 5.00410 5.65870 2.49620 5.24440 0.10000 211.66020
2676.90600 8.63610 0.01610 83.26360 139.00490 74.87410 0.17970 5.50150 4.76580 2.45390 4.36620 0.10000 213.51340
2677.05840 8.64110 0.00440 84.31330 138.55510 68.45440 0.16080 5.91590 3.95020 2.41840 3.68410 0.10000 214.80810
2677.21080 8.59970 -0.00140 83.97250 138.87410 66.56980 0.14970 6.17980 3.71160 2.39850 3.48080 0.10000 215.55420
2677.36320 8.57260 -0.00310 82.71470 140.24790 64.02950 0.14850 6.24630 4.15600 2.39250 3.81710 0.10000 215.79140
2677.51560 8.54540 -0.00350 82.41450 141.70270 61.48920 0.14730 6.12010 5.05690 2.39030 4.50270 0.10000 216.02850
2677.66800 8.57270 -0.00360 84.70940 143.68100 57.66340 0.17510 5.91710 5.50440 2.38210 4.82190 0.10000 217.60170
2677.82040 8.60630 -0.00360 89.17790 145.94010 61.54950 0.19390 5.76160 4.56950 2.36680 4.04400 0.10000 218.46770
2677.97280 8.59520 -0.00270 93.43440 148.15660 71.73390 0.20180 5.67410 3.26420 2.35230 2.94550 0.10000 218.68960
2678.12520 8.56930 -0.00120 95.19690 149.98570 83.89040 0.20380 5.64560 2.63710 2.34560 2.38540 0.10000 218.44230
2678.27760 8.62750 0.00020 94.12640 151.34450 90.14090 0.20260 5.70350 2.60990 2.34620 2.34910 0.10000 218.12430
2678.43000 8.59170 0.00120 91.64990 152.18740 87.73880 0.19800 5.85470 2.94090 2.34970 2.62700 0.10000 217.67290
2678.58240 8.59420 0.00200 89.40950 152.35170 83.07180 0.19800 6.03140 3.01720 2.35240 2.69720 0.10000 217.28960
2678.73480 8.59660 0.00280 88.04390 151.98030 78.40470 0.19800 6.13760 2.85710 2.35440 2.56440 0.10000 216.90630
2678.88720 8.58440 0.00300 87.27360 151.18750 67.99450 0.21060 6.15510 2.85460 2.35570 2.54530 0.10000 214.71430
2679.03960 8.58340 0.00190 86.54650 150.29630 66.65450 0.20500 6.15680 2.82050 2.35440 2.49040 0.10000 213.29690
2679.19200 8.56080 -0.00030 85.50360 148.93030 65.55660 0.19090 6.18980 2.75950 2.35150 2.40580 0.10000 211.49840
2679.34440 8.56540 -0.00190 84.09790 146.78030 58.85710 0.17580 6.20150 2.83400 2.35090 2.43910 0.10000 209.51630
2679.49680 8.55120 -0.00160 82.57690 145.01160 52.74570 0.16830 6.10580 2.97340 2.35550 2.54320 0.10000 207.76300
2679.64920 8.51600 0.00140 81.41960 143.16770 52.76760 0.16560 5.86000 3.28670 2.36480 2.79700 0.10000 206.22850
2679.80160 8.52050 0.00730 81.04490 141.74640 54.81300 0.16410 5.47080 3.65660 2.37570 3.09470 0.10000 205.57180
2679.95400 8.52490 0.01410 81.44600 141.46980 56.85840 0.16270 5.00570 3.81980 2.38340 3.22930 0.10000 204.91500
2680.10640 8.55130 0.02040 82.04390 140.60740 62.23160 0.16330 4.56980 3.75090 2.38710 3.18690 0.10000 202.61970
2680.25880 8.53990 0.02570 82.09240 140.51610 64.15560 0.16320 4.20560 3.68420 2.38920 3.14820 0.10000 201.24020
2680.41120 8.58210 0.03010 81.22470 140.74350 65.68380 0.16000 3.88410 3.71150 2.39190 3.17270 0.10000 199.83620
2680.56360 8.57570 0.03390 79.68780 140.96570 65.55480 0.15910 3.59590 3.83940 2.39560 3.25300 0.10000 198.37780
2680.71600 8.62450 0.03750 78.32350 140.54650 65.73250 0.16070 3.37130 4.18560 2.40140 3.46730 0.10000 196.84290
2680.86840 8.55810 0.04140 78.01110 140.15750 71.77460 0.16490 3.24170 4.41680 2.41380 3.61110 0.10000 195.55970
2681.02080 8.62910 0.04570 79.10080 140.45600 76.20300 0.16840 3.22290 4.36360 2.43780 3.62630 0.10000 195.11040
2681.17320 8.70020 0.04930 81.37580 143.18020 80.63140 0.17200 3.28540 4.35630 2.47030 3.71550 0.10000 194.66100
2681.32560 8.85980 0.05070 84.06550 145.75900 76.28420 0.19000 3.31780 5.45600 2.49560 4.60230 0.10000 193.27150
2681.47800 8.88040 0.05000 86.29860 147.30070 77.50520 0.19940 3.22350 7.22060 2.49680 6.13960 0.10000 192.70650
2681.63040 8.89310 0.05010 87.70900 149.42820 76.01940 0.20340 3.06860 6.31860 2.47590 5.61050 0.10000 192.40310
2681.78280 8.88010 0.05220 88.30800 150.85640 76.80110 0.20150 2.97790 4.21120 2.45060 3.92610 0.10000 192.21150
2681.93520 8.83700 0.05410 88.14590 151.36280 79.74580 0.20190 2.98230 3.60230 2.43450 3.37820 0.10000 191.80850
2682.08760 8.85640 0.05350 87.30910 150.11600 80.20540 0.20470 3.03050 3.77920 2.43170 3.54930 0.10000 191.33390
2682.24000 8.88320 0.05100 85.87790 148.69460 81.57100 0.20380 3.06140 4.08970 2.44250 3.86650 0.10000 191.28620
2682.39240 8.91000 0.04840 83.94730 147.13900 82.93650 0.20300 3.06840 4.24630 2.46550 4.05660 0.10000 191.23840
2682.54480 8.82470 0.04690 82.00250 146.31920 87.07480 0.19310 3.08950 4.45200 2.49520 4.28360 0.10000 191.52520
2682.69720 8.87910 0.04620 80.50620 144.49130 87.24520 0.19010 3.13030 4.88020 2.52250 4.68040 0.10000 191.56510
2682.84960 8.83460 0.04580 79.37770 143.65390 88.88880 0.18830 3.14750 5.07790 2.53930 4.81620 0.10000 191.94150
2683.00200 8.81290 0.04500 78.43440 143.26800 92.26870 0.18740 3.12540 5.10770 2.54350 4.77620 0.10000 192.81480
2683.15440 8.84990 0.04320 77.68460 143.46620 87.67790 0.18830 3.09960 5.25160 2.53800 4.83770 0.10000 193.95500
2683.30680 8.77360 0.04050 77.41240 144.23910 84.59220 0.19160 3.09320 5.27760 2.52860 4.82340 0.10000 195.09150
2683.45920 8.77810 0.03880 78.16690 145.40170 85.98470 0.19410 3.09620 5.16420 2.52130 4.69830 0.10000 195.69690
2683.61160 8.78260 0.04050 80.23230 147.12300 87.37720 0.19650 3.10770 5.32460 2.51690 4.81750 0.10000 196.30240
2683.76400 8.65320 0.04520 83.24150 148.70630 86.70350 0.19470 3.15610 5.94370 2.50830 5.30600 0.10000 200.08870
2683.91640 8.66220 0.04950 86.60920 151.28450 79.95020 0.19470 3.28440 5.85240 2.48730 5.12750 0.10000 202.14950
2684.06880 8.54340 0.05000 89.86750 153.61290 76.43300 0.20030 3.52350 4.43130 2.45400 3.91880 0.10000 203.64550
2684.22120 8.55300 0.04630 92.48660 156.07660 73.92740 0.20660 3.85010 3.50490 2.41750 3.17650 0.10000 205.01390
2684.37360 8.57230 0.04040 94.01520 157.77050 73.89050 0.21160 4.17570 3.05910 2.38700 2.79620 0.10000 206.79800
2684.52600 8.55690 0.03460 94.28320 159.77510 74.83180 0.21630 4.41420 2.66510 2.36630 2.44710 0.10000 208.65890
2684.67840 8.58760 0.03020 93.48220 160.88210 75.04070 0.21790 4.56870 2.49980 2.35450 2.30900 0.10000 209.38590
2684.83080 8.61830 0.02720 92.15690 161.82470 75.24960 0.21940 4.71800 2.48800 2.34890 2.31320 0.10000 210.11280
2684.98320 8.51780 0.02470 90.87240 162.56390 76.64650 0.22110 4.90990 2.55220 2.34560 2.37920 0.10000 211.66700
2685.13560 8.52860 0.02110 89.83670 162.28200 74.49570 0.21650 5.10820 2.56400 2.34050 2.38410 0.10000 211.90140
2685.28800 8.53440 0.01520 88.93380 162.31870 73.60720 0.21110 5.27400 2.46180 2.33260 2.29280 0.10000 212.09020
2685.44040 8.50980 0.00760 88.16150 162.07410 73.53130 0.20630 5.43010 2.38130 2.32400 2.23070 0.10000 212.27810
2685.59280 8.51430 0.00060 87.67430 160.25700 74.49480 0.19900 5.58630 2.35050 2.31770 2.20890 0.10000 211.99770
2685.74520 8.54590 -0.00370 87.44470 159.12940 75.65350 0.18930 5.69470 2.36070 2.31570 2.20840 0.10000 211.20800
2685.89760 8.54930 -0.00510 86.96170 157.30480 75.35190 0.18490 5.73110 2.38290 2.31730 2.20320 0.10000 210.86820
2686.05000 8.55270 -0.00310 85.28650 155.31810 75.05030 0.18050 5.69040 2.44630 2.32360 2.21270 0.10000 210.52830
2686.20240 8.59280 0.00270 81.79590 152.22040 71.20560 0.16970 5.47040 2.59610 2.33740 2.28270 0.10000 210.05600
2686.35480 8.61870 0.01300 77.02480 149.38250 68.51360 0.16560 4.97180 2.82780 2.36070 2.42660 0.10000 209.47900
2686.50720 8.62570 0.02440 72.70650 146.64360 65.66110 0.16010 4.33260 3.31700 2.38820 2.79130 0.10000 208.65900
2686.65960 8.63500 0.03280 70.79620 144.34750 64.24390 0.15600 3.81970 4.71500 2.41080 3.85410 0.10000 207.83990
2686.81200 8.64190 0.03710 72.18110 142.79610 63.52030 0.16000 3.55760 7.32180 2.42430 5.77550 0.10000 207.46040
2686.96440 8.66980 0.03980 76.10270 142.39340 67.31920 0.17080 3.52040 7.98070 2.43140 6.25230 0.10000 207.89610
2687.11680 8.65160 0.04260 80.79280 143.07120 70.02530 0.17530 3.65710 6.19430 2.43450 4.88540 0.10000 208.34900
2687.26920 8.63340 0.04460 84.70360 145.91230 72.73140 0.17970 3.93170 4.77800 2.43200 3.83440 0.10000 208.80180
2687.42160 8.61600 0.04270 87.27850 148.40860 75.10230 0.19510 4.30790 3.84130 2.41990 3.19320 0.10000 210.66120
2687.57400 8.54390 0.03430 88.76620 151.79930 76.11480 0.21310 4.75990 3.48630 2.39580 2.94370 0.10000 211.55570
2687.72640 8.55140 0.02120 89.63270 154.86460 79.67840 0.22930 5.27000 3.23060 2.36350 2.73820 0.10000 212.14090
2687.87880 8.58070 0.00870 90.15200 155.74500 80.80050 0.23510 5.76050 2.71380 2.33250 2.32820 0.10000 212.53080
2688.03120 8.55830 0.00100 90.32030 158.47180 82.67320 0.23150 6.08190 2.38980 2.31070 2.07400 0.10000 213.10520
2688.18360 8.54130 -0.00190 90.10880 159.03010 83.68840 0.22760 6.14840 2.31650 2.29980 2.01660 0.10000 213.75120
2688.33600 8.56460 -0.00220 89.59320 159.32430 82.33280 0.22810 6.01890 2.30470 2.29670 2.00580 0.10000 214.01530
2688.48840 8.58790 -0.00190 88.92090 159.85890 80.97720 0.22860 5.80120 2.31580 2.29770 2.00660 0.10000 214.27940
2688.64080 8.57000 -0.00180 88.37500 159.68120 79.90300 0.23600 5.58210 2.32870 2.29960 2.00380 0.10000 213.94840
2688.79320 8.57020 -0.00230 88.27760 159.94030 78.92510 0.23660 5.45600 2.34810 2.30070 2.00860 0.10000 213.49380
2688.94560 8.57630 -0.00320 88.68690 160.42330 76.76270 0.23060 5.50340 2.39860 2.30080 2.03990 0.10000 213.32370
2689.09800 8.58730 -0.00380 89.33410 160.04040 75.31720 0.22320 5.69810 2.46520 2.30060 2.08170 0.10000 213.05740
2689.25040 8.56480 -0.00360 89.77240 159.44400 77.56450 0.21490 5.87250 2.48010 2.30150 2.08370 0.10000 212.38980
2689.40280 8.56700 -0.00250 89.63380 159.14790 84.19000 0.20640 5.85310 2.43960 2.30350 2.04810 0.10000 211.66560
2689.55520 8.55500 -0.00130 88.94870 158.71120 85.34230 0.20730 5.65610 2.40990 2.30560 2.02710 0.10000 211.45260
2689.70760 8.54300 -0.00020 88.12480 158.66270 86.49450 0.20830 5.44400 2.40890 2.30800 2.03290 0.10000 211.23960
2689.86000 8.49600 0.00120 87.54480 158.20440 96.54460 0.22700 5.31840 2.46220 2.31400 2.08440 0.10000 209.38510
2690.01240 8.50110 0.00330 87.32430 156.26030 102.63590 0.22330 5.28360 2.60260 2.32700 2.20720 0.10000 207.86710
2690.16480 8.52200 0.00600 87.46390 154.09860 95.18310 0.21480 5.32980 2.81370 2.34540 2.38110 0.10000 206.87450
2690.31720 8.55960 0.00970 87.64080 153.11360 89.16060 0.19760 5.42170 3.02970 2.36360 2.54380 0.10000 206.53630
2690.46960 8.50850 0.01420 87.22280 151.16150 87.94280 0.17740 5.46680 3.20880 2.37610 2.67610 0.10000 206.23580
2690.62200 8.52450 0.01850 85.89590 149.76790 79.62440 0.16600 5.38790 3.26500 2.38280 2.71760 0.10000 205.63320
2690.77440 8.56710 0.02210 83.92090 147.64380 76.21080 0.16510 5.17860 3.39140 2.39150 2.82160 0.10000 205.38510
2690.92680 8.60970 0.02620 82.27010 146.70810 72.79710 0.16420 4.86610 3.98560 2.41060 3.33840 0.10000 205.13700
2691.07920 8.65390 0.03090 82.15050 146.77220 71.75100 0.17400 4.51070 3.94310 2.43560 3.43940 0.10000 205.87380
2691.23160 8.63340 0.03330 83.86230 147.79050 76.75740 0.18400 4.26480 3.68480 2.44680 3.28470 0.10000 206.78350
2691.38400 8.66920 0.03110 86.53560 148.34890 78.58170 0.19270 4.32030 3.66590 2.42990 3.28560 0.10000 207.55180
2691.53640 8.67540 0.02580 88.96080 149.11000 71.63330 0.19960 4.71600 3.39110 2.39370 3.05200 0.10000 208.03630
2691.68880 8.67080 0.01870 90.40670 149.92940 63.13480 0.20400 5.26150 2.81760 2.35630 2.55310 0.10000 208.45880
2691.84120 8.65200 0.01050 90.82050 150.63860 61.56750 0.20180 5.67800 2.50660 2.32810 2.27900 0.10000 208.76670
2691.99360 8.64900 0.00330 90.56200 151.31630 62.44690 0.19710 5.82660 2.47490 2.31260 2.24490 0.10000 208.62520
2692.14600 8.64590 -0.00050 89.87220 152.42320 63.32630 0.19250 5.75440 2.50760 2.31130 2.26890 0.10000 208.48370
2692.29840 8.74150 0.00000 88.77080 152.43530 66.35370 0.18030 5.54020 2.68210 2.32480 2.41030 0.10000 206.73220
2692.45080 8.69010 0.00520 87.48040 151.73100 77.54210 0.18650 5.20510 3.06170 2.35060 2.70720 0.10000 206.11970
2692.60320 8.70470 0.01340 86.43530 152.25870 84.26620 0.19890 4.74890 3.67550 2.37670 3.13460 0.10000 205.48610
2692.75560 8.69450 0.02000 85.97980 153.50920 83.44770 0.21210 4.26450 3.80330 2.38680 3.11640 0.10000 204.85470
2692.90800 8.68950 0.02210 86.10570 155.00670 82.72270 0.22080 3.95970 3.41720 2.37680 2.73160 0.10000 204.46110
2693.06040 8.65060 0.02060 86.32020 155.97010 80.36840 0.22120 3.97530 3.05400 2.35790 2.41990 0.10000 204.42200
2693.21280 8.64390 0.01750 86.15600 157.18590 80.99080 0.21810 4.28330 2.82840 2.34230 2.23530 0.10000 204.60620
2693.36520 8.63730 0.01370 85.72130 158.05680 81.61320 0.21500 4.76010 2.74330 2.33410 2.16660 0.10000 204.79050
2693.51760 8.60190 0.00940 85.62900 159.98860 79.41560 0.20650 5.27810 2.70940 2.33140 2.14480 0.10000 205.52780
2693.67000 8.53680 0.00540 86.44720 160.62060 77.99870 0.21170 5.70360 2.70990 2.33090 2.15310 0.10000 205.89580
2693.82240 8.56830 0.00230 88.07020 161.03650 78.30260 0.22600 5.88930 2.69110 2.32980 2.13920 0.10000 206.39270
2693.97480 8.55680 -0.00020 89.73790 161.66890 80.26290 0.23920 5.80690 2.61010 2.32610 2.07510 0.10000 206.82820
2694.12720 8.55840 -0.00190 90.70080 161.84230 81.95100 0.24440 5.61760 2.48880 2.31910 1.97850 0.10000 207.29520
2694.27960 8.56960 -0.00320 90.80990 161.93330 78.73180 0.24060 5.50650 2.41570 2.31030 1.91860 0.10000 207.62770
2694.43200 8.57230 -0.00420 90.40910 162.10360 77.02940 0.23510 5.53980 2.38450 2.30300 1.89140 0.10000 207.52820
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2717.13960 8.49080 0.00870 86.87330 148.78250 61.25620 0.20240 8.07280 2.16800 2.30670 1.81420 0.10000 227.79960
2717.29200 8.50520 0.00970 84.80360 146.81420 66.30530 0.19450 8.08330 2.31870 2.31470 1.90590 0.10000 226.86830
2717.44440 8.57910 0.01130 81.78930 144.67530 77.68010 0.18540 8.09760 2.49670 2.33380 2.02330 0.10000 225.75580
2717.59680 8.64770 0.01560 79.00270 143.06310 86.62730 0.17750 8.10580 2.99500 2.36730 2.36550 0.10000 224.10620
2717.74920 8.64570 0.02210 77.82840 141.89430 86.92470 0.17360 7.93010 4.52430 2.40550 3.47080 0.10000 222.36480
2717.90160 8.57470 0.02500 78.81390 142.09010 81.61410 0.17620 7.36150 6.49950 2.42290 4.98050 0.10000 221.30860
2718.05400 8.48620 0.01960 81.34620 142.75370 72.53590 0.18460 6.56330 5.80850 2.40230 4.60570 0.10000 221.07710
2718.20640 8.48440 0.01040 84.20510 143.60260 69.65390 0.19150 5.93850 3.93650 2.35970 3.22140 0.10000 220.88400
2718.35880 8.49110 0.00410 86.28310 145.01810 67.18010 0.19240 5.64400 2.79730 2.32400 2.33030 0.10000 220.16980
2718.51120 8.50510 0.00210 87.07750 146.96630 61.05540 0.19180 5.62060 2.47390 2.30760 2.08140 0.10000 219.23530
2718.66360 8.50380 0.00290 86.65890 147.44640 59.66260 0.19190 5.76780 2.60260 2.30810 2.21260 0.10000 218.89240
2718.81600 8.50260 0.00530 85.43020 147.80560 58.26990 0.19210 5.95310 2.65590 2.32120 2.30270 0.10000 218.54950
2718.96840 8.59620 0.00920 83.98010 147.80180 62.09980 0.19060 6.03800 3.15660 2.34650 2.78570 0.10000 217.69140
2719.12080 8.63860 0.01370 82.90970 147.24660 68.13920 0.18650 5.98500 4.15550 2.38020 3.70020 0.10000 216.12350
2719.27320 8.51700 0.01520 82.60230 146.89130 79.45750 0.18530 5.89580 4.41390 2.40850 3.95400 0.10000 213.35120
2719.42560 8.49940 0.01100 82.98190 146.57370 83.35960 0.19120 5.91150 4.16620 2.41800 3.68660 0.10000 213.09790
2719.57800 8.50160 0.00380 83.49440 145.56420 91.91190 0.19800 6.08200 4.28690 2.41010 3.67380 0.10000 212.80600
2719.73040 8.49710 -0.00170 83.45650 144.76970 102.51220 0.20120 6.33540 4.28700 2.39580 3.62060 0.10000 212.35710
2719.88280 8.51490 -0.00460 82.44270 143.52120 106.99460 0.20360 6.54650 3.82560 2.38340 3.29380 0.10000 212.04480
2720.03520 8.52360 -0.00570 80.60760 142.28130 104.37790 0.20560 6.62830 3.40620 2.38070 2.95820 0.10000 211.49980
2720.18760 8.61570 -0.00450 78.71000 141.24930 96.38580 0.20770 6.55980 3.39250 2.39560 2.95460 0.10000 210.33910
2720.34000 8.60880 0.00010 77.66680 140.67260 101.86280 0.21040 6.33640 4.88920 2.43080 4.16780 0.10000 209.23600
2720.49240 8.54610 0.00880 77.93270 139.24420 112.98360 0.21050 5.96610 8.57390 2.47740 7.09140 0.10000 208.97140
2720.64480 8.49550 0.01660 79.20490 139.68440 106.68200 0.20260 5.58860 9.32580 2.50920 7.67950 0.10000 209.40190
2720.79720 8.52810 0.01690 80.79220 139.39870 93.35610 0.19350 5.46130 6.99060 2.50160 5.79270 0.10000 209.98440
2720.94960 8.50740 0.01110 82.03860 139.71770 86.51200 0.19060 5.65320 4.87600 2.46140 4.08230 0.10000 210.46220
2721.10200 8.49090 0.00570 82.72240 141.02900 83.51360 0.19120 5.94710 3.64910 2.41700 3.14050 0.10000 210.66480
2721.25440 8.47440 0.00300 82.99630 142.77320 80.51520 0.19180 6.12960 3.25580 2.38680 2.85520 0.10000 210.86740
2721.40680 8.44400 0.00220 82.99580 144.80390 70.63390 0.19060 6.18540 3.32160 2.37380 2.95510 0.10000 211.05320
2721.55920 8.48700 0.00300 83.03270 146.25290 66.16490 0.18550 6.15360 3.56740 2.37510 3.23850 0.10000 210.70320
2721.71160 8.61270 0.00680 83.57210 147.35730 73.26630 0.18420 5.96500 4.22050 2.38740 3.85910 0.10000 209.39410
2721.86400 8.64260 0.01400 84.92690 148.25390 75.24420 0.19450 5.57800 4.70600 2.40390 4.28330 0.10000 209.74130
2722.01640 8.55350 0.02030 86.89440 150.41240 73.89100 0.20510 5.18710 4.41220 2.41030 3.99880 0.10000 210.82380
2722.16880 8.55460 0.02060 88.68130 150.81530 72.41180 0.21170 5.07850 3.43690 2.39710 3.11540 0.10000 211.78530
2722.32120 8.57730 0.01580 89.46950 151.27030 73.19550 0.21580 5.31220 2.67500 2.37400 2.43240 0.10000 211.86910
2722.47360 8.59250 0.01120 88.94940 151.97500 74.57700 0.21530 5.70100 2.49070 2.35890 2.27020 0.10000 210.94270
2722.62600 8.54200 0.00960 87.55840 152.12470 76.44740 0.20840 6.00850 2.76220 2.35980 2.51880 0.10000 209.40730
2722.77840 8.52770 0.01030 86.16800 152.29550 74.34460 0.20130 6.07870 3.21170 2.37050 2.95510 0.10000 207.66900
2722.93080 8.53170 0.01130 85.44340 151.52180 72.10840 0.19650 5.89750 3.52110 2.38010 3.29850 0.10000 206.09860
2723.08320 8.52160 0.01080 85.54270 151.28560 72.92570 0.19430 5.63340 3.53750 2.38390 3.33460 0.10000 204.99910
2723.23560 8.55440 0.00900 86.17620 150.88860 74.81530 0.19470 5.51250 3.45070 2.38490 3.21920 0.10000 204.32680
2723.38800 8.63880 0.00660 86.71980 150.13600 81.43250 0.19740 5.62000 3.54620 2.38980 3.23020 0.10000 203.57780
2723.54040 8.59560 0.00450 86.45070 148.96640 84.57300 0.20050 5.88820 3.81030 2.40430 3.37090 0.10000 203.10310
2723.69280 8.55240 0.00450 85.08710 148.25780 87.71340 0.20370 6.18910 4.14730 2.43280 3.56300 0.10000 202.62830
2723.84520 8.67290 0.00820 83.09720 148.07250 92.49720 0.21570 6.34530 5.40160 2.47580 4.46150 0.10000 202.04080
2723.99760 8.68920 0.01550 81.39030 146.59100 107.33060 0.23340 6.14880 7.47200 2.52480 6.03890 0.10000 202.02860
2724.15000 8.68600 0.02250 80.49720 144.59560 128.44930 0.26130 5.58780 8.49340 2.56300 6.79690 0.10000 203.24230
2724.30240 8.65480 0.02530 79.79500 142.54470 127.12250 0.25740 4.95310 8.66780 2.57860 6.86170 0.10000 204.88850
2724.45480 8.68160 0.02470 78.12460 141.23900 116.38100 0.24090 4.54640 8.23480 2.57350 6.41900 0.10000 207.14900
2724.60720 8.52390 0.02320 75.51280 140.00630 95.98580 0.21960 4.50220 6.47770 2.55510 4.99820 0.10000 209.63490
2724.75960 8.50120 0.02060 73.76210 138.98890 73.92610 0.19720 4.81090 5.15560 2.53020 4.00560 0.10000 212.33580
2724.91200 8.49820 0.01560 75.01890 139.39000 55.82160 0.17600 5.32610 5.12460 2.50320 4.03610 0.10000 215.54610
2725.06440 8.48520 0.00780 79.65640 141.86710 45.76160 0.16480 5.81470 5.97840 2.47100 4.78600 0.10000 218.94180
2725.21680 8.48590 0.00020 85.56280 144.40630 43.20310 0.16790 6.07940 4.64950 2.42750 3.85010 0.10000 221.53640
2725.36920 8.49700 -0.00370 89.97270 147.29710 44.92580 0.18380 6.07530 2.68680 2.37670 2.30500 0.10000 222.93440
2725.52160 8.51270 -0.00370 91.69130 150.36890 47.71860 0.20100 5.93830 2.05910 2.33130 1.76560 0.10000 223.77790
2725.67400 8.51870 -0.00160 91.23380 152.91750 50.49130 0.20990 5.87360 1.95410 2.30220 1.65670 0.10000 224.61260
2725.82640 8.52830 0.00080 89.75430 155.19590 49.26400 0.21010 5.99800 1.96030 2.29200 1.64040 0.10000 225.17970
2725.97880 8.52830 0.00310 87.98440 155.56780 48.96270 0.20670 6.25160 1.99610 2.30150 1.65610 0.10000 225.21420
2726.13120 8.52820 0.00700 86.29250 156.33220 48.66130 0.20330 6.44060 2.21470 2.33150 1.83980 0.10000 225.24860
2726.28360 8.55820 0.01340 85.33130 156.01350 51.72060 0.19030 6.37090 3.05230 2.37460 2.52490 0.10000 225.23620
2726.43600 8.61240 0.01820 85.66060 155.13620 55.95500 0.17660 6.00770 4.53270 2.40470 3.64090 0.10000 225.49190
2726.58840 8.52030 0.01490 87.10400 154.95830 58.59320 0.17300 5.59440 4.64750 2.39610 3.61130 0.10000 226.21590
2726.74080 8.52220 0.00620 88.86520 155.07070 53.14140 0.19140 5.43010 3.20380 2.35750 2.46870 0.10000 225.99280
2726.89320 8.52250 -0.00060 90.15460 155.15160 49.88250 0.20830 5.54810 2.45260 2.31930 1.88240 0.10000 224.92940
2727.04560 8.51390 -0.00330 90.54750 155.32210 51.11560 0.21140 5.77560 2.20410 2.29820 1.67450 0.10000 223.48620
2727.19800 8.50820 -0.00370 90.04310 154.90750 57.10200 0.20930 5.94910 2.09460 2.29320 1.57780 0.10000 222.36230
2727.35040 8.52170 -0.00340 88.85450 154.15690 63.01730 0.21100 6.04380 2.16920 2.29700 1.63270 0.10000 221.81670
2727.50280 8.53510 -0.00340 87.32140 154.04300 62.76790 0.21460 6.12380 2.42230 2.30340 1.83820 0.10000 221.63120
2727.65520 8.49660 -0.00330 86.14040 153.24610 60.21280 0.21490 6.20250 2.63210 2.30970 2.01340 0.10000 221.55010
2727.80760 8.49890 -0.00250 85.84690 152.01110 63.53290 0.21020 6.20780 2.81200 2.31670 2.12230 0.10000 221.35250
2727.96000 8.50230 -0.00120 86.25840 151.35280 68.04330 0.20600 6.08080 3.07140 2.32460 2.25760 0.10000 220.99710
2728.11240 8.49680 -0.00020 86.69410 150.74580 68.06210 0.20530 5.87100 3.07280 2.33160 2.22060 0.10000 220.65890
2728.26480 8.48810 -0.00040 86.39400 149.60380 64.30370 0.20550 5.71570 2.78410 2.33420 1.99550 0.10000 220.34770
2728.41720 8.48780 -0.00130 85.14160 148.27450 69.54110 0.20470 5.72400 2.58680 2.33240 1.84270 0.10000 220.06640
2728.56960 8.48760 -0.00220 83.43390 147.29840 74.77850 0.20390 5.89190 2.70810 2.32990 1.90810 0.10000 219.78510
2728.72200 8.49610 -0.00260 81.94100 146.21880 86.48250 0.20010 6.11530 3.14890 2.33030 2.17670 0.10000 218.94950
2728.87440 8.49720 -0.00270 80.99210 145.50270 78.68320 0.19630 6.26320 3.55830 2.33370 2.40250 0.10000 218.25920
2729.02680 8.48180 -0.00260 80.43520 144.71960 62.14620 0.19090 6.27000 3.69600 2.33730 2.43740 0.10000 218.04700
2729.17920 8.50720 -0.00210 80.00140 144.91720 61.39440 0.19130 6.20470 3.69410 2.33980 2.39100 0.10000 217.73340
2729.33160 8.52180 -0.00090 79.73540 145.53170 60.18980 0.19270 6.19870 3.73560 2.34180 2.37920 0.10000 217.24760
2729.48400 8.53050 0.00120 80.09970 146.97730 61.12400 0.19710 6.28100 3.88480 2.34400 2.43160 0.10000 217.28430
2729.63640 8.53880 0.00410 81.54440 148.46060 62.85120 0.20510 6.34280 4.11140 2.34350 2.53180 0.10000 217.86250
2729.78880 8.55270 0.00670 83.95690 150.86490 56.75320 0.21200 6.25600 4.12260 2.33460 2.53000 0.10000 218.46230
2729.94120 8.54620 0.00820 86.67420 153.48510 51.35970 0.21520 5.99270 3.59380 2.31410 2.23450 0.10000 218.82540
2730.09360 8.54330 0.00870 88.85800 155.78050 48.36480 0.21490 5.64220 2.82740 2.28730 1.80060 0.10000 218.92200
2730.24600 8.56590 0.00930 90.05710 158.35560 44.90850 0.21350 5.31510 2.34120 2.26530 1.52880 0.10000 219.01170
2730.39840 8.59420 0.01050 90.41840 159.70690 41.50130 0.21350 5.05590 2.23570 2.25520 1.48170 0.10000 219.29650
2730.55080 8.59240 0.01210 90.36520 161.47600 40.90290 0.21610 4.86710 2.23010 2.25550 1.49140 0.10000 219.51560
2730.70320 8.53640 0.01350 90.26110 162.25940 42.14210 0.21900 4.75950 2.21550 2.25880 1.49460 0.10000 219.48290
2730.85560 8.53050 0.01440 90.18240 163.36180 42.31620 0.21880 4.72110 2.19720 2.25920 1.49130 0.10000 219.39810
2731.00800 8.52460 0.01530 90.04830 164.85750 42.49030 0.21860 4.69610 2.19630 2.25630 1.48590 0.10000 219.31330
2731.16040 8.53010 0.01690 89.91890 164.91180 40.58300 0.21420 4.65290 2.20160 2.25350 1.48160 0.10000 218.99000
2731.31280 8.52560 0.01890 90.01150 165.80110 37.87920 0.20920 4.61350 2.22690 2.25420 1.50070 0.10000 218.60020
2731.46520 8.52660 0.02110 90.37330 165.12610 38.71750 0.20660 4.59470 2.27300 2.25960 1.55330 0.10000 218.39540
2731.61760 8.52990 0.02310 90.68060 164.66940 41.02830 0.20680 4.59110 2.27860 2.26830 1.58860 0.10000 217.73720
2731.77000 8.53000 0.02380 90.50450 164.30020 43.40490 0.20900 4.62070 2.22810 2.27600 1.59870 0.10000 216.47580
2731.92240 8.52140 0.02210 89.55720 162.17360 47.73520 0.21460 4.70650 2.17640 2.27950 1.59670 0.10000 215.24960
2732.07480 8.52350 0.01930 87.82830 158.80980 47.20040 0.21300 4.80660 2.15040 2.28070 1.58790 0.10000 214.42030
2732.22720 8.50400 0.01700 85.48750 155.47190 44.95370 0.20020 4.85100 2.11630 2.28380 1.56740 0.10000 213.71630
2732.37960 8.53690 0.01590 82.66450 151.30110 44.93430 0.18750 4.85930 2.07730 2.29130 1.54120 0.10000 212.77240
2732.53200 8.49860 0.01540 79.72490 146.82400 42.17300 0.18090 4.94240 2.15270 2.30630 1.58540 0.10000 211.53090
2732.68440 8.47450 0.01490 77.45970 144.15390 39.51030 0.17940 5.17990 2.59470 2.33320 1.87640 0.10000 210.07740
2732.83680 8.47840 0.01450 76.54120 141.06820 40.56140 0.18190 5.53350 3.68520 2.37080 2.63000 0.10000 208.17280
2732.98920 8.47840 0.01350 76.87200 139.93390 46.73450 0.18590 5.83800 4.91090 2.40600 3.56730 0.10000 205.72130
2733.14160 8.47410 0.01140 77.59500 139.02160 58.16800 0.18560 5.90930 4.21300 2.42270 3.19650 0.10000 203.40150
2733.29400 8.48100 0.00920 77.87600 138.57300 60.80130 0.18230 5.71980 3.41360 2.41830 2.65340 0.10000 202.66630
2733.44640 8.48800 0.00850 77.71150 139.07240 63.43460 0.17900 5.38820 3.56790 2.40540 2.77580 0.10000 201.93110
2733.59880 8.48800 0.00960 77.85690 139.77440 61.85400 0.16970 5.05440 4.48270 2.39670 3.43460 0.10000 200.66500
2733.75120 8.48930 0.01190 78.81530 139.93680 56.79490 0.16380 4.83140 5.25590 2.39550 4.02070 0.10000 198.64040
2733.90360 8.50470 0.01420 80.26370 140.39580 61.75480 0.16720 4.77280 5.14360 2.39810 4.07140 0.10000 194.61760
2734.05600 8.51090 0.01490 81.71690 140.48040 65.83110 0.17420 4.86560 4.55470 2.39960 3.82360 0.10000 193.19760
2734.20840 8.48380 0.01300 83.11620 140.50220 70.46440 0.18030 5.06520 4.18160 2.39870 3.70010 0.10000 191.57630
2734.36080 8.47280 0.01030 84.87500 140.51370 75.00500 0.18510 5.29920 4.17840 2.39930 3.73560 0.10000 189.72310
2734.51320 8.56700 0.00950 87.25100 140.23960 78.46630 0.18830 5.47440 4.24370 2.40710 3.82260 0.10000 187.61200
2734.66560 8.49150 0.01200 89.58030 139.07830 77.83100 0.18790 5.56180 4.80210 2.42230 4.22280 0.10000 185.37130
2734.81800 8.50000 0.01530 90.52940 138.40380 74.04330 0.18690 5.64030 5.11850 2.43740 4.49760 0.10000 183.42750
2734.97040 8.61460 0.01660 89.35440 136.96230 77.95670 0.18630 5.78130 4.53380 2.44760 4.09520 0.10000 181.90950
2735.12280 8.66200 0.01730 86.70370 136.25900 91.70670 0.18910 5.89800 4.59700 2.46040 4.13660 0.10000 180.73270
2735.27520 8.62040 0.02110 84.24490 135.77310 103.14930 0.19130 5.75170 6.04720 2.48360 5.28500 0.10000 180.11360
2735.42760 8.62840 0.02790 83.83100 134.87020 101.80690 0.19160 5.19540 8.35240 2.51090 7.24850 0.10000 179.95070
2735.58000 8.83850 0.03340 85.63230 134.96460 97.58070 0.18850 4.44630 9.50990 2.52730 8.34800 0.10000 179.68150
2735.73240 8.79180 0.03550 88.02140 135.53340 96.11860 0.18720 3.88580 8.25750 2.52880 7.39100 0.10000 179.48020
2735.88480 8.74510 0.03640 89.58090 135.97890 94.65660 0.18590 3.66790 7.42460 2.52500 6.73500 0.10000 179.27890
2736.03720 8.74970 0.03810 90.07120 136.27530 95.16070 0.18810 3.70910 8.09810 2.52490 7.35010 0.10000 179.37640
2736.18960 8.66820 0.04020 90.34390 138.90650 94.58800 0.19310 3.83100 8.69070 2.52730 7.88310 0.10000 180.12780
2736.34200 8.88650 0.04180 90.84030 142.17000 91.56480 0.19450 3.87590 8.30320 2.52300 7.54450 0.10000 182.42320
2736.49440 9.07340 0.04280 90.45820 145.47360 81.49220 0.19060 3.83420 6.53920 2.50550 6.00250 0.10000 183.75500
2736.64680 8.96110 0.04440 87.87410 149.10050 77.08560 0.18230 3.82670 4.84150 2.48290 4.53810 0.10000 184.81500
2736.79920 8.90480 0.04700 83.70030 151.26310 74.42080 0.17330 3.93700 4.13130 2.47160 3.94010 0.10000 185.72530
2736.95160 8.80550 0.04970 80.29630 152.57620 77.34860 0.17000 4.13880 4.27960 2.47950 4.11090 0.10000 186.89070
2737.10400 8.89700 0.05120 79.58300 155.17500 78.98350 0.17370 4.29770 4.77130 2.49640 4.60690 0.10000 188.11420
2737.25640 8.90820 0.05090 81.61260 154.62320 78.44920 0.18300 4.23540 4.94860 2.50300 4.82480 0.10000 189.12910
2737.40880 9.02360 0.04970 84.51830 154.71240 79.58520 0.19340 3.94110 4.40590 2.49220 4.39200 0.10000 189.95850
2737.56120 9.09390 0.05000 86.60740 153.39910 81.76540 0.19930 3.60320 3.94600 2.47490 3.97650 0.10000 190.61840
2737.71360 8.92400 0.05180 87.88280 151.91200 83.35070 0.20040 3.38860 3.89300 2.46300 3.86240 0.10000 191.23350
2737.86600 8.69000 0.05320 88.96360 150.83140 82.08920 0.19910 3.36820 3.94340 2.45890 3.81790 0.10000 192.21240
2738.01840 8.67710 0.05250 90.44640 149.34400 82.72480 0.19750 3.53390 4.17600 2.45900 3.89430 0.10000 193.62700
2738.17080 8.64340 0.04980 92.18430 148.19030 84.68900 0.19740 3.79250 4.69830 2.46250 4.24560 0.10000 194.31780
2738.32320 8.60970 0.04520 93.39990 147.45770 86.65330 0.19730 4.03670 5.28140 2.46870 4.72480 0.10000 195.00870
2738.47560 8.60850 0.03810 93.94740 146.92530 90.78340 0.19880 4.27550 5.55070 2.47220 4.97370 0.10000 195.87760
2738.62800 8.61270 0.02810 94.00060 147.20980 95.46860 0.20040 4.63460 5.47100 2.46460 4.93290 0.10000 196.28080
2738.78040 8.49510 0.01670 93.65270 147.09870 84.38220 0.20110 5.20450 4.70520 2.44500 4.33070 0.10000 197.39130
2738.93280 8.49700 0.00730 92.72980 146.79410 81.19680 0.19770 5.90400 3.85570 2.42290 3.68430 0.10000 198.46670
2739.08520 8.47620 0.00100 90.67350 146.12220 77.59870 0.19170 6.51280 3.44190 2.40740 3.32960 0.10000 199.33660
2739.23760 8.50300 -0.00350 87.10860 145.20920 76.03030 0.18270 6.88550 3.20980 2.39980 3.07910 0.10000 199.68640
2739.39000 8.57700 -0.00750 82.82670 143.86080 74.95250 0.17360 7.09980 3.32200 2.39930 3.19670 0.10000 199.72070
2739.54240 8.53250 -0.00930 79.44690 142.35880 73.67690 0.17030 7.26960 3.81680 2.40760 3.69170 0.10000 199.58910
2739.69480 8.53470 -0.00700 77.92850 140.45800 67.65950 0.16790 7.32430 4.47360 2.42330 4.21740 0.10000 199.01460
2739.84720 8.57570 -0.00190 78.13550 138.37700 59.02040 0.16200 7.17780 4.98590 2.43710 4.59540 0.10000 198.13740
2739.99960 8.51800 0.00450 78.83340 137.16960 55.46160 0.15630 6.92240 5.28250 2.44380 4.76730 0.10000 197.53760
2740.15200 8.51920 0.01120 78.77530 135.72340 56.96830 0.15290 6.60810 5.18740 2.44790 4.61880 0.10000 197.25910
2740.30440 8.56420 0.01810 77.88180 135.26120 58.17050 0.14560 6.09250 5.14640 2.45610 4.56340 0.10000 196.74370
2740.45680 8.56500 0.02630 76.76920 133.43810 56.59620 0.13560 5.29700 5.65650 2.46940 5.01490 0.10000 195.88360
2740.60920 8.55760 0.03430 76.05670 131.80540 56.56330 0.13280 4.43810 6.70140 2.48140 5.93400 0.10000 195.68800
2740.76160 8.55010 0.03840 76.01040 131.08680 56.53050 0.13000 3.86320 7.48370 2.48500 6.61450 0.10000 195.49240
2740.91400 8.69150 0.03630 76.38310 130.03760 59.84600 0.13040 3.76430 7.68390 2.47930 6.79570 0.10000 195.95990
2741.06640 8.56500 0.03000 76.74670 128.76120 60.96490 0.13340 4.13660 7.35980 2.46960 6.54890 0.10000 196.67810
2741.21880 8.46560 0.02310 76.87810 129.37430 61.94680 0.13720 4.81980 6.36460 2.46320 5.70100 0.10000 197.38480
2741.37120 8.45530 0.01820 76.80900 128.66000 57.80440 0.13580 5.49580 5.48720 2.46610 4.91370 0.10000 198.21910
2741.52360 8.42510 0.01630 76.76910 129.99670 54.32220 0.13290 5.85270 5.76600 2.47960 5.11340 0.10000 199.20700
2741.67600 8.42650 0.01710 76.88910 131.07390 54.19020 0.13420 5.85430 7.45020 2.49590 6.47950 0.10000 199.74940
2741.82840 8.44570 0.01910 77.10140 133.02940 60.07050 0.14300 5.69290 7.81310 2.50420 6.74690 0.10000 199.98480
2741.98080 8.46100 0.02070 77.32460 135.60220 65.90210 0.15490 5.49830 6.06530 2.50110 5.32810 0.10000 200.24320
2742.13320 8.49420 0.02030 77.63880 136.97720 63.58780 0.16340 5.31500 5.14820 2.49080 4.62380 0.10000 200.45370
2742.28560 8.47320 0.01620 78.27930 137.70850 68.65530 0.17160 5.24640 5.01320 2.47670 4.54590 0.10000 200.54840
2742.43800 8.48000 0.00870 79.33560 139.76200 79.14290 0.18000 5.41660 4.73430 2.46020 4.34830 0.10000 200.73660
2742.59040 8.47100 0.00030 80.60340 141.11110 79.48610 0.18200 5.87260 4.14700 2.44440 3.97400 0.10000 200.84890
2742.74280 8.54540 -0.00610 81.72420 142.23500 75.82930 0.17790 6.55120 3.72040 2.43250 3.72830 0.10000 200.61110
2742.89520 8.52080 -0.01020 82.52620 143.64900 74.55590 0.17540 7.26610 3.57280 2.42460 3.64730 0.10000 200.15530
2743.04760 8.50410 -0.01180 83.14010 144.34040 73.92310 0.17620 7.78340 3.55630 2.41970 3.65460 0.10000 199.93990
2743.20000 8.48740 -0.01180 83.69850 144.33640 73.29020 0.17710 8.01480 3.58010 2.41700 3.67860 0.10000 199.72460
2743.35240 8.50770 -0.01180 84.03780 143.52820 73.84300 0.18250 8.05080 3.57110 2.41570 3.64910 0.10000 199.15180
2743.50480 8.53240 -0.01210 83.68200 142.32890 77.03920 0.18630 7.98260 3.57260 2.41570 3.59120 0.10000 198.18080
2743.65720 8.62220 -0.01160 82.19420 140.23770 76.13620 0.17690 7.81400 3.62800 2.41880 3.54210 0.10000 196.05940
2743.80960 8.68810 -0.00830 79.79070 137.54210 75.23590 0.16700 7.51900 3.65090 2.43090 3.54540 0.10000 195.02270
2743.96200 8.64280 -0.00070 77.50670 134.97090 74.01070 0.15880 7.06260 3.94100 2.45740 3.78080 0.10000 193.70070
2744.11440 8.61930 0.01340 76.47290 131.79550 75.31000 0.15260 6.39130 5.19410 2.49670 4.75540 0.10000 192.43030
2744.26680 8.71860 0.02940 76.77570 129.67730 76.51630 0.14850 5.54860 7.43200 2.53220 6.64460 0.10000 191.40640
2744.41920 8.68760 0.03880 77.09690 127.70840 76.54610 0.14700 4.76720 8.68210 2.54700 7.82060 0.10000 190.64040
2744.57160 8.68130 0.04120 75.87700 126.40150 78.88660 0.14680 4.25760 7.06910 2.54760 6.52150 0.10000 190.34300
2744.72400 8.54470 0.04170 72.95850 125.13290 77.78380 0.14440 4.01620 5.56430 2.55430 5.23660 0.10000 190.36360
2744.87640 8.53790 0.04250 69.91080 124.68410 73.79930 0.14300 3.92600 5.78560 2.57630 5.44500 0.10000 190.47860
2745.02880 8.55910 0.04360 68.46680 124.79570 71.66560 0.14510 3.89790 7.64010 2.60550 7.12330 0.10000 190.72450
2745.18120 8.59750 0.04560 68.97250 126.05000 70.26370 0.14800 3.88910 11.01280 2.62610 10.15400 0.10000 190.91750
2745.33360 8.59710 0.04820 70.42260 126.65910 70.28440 0.14650 3.86340 11.69190 2.62600 10.74750 0.10000 190.94520
2745.48600 8.57600 0.05000 71.75770 128.48740 70.10740 0.14380 3.80700 8.37570 2.60730 7.76840 0.10000 191.21080
2745.63840 8.55490 0.04990 73.05060 129.39450 69.93040 0.14110 3.75240 6.81180 2.58290 6.35050 0.10000 191.47640
2745.79080 8.58800 0.04850 75.06630 132.50360 69.30610 0.13560 3.73580 7.55560 2.56190 7.00850 0.10000 192.78420
2745.94320 8.59620 0.04740 78.00330 134.83040 70.56690 0.13480 3.75730 8.64770 2.54400 7.98330 0.10000 194.02630
2746.09560 8.81620 0.04820 81.09400 137.59430 71.29190 0.15710 3.78200 8.63620 2.52520 7.97110 0.10000 195.64110
2746.24800 8.88360 0.05020 83.24580 140.26730 69.63540 0.17510 3.79640 6.85130 2.50410 6.36820 0.10000 196.56750
2746.40040 8.74550 0.05150 83.95710 142.25420 71.38030 0.18690 3.84810 4.85640 2.48410 4.59840 0.10000 197.16150
2746.55280 8.69410 0.05180 83.57580 144.72830 78.67850 0.18850 3.97830 4.03520 2.47210 3.86760 0.10000 197.59380
2746.70520 8.71800 0.05260 82.79090 145.11930 78.64030 0.18600 4.13560 3.81900 2.47240 3.66690 0.10000 198.21980
2746.85760 8.86700 0.05400 82.11810 146.57170 78.51610 0.18580 4.21980 4.09270 2.47960 3.91360 0.10000 198.96830
2747.01000 8.78480 0.05390 81.84280 146.53110 80.72160 0.18660 4.22490 4.58510 2.48320 4.34800 0.10000 199.60710
2747.16240 8.64080 0.05080 82.02520 146.59160 79.22780 0.18770 4.24900 4.47450 2.47950 4.26410 0.10000 199.84520
2747.31480 8.80420 0.04660 82.46000 146.33990 81.56410 0.18820 4.32080 4.01400 2.47460 3.89730 0.10000 199.58470
2747.46720 8.83190 0.04360 82.87830 146.44390 82.05880 0.18940 4.34120 4.18010 2.47230 3.96490 0.10000 199.17900
2747.61960 8.73120 0.04190 83.07060 146.30750 80.05340 0.18930 4.24430 4.61610 2.46930 4.21860 0.10000 199.24620
2747.77200 8.80580 0.04050 82.99650 146.20220 77.94350 0.18830 4.13190 4.70470 2.46190 4.23180 0.10000 199.73590
2747.92440 8.82940 0.03910 82.90250 146.17670 73.76740 0.18770 4.15990 4.77480 2.45220 4.26510 0.10000 200.30400
2748.07680 8.83960 0.03820 83.12670 145.88560 73.70680 0.18900 4.37130 4.78970 2.44390 4.26490 0.10000 200.74520
2748.22920 8.80500 0.03740 83.81110 146.58500 75.25730 0.19050 4.69020 4.55880 2.43880 4.05270 0.10000 200.80420
2748.38160 8.77050 0.03630 84.89570 146.89610 76.80780 0.19200 5.00740 4.28020 2.43670 3.81920 0.10000 200.86320
2748.53400 8.64620 0.03520 86.15190 146.74640 76.45080 0.20110 5.25590 4.03700 2.43690 3.68330 0.10000 200.47920
2748.68640 8.57420 0.03400 87.18900 146.59010 77.18290 0.20480 5.46180 3.86290 2.43780 3.60910 0.10000 200.99240
2748.83880 8.55560 0.03090 87.64530 145.87200 74.36410 0.20700 5.71240 4.00370 2.43580 3.72620 0.10000 201.62150
2748.99120 8.56980 0.02440 87.26270 144.88680 68.45480 0.20470 6.04440 4.53980 2.42600 4.11410 0.10000 202.02070
2749.14360 8.56790 0.01520 85.90910 144.35660 63.05590 0.19690 6.39340 4.72470 2.40820 4.27570 0.10000 202.38660
2749.29600 8.58050 0.00650 83.73150 142.76150 61.73600 0.18520 6.66820 4.08650 2.39020 3.83150 0.10000 202.42840
2749.44840 8.60810 0.00030 81.39090 142.32850 62.64980 0.17950 6.83970 3.62490 2.38140 3.49860 0.10000 202.28750
2749.60080 8.63560 -0.00350 79.85350 141.03770 63.56350 0.17370 6.95720 3.76250 2.38460 3.59710 0.10000 202.14670
2749.75320 8.58650 -0.00550 79.73080 140.31180 70.95580 0.17240 7.08380 4.16440 2.39630 3.84300 0.10000 202.24130
2749.90560 8.67950 -0.00530 80.76900 140.08770 89.36240 0.19080 7.18850 4.53070 2.41310 4.05360 0.10000 201.79930
2750.05800 8.63290 -0.00170 81.88990 139.43850 109.10630 0.20910 7.11720 4.53050 2.43390 4.03630 0.10000 201.25280
2750.21040 8.67400 0.00600 82.03240 139.38390 111.90880 0.21300 6.72870 4.55340 2.45870 4.05400 0.10000 201.10050
2750.36280 8.70240 0.01540 81.09930 139.49750 104.86500 0.20640 6.08960 5.81030 2.48150 5.05350 0.10000 200.99390
2750.51520 8.62800 0.02010 79.91590 139.58580 102.33570 0.20260 5.48170 7.46970 2.49040 6.46990 0.10000 201.00120
2750.66760 8.59870 0.01790 79.33340 140.13660 101.49210 0.20180 5.17180 7.32120 2.48250 6.43410 0.10000 201.31860
2750.82000 8.56950 0.01330 79.65840 140.79470 100.64840 0.20100 5.16360 5.92530 2.46660 5.29320 0.10000 201.63600
2750.97240 8.55660 0.00960 80.62980 142.05440 96.32970 0.20040 5.32900 5.00600 2.44810 4.51830 0.10000 203.43840
2751.12480 8.56880 0.00720 81.65430 143.32860 91.47400 0.20170 5.52320 4.82060 2.42800 4.38610 0.10000 203.46930
2751.27720 8.62770 0.00620 82.27780 144.32590 92.82410 0.20500 5.65290 4.48560 2.41340 4.12700 0.10000 203.38110
2751.42960 8.62010 0.00800 82.49190 145.44800 93.63520 0.20590 5.68700 3.78110 2.41580 3.57280 0.10000 203.87390
2751.58200 8.57510 0.01380 82.57130 145.79910 91.62510 0.20000 5.57040 3.59880 2.43640 3.49970 0.10000 204.79500
2751.73440 8.53200 0.02140 82.78270 145.55300 83.13780 0.19370 5.26000 4.29320 2.45790 4.24420 0.10000 205.25050
2751.88680 8.52190 0.02450 83.12270 145.34370 78.42240 0.19300 4.93080 4.63810 2.45950 4.65650 0.10000 205.00380
2752.03920 8.51180 0.02080 83.26900 144.64550 73.70710 0.19240 4.84350 4.02170 2.44330 4.09120 0.10000 204.75700
2752.19160 8.49700 0.01440 83.00590 144.57910 68.98110 0.18970 5.03400 3.53230 2.42830 3.60100 0.10000 202.24760
2752.34400 8.50090 0.00980 82.56880 143.95620 71.68980 0.18790 5.32670 3.55210 2.42740 3.58610 0.10000 200.67980
2752.49640 8.56950 0.00910 82.49500 143.61730 91.84320 0.19080 5.51940 3.88330 2.44380 3.85890 0.10000 198.66440
2752.64880 8.57720 0.01250 83.04350 143.40440 108.72910 0.19980 5.49580 4.18740 2.47650 4.09230 0.10000 196.24700
2752.80120 8.54940 0.01900 83.75950 143.22610 123.81880 0.21540 5.20050 4.74980 2.51990 4.57710 0.10000 193.84540
2752.95360 8.55790 0.02650 83.88090 143.73860 133.06970 0.23210 4.66910 6.32060 2.56170 6.04160 0.10000 191.78930
2753.10600 8.55750 0.03220 83.09720 143.70600 131.50800 0.23640 4.11300 7.64960 2.59010 7.36320 0.10000 190.97290
2753.25840 8.55710 0.03460 81.68530 143.86940 129.94630 0.24070 3.79400 7.69260 2.60130 7.49180 0.10000 190.15650
2753.41080 8.58770 0.03390 80.27480 143.76620 123.18960 0.23360 3.75810 7.36820 2.60000 7.26750 0.10000 188.20540
2753.56320 8.60420 0.03180 79.42250 143.49650 126.46240 0.22870 3.86690 7.46450 2.59340 7.44980 0.10000 187.70630
2753.71560 8.63370 0.03000 79.16060 143.06090 128.08830 0.22790 3.91910 7.66640 2.58940 7.71210 0.10000 187.45630
2753.86800 8.61630 0.03010 79.21380 142.40410 127.05350 0.23000 3.81590 7.39920 2.59190 7.49150 0.10000 187.33890
2754.02040 8.59970 0.03190 79.31910 141.56250 126.69190 0.22930 3.62370 7.07260 2.59900 7.20710 0.10000 187.04500
2754.17280 8.59880 0.03500 79.36080 140.65780 123.84950 0.22630 3.47570 7.00180 2.60600 7.16260 0.10000 186.90320
2754.32520 8.60120 0.03760 79.50640 139.55410 120.98630 0.22400 3.45560 7.12580 2.60830 7.29680 0.10000 187.09450
2754.47760 8.60360 0.03750 80.05680 139.30570 118.12310 0.22170 3.56330 7.64090 2.60260 7.80290 0.10000 187.28580
2754.63000 8.62260 0.03420 80.96700 138.61780 103.90450 0.21070 3.72810 8.17390 2.58720 8.29910 0.10000 189.34150
2754.78240 8.69280 0.03010 81.74100 138.27310 92.16960 0.20260 3.83680 7.91690 2.56520 7.98220 0.10000 190.80110
2754.93480 8.75380 0.02870 81.91670 137.90750 82.40800 0.19520 3.81050 7.10880 2.54360 7.12360 0.10000 191.99220
2755.08720 8.76530 0.03070 81.38440 138.21100 80.65010 0.19150 3.68790 6.45720 2.52860 6.46670 0.10000 192.57970
2755.23960 8.67460 0.03430 80.57510 138.52100 86.38000 0.19360 3.58070 6.25730 2.52230 6.27650 0.10000 192.94530
2755.39200 8.63380 0.03730 80.19780 138.90970 93.57830 0.19740 3.55870 6.19970 2.52410 6.21380 0.10000 193.76850
2755.54440 8.64240 0.03820 80.55770 139.04920 98.18130 0.19920 3.62810 6.19930 2.52770 6.19170 0.10000 194.50680
2755.69680 8.65100 0.03620 81.42990 139.77510 102.78420 0.20100 3.78620 6.50870 2.52230 6.46060 0.10000 195.24510
2755.84920 8.57030 0.03190 82.26190 140.31280 87.27010 0.20250 4.03750 6.52510 2.50380 6.38940 0.10000 198.45860
2756.00160 8.69300 0.02850 82.50020 140.84190 83.83470 0.20160 4.33890 5.19810 2.48380 5.04740 0.10000 200.32720
2756.15400 8.77480 0.02920 81.98080 140.45070 84.20370 0.19780 4.56260 4.19600 2.47700 4.07620 0.10000 202.31740
2756.30640 8.77680 0.03360 81.03750 140.82790 84.59930 0.19090 4.57540 4.32390 2.48480 4.17120 0.10000 203.76740
2756.45880 8.70670 0.03740 80.33070 140.91380 81.15530 0.18780 4.43770 5.12940 2.49420 4.84820 0.10000 204.47650
2756.61120 8.78610 0.03410 80.49480 141.02800 79.38700 0.18770 4.43410 5.65770 2.48890 5.25920 0.10000 204.90620
2756.76360 8.74740 0.02240 81.66710 141.55830 78.05030 0.18750 4.76160 6.07900 2.46560 5.58470 0.10000 205.27250
2756.91600 8.70870 0.00770 83.22600 142.46680 76.71370 0.18730 5.30940 6.20430 2.43620 5.61440 0.10000 205.63880
2757.06840 8.61760 -0.00260 84.34380 143.38630 65.88560 0.19040 5.81870 5.39140 2.41480 4.84190 0.10000 208.08500
2757.22080 8.61070 -0.00690 84.62930 144.80790 72.21500 0.19060 6.14710 4.39890 2.40450 4.00830 0.10000 208.95580
2757.37320 8.63620 -0.00520 84.26310 145.73060 77.44250 0.18970 6.27150 4.01070 2.40210 3.69310 0.10000 209.19640
2757.52560 8.58950 0.00120 83.83000 146.41890 75.67680 0.19210 6.19570 3.92910 2.40310 3.60230 0.10000 209.08410
2757.67800 8.56170 0.00950 83.69690 146.79120 69.74440 0.19580 6.01070 3.85260 2.40470 3.54550 0.10000 208.93380
2757.83040 8.56890 0.01390 83.71600 146.92020 66.25600 0.19690 5.86930 3.94160 2.40180 3.57530 0.10000 208.71170
2757.98280 8.55040 0.01220 83.61280 146.51580 67.27880 0.19740 5.83440 3.74130 2.39300 3.40240 0.10000 208.60190
2758.13520 8.53190 0.00720 83.33000 146.41550 68.30170 0.19780 5.86820 3.47540 2.38350 3.17530 0.10000 208.49210
2758.28760 8.61600 0.00300 82.98240 146.86730 73.53400 0.19750 5.92800 3.45110 2.37930 3.12210 0.10000 209.45610
2758.44000 8.51110 0.00130 82.63600 145.98570 72.76700 0.19700 5.99410 3.85770 2.38210 3.42250 0.10000 209.70560
2758.59240 8.54240 0.00100 82.39200 146.02500 71.72210 0.19680 6.06800 4.12200 2.38960 3.59010 0.10000 209.30760
2758.74480 8.55070 -0.00060 82.70760 145.79690 69.98970 0.19660 6.21400 3.82920 2.39740 3.38210 0.10000 208.94840
2758.89720 8.55780 -0.00500 84.13640 145.12640 69.33880 0.19650 6.52970 3.81770 2.40090 3.33400 0.10000 209.20160
2759.04960 8.54900 -0.01150 86.34490 143.77370 69.55500 0.19460 7.00980 4.24550 2.40010 3.54540 0.10000 209.87130
2759.20200 8.53390 -0.01610 87.73150 142.29080 70.33010 0.19240 7.49130 4.24030 2.40310 3.47880 0.10000 210.17330
2759.35440 8.51880 -0.01500 86.54740 140.92180 71.10530 0.19020 7.78770 3.94940 2.42100 3.21390 0.10000 210.47540
2759.50680 8.67840 -0.00730 82.69080 139.22760 72.37000 0.17840 7.79980 3.90550 2.45570 3.14080 0.10000 210.74270
2759.65920 8.61800 0.00350 78.41030 138.32660 72.24220 0.17000 7.45350 4.70800 2.49190 3.66390 0.10000 211.44720
2759.81160 8.60890 0.01130 76.54000 137.91940 71.13760 0.16240 6.74010 8.53990 2.50270 6.16600 0.10000 213.01130
2759.96400 8.51520 0.00990 77.96820 138.80370 68.00400 0.16150 5.91690 12.08830 2.47190 8.31690 0.10000 214.93410
2760.11640 8.58180 0.00480 81.24450 139.90310 64.76090 0.17380 5.33390 9.55680 2.41850 6.52960 0.10000 216.93770
2760.26880 8.59810 0.00240 84.11570 142.29100 63.83250 0.19360 5.09950 5.95750 2.37110 4.19260 0.10000 218.95630
2760.42120 8.61190 0.00330 85.26540 144.64610 64.57610 0.20040 5.10670 4.48730 2.34210 3.22720 0.10000 219.78520
2760.57360 8.62560 0.00490 84.92070 146.58740 65.31960 0.20720 5.20040 3.86290 2.32850 2.79660 0.10000 220.61420
2760.72600 8.66690 0.00580 84.06210 148.81760 66.30500 0.21100 5.29260 3.48300 2.32260 2.54140 0.10000 221.48550
2760.87840 8.72680 0.00620 83.42570 150.25770 66.80350 0.21260 5.37000 3.33970 2.31870 2.46180 0.10000 221.77170
2761.03080 8.69850 0.00670 83.32960 151.62390 68.51530 0.21680 5.42160 3.33870 2.31410 2.48460 0.10000 222.77750
2761.18320 8.65440 0.00750 83.79330 152.40460 70.02700 0.22030 5.42320 3.35870 2.30810 2.50300 0.10000 223.85610
2761.33560 8.62600 0.00880 84.43590 152.92150 66.88950 0.22150 5.36640 3.28120 2.30090 2.41070 0.10000 224.56210
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2761.64040 8.58500 0.01070 84.69080 152.68890 66.90370 0.21780 5.07040 2.65710 2.28990 1.88300 0.10000 225.01050
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2767.12680 8.50480 0.00410 80.22460 140.73280 93.90900 0.18990 5.58700 3.32690 2.34100 2.39620 0.10000 198.58490
2767.27920 8.50980 0.00610 80.36900 139.01550 92.52860 0.18310 5.57410 3.49990 2.34840 2.54050 0.10000 198.12120
2767.43160 8.49980 0.00740 80.64570 136.92680 92.15160 0.17820 5.47950 3.74970 2.35550 2.75470 0.10000 197.92470
2767.58400 8.45920 0.00770 80.47220 134.46400 93.23440 0.17730 5.31430 4.12910 2.36300 3.08730 0.10000 197.27330
2767.73640 8.45870 0.00810 79.67380 133.00400 95.74980 0.17990 5.12400 4.36610 2.37340 3.30300 0.10000 196.64640
2767.88880 8.45810 0.01040 78.78010 130.91990 98.26530 0.18250 4.99360 4.60320 2.38710 3.51880 0.10000 196.01950
2768.04120 8.45060 0.01490 78.39240 129.21440 92.27580 0.18750 4.94710 4.33370 2.40020 3.51850 0.10000 193.17450
2768.19360 8.42370 0.02030 78.46380 126.75540 80.23190 0.15530 4.88980 3.72410 2.40730 3.12280 0.10000 192.13050
2768.34600 8.41280 0.02440 78.22920 124.24660 71.23950 0.12210 4.69950 3.56720 2.40720 3.05730 0.10000 190.99820
2768.49840 8.43220 0.02580 77.01780 121.42030 58.87400 0.10650 4.35970 4.27060 2.40520 3.63790 0.10000 189.37600
2768.65080 8.43350 0.02530 75.09800 119.07530 45.09990 0.10220 3.97010 6.75730 2.40860 5.54760 0.10000 187.35610
2768.80320 8.42040 0.02450 73.50590 117.30960 38.17110 0.09900 3.65580 10.00770 2.42090 8.13000 0.10000 185.36580
2768.95560 8.42470 0.02540 72.96150 116.08820 38.05800 0.09690 3.48430 11.12930 2.43950 9.06210 0.10000 184.54340
2769.10800 8.42900 0.02810 73.25270 115.15610 37.94480 0.09480 3.44280 12.25100 2.45880 9.99420 0.10000 183.72110
2769.26040 8.42370 0.03140 73.69600 115.21850 52.47140 0.09820 3.47660 14.79650 2.47490 12.19920 0.10000 180.11040
2769.41280 8.41780 0.03420 73.63430 116.66600 53.69990 0.10840 3.53820 15.54470 2.48740 12.87200 0.10000 178.18380
2769.56520 8.51320 0.03620 72.74570 118.32960 56.16860 0.11700 3.58550 16.50580 2.49840 13.88010 0.10000 176.72940
2769.71760 8.62190 0.03790 71.28070 120.28010 68.28930 0.12330 3.56130 16.52220 2.50970 14.46910 0.10000 175.60350
2769.87000 8.57550 0.03980 69.81130 121.81540 80.43830 0.13950 3.43380 13.78330 2.52140 12.84760 0.10000 174.55200
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2770.17480 8.61660 0.04320 69.39380 126.35560 83.82110 0.18650 3.05970 13.36520 2.54840 13.08050 0.10000 173.16420
2770.32720 8.63890 0.04370 71.26810 128.75580 88.04980 0.20250 2.98350 14.51350 2.56820 14.31290 0.10000 172.72780
2770.47960 8.75150 0.04270 74.17490 130.13400 111.03480 0.22850 3.07330 13.17570 2.58850 13.89040 0.10000 171.75160
2770.63200 8.68670 0.04020 77.28190 133.59140 116.28250 0.23890 3.29190 11.11330 2.60060 11.95800 0.10000 171.44350
2770.78440 8.70080 0.03740 79.83110 136.69440 121.60690 0.24880 3.49930 9.20770 2.60300 10.14470 0.10000 171.22140
2770.93680 8.70470 0.03590 81.70440 139.12230 125.33360 0.25300 3.60790 7.96220 2.60190 8.89810 0.10000 171.50790
2771.08920 8.68640 0.03530 83.21090 141.29420 128.82680 0.25230 3.64550 7.44650 2.60150 8.37600 0.10000 172.14800
2771.24160 8.68730 0.03440 84.51830 141.81350 131.17080 0.24900 3.65680 7.16700 2.60100 8.11220 0.10000 172.57110
2771.39400 8.68340 0.03240 85.19230 142.72460 130.69720 0.24800 3.65860 7.14770 2.59950 8.10380 0.10000 172.74030
2771.54640 8.67950 0.03000 84.59870 142.41650 130.22370 0.24700 3.65890 7.12830 2.59880 8.09540 0.10000 172.90950
2771.69880 8.69060 0.02870 82.74320 141.65100 118.18610 0.24590 3.66290 8.69090 2.60150 9.75140 0.10000 173.69240
2771.85120 8.68880 0.02950 80.46890 140.86610 121.87100 0.24480 3.67110 9.27560 2.60820 10.35090 0.10000 174.19700
2772.00360 8.70350 0.03220 79.12390 140.41100 126.88860 0.24550 3.66300 9.06400 2.61680 10.08440 0.10000 175.14570
2772.15600 8.69790 0.03580 79.40070 140.39630 125.08790 0.24850 3.58780 8.43130 2.62450 9.36100 0.10000 176.10060
2772.30840 8.78630 0.03940 81.05700 140.35560 121.25100 0.25020 3.42690 7.96410 2.62980 8.81720 0.10000 176.82240
2772.46080 8.71960 0.04200 83.18290 140.69640 118.00850 0.24970 3.25740 7.89360 2.63290 8.69870 0.10000 177.54620
2772.61320 8.69590 0.04240 84.39680 140.81990 119.18870 0.24890 3.19730 7.85600 2.63300 8.64400 0.10000 177.91800
2772.76560 8.67220 0.04020 83.78160 141.44760 120.36890 0.24810 3.28650 7.81830 2.62820 8.58920 0.10000 178.28990
2772.91800 8.69930 0.03660 81.32270 142.90220 121.89100 0.23500 3.43910 7.34340 2.61880 8.06040 0.10000 179.83890
2773.07040 8.83850 0.03320 77.93480 142.98010 110.89640 0.22120 3.53340 7.76590 2.60920 8.49020 0.10000 180.16350
2773.22280 9.00310 0.03080 74.98560 140.84850 104.44200 0.20890 3.55150 8.65390 2.60370 9.39430 0.10000 180.02600
2773.37520 9.16270 0.02960 73.35600 138.06810 99.92280 0.20320 3.56620 8.93720 2.60210 9.65100 0.10000 180.02790
2773.52760 9.08110 0.02960 73.03820 135.69770 99.01550 0.20270 3.62510 8.67960 2.60170 9.34260 0.10000 180.38970
2773.68000 9.02430 0.03150 73.71810 135.02180 95.08160 0.21290 3.70980 8.97220 2.60140 9.57940 0.10000 180.75950
2773.83240 9.02970 0.03490 75.31880 133.78520 91.99110 0.21730 3.76480 9.62330 2.60230 10.18960 0.10000 180.91970
2773.98480 9.03510 0.03910 77.59940 130.83970 88.90070 0.22170 3.73430 10.27440 2.60600 10.79990 0.10000 181.07990
2774.13720 8.87220 0.04300 79.77270 130.43440 107.17720 0.22580 3.61670 10.15930 2.61180 10.59020 0.10000 181.63940
2774.28960 8.89510 0.04590 80.77620 131.07780 108.45000 0.21200 3.49250 9.28790 2.61680 9.73110 0.10000 182.01950
2774.44200 9.09430 0.04810 79.96320 130.71730 97.42800 0.19120 3.43490 9.69510 2.61740 10.15170 0.10000 182.37720
2774.59440 8.85160 0.04940 77.74340 132.76190 87.42370 0.17830 3.40140 10.59150 2.61140 11.03750 0.10000 182.33660
2774.74680 8.79590 0.04900 75.51540 131.14660 83.65330 0.17950 3.28270 10.87970 2.60130 11.29850 0.10000 182.24470
2774.89920 8.71530 0.04630 74.54970 130.58800 78.70210 0.18710 3.05330 11.02850 2.59200 11.40670 0.10000 182.39730
2775.05160 8.71890 0.04240 75.08890 130.57550 75.24910 0.19110 2.81020 11.36440 2.58500 11.71390 0.10000 182.45060
2775.20400 8.72250 0.03850 76.23950 131.19370 71.79610 0.19520 2.67490 11.70030 2.57790 12.02100 0.10000 182.50400
2775.35640 8.72690 0.03570 76.69640 130.73700 92.96450 0.19710 2.68260 11.01890 2.57210 11.24130 0.10000 182.25380
2775.50880 8.65760 0.03420 75.97010 130.39350 95.58690 0.18690 2.76940 9.79530 2.57320 10.04460 0.10000 182.04280
2775.66120 8.57020 0.03390 74.65220 130.97660 91.83960 0.18010 2.85490 9.74670 2.58260 10.02940 0.10000 181.88060
2775.81360 8.55640 0.03390 73.69100 129.42490 91.07310 0.18140 2.89560 10.68220 2.59390 11.01160 0.10000 181.93610
2775.96600 8.58460 0.03400 73.45090 129.35570 91.80740 0.19000 2.87350 10.96880 2.60110 11.36200 0.10000 182.14830
2776.11840 8.61890 0.03440 73.60270 129.83950 96.03830 0.20300 2.80630 9.93050 2.60410 10.37610 0.10000 182.29130
2776.27080 8.65110 0.03500 73.86010 129.82540 97.63720 0.20980 2.77190 9.63090 2.60550 10.08510 0.10000 182.22630
2776.42320 8.68330 0.03490 74.42400 130.52010 99.23620 0.21670 2.86370 9.33130 2.60630 9.79410 0.10000 182.16130
2776.57560 8.62350 0.03380 75.55400 130.55150 119.44110 0.22610 3.10540 8.57970 2.60740 9.04810 0.10000 182.17810
2776.72800 8.59360 0.03300 76.88990 130.79870 120.17940 0.20550 3.40390 8.57410 2.61030 9.06900 0.10000 182.64250
2776.88040 8.78480 0.03430 77.63730 131.69350 115.06110 0.18340 3.60760 8.73260 2.61650 9.27250 0.10000 183.02140
2777.03280 8.66510 0.03840 77.41320 131.32600 103.68830 0.17730 3.63470 8.85380 2.62510 9.40840 0.10000 183.38620
2777.18520 8.71190 0.04370 76.66030 131.62460 91.17130 0.18810 3.51530 9.14760 2.63210 9.69920 0.10000 183.80680
2777.33760 8.79800 0.04710 76.05850 132.63370 90.08820 0.20470 3.33760 9.28870 2.63340 9.82450 0.10000 184.02010
2777.49000 8.75900 0.04690 75.70770 133.50330 96.56110 0.20890 3.19120 9.04070 2.62890 9.57050 0.10000 184.14680
2777.64240 8.71990 0.04470 75.24220 134.72000 103.03390 0.21320 3.12280 8.79270 2.62280 9.31650 0.10000 184.27360
2777.79480 8.80690 0.04340 74.55640 134.65710 99.88180 0.20160 3.11690 8.81590 2.61950 9.37920 0.10000 185.01080
2777.94720 8.83490 0.04430 73.98540 133.92690 95.57630 0.19410 3.13570 9.56350 2.62030 10.18350 0.10000 185.02490
2778.09960 8.78230 0.04560 73.99160 135.30690 96.45620 0.19290 3.19050 9.83850 2.62150 10.46990 0.10000 184.91050
2778.25200 8.82660 0.04390 74.66160 136.03330 103.35300 0.19710 3.33650 9.51730 2.61680 10.12080 0.10000 184.72180
2778.40440 8.75510 0.03790 75.41820 135.61210 107.08280 0.19970 3.56330 9.00170 2.60500 9.55950 0.10000 184.42540
2778.55680 8.70000 0.03080 75.56050 135.25700 106.01730 0.19590 3.74630 8.95620 2.59250 9.49170 0.10000 184.08110
2778.70920 8.73680 0.02650 74.97600 133.44180 104.64270 0.19130 3.76470 9.02510 2.58660 9.55230 0.10000 183.91520
2778.86160 8.77350 0.02630 74.22030 135.71980 103.26810 0.18670 3.62020 9.09400 2.58920 9.61300 0.10000 183.74940
2779.01400 8.61560 0.02910 74.00610 136.15920 98.16030 0.18030 3.39980 10.41960 2.59660 10.92990 0.10000 183.23630
2779.16640 8.58200 0.03240 74.54120 135.76210 97.18420 0.19010 3.19800 12.62760 2.60420 13.15580 0.10000 183.55920
2779.31880 8.62340 0.03460 75.29360 135.45290 102.72280 0.20050 3.08340 12.03310 2.61090 12.57960 0.10000 184.04770
2779.47120 8.66120 0.03600 75.55960 135.66000 109.88630 0.20900 3.07800 10.29400 2.61790 10.83200 0.10000 184.02950
2779.62360 8.71000 0.03710 75.32520 136.34330 112.92830 0.21370 3.15250 9.19830 2.62440 9.73350 0.10000 183.85630
2779.77600 8.68540 0.03740 75.24250 136.21810 110.19400 0.21190 3.24700 9.10680 2.62800 9.66240 0.10000 184.03270
2779.92840 8.71180 0.03690 75.70930 134.67190 107.20660 0.20890 3.30670 9.13320 2.62820 9.71210 0.10000 184.17400
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2780.23320 8.61870 0.03490 76.46810 134.09340 98.77280 0.19630 3.26530 9.66710 2.62740 10.36470 0.10000 184.98110
2780.38560 8.62760 0.03370 75.87450 134.07650 98.46880 0.19700 3.21940 10.37100 2.62570 11.10150 0.10000 184.95960
2780.53800 8.60630 0.03180 75.19900 133.41170 106.11450 0.20440 3.21820 10.41450 2.62030 11.10050 0.10000 184.45990
2780.69040 8.63730 0.02920 75.19340 133.71550 109.04570 0.21500 3.28400 9.68290 2.61240 10.28170 0.10000 184.02420
2780.84280 8.65280 0.02720 75.76870 133.53160 108.33770 0.22280 3.40270 9.15100 2.60540 9.69010 0.10000 184.11970
2780.99520 8.69480 0.02700 76.14430 132.97640 108.48050 0.22350 3.51340 9.31870 2.60290 9.81660 0.10000 184.58550
2781.14760 8.68320 0.03000 75.66290 133.82100 107.38880 0.22210 3.53440 9.43220 2.60730 9.91930 0.10000 184.82710
2781.30000 8.67160 0.03610 74.34230 134.49760 106.29710 0.22060 3.45050 9.54560 2.61770 10.02190 0.10000 185.06880
2781.45240 8.73810 0.04210 72.91880 135.55070 115.40090 0.22020 3.34200 8.92110 2.62810 9.41100 0.10000 185.24980
2781.60480 8.73980 0.04350 72.19200 136.00190 112.96230 0.22380 3.30240 8.97030 2.63110 9.48500 0.10000 185.48340
2781.75720 8.71810 0.03900 72.49740 135.21040 106.80130 0.23150 3.35850 9.55430 2.62510 10.09190 0.10000 185.82240
2781.90960 8.76940 0.03190 73.73520 135.71330 108.63090 0.23690 3.45790 10.32380 2.61520 10.85920 0.10000 185.86250
2782.06200 8.64220 0.02670 75.46350 137.37010 112.19430 0.23560 3.52440 10.10940 2.60750 10.63070 0.10000 185.97220
2782.21440 8.67980 0.02500 77.03300 137.46150 112.54910 0.22990 3.54570 9.27980 2.60340 9.79610 0.10000 186.41110
2782.36680 8.69510 0.02630 77.92670 137.69520 115.10610 0.22780 3.57050 9.08610 2.60250 9.60420 0.10000 186.47060
2782.51920 8.71050 0.02940 77.93380 136.95530 117.66320 0.22580 3.61260 8.89240 2.60560 9.41220 0.10000 186.53000
2782.67160 8.71690 0.03300 77.22640 137.47360 114.43300 0.22590 3.63450 8.83800 2.61230 9.39890 0.10000 186.57930
2782.82400 8.66250 0.03530 76.41140 137.61390 113.20840 0.22500 3.61640 8.86690 2.61790 9.46660 0.10000 186.77080
2782.97640 8.70500 0.03500 76.03140 137.91900 119.08380 0.22340 3.57210 8.97870 2.61860 9.62460 0.10000 186.51180
2783.12880 8.76390 0.03310 76.05880 136.72740 121.31780 0.22550 3.52380 9.07520 2.61630 9.74870 0.10000 186.33290
2783.28120 8.73850 0.03120 76.03240 137.43630 118.68670 0.23010 3.50140 8.84710 2.61490 9.50420 0.10000 186.54670
2783.43360 8.71260 0.02980 75.57000 136.92460 117.66260 0.23200 3.53010 8.42760 2.61440 9.04510 0.10000 186.58160
2783.58600 8.72340 0.02810 74.77490 137.90270 116.48050 0.23030 3.61090 8.34910 2.61230 8.95310 0.10000 186.50940
2783.73840 8.73420 0.02530 74.19110 137.16280 115.29830 0.22870 3.71130 8.27050 2.60690 8.86100 0.10000 186.43720
2783.89080 8.86180 0.02210 74.30050 136.71300 113.55120 0.20830 3.75900 9.53260 2.60040 10.08920 0.10000 187.25500
2784.04320 8.90310 0.01990 75.01420 135.63870 112.57750 0.20740 3.69430 10.04220 2.59720 10.58470 0.10000 187.52310
2784.19560 8.92830 0.01980 75.83350 135.95620 109.11550 0.21600 3.55580 9.72890 2.59800 10.27680 0.10000 187.66280
2784.34800 8.94330 0.02080 76.39060 136.05390 111.23060 0.22550 3.44900 9.51930 2.59940 10.07150 0.10000 187.78400
2784.50040 9.01340 0.02220 76.58570 137.18430 112.56890 0.22500 3.41840 9.35940 2.59850 9.92640 0.10000 187.56870
2784.65280 9.12190 0.02390 76.45320 136.52440 109.81410 0.22110 3.42950 8.64200 2.59850 9.22860 0.10000 187.11750
2784.80520 9.00940 0.02660 76.12470 137.92200 108.75690 0.22100 3.46300 8.45640 2.60360 9.03790 0.10000 187.07040
2784.95760 8.89690 0.02980 75.77260 138.11800 107.69980 0.22090 3.53660 8.27090 2.61230 8.84720 0.10000 187.02330
2785.11000 8.81560 0.03260 75.50970 139.02700 113.97600 0.22700 3.63240 8.92200 2.62000 9.56220 0.10000 187.12400
2785.26240 8.80700 0.03450 75.45710 138.89070 118.27000 0.23160 3.68020 8.79920 2.62410 9.44830 0.10000 187.06910
2785.41480 8.86460 0.03500 75.65630 137.92470 117.57050 0.23560 3.63600 8.61260 2.62450 9.25360 0.10000 187.36700
2785.56720 8.80570 0.03370 75.89250 136.89000 115.24640 0.23740 3.54050 8.63840 2.62190 9.26760 0.10000 187.66620
2785.71960 8.86200 0.03170 75.93190 137.00160 113.67500 0.23570 3.48060 8.87720 2.61830 9.48290 0.10000 187.53140
2785.87200 8.87110 0.03120 75.62990 137.42570 115.53060 0.23110 3.49960 8.98860 2.61730 9.56160 0.10000 187.33590
2786.02440 8.89480 0.03260 74.95450 134.93590 115.11240 0.22760 3.56890 8.90290 2.61990 9.46240 0.10000 187.39010
2786.17680 8.91860 0.03430 74.16900 134.49660 114.69420 0.22410 3.63240 8.81710 2.62290 9.36320 0.10000 187.44430
2786.32920 8.91550 0.03440 73.68110 134.16040 110.49130 0.21540 3.63210 9.55580 2.62360 10.10640 0.10000 187.60510
2786.48160 8.95070 0.03360 73.72440 133.93940 106.15870 0.22010 3.53340 10.43430 2.62370 10.98680 0.10000 187.18270
2786.63400 8.91350 0.03350 74.17460 132.52540 105.04560 0.22500 3.38140 10.52260 2.62510 11.03430 0.10000 186.75840
2786.78640 8.77200 0.03440 74.58680 130.77330 106.04260 0.22140 3.27590 9.82100 2.62670 10.28740 0.10000 186.76510
2786.93880 8.97790 0.03560 74.43330 129.98720 110.33680 0.21160 3.24680 9.37090 2.62720 9.81840 0.10000 186.99790
2787.09120 8.91160 0.03670 73.50690 129.01280 111.38420 0.21000 3.23280 9.61990 2.62780 10.05660 0.10000 187.00520
2787.24360 8.87350 0.03770 72.17660 130.24840 107.38810 0.21360 3.20310 9.85610 2.63010 10.28980 0.10000 186.93000
2787.39600 8.83530 0.03800 71.17480 128.72710 103.39200 0.21710 3.20800 10.09240 2.63250 10.52290 0.10000 186.85480
2787.54840 9.00660 0.03640 71.11370 128.83660 105.13370 0.22550 3.27810 13.87930 2.63150 14.30660 0.10000 187.34270
2787.70080 9.08910 0.03320 72.08240 129.65850 107.90050 0.22400 3.36200 13.57590 2.62560 14.00740 0.10000 187.53010
2787.85320 9.03200 0.02980 73.55070 130.67930 103.64860 0.22470 3.40900 10.93560 2.61800 11.38920 0.10000 187.36460
2788.00560 9.14460 0.02820 74.76950 131.71210 105.54400 0.22600 3.44110 9.50170 2.61370 9.97430 0.10000 187.37450
2788.15800 8.97440 0.02970 75.41110 133.82120 107.99690 0.22510 3.49840 9.20540 2.61460 9.69720 0.10000 187.74150
2788.31040 9.01820 0.03350 75.69710 132.80150 106.38680 0.22280 3.56570 9.44840 2.61910 9.95240 0.10000 188.20250
2788.46280 8.92140 0.03790 75.93840 133.33450 106.13530 0.22240 3.59750 9.51420 2.62450 10.02040 0.10000 188.45080
2788.61520 8.82460 0.04070 76.10360 134.44290 105.88390 0.22200 3.59490 9.57990 2.62890 10.08840 0.10000 188.69910
2788.76760 8.85870 0.04120 75.91370 134.88000 112.32550 0.22130 3.60450 9.16730 2.63110 9.67800 0.10000 188.80190
2788.92000 8.90620 0.04020 75.30130 134.97320 112.51510 0.21890 3.63980 8.78170 2.63060 9.29320 0.10000 188.17430
2789.07240 8.81450 0.03880 74.73500 135.28590 111.99800 0.21950 3.65540 8.89490 2.62850 9.39920 0.10000 187.71620
2789.22480 8.84070 0.03800 74.86920 135.42920 109.38120 0.22390 3.60450 9.58620 2.62750 10.08660 0.10000 187.56880
2789.37720 8.76040 0.03830 75.80510 136.09660 108.43190 0.22850 3.49190 9.88320 2.62950 10.39020 0.10000 187.74310
2789.52960 8.72350 0.03930 77.05140 136.67060 109.74770 0.23080 3.37150 9.50000 2.63290 10.02890 0.10000 188.16020
2789.68200 8.72950 0.04030 77.95100 137.43540 111.47310 0.23140 3.30910 9.23760 2.63460 9.78710 0.10000 188.25160
2789.83440 8.73560 0.04120 78.09060 137.42150 113.19840 0.23190 3.34410 8.97520 2.63350 9.54530 0.10000 188.34300
2789.98680 8.68860 0.04130 77.59680 138.04630 120.89900 0.23540 3.46040 8.54370 2.63090 9.13460 0.10000 188.02160
2790.13920 8.75780 0.04020 76.89120 138.80950 119.81440 0.23660 3.58170 8.50750 2.62790 9.14080 0.10000 188.69550
2790.29160 8.71080 0.03810 76.26600 139.20870 118.58200 0.23910 3.63040 8.31170 2.62470 8.97670 0.10000 189.59860
2790.44400 8.74840 0.03610 75.93340 139.31210 117.49290 0.24070 3.60410 8.17100 2.62170 8.84290 0.10000 190.13760
2790.59640 8.76030 0.03460 76.12290 139.19760 117.37120 0.24090 3.54960 8.21890 2.61890 8.87170 0.10000 190.34240
2790.74880 8.90740 0.03370 76.84620 138.97920 116.84770 0.24180 3.48990 8.70000 2.61610 9.31370 0.10000 190.15820
2790.90120 8.84730 0.03350 77.81310 138.71970 115.16150 0.24360 3.42750 8.88470 2.61490 9.47840 0.10000 189.90230
2791.05360 8.78720 0.03490 78.39390 138.64780 113.47530 0.24540 3.38440 9.06940 2.61710 9.64320 0.10000 189.64650
2791.20600 8.91220 0.03760 77.97930 137.70370 111.99770 0.23780 3.39150 8.21300 2.62240 8.77450 0.10000 189.18900
2791.35840 8.78780 0.04050 76.62800 136.57710 107.14750 0.21040 3.43470 8.44650 2.62670 9.05170 0.10000 189.32500
2791.51080 8.72250 0.04210 75.00800 134.56240 97.70450 0.18490 3.43940 9.60030 2.62670 10.24250 0.10000 189.46890
2791.66320 8.72480 0.04220 73.88530 132.18380 88.79120 0.17390 3.34440 10.74390 2.62130 11.34770 0.10000 189.74890
2791.81560 8.76190 0.04110 73.48140 130.09100 88.77230 0.17030 3.17810 10.86780 2.61170 11.37060 0.10000 190.12000
2791.96800 8.72160 0.03970 73.21200 127.94910 85.83030 0.16260 3.02570 10.11590 2.60140 10.54420 0.10000 190.36340
2792.12040 8.71790 0.03820 72.41100 125.89290 81.67020 0.15800 2.94690 9.79550 2.59490 10.20050 0.10000 190.36360
2792.27280 8.71420 0.03650 71.13680 124.44820 77.51000 0.15340 2.95180 9.47520 2.59450 9.85670 0.10000 190.36380
2792.42520 8.68930 0.03530 69.97270 123.63610 72.90550 0.15190 3.02240 10.13340 2.59980 10.48890 0.10000 189.63790
2792.57760 8.72230 0.03630 69.49290 123.35910 73.24910 0.15260 3.12210 12.97840 2.60890 13.33120 0.10000 189.24760
2792.73000 8.85600 0.03990 69.85140 123.08030 74.40100 0.14910 3.19990 13.85780 2.61720 14.14720 0.10000 188.81340
2792.88240 8.77870 0.04370 70.66110 123.56280 77.20050 0.14810 3.22290 11.90140 2.61960 12.14030 0.10000 188.27810
2793.03480 8.82590 0.04500 71.42680 124.88800 80.81950 0.15420 3.20490 10.42760 2.61630 10.62400 0.10000 188.10510
2793.18720 8.80340 0.04470 71.78050 126.15980 86.46290 0.16070 3.18080 10.09710 2.61310 10.24610 0.10000 188.54050
2793.33960 8.79010 0.04490 71.43720 125.97350 88.39090 0.15930 3.17800 10.05380 2.61480 10.18830 0.10000 188.82840
2793.49200 8.77680 0.04650 70.47080 126.10020 90.31890 0.15780 3.20030 10.01060 2.61950 10.13060 0.10000 189.11630
2793.64440 8.58700 0.04760 69.51300 126.51190 79.12990 0.13680 3.21950 13.29410 2.62110 13.40270 0.10000 188.93220
2793.79680 8.65550 0.04620 69.26340 128.00360 79.65710 0.13200 3.20160 14.67660 2.61610 14.79490 0.10000 188.96300
2793.94920 8.63910 0.04200 70.07020 128.27930 83.11500 0.14160 3.13950 13.14660 2.60640 13.30000 0.10000 189.38960
2794.10160 8.79650 0.03710 71.66290 128.46980 83.44270 0.16230 3.04660 10.96350 2.59700 11.14460 0.10000 189.66020
2794.25400 8.85670 0.03350 73.23430 129.59830 85.74210 0.18120 2.95090 10.20340 2.59100 10.39060 0.10000 189.62460
2794.40640 8.77690 0.03170 74.22070 131.22410 85.76010 0.18920 2.89010 10.15040 2.58800 10.34520 0.10000 189.61210
2794.55880 8.75550 0.03150 74.61090 132.54620 86.64750 0.18880 2.88810 10.20000 2.58580 10.40640 0.10000 189.58650
2794.71120 8.73410 0.03230 74.65150 131.03500 87.53490 0.18850 2.93610 10.24950 2.58330 10.46760 0.10000 189.56090
2794.86360 8.72370 0.03330 74.55540 131.73360 87.89190 0.18590 2.99170 10.33960 2.58150 10.69100 0.10000 189.16120
2795.01600 8.68490 0.03400 74.44050 132.02570 84.21870 0.19410 2.99800 10.48600 2.58210 10.87630 0.10000 189.11590
2795.16840 8.79710 0.03410 74.35020 130.83180 86.48020 0.20630 2.93110 10.49500 2.58550 10.89190 0.10000 189.17140
2795.32080 8.84960 0.03400 74.28580 130.11450 90.23000 0.21350 2.84220 10.30980 2.59060 10.68990 0.10000 189.07770
2795.47320 8.88990 0.03410 74.25000 129.30920 95.53560 0.21620 2.83080 10.22700 2.59520 10.56860 0.10000 188.88900
2795.62560 8.85400 0.03400 74.10750 128.54490 98.21810 0.22110 2.95710 10.13590 2.59860 10.44040 0.10000 189.08800
2795.77800 8.79840 0.03370 73.59640 129.23130 98.48810 0.22130 3.18600 10.14920 2.60150 10.44130 0.10000 189.40780
2795.93040 8.74280 0.03370 72.54370 130.29270 98.75810 0.22140 3.41600 10.16250 2.60480 10.44230 0.10000 189.72760
2796.08280 8.88270 0.03530 71.01080 129.40530 97.56240 0.18610 3.56060 10.36770 2.60830 10.66260 0.10000 190.27070
2796.23520 8.87400 0.03860 69.50150 129.30060 93.33020 0.17060 3.59520 11.06980 2.61060 11.36710 0.10000 190.04400
2796.38760 8.91530 0.04220 68.82580 130.11200 82.44650 0.16610 3.54420 12.57040 2.60930 12.82790 0.10000 189.94690
2796.54000 8.93120 0.04380 69.41860 131.25400 75.54580 0.16820 3.45890 12.74490 2.60350 12.95690 0.10000 190.03550
2796.69240 8.98210 0.04240 70.95110 131.56400 75.03850 0.16950 3.39540 11.74430 2.59600 11.94400 0.10000 189.98860
2796.84480 8.90590 0.03980 72.61320 132.68660 80.88590 0.17360 3.37930 10.59110 2.59270 10.77140 0.10000 189.56920
2796.99720 8.82590 0.03900 73.75430 132.70650 88.18430 0.17920 3.39350 10.37340 2.59830 10.55050 0.10000 189.39100
2797.14960 8.74590 0.04090 74.26450 131.64290 95.48270 0.18490 3.39420 10.15560 2.61080 10.32960 0.10000 189.21280
2797.30200 8.65200 0.04400 74.34890 132.37850 97.34020 0.19670 3.35520 11.22590 2.62310 11.43990 0.10000 189.66870
2797.45440 8.64940 0.04600 74.08830 130.87050 95.16410 0.19270 3.32260 11.27200 2.62880 11.51850 0.10000 189.50370
2797.60680 8.68760 0.04580 73.44400 130.47800 90.44460 0.19030 3.36180 10.93930 2.62600 11.23200 0.10000 189.12300
2797.75920 8.65220 0.04400 72.65320 131.69440 90.75740 0.18840 3.44480 10.49220 2.61880 10.81720 0.10000 189.04460
2797.91160 8.66150 0.04200 72.25970 130.29530 90.10800 0.18660 3.47210 9.94670 2.61380 10.28870 0.10000 189.36140
2798.06400 8.60470 0.04100 72.64220 130.59540 90.67220 0.19090 3.38310 9.62840 2.61620 9.99420 0.10000 189.86770
2798.21640 8.64160 0.04170 73.52190 131.23950 95.42770 0.19910 3.21360 9.68200 2.62590 10.07850 0.10000 190.18690
2798.36880 8.77070 0.04310 74.21740 131.46230 98.07420 0.20100 3.06390 9.84040 2.63660 10.24050 0.10000 190.06500
2798.52120 8.89980 0.04390 74.40980 132.18650 100.72070 0.20300 2.99820 9.99880 2.64210 10.40260 0.10000 189.94300
2798.67360 8.87800 0.04430 74.37450 133.23720 99.01230 0.20830 2.99390 9.71580 2.64260 10.13960 0.10000 189.56530
2798.82600 8.66800 0.04480 74.55850 132.39940 98.46370 0.21870 3.02320 9.50150 2.64120 9.94130 0.10000 189.26790
2798.97840 8.63800 0.04460 75.09450 133.00090 99.62460 0.22620 3.10400 9.35700 2.63770 9.80780 0.10000 189.42760
2799.13080 8.59790 0.04270 75.77430 133.45380 104.57880 0.22820 3.22360 9.08060 2.63110 9.55570 0.10000 189.75460
2799.28320 8.60430 0.04010 76.29500 134.10980 112.62540 0.22770 3.31240 8.91930 2.62410 9.42460 0.10000 189.53100
2799.43560 8.61720 0.03840 76.50620 134.92080 114.78540 0.22740 3.34080 8.89290 2.62050 9.41030 0.10000 189.23500
2799.58800 8.63010 0.03810 76.42620 135.86990 116.94530 0.22710 3.34710 8.86640 2.62160 9.39600 0.10000 188.93900
2799.74040 8.55310 0.03880 76.12710 136.42530 114.19960 0.23040 3.34650 8.84150 2.62560 9.40620 0.10000 189.46980
2799.89280 8.63610 0.03940 75.80490 137.00700 108.81350 0.23180 3.30750 8.87770 2.62940 9.45380 0.10000 190.16530
2800.04520 8.61960 0.03910 75.77550 137.43080 106.24140 0.23360 3.22840 8.91610 2.63030 9.50050 0.10000 190.43710
2800.19760 8.66790 0.03860 76.27630 138.41500 107.41450 0.23630 3.16300 8.90940 2.62890 9.49390 0.10000 190.40790
2800.35000 8.60210 0.03970 77.23990 139.31120 110.21250 0.23970 3.15020 8.90260 2.62880 9.48950 0.10000 190.38470
2800.50240 8.58350 0.04250 78.35500 140.40270 109.67160 0.24380 3.16070 8.68210 2.63210 9.28370 0.10000 190.24110
2800.65480 8.53730 0.04570 79.24290 141.00630 112.01760 0.24710 3.14390 8.23490 2.63690 8.85430 0.10000 189.95120
2800.80720 8.55500 0.04680 79.63770 140.73070 116.58120 0.24950 3.11710 7.99550 2.63940 8.63590 0.10000 189.80190
2800.95960 8.55640 0.04510 79.58070 141.47610 116.71240 0.24920 3.15030 7.96430 2.63710 8.62680 0.10000 189.96420
2801.11200 8.57670 0.04190 79.31340 141.17870 116.57360 0.24470 3.26670 8.09860 2.63120 8.79570 0.10000 190.01340
2801.26440 8.58550 0.03890 79.07870 140.55100 113.30430 0.23980 3.41590 8.40420 2.62480 9.14760 0.10000 189.93540
2801.41680 8.59170 0.03750 79.02860 139.63270 113.68090 0.23720 3.52830 8.58200 2.62070 9.35170 0.10000 190.09680
2801.56920 8.59170 0.03840 79.13690 138.75030 113.69450 0.23710 3.55650 8.55100 2.62100 9.31370 0.10000 190.21800
2801.72160 8.59170 0.04130 79.12800 137.90120 113.70810 0.23710 3.49280 8.51990 2.62660 9.27560 0.10000 190.33910
2801.87400 8.61650 0.04490 78.64260 137.61020 111.07290 0.23500 3.38800 8.50840 2.63450 9.23960 0.10000 190.24240
2802.02640 8.61500 0.04670 77.61940 137.34220 111.15570 0.23200 3.33200 8.60820 2.63900 9.31950 0.10000 190.01160
2802.17880 8.61550 0.04590 76.37940 136.82440 112.97720 0.23630 3.36730 8.75970 2.63830 9.39680 0.10000 189.74550
2802.33120 8.56490 0.04450 75.41450 136.75080 109.19870 0.23880 3.44580 9.06740 2.63610 9.69140 0.10000 189.79540
2802.48360 8.55050 0.04360 75.10970 137.06460 108.75790 0.23590 3.50820 9.85310 2.63450 10.47870 0.10000 190.30350
2802.63600 8.59350 0.04220 75.37300 137.15770 111.75210 0.23230 3.54270 9.62670 2.63180 10.26140 0.10000 190.72920
2802.78840 8.61730 0.03980 75.85660 137.90780 115.45880 0.23100 3.53370 9.21460 2.62800 9.86300 0.10000 190.58220
2802.94080 8.60210 0.03730 76.45380 138.23280 114.58740 0.23280 3.45630 9.08310 2.62590 9.75380 0.10000 190.40090
2803.09320 8.59340 0.03540 77.13930 138.44760 115.25790 0.23660 3.35900 8.81540 2.62610 9.50120 0.10000 190.60190
2803.24560 8.58010 0.03450 77.72220 138.81550 115.64800 0.23640 3.34490 8.52430 2.62660 9.21670 0.10000 190.99870
2803.39800 8.60650 0.03500 77.84650 138.85820 116.51080 0.23550 3.43630 8.51620 2.62650 9.21880 0.10000 191.37760
2803.55040 8.62530 0.03690 77.26150 138.68370 115.10280 0.23670 3.54030 8.62460 2.62650 9.33350 0.10000 191.66990
2803.70280 8.63760 0.03980 76.28110 138.55940 111.08380 0.23780 3.57340 8.74430 2.62810 9.44000 0.10000 191.54650
2803.85520 8.65510 0.04200 75.69960 138.34960 107.23460 0.23410 3.55600 9.10040 2.63100 9.78200 0.10000 191.04880
2804.00760 8.64080 0.04170 75.99760 138.33420 106.84320 0.23330 3.55160 9.26800 2.63150 9.94920 0.10000 190.96360
2804.16000 8.62660 0.03890 76.94350 138.38540 106.45170 0.23240 3.56900 9.43560 2.62770 10.11650 0.10000 190.87840
2804.31240 8.56600 0.03610 77.95780 138.40430 109.45660 0.23380 3.56300 9.18050 2.62270 9.81970 0.10000 191.12210
2804.46480 8.57360 0.03490 78.52500 138.50110 112.71470 0.23780 3.51190 8.95710 2.62000 9.57670 0.10000 191.16880
2804.61720 8.74400 0.03450 78.62010 138.44770 113.88490 0.24510 3.44120 9.33260 2.61920 9.97160 0.10000 191.77330
2804.76960 8.71110 0.03460 78.53990 138.62610 113.91900 0.24290 3.37390 9.11740 2.61980 9.73340 0.10000 192.28840
2804.92200 8.53430 0.03610 78.31410 138.66930 111.72020 0.23680 3.31850 9.16540 2.62340 9.78370 0.10000 192.41230
2805.07440 8.61020 0.03890 77.85460 138.72740 108.63710 0.23190 3.28950 9.27390 2.62930 9.92320 0.10000 192.45390
2805.22680 8.60430 0.04090 77.18720 138.90370 107.04200 0.23310 3.29230 9.07930 2.63330 9.75970 0.10000 192.27520
2805.37920 8.64790 0.04080 76.51120 139.39650 108.91420 0.23650 3.31050 8.93850 2.63330 9.66250 0.10000 191.84050
2805.53160 8.60910 0.04010 76.29510 139.67250 110.87120 0.24000 3.33520 9.06360 2.63200 9.83510 0.10000 191.52070
2805.68400 8.58240 0.04070 76.90930 140.26750 113.21540 0.24510 3.36980 9.08110 2.63210 9.87330 0.10000 191.46100
2805.83640 8.54180 0.04310 78.08280 140.44280 116.47160 0.25120 3.39990 8.64040 2.63340 9.40380 0.10000 191.35540
2805.98880 8.54650 0.04590 78.96680 140.87290 120.49090 0.25320 3.41210 8.25720 2.63370 8.98940 0.10000 191.30410
2806.14120 8.57740 0.04710 78.87050 140.89440 117.98590 0.24830 3.44360 8.09430 2.63160 8.80560 0.10000 191.53140
2806.29360 8.58640 0.04670 77.78460 140.91080 111.90500 0.23950 3.52960 8.14560 2.62840 8.84240 0.10000 191.66960
2806.44600 8.58590 0.04560 76.52340 141.06880 110.20600 0.23700 3.61580 8.59500 2.62670 9.29820 0.10000 191.59760
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2809.03680 8.59590 0.03640 81.79960 149.95270 117.92130 0.27050 3.71120 7.39860 2.61880 8.08330 0.10000 193.52060
2809.18920 8.59860 0.03440 81.10080 149.59960 114.76480 0.26930 3.77960 7.45620 2.61400 8.13700 0.10000 193.58800
2809.34160 8.62320 0.03280 80.68820 148.80410 114.65590 0.26770 3.83680 7.46300 2.60880 8.12660 0.10000 193.53210
2809.49400 8.60550 0.03280 80.40040 147.69410 116.29190 0.26140 3.81820 7.49180 2.60800 8.11590 0.10000 192.77810
2809.64640 8.58100 0.03320 79.96930 146.75680 118.01270 0.25840 3.72730 7.70950 2.61100 8.32740 0.10000 192.63600
2809.79880 8.59130 0.03250 79.34550 145.61930 114.64850 0.25430 3.65960 8.12440 2.61280 8.74530 0.10000 192.91480
2809.95120 8.59200 0.03060 78.79130 145.29000 114.97250 0.24820 3.67730 8.68110 2.61050 9.30530 0.10000 193.15850
2810.10360 8.59320 0.02890 78.65030 144.83790 113.00460 0.24500 3.72130 8.91630 2.60610 9.53920 0.10000 192.92360
2810.25600 8.56310 0.02810 79.08030 144.80590 111.87340 0.24710 3.71890 8.55930 2.60200 9.17440 0.10000 192.54930
2810.40840 8.54150 0.02800 79.85390 144.86630 112.24150 0.25130 3.69650 8.14630 2.59880 8.75390 0.10000 192.56650
2810.56080 8.53980 0.02810 80.60300 144.97800 108.58790 0.25420 3.71300 8.05010 2.59650 8.65780 0.10000 192.77170
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2811.01800 8.60910 0.03610 81.03950 145.79980 119.97560 0.26340 3.87210 7.72530 2.60950 8.35780 0.10000 192.50550
2811.17040 8.59410 0.04000 80.94140 145.75620 120.93480 0.25980 3.85340 7.57080 2.61620 8.20710 0.10000 192.44020
2811.32280 8.60520 0.04200 81.02300 145.64360 122.03680 0.25670 3.76530 7.42010 2.62020 8.05530 0.10000 192.31230
2811.47520 8.60380 0.04120 81.30210 145.77800 120.87600 0.25720 3.67670 7.49550 2.62140 8.13540 0.10000 192.19420
2811.62760 8.60250 0.03830 81.59160 145.57390 119.71530 0.25770 3.65970 7.57090 2.61980 8.21540 0.10000 192.07600
2811.78000 8.59060 0.03500 81.57340 145.42530 114.72120 0.25980 3.69920 7.83070 2.61680 8.48840 0.10000 192.07810
2811.93240 8.56620 0.03330 81.14550 144.95690 115.59080 0.25320 3.73450 7.91910 2.61450 8.55850 0.10000 192.89480
2812.08480 8.56700 0.03350 80.46710 144.62470 119.30690 0.25050 3.74280 8.01280 2.61280 8.63430 0.10000 192.79990
2812.23720 8.58240 0.03450 79.56070 144.29740 120.15910 0.24760 3.72830 8.05650 2.61140 8.66350 0.10000 192.22300
2812.38960 8.59440 0.03530 78.46200 143.84000 120.23940 0.24520 3.69100 8.11400 2.61160 8.71150 0.10000 191.75840
2812.54200 8.60260 0.03540 77.37700 143.26000 118.89360 0.24930 3.64300 8.42930 2.61480 9.03040 0.10000 191.94190
2812.69440 8.54170 0.03470 76.84310 142.95700 112.58170 0.25970 3.58300 9.24590 2.62030 9.87010 0.10000 192.37820
2812.84680 8.52620 0.03420 77.66790 143.24280 109.76980 0.26580 3.48360 10.06750 2.62580 10.71200 0.10000 192.38130
2812.99920 8.54600 0.03430 79.95350 143.51720 112.44920 0.26180 3.37730 9.53860 2.62810 10.19270 0.10000 192.14160
2813.15160 8.55830 0.03430 82.60050 144.06990 116.31800 0.25840 3.36530 8.27330 2.62490 8.91800 0.10000 192.11380
2813.30400 8.56260 0.03360 84.12460 144.72010 118.28100 0.26450 3.48180 7.72240 2.61710 8.36690 0.10000 192.35700
2813.45640 8.59510 0.03220 83.74320 145.19710 116.61690 0.27000 3.64330 7.70700 2.60850 8.36390 0.10000 192.73750
2813.60880 8.70570 0.03110 81.83780 145.74990 114.32560 0.26870 3.75380 7.88560 2.60280 8.56480 0.10000 193.25640
2813.76120 8.70780 0.03060 79.70740 146.09670 114.76610 0.26740 3.79790 7.93090 2.60100 8.62850 0.10000 193.77790
2813.91360 8.71240 0.03140 78.42330 146.14000 113.53740 0.26840 3.82590 7.91230 2.60270 8.61230 0.10000 193.83460
2814.06600 8.71690 0.03340 78.21740 146.12450 112.30880 0.26940 3.89550 7.89380 2.60590 8.59610 0.10000 193.89130
2814.21840 8.68110 0.03530 78.81240 146.09980 111.85860 0.26810 4.01630 7.90000 2.60730 8.59200 0.10000 193.67910
2814.37080 8.67310 0.03570 79.71400 145.93500 113.09080 0.26450 4.10880 8.08320 2.60540 8.76160 0.10000 193.51330
2814.52320 8.71170 0.03490 80.68620 145.65960 114.62710 0.25350 4.05480 8.42000 2.60270 9.10330 0.10000 193.68190
2814.67560 8.71890 0.03390 81.83740 145.50650 114.16330 0.25060 3.83580 8.29960 2.60290 8.97040 0.10000 193.50260
2814.82800 8.69120 0.03310 83.11690 145.33480 116.19370 0.25200 3.56710 8.31760 2.60630 8.98090 0.10000 193.18000
2814.98040 8.68140 0.03200 84.18410 144.99940 116.58000 0.25310 3.37860 8.53720 2.61080 9.20120 0.10000 193.24510
2815.13280 8.67410 0.03060 84.92830 145.02140 111.19660 0.24940 3.30840 8.61630 2.61460 9.27560 0.10000 193.73470
2815.28520 8.72150 0.02970 85.45960 144.97350 112.52070 0.24790 3.30760 8.37660 2.61760 9.02530 0.10000 194.19600
2815.43760 8.70690 0.03040 85.99260 145.04330 114.43730 0.25100 3.31180 8.26130 2.62070 8.91000 0.10000 194.38970
2815.59000 8.70460 0.03310 86.65690 145.26970 112.79150 0.25700 3.29280 8.21570 2.62490 8.87680 0.10000 194.33460
2815.74240 8.71400 0.03710 86.91580 145.37530 115.69510 0.26120 3.26840 8.10900 2.62840 8.78630 0.10000 193.98030
2815.89480 8.74220 0.04030 86.20060 145.42490 118.13350 0.26250 3.29830 7.97440 2.62840 8.66140 0.10000 193.51980
2816.04720 8.71940 0.04100 84.67270 145.82330 116.26160 0.26220 3.43510 7.91320 2.62390 8.60930 0.10000 193.36760
2816.19960 8.69310 0.03900 83.07000 146.12190 115.02630 0.26320 3.64260 7.93160 2.61740 8.64720 0.10000 193.64760
2816.35200 8.67780 0.03590 82.20290 146.31350 116.19560 0.26260 3.81790 7.94150 2.61250 8.66350 0.10000 193.86050
2816.50440 8.66250 0.03320 82.35620 146.36190 117.36490 0.26190 3.90360 7.95150 2.61060 8.67980 0.10000 194.07350
2816.65680 8.66880 0.03140 83.16270 146.24570 116.39230 0.26110 3.90210 7.85690 2.61050 8.58670 0.10000 194.35050
2816.80920 8.67640 0.03010 84.10180 145.97000 112.32820 0.26480 3.81520 7.68960 2.61120 8.41730 0.10000 194.27940
2816.96160 8.70780 0.02900 84.91410 145.60140 119.00860 0.26250 3.67650 7.79670 2.61140 8.54000 0.10000 194.61220
2817.11400 8.71280 0.02830 85.43370 144.66460 119.96490 0.25680 3.57920 7.97950 2.61010 8.73260 0.10000 195.12000
2817.26640 8.70300 0.02900 85.43830 143.69330 115.76900 0.25470 3.57590 8.27260 2.60840 9.02350 0.10000 195.12810
2817.41880 8.66840 0.03180 84.64120 142.47710 109.18070 0.25330 3.60190 8.48930 2.60950 9.22330 0.10000 194.78860
2817.57120 8.67840 0.03600 82.93030 141.36620 111.04250 0.24940 3.55970 8.57220 2.61450 9.28700 0.10000 194.50990
2817.72360 8.68960 0.03950 80.73360 140.65200 111.77360 0.24400 3.45250 8.59380 2.62070 9.29220 0.10000 194.33640
2817.87600 8.68790 0.04090 78.91500 139.40810 114.49770 0.24080 3.38560 8.69090 2.62490 9.38100 0.10000 194.07180
2818.02840 8.69880 0.04000 78.22070 138.54700 114.82330 0.23980 3.44310 8.95270 2.62660 9.64930 0.10000 193.72660
2818.18080 8.65960 0.03740 78.76120 137.84070 110.40720 0.23480 3.58740 9.92330 2.62670 10.67460 0.10000 193.70580
2818.33320 8.68150 0.03460 80.00570 137.40050 104.93130 0.22160 3.69450 11.46080 2.62620 12.31240 0.10000 193.97110
2818.48560 8.74730 0.03280 81.20810 137.47320 102.89880 0.21090 3.71360 10.76670 2.62540 11.63700 0.10000 194.16150
2818.63800 8.82860 0.03280 81.90590 137.23150 107.13030 0.21580 3.71830 9.22620 2.62370 10.02990 0.10000 194.47530
2818.79040 8.83900 0.03420 81.89000 137.57300 109.80620 0.22350 3.75960 8.95820 2.62190 9.73850 0.10000 194.75670
2818.94280 8.84940 0.03610 81.03100 138.06750 112.48210 0.23120 3.79350 8.69030 2.62150 9.44720 0.10000 195.03810
2819.09520 8.84370 0.03730 79.46840 138.23770 111.88200 0.24000 3.77400 8.75800 2.62290 9.50280 0.10000 195.40310
2819.24760 8.72250 0.03770 77.67440 138.01210 108.37490 0.23840 3.70550 8.77300 2.62480 9.50030 0.10000 195.26630
2819.40000 8.73750 0.03790 76.30020 138.18690 103.55650 0.22910 3.60120 9.03800 2.62730 9.75540 0.10000 194.23240
2819.55240 8.72570 0.03850 75.76490 138.52600 98.49750 0.22460 3.46410 10.40850 2.63160 11.14160 0.10000 194.18570
2819.70480 8.91770 0.03920 76.10340 138.58860 100.21300 0.22580 3.31660 11.32470 2.63770 12.03520 0.10000 194.35920
2819.85720 8.83000 0.03940 77.22610 139.15720 103.88950 0.22850 3.21980 10.93690 2.64250 11.63100 0.10000 194.43400
2820.00960 8.81800 0.03910 78.89730 139.65770 106.22700 0.23120 3.24300 10.26780 2.64160 10.94940 0.10000 194.44190
2820.16200 8.73940 0.03840 80.82730 141.02230 110.91410 0.23890 3.39560 9.51170 2.63420 10.18260 0.10000 194.28830
2820.31440 8.64220 0.03730 82.76200 142.21680 113.84650 0.25300 3.59190 8.79870 2.62210 9.46930 0.10000 194.07580
2820.46680 8.64490 0.03490 84.32350 143.54260 113.83040 0.26540 3.71600 8.35490 2.60880 9.04110 0.10000 194.37110
2820.61920 8.65980 0.03120 85.22030 144.44200 113.10420 0.27150 3.72230 8.11680 2.59790 8.81730 0.10000 195.09240
2820.77160 8.62380 0.02680 85.38130 144.48750 116.15930 0.27350 3.64670 7.85560 2.59270 8.57510 0.10000 195.51870
2820.92400 8.65570 0.02310 84.88110 145.13010 117.83050 0.27110 3.55520 7.79990 2.59300 8.55240 0.10000 195.43920
2821.07640 8.65670 0.02150 84.01580 144.73440 115.02800 0.26710 3.50150 7.94650 2.59650 8.72260 0.10000 195.34150
2821.22880 8.65290 0.02340 83.25880 144.34340 115.45560 0.26710 3.50980 8.03690 2.60170 8.81300 0.10000 195.33160
2821.38120 8.64910 0.02870 82.79010 143.87600 115.88320 0.26710 3.57430 8.12720 2.60890 8.90340 0.10000 195.32180
2821.53360 8.62390 0.03520 82.23710 143.27000 116.82730 0.26490 3.65510 8.19060 2.61700 8.92830 0.10000 195.00310
2821.68600 8.62070 0.03940 81.24230 142.78480 115.61380 0.25720 3.69950 8.09140 2.62300 8.77600 0.10000 194.42230
2821.83840 8.64500 0.03980 79.86980 141.71230 120.03750 0.24670 3.69370 8.14060 2.62510 8.76880 0.10000 194.46300
2821.99080 8.64470 0.03760 78.62670 141.05290 116.42380 0.24260 3.66290 8.51850 2.62510 9.14370 0.10000 195.03760
2822.14320 8.62980 0.03510 78.10830 140.05810 111.46890 0.24010 3.63850 9.02870 2.62590 9.66850 0.10000 195.65550
2822.29560 8.64360 0.03300 78.33030 139.61200 108.29820 0.24070 3.65570 9.66500 2.62650 10.32280 0.10000 196.09420
2822.44800 8.66810 0.03090 78.78490 139.43520 106.67250 0.24530 3.71680 9.72220 2.62440 10.38650 0.10000 196.14060
2822.60040 8.67910 0.02920 78.96700 138.93220 108.89710 0.24970 3.74870 9.24130 2.62030 9.89080 0.10000 195.86550
2822.75280 8.69420 0.02950 78.63170 139.10040 113.52870 0.24760 3.69070 8.97790 2.61800 9.61710 0.10000 195.53400
2822.90520 8.72860 0.03260 77.82130 138.92060 117.19790 0.24130 3.57930 8.70730 2.61950 9.33420 0.10000 195.39640
2823.05760 8.77950 0.03830 76.83590 138.93820 112.33860 0.24000 3.46240 8.43060 2.62500 9.05400 0.10000 195.56570
2823.21000 8.79640 0.04520 76.11620 138.72660 106.14440 0.24280 3.34110 8.38730 2.63430 9.02270 0.10000 195.70500
2823.36240 8.90380 0.05020 76.01380 138.98280 106.48240 0.24690 3.25420 8.73740 2.64340 9.40070 0.10000 195.65690
2823.51480 8.83720 0.04980 76.48300 138.92740 108.33320 0.24970 3.29530 9.08330 2.64510 9.76520 0.10000 195.86910
2823.66720 8.81370 0.04400 77.17280 139.08350 108.51340 0.24980 3.48310 9.05330 2.63750 9.73430 0.10000 196.08520
2823.81960 8.79010 0.03770 77.92420 139.61510 108.69360 0.25000 3.68520 9.02330 2.62860 9.70350 0.10000 196.30140
2823.97200 8.77430 0.03510 78.72500 140.65700 111.17590 0.25040 3.75010 8.70500 2.62670 9.38680 0.10000 196.31180
2824.12440 8.77910 0.03630 79.39380 141.12520 113.18950 0.25380 3.68650 8.44790 2.63050 9.15310 0.10000 195.97080
2824.27680 8.69650 0.03780 79.56930 141.94550 112.60680 0.25340 3.60680 8.90670 2.63290 9.70760 0.10000 195.56070
2824.42920 8.71020 0.03770 78.93070 141.71900 112.17200 0.24540 3.55510 9.09660 2.63140 9.94370 0.10000 195.94830
2824.58160 8.77420 0.03570 77.58890 142.03550 108.38300 0.24010 3.52200 9.05670 2.62710 9.93400 0.10000 196.48580
2824.73400 8.82360 0.03300 76.21300 141.77040 107.99750 0.23970 3.53880 8.88330 2.62100 9.81400 0.10000 196.39670
2824.88640 8.87330 0.03080 75.47690 140.88330 108.51390 0.24290 3.62950 8.98080 2.61460 9.90270 0.10000 195.75370
2825.03880 8.88660 0.03040 75.42050 138.77280 107.26530 0.24650 3.73480 9.19430 2.61160 10.09930 0.10000 195.32050
2825.19120 8.87230 0.03190 75.70640 137.25840 105.01960 0.24090 3.77340 9.32450 2.61400 10.22950 0.10000 195.31730
2825.34360 8.97020 0.03410 75.90810 136.23350 102.68430 0.22610 3.73340 9.71320 2.62000 10.62790 0.10000 195.51090
2825.49600 8.95450 0.03570 75.55480 135.14600 101.27220 0.21610 3.66540 10.44570 2.62610 11.37420 0.10000 195.79090
2825.64840 8.89570 0.03650 74.56690 134.01610 97.06230 0.21680 3.63000 11.11200 2.63030 12.03500 0.10000 196.03580
2825.80080 8.77540 0.03720 73.32020 132.99650 91.99700 0.22350 3.65130 11.78190 2.63310 12.65510 0.10000 195.90610
2825.95320 8.82130 0.03860 72.34820 133.25630 91.12550 0.22650 3.67820 14.01200 2.63490 14.83280 0.10000 195.45150
2826.10560 8.87720 0.03990 72.10760 133.40420 92.36170 0.22680 3.61860 15.15050 2.63460 15.97980 0.10000 195.29860
2826.25800 8.93310 0.03940 72.62220 133.15580 93.59780 0.22700 3.46200 16.28900 2.63130 17.12680 0.10000 195.14570
2826.41040 8.81400 0.03570 73.31330 133.25890 98.46600 0.22840 3.32390 14.37610 2.62480 15.27940 0.10000 195.12700
2826.56280 8.78900 0.03040 73.58900 132.51740 107.60190 0.23300 3.32010 10.75020 2.61770 11.66870 0.10000 195.16740
2826.71520 8.78820 0.02680 73.36790 132.50770 106.49280 0.22670 3.45190 9.70030 2.61390 10.74080 0.10000 195.06060
2826.86760 8.79490 0.02640 72.85580 132.19590 103.32090 0.22070 3.63660 10.42470 2.61410 11.55610 0.10000 195.25760
2827.02000 8.87550 0.02810 72.33630 130.90530 101.23640 0.21920 3.80500 11.19470 2.61590 12.40850 0.10000 195.45660
2827.17240 8.77010 0.03010 72.04970 130.63730 99.42330 0.21950 3.91960 11.46710 2.61680 12.66690 0.10000 195.51190
2827.32480 8.82500 0.03210 72.01330 130.50040 99.53680 0.22060 3.92940 11.23570 2.61850 12.33310 0.10000 195.88150
2827.47720 9.02950 0.03520 72.11120 130.25950 96.89490 0.22230 3.81380 11.39820 2.62410 12.33560 0.10000 196.53070
2827.62960 8.98440 0.03980 72.29030 129.98910 99.13350 0.22200 3.64920 11.81520 2.63350 12.56400 0.10000 196.63710
2827.78200 8.96570 0.04410 72.52140 129.94970 100.01080 0.22160 3.52370 11.65030 2.64200 12.30860 0.10000 196.06260
2827.93440 9.05510 0.04550 72.75790 130.70140 97.56120 0.22350 3.43250 11.57950 2.64500 12.19570 0.10000 195.66830
2828.08680 9.09330 0.04320 73.05010 131.58750 99.49340 0.22460 3.34220 11.16010 2.64150 11.74770 0.10000 195.96240
2828.23920 9.10240 0.03880 73.49130 132.69880 101.17980 0.22270 3.28340 10.73850 2.63460 11.32310 0.10000 196.62150
2828.39160 8.91740 0.03510 74.03510 133.31190 102.11370 0.22410 3.30710 10.66060 2.62850 11.27420 0.10000 197.25670
2828.54400 8.87170 0.03310 74.60560 135.49510 101.19080 0.22810 3.41270 10.56890 2.62450 11.20090 0.10000 197.46460
2828.69640 8.82600 0.03210 75.25290 136.42070 100.26780 0.23210 3.55160 10.47720 2.62070 11.12760 0.10000 197.67250
2828.84880 8.91120 0.03070 76.02520 138.29240 102.51680 0.24090 3.66040 10.20360 2.61500 10.86620 0.10000 197.76060
2829.00120 8.92550 0.02890 76.83920 139.10460 109.55770 0.24250 3.68810 9.78200 2.60820 10.44790 0.10000 197.62480
2829.15360 9.28160 0.02790 77.51740 139.54910 109.35820 0.23320 3.62930 8.99220 2.60330 9.63470 0.10000 197.84780
2829.30600 9.16280 0.02880 77.87660 140.10600 110.16020 0.23490 3.54170 8.38650 2.60250 8.98840 0.10000 198.14660
2829.45840 8.87760 0.03110 77.81870 140.22820 108.45460 0.24040 3.49970 8.18650 2.60560 8.76810 0.10000 198.13660
2829.61080 8.87880 0.03290 77.56870 139.79400 107.78720 0.23980 3.53200 8.43420 2.60960 9.01250 0.10000 197.90000
2829.76320 8.90940 0.03280 77.43330 139.60240 108.32830 0.23620 3.60660 8.89530 2.61090 9.46700 0.10000 197.79270
2829.91560 8.93410 0.03090 77.41410 138.86890 109.41600 0.23590 3.66510 9.10750 2.60930 9.66440 0.10000 197.80650
2830.06800 8.84850 0.02910 77.48250 138.47110 111.10650 0.23820 3.67500 9.14680 2.60730 9.68370 0.10000 197.93780
2830.22040 8.81720 0.02850 77.72650 138.22160 108.56670 0.24230 3.63990 8.90720 2.60700 9.40760 0.10000 198.25810
2830.37280 8.71320 0.02880 78.19170 138.41530 109.07000 0.24720 3.55960 8.66540 2.60830 9.14030 0.10000 198.41550
2830.52520 8.66190 0.02960 78.72350 138.40430 109.51930 0.24970 3.42510 8.81200 2.61020 9.27070 0.10000 198.15880
2830.67760 8.69030 0.03080 78.93030 138.86010 109.26950 0.24480 3.27630 9.11280 2.61310 9.55610 0.10000 197.95260
2830.83000 8.68530 0.03270 78.33020 138.70940 113.37020 0.23780 3.20580 9.16610 2.61790 9.60320 0.10000 198.03060
2830.98240 8.70330 0.03470 76.90390 138.48390 113.55950 0.23630 3.27020 9.15330 2.62320 9.58720 0.10000 198.13010
2831.13480 8.72120 0.03530 75.35620 138.21180 113.74870 0.23480 3.41370 9.14050 2.62550 9.57130 0.10000 198.22970
2831.28720 8.77240 0.03370 74.46370 138.12210 109.65290 0.23620 3.51210 9.16020 2.62370 9.58500 0.10000 198.51970
2831.43960 8.84590 0.03090 74.63110 137.80610 109.38680 0.23680 3.50880 9.20700 2.61970 9.61810 0.10000 198.72870
2831.59200 8.79780 0.02840 75.72650 138.07800 106.74130 0.23790 3.46790 9.37190 2.61550 9.74930 0.10000 198.20170
2831.74440 8.81940 0.02680 77.15890 138.76020 110.08480 0.24400 3.47290 8.96140 2.61110 9.34750 0.10000 198.02110
2831.89680 8.80200 0.02590 78.35760 139.71390 111.04370 0.25080 3.52260 8.51430 2.60710 8.91510 0.10000 198.25340
2832.04920 8.75060 0.02560 79.10540 140.53450 107.46370 0.25170 3.55940 8.33670 2.60540 8.75130 0.10000 198.68280
2832.20160 8.77870 0.02560 79.41740 140.40130 109.11420 0.24790 3.58460 8.34820 2.60560 8.77100 0.10000 198.83010
2832.35400 8.80420 0.02490 79.32590 140.90690 112.78030 0.24230 3.66560 8.57590 2.60360 9.00790 0.10000 198.68230
2832.50640 8.84870 0.02370 78.91930 140.94830 110.59540 0.23740 3.80040 8.80240 2.59910 9.24330 0.10000 198.69500
2832.65880 8.85010 0.02310 78.28400 140.79500 109.65150 0.23570 3.89570 8.72720 2.59610 9.17680 0.10000 198.85860
2832.81120 8.95040 0.02390 77.60180 141.24380 108.44360 0.23710 3.92120 8.51470 2.59720 8.98030 0.10000 199.02110
2832.96360 8.92960 0.02590 77.11070 140.41870 109.14330 0.24360 3.93020 8.47990 2.60110 8.95630 0.10000 199.07340
2833.11600 8.85510 0.02920 76.85840 140.19360 109.79060 0.24950 3.91070 8.48160 2.60730 8.97970 0.10000 198.95180
2833.26840 8.83410 0.03370 76.73110 141.10970 108.92690 0.25300 3.78790 8.35750 2.61600 8.89870 0.10000 198.98090
2833.42080 8.84460 0.03800 76.61810 141.27350 110.56690 0.25280 3.59350 8.25870 2.62490 8.80590 0.10000 199.11680
2833.57320 8.85510 0.04050 76.55280 141.30680 112.20680 0.25260 3.48080 8.15990 2.62970 8.71310 0.10000 199.25270
2833.72560 8.95220 0.04110 76.54670 141.08400 111.86460 0.25230 3.53840 8.08600 2.62930 8.62980 0.10000 199.20980
2833.87800 8.82260 0.04090 76.38940 140.79370 109.63880 0.25010 3.67590 8.09240 2.62720 8.63280 0.10000 198.66370
2834.03040 8.81090 0.04080 75.76240 140.17020 109.88560 0.23270 3.72500 8.67420 2.62680 9.24390 0.10000 198.23780
2834.18280 8.83300 0.04070 74.66770 138.68520 105.91390 0.22890 3.62760 9.00840 2.62800 9.57760 0.10000 198.01820
2834.33520 8.78710 0.03990 73.55100 136.21220 105.89000 0.23060 3.47710 9.53190 2.62830 10.09070 0.10000 197.59820
2834.48760 8.75560 0.03810 72.89800 134.42090 101.63550 0.23260 3.38720 10.75740 2.62690 11.29840 0.10000 197.35260
2834.64000 8.82200 0.03590 72.81390 134.10030 99.14920 0.23340 3.38090 11.65390 2.62580 12.16880 0.10000 197.22110
2834.79240 8.90180 0.03420 72.93750 132.88520 107.21780 0.22860 3.42080 10.53790 2.62680 11.04750 0.10000 197.05400
2834.94480 8.94580 0.03310 72.92160 132.30940 105.37220 0.22010 3.48070 10.28170 2.62810 10.80820 0.10000 196.92500
2835.09720 9.07580 0.03260 72.79490 130.71710 101.11340 0.21740 3.56010 11.01750 2.62740 11.58300 0.10000 196.77320
2835.24960 9.06270 0.03290 72.75960 131.41470 104.24010 0.22270 3.66220 11.37250 2.62560 11.97610 0.10000 196.61020
2835.40200 8.76000 0.03390 72.85240 131.11020 105.16110 0.22780 3.76650 10.90540 2.62540 11.48980 0.10000 196.73360
2835.55440 8.75750 0.03450 72.95840 130.79130 105.88660 0.22480 3.82770 10.63750 2.62630 11.22850 0.10000 197.02010
2835.70680 8.80960 0.03360 73.02620 130.57310 104.74270 0.21780 3.82440 11.05390 2.62570 11.68340 0.10000 196.87260
2835.85920 8.85020 0.03170 73.18850 131.27020 102.47980 0.21700 3.78110 11.46360 2.62220 12.09990 0.10000 196.52590
2836.01160 8.89090 0.03020 73.66080 130.69640 100.21700 0.21630 3.72860 11.87340 2.61730 12.51640 0.10000 196.17920
2836.16400 8.88250 0.03030 74.34790 133.23070 98.54960 0.22070 3.67400 11.94420 2.61400 12.59620 0.10000 195.72300
2836.31640 8.86780 0.03270 74.85250 134.70940 99.67290 0.23010 3.62000 11.11850 2.61450 11.81890 0.10000 195.80390
2836.46880 8.78190 0.03630 74.83660 135.19580 104.20890 0.23750 3.59450 9.57060 2.61840 10.34030 0.10000 195.84030
2836.62120 8.88180 0.03900 74.33730 135.26990 104.79540 0.23620 3.62880 9.67060 2.62240 10.46230 0.10000 196.41390
2836.77360 8.87650 0.03930 73.83840 135.85250 108.39570 0.23070 3.69260 9.56940 2.62410 10.36990 0.10000 197.08300
2836.92600 8.95010 0.03740 73.80550 135.47860 107.94800 0.22100 3.69940 9.45830 2.62410 10.25970 0.10000 197.01800
2837.07840 9.02000 0.03470 74.25620 135.03550 105.16070 0.21220 3.61110 9.81770 2.62320 10.62790 0.10000 196.61950
2837.23080 8.93680 0.03290 74.68850 132.88140 100.82910 0.20980 3.48830 10.70890 2.62170 11.52240 0.10000 196.43940
2837.38320 8.76330 0.03320 74.46340 130.52060 97.82740 0.21140 3.40100 11.37430 2.62150 12.17080 0.10000 196.24700
2837.53560 8.73130 0.03580 73.35840 130.52390 97.82650 0.21230 3.35950 11.99160 2.62460 12.74850 0.10000 195.91710
2837.68800 8.80840 0.03880 71.72500 130.29190 95.42420 0.21090 3.36000 12.03730 2.62930 12.75410 0.10000 195.84720
2837.84040 8.88020 0.04010 70.27160 127.70910 96.76060 0.20470 3.41230 11.92000 2.63110 12.60200 0.10000 196.33170
2837.99280 8.80980 0.03940 69.55470 128.11240 94.10090 0.19470 3.49300 12.59850 2.62900 13.22610 0.10000 196.96490
2838.14520 8.89080 0.03840 69.62320 126.53990 85.75300 0.18850 3.55210 13.77930 2.62630 14.34930 0.10000 197.27110
2838.29760 9.00280 0.03800 70.09250 126.90770 86.06310 0.18780 3.58370 14.04680 2.62450 14.60350 0.10000 197.22980
2838.45000 9.11490 0.03770 70.49950 128.28380 86.37320 0.18710 3.60910 14.31430 2.62290 14.85770 0.10000 197.18850
2838.60240 9.28170 0.03650 70.67000 130.09850 87.48410 0.18880 3.60760 13.44840 2.62130 14.00500 0.10000 196.88940
2838.75480 9.03850 0.03400 70.86660 132.77280 87.07860 0.19270 3.55170 12.36680 2.62050 12.96260 0.10000 196.72740
2838.90720 8.71720 0.03120 71.52280 133.55620 89.15810 0.21340 3.47570 13.17090 2.62010 13.79520 0.10000 197.56910
2839.05960 8.68710 0.02960 72.70560 133.53210 94.43460 0.22230 3.43300 12.93690 2.62080 13.62060 0.10000 197.78060
2839.21200 8.78890 0.03030 73.97810 135.63460 99.91270 0.22780 3.42640 12.01450 2.62350 12.74170 0.10000 197.78260
2839.36440 8.85120 0.03260 74.73840 137.36610 102.42360 0.23330 3.44060 11.00910 2.62700 11.75110 0.10000 197.77420
2839.51680 8.76110 0.03480 74.72720 137.46540 103.98650 0.23490 3.49540 10.14490 2.62790 10.88870 0.10000 197.78770
2839.66920 8.88250 0.03540 74.23110 136.19150 103.30450 0.23330 3.60880 10.05020 2.62420 10.78560 0.10000 197.66120
2839.82160 8.84450 0.03440 73.72640 134.72150 101.78300 0.23590 3.73830 9.83490 2.61800 10.55630 0.10000 197.30650
2839.97400 8.82040 0.03320 73.40820 134.92420 102.94160 0.24120 3.81430 9.41890 2.61350 10.13240 0.10000 196.88280
2840.12640 8.86330 0.03320 73.13290 135.69530 102.31750 0.24180 3.80430 9.51420 2.61340 10.24170 0.10000 196.77370
2840.27880 9.01230 0.03430 72.87590 134.97530 96.68130 0.23980 3.71860 10.28490 2.61660 11.04630 0.10000 196.96150
2840.43120 8.99030 0.03490 73.00320 134.01080 97.76690 0.24230 3.59370 10.84200 2.61980 11.55910 0.10000 197.23800
2840.58360 9.01960 0.03390 73.91950 133.34880 101.24290 0.24640 3.48240 10.52090 2.61960 11.20220 0.10000 197.46380
2840.73600 8.97620 0.03220 75.48950 133.38170 102.90730 0.24610 3.42680 10.27390 2.61590 10.95650 0.10000 197.60060
2840.88840 8.93270 0.03160 76.88970 133.64380 104.57170 0.24580 3.42750 10.02690 2.61140 10.71080 0.10000 197.73730
2841.04080 8.79830 0.03230 77.30910 133.81650 108.09230 0.24250 3.44850 9.28070 2.60880 9.94400 0.10000 198.08950
2841.19320 8.84420 0.03350 76.58440 133.62450 106.38830 0.23510 3.46170 8.86360 2.60920 9.49440 0.10000 198.24510
2841.34560 8.71340 0.03460 75.21190 134.50000 100.65320 0.22150 3.46810 10.25420 2.61270 10.87350 0.10000 197.88750
2841.49800 8.80630 0.03640 73.83240 134.68470 97.73160 0.21890 3.46980 10.32810 2.62070 10.94690 0.10000 198.16530
2841.65040 8.87900 0.04000 72.66070 133.62390 96.51260 0.21330 3.46690 10.32340 2.63320 10.92330 0.10000 198.08290
2841.80280 8.88130 0.04430 71.67640 132.75700 98.85640 0.20620 3.48130 11.43290 2.64530 12.01500 0.10000 197.42310
2841.95520 8.84670 0.04640 70.94330 133.28810 96.79570 0.20270 3.53520 13.37340 2.64950 13.92970 0.10000 197.11570
2842.10760 8.99110 0.04470 70.65430 134.74050 98.69340 0.20900 3.61320 13.16160 2.64390 13.70060 0.10000 197.34550
2842.26000 9.05520 0.04110 70.90090 136.11980 102.32960 0.21730 3.67570 11.16580 2.63430 11.69950 0.10000 197.36760
2842.41240 8.97770 0.03890 71.56400 135.69880 100.25090 0.21970 3.69530 10.58870 2.62780 11.11060 0.10000 197.16650
2842.56480 9.01860 0.03890 72.32140 135.18700 95.43080 0.21620 3.67150 11.12000 2.62560 11.63800 0.10000 197.27840
2842.71720 9.04570 0.03980 72.78760 134.71950 94.63310 0.21080 3.62200 11.46860 2.62510 11.96160 0.10000 197.65350
2842.86960 9.06340 0.04080 72.95920 134.52400 97.01500 0.20490 3.56980 11.00410 2.62580 11.47970 0.10000 198.05900
2843.02200 9.06260 0.04160 72.97560 133.06880 98.33380 0.20280 3.54630 10.78220 2.62870 11.27610 0.10000 198.46390
2843.17440 9.02900 0.04130 72.93220 132.43240 98.04610 0.20480 3.56690 11.02750 2.63240 11.53440 0.10000 198.55880
2843.32680 8.99540 0.03940 72.90010 131.06910 97.75830 0.20680 3.58070 11.27270 2.63400 11.79270 0.10000 198.65380
2843.47920 9.09770 0.03750 72.74930 129.74370 95.37220 0.21370 3.51260 12.74560 2.63390 13.27090 0.10000 198.33460
2843.63160 9.13920 0.03740 72.37590 131.05580 93.14530 0.22000 3.39280 13.40620 2.63400 13.94730 0.10000 197.57630
2843.78400 9.08950 0.03940 71.96940 132.52690 100.58340 0.24300 3.34570 10.70500 2.63470 11.33540 0.10000 196.81040
2843.93640 9.01860 0.04210 71.96520 131.60000 100.58380 0.24960 3.43130 9.08420 2.63510 9.72010 0.10000 197.21160
2844.08880 9.00360 0.04330 72.63440 132.93740 102.42390 0.24510 3.59570 8.49010 2.63400 9.12540 0.10000 197.36600
2844.24120 9.00530 0.04180 73.76660 134.76560 101.45380 0.23790 3.75010 8.74570 2.63020 9.40030 0.10000 197.22510
2844.39360 8.95960 0.03800 74.73450 136.05100 101.40040 0.23460 3.82030 9.53560 2.62460 10.24320 0.10000 197.20410
2844.54600 8.69800 0.03430 74.98060 137.36230 99.89940 0.23130 3.77240 10.04680 2.61950 10.80370 0.10000 197.38440
2844.69840 8.74830 0.03230 74.47550 138.36370 97.84140 0.22640 3.65030 10.40700 2.61730 11.18900 0.10000 197.58720
2844.85080 8.75140 0.03270 73.64700 138.15340 99.50550 0.22280 3.52020 10.68980 2.61890 11.44640 0.10000 197.94270
2845.00320 8.73290 0.03480 72.98880 139.00970 98.36980 0.21850 3.39610 10.79360 2.62380 11.47760 0.10000 198.38820
2845.15560 8.69450 0.03710 72.54680 138.18250 97.31440 0.21540 3.28780 10.96440 2.62890 11.59560 0.10000 198.65770
2845.30800 8.70190 0.03820 72.03060 137.14240 100.76480 0.21570 3.25770 10.75740 2.63140 11.33790 0.10000 198.65960
2845.46040 8.76440 0.03840 71.33830 134.82220 100.18060 0.21450 3.34730 10.25210 2.63210 10.80670 0.10000 198.41320
2845.61280 8.75790 0.03870 70.75050 133.97720 100.14550 0.21110 3.50150 10.32060 2.63360 10.86830 0.10000 198.16020
2845.76520 8.75140 0.03890 70.78850 133.40210 100.11040 0.20760 3.60760 10.38910 2.63580 10.92990 0.10000 197.90720
2845.91760 8.67850 0.03910 71.69940 132.18760 97.43450 0.20240 3.58810 11.74240 2.63800 12.27800 0.10000 197.63890
2846.07000 8.73170 0.03990 73.08180 132.48590 94.49020 0.20610 3.44650 12.78640 2.64120 13.32960 0.10000 198.01120
2846.22240 8.96970 0.04110 74.27110 131.83370 101.00760 0.22900 3.25680 10.75010 2.64570 11.39760 0.10000 198.67060
2846.37480 8.87870 0.04070 74.95870 132.44660 103.45120 0.23130 3.13550 9.77610 2.64700 10.47530 0.10000 198.42020
2846.52720 8.89000 0.03760 75.26400 133.03240 103.53350 0.22730 3.17270 9.72410 2.64150 10.44680 0.10000 198.40060
2846.67960 8.93470 0.03370 75.43300 132.77190 101.89840 0.22370 3.35380 10.16700 2.63150 10.89830 0.10000 198.84050
2846.83200 8.87340 0.03180 75.46580 131.91360 103.19470 0.22340 3.56470 10.17940 2.62330 10.90490 0.10000 199.35600
2846.98440 8.91340 0.03280 75.14080 131.88260 106.03770 0.22480 3.67970 9.71470 2.62100 10.42140 0.10000 199.46780
2847.13680 8.77480 0.03570 74.41740 131.33670 106.94160 0.22750 3.64430 9.55730 2.62470 10.22400 0.10000 199.10110
2847.28920 8.74510 0.03880 73.63970 131.28450 106.47450 0.22950 3.49270 10.44200 2.63080 11.04440 0.10000 198.61140
2847.44160 8.69160 0.04050 73.24750 131.43680 102.36680 0.23280 3.32560 12.50140 2.63520 13.03180 0.10000 198.47970
2847.59400 8.74730 0.03960 73.22130 131.83390 99.40520 0.23520 3.25490 12.87450 2.63460 13.36220 0.10000 198.98930
2847.74640 8.87920 0.03640 73.19590 131.93710 101.38990 0.23560 3.31700 11.29640 2.62880 11.79110 0.10000 199.82250
2847.89880 8.84550 0.03270 73.03590 132.83470 102.35510 0.23510 3.42710 10.33500 2.62230 10.84230 0.10000 200.24940
2848.05120 8.67650 0.03150 72.94060 133.32620 104.81580 0.23550 3.47090 9.98440 2.62020 10.49820 0.10000 200.10200
2848.20360 8.82760 0.03320 73.20670 134.38590 107.38640 0.23500 3.44270 9.54960 2.62320 10.06260 0.10000 199.81380
2848.35600 8.89590 0.03560 73.85080 135.11570 105.66490 0.23570 3.42440 9.48930 2.62790 10.00670 0.10000 199.72240
2848.50840 8.96410 0.03570 74.44530 135.44120 103.94350 0.23640 3.46820 9.42900 2.62940 9.95080 0.10000 199.63110
2848.66080 8.77990 0.03270 74.72170 136.20380 104.35750 0.24690 3.57630 9.70400 2.62540 10.24840 0.10000 199.56820
2848.81320 8.90990 0.02860 74.91120 137.37770 107.84700 0.24570 3.72360 9.64920 2.61740 10.17840 0.10000 199.67010
2848.96560 9.06960 0.02600 75.28580 137.09910 110.98570 0.24340 3.85930 9.58860 2.61010 10.10290 0.10000 199.57410
2849.11800 9.19750 0.02560 75.79810 136.74700 107.68250 0.24530 3.95020 9.36840 2.60630 9.86720 0.10000 199.35110
2849.27040 9.07800 0.02580 76.11160 137.33290 105.00730 0.24320 4.00910 8.90090 2.60480 9.38420 0.10000 199.36040
2849.42280 8.87340 0.02530 76.01320 137.05750 104.97200 0.23800 4.03890 8.74700 2.60370 9.24240 0.10000 199.64080
2849.57520 8.89770 0.02490 75.76120 135.86150 104.12050 0.23820 4.00450 8.86800 2.60350 9.34880 0.10000 199.83100
2849.72760 8.92200 0.02550 75.82320 137.17200 103.26900 0.23840 3.90890 8.98910 2.60540 9.45520 0.10000 200.02120
2849.88000 8.91360 0.02650 76.33080 136.90140 104.19130 0.24310 3.82080 9.39680 2.60820 9.75880 0.10000 200.27320
2850.03240 8.85550 0.02680 76.98230 137.53930 110.81260 0.24290 3.77650 9.26980 2.60980 9.64410 0.10000 199.92080
2850.18480 8.74850 0.02620 77.41880 138.74630 114.06840 0.24660 3.73020 8.92530 2.61000 9.31070 0.10000 199.44680
2850.33720 8.72830 0.02580 77.63680 138.46710 113.64460 0.25030 3.63800 8.78260 2.61120 9.15340 0.10000 199.10410
2850.48960 8.68490 0.02620 77.86400 138.49140 113.44680 0.24790 3.51800 8.91010 2.61490 9.28920 0.10000 199.20340
2850.64200 8.69410 0.02700 78.12580 138.78340 114.27010 0.23990 3.42020 9.08470 2.62040 9.49070 0.10000 199.67530
2850.79440 8.72620 0.02790 78.21400 138.18170 113.84110 0.23570 3.39880 9.03310 2.62530 9.43830 0.10000 199.67490
2850.94680 8.75820 0.02890 77.92930 138.00910 113.41220 0.23150 3.47930 8.98150 2.62740 9.38590 0.10000 199.67450
2851.09920 8.73330 0.03080 77.42880 137.70590 107.28040 0.22910 3.60900 9.00200 2.62770 9.40670 0.10000 198.81200
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2852.47080 8.80100 0.04100 76.66570 137.94310 107.47020 0.23810 3.43510 9.09570 2.63800 9.48710 0.10000 199.60070
2852.62320 8.79570 0.03960 75.12890 137.13540 106.61560 0.23910 3.39100 9.10690 2.63300 9.46270 0.10000 199.49470
2852.77560 8.72910 0.03980 73.33720 136.45290 105.97110 0.23760 3.38750 9.90270 2.63200 10.21250 0.10000 199.38140
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2853.38520 8.72560 0.03820 78.10300 139.23050 107.40220 0.23870 3.53010 10.50270 2.63010 10.75660 0.10000 198.98530
2853.53760 8.71880 0.03590 80.21390 140.40480 113.16140 0.24860 3.50310 9.41570 2.62880 9.76230 0.10000 199.36400
2853.69000 8.74860 0.03340 80.96920 142.31180 109.15210 0.25700 3.47580 9.14450 2.62580 9.50960 0.10000 199.25430
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2854.60440 8.66110 0.02890 81.26140 147.06230 120.77760 0.27310 3.79030 7.93560 2.61310 8.44110 0.10000 198.72610
2854.75680 8.64980 0.03060 80.57470 146.33750 118.97810 0.27380 3.88500 8.13370 2.61360 8.60860 0.10000 199.39640
2854.90920 8.68400 0.03220 79.79200 145.12430 119.42070 0.26270 3.81060 8.04880 2.61270 8.50540 0.10000 200.02110
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2855.21400 8.80810 0.03320 77.82510 142.00440 114.62510 0.22990 3.56190 8.76690 2.60910 9.21010 0.10000 199.49550
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2855.82360 8.96660 0.03680 78.21170 140.29050 107.70080 0.25090 3.50180 9.76710 2.61880 10.24190 0.10000 199.52410
2855.97600 8.98050 0.03490 78.24290 141.91010 108.91220 0.27310 3.47890 8.27740 2.61430 8.81970 0.10000 199.41150
2856.12840 8.80960 0.03390 78.10970 142.95140 112.01920 0.26310 3.49340 8.06260 2.61190 8.65530 0.10000 198.98040
2856.28080 8.81550 0.03450 78.18980 143.73110 112.78440 0.25350 3.52870 8.01800 2.61200 8.70230 0.10000 198.64190
2856.43320 8.81020 0.03610 78.65490 144.14580 109.38360 0.25290 3.55650 8.26450 2.61290 9.03840 0.10000 198.51460
2856.58560 8.76200 0.03790 79.20880 144.09540 112.16560 0.25410 3.56030 8.51870 2.61380 9.33100 0.10000 198.67470
2856.73800 8.72570 0.03910 79.18070 143.59400 113.48240 0.25030 3.52500 8.75110 2.61590 9.57800 0.10000 198.82570
2856.89040 8.73450 0.03990 78.13680 142.28250 113.52670 0.24630 3.45670 8.67270 2.62030 9.48750 0.10000 198.78150
2857.04280 8.74330 0.04080 76.24550 141.04820 113.57090 0.24240 3.41070 8.59420 2.62670 9.39700 0.10000 198.73740
2857.19520 8.76020 0.04200 74.15550 139.49010 109.01780 0.22740 3.44210 9.10270 2.63330 9.84010 0.10000 198.81810
2857.34760 8.66270 0.04290 72.79610 138.52190 104.12090 0.22630 3.52620 10.30100 2.63730 11.07210 0.10000 198.85690
2857.50000 8.66920 0.04240 72.94420 137.03580 104.49760 0.23140 3.57050 10.95840 2.63680 11.86820 0.10000 198.69840
2857.65240 8.69900 0.04040 74.45120 136.28990 111.54040 0.23600 3.52810 10.25090 2.63200 11.30220 0.10000 198.62880
2857.80480 8.76340 0.03730 76.31330 136.27590 111.60340 0.23480 3.45860 9.70320 2.62510 10.87890 0.10000 198.50010
2857.95720 8.74370 0.03410 77.40400 134.44200 104.72320 0.23050 3.42990 9.69620 2.61950 11.01550 0.10000 197.77670
2858.10960 8.73900 0.03200 77.09520 133.42940 103.28120 0.22880 3.42760 10.18780 2.61790 11.60980 0.10000 197.08580
2858.26200 8.73420 0.03180 75.66380 132.80550 101.83930 0.22700 3.41250 10.67940 2.62070 12.20410 0.10000 196.39490
2858.41440 8.92360 0.03360 73.98210 130.72790 101.21680 0.22050 3.40780 11.36040 2.62560 13.01940 0.10000 193.83920
2858.56680 8.89460 0.03620 72.63110 130.13200 103.82340 0.21740 3.47010 10.53410 2.62940 12.02080 0.10000 193.46680
2858.71920 8.83770 0.03800 71.60550 128.76590 97.09820 0.21760 3.60860 10.89320 2.63000 12.27560 0.10000 195.04680
2858.87160 8.84180 0.03820 70.86570 128.16900 94.75620 0.21600 3.73910 12.02750 2.62720 13.48460 0.10000 198.30070
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2859.17640 8.95370 0.03710 70.50530 127.74270 95.90010 0.21360 3.55660 11.41930 2.62310 13.15260 0.10000 202.40530
2859.32880 8.89870 0.03730 70.63380 126.45970 95.47000 0.21410 3.35730 11.49550 2.62590 13.29920 0.10000 202.70770
2859.48120 8.84370 0.03700 70.42230 128.04170 95.03990 0.21460 3.26600 11.57180 2.63080 13.44590 0.10000 203.01010
2859.63360 8.92370 0.03760 69.73980 128.27510 92.52240 0.21630 3.34220 13.01640 2.64400 15.06010 0.10000 202.89810
2859.78600 8.85110 0.03870 68.97410 128.43200 97.27370 0.21470 3.38910 13.76120 2.64710 15.67170 0.10000 202.40450
2859.93840 8.79110 0.03890 68.68170 129.95520 95.13960 0.21520 3.42520 13.93020 2.64480 15.67310 0.10000 201.94960
2860.09080 8.79160 0.03770 69.11470 131.38870 94.11840 0.21940 3.48580 13.46030 2.63910 14.92430 0.10000 202.12280
2860.24320 8.84640 0.03590 69.99280 133.07170 95.80830 0.22540 3.59590 13.01590 2.63290 14.29880 0.10000 202.89570
2860.39560 8.90690 0.03550 70.87660 135.34690 95.51950 0.23140 3.70540 13.03180 2.62990 14.29430 0.10000 203.29250
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2860.70040 8.81220 0.03850 72.16570 137.18430 98.12290 0.23330 3.72330 12.76410 2.63400 14.03270 0.10000 203.02030
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2861.15760 9.36150 0.05490 76.21970 140.84420 99.36900 0.25150 3.52720 9.13840 2.65270 10.17800 0.10000 202.94900
2861.31000 9.29590 0.05340 77.84720 141.00250 103.41010 0.24290 3.50050 9.25980 2.64840 10.21280 0.10000 203.27740
2861.46240 9.13880 0.05170 78.81290 140.77830 105.47770 0.23700 3.44390 9.09800 2.64520 9.94310 0.10000 203.30060
2861.61480 8.75140 0.05020 78.89450 140.35120 104.22600 0.23830 3.40080 8.82410 2.64270 9.56210 0.10000 203.01070
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2861.91960 8.73760 0.04840 77.63450 139.98270 107.07070 0.23920 3.39700 8.82310 2.64030 9.47920 0.10000 202.54610
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2862.22440 8.92070 0.03420 76.88120 138.58350 104.98770 0.24500 3.42720 9.37740 2.62370 9.85730 0.10000 203.06330
2862.37680 8.85210 0.02800 76.90520 137.97150 105.54600 0.25420 3.53300 9.35810 2.61330 9.80780 0.10000 202.99660
2862.52920 8.86720 0.02440 77.27490 138.34660 104.73970 0.25360 3.71020 9.40420 2.60510 9.82720 0.10000 202.75880
2862.68160 9.08730 0.02460 78.00470 139.12410 102.33820 0.24850 3.84150 9.39830 2.60300 9.78340 0.10000 202.58550
2862.83400 9.08770 0.02770 78.81040 139.63810 106.82150 0.24570 3.82630 9.16270 2.60710 9.52090 0.10000 202.36490
2862.98640 8.98750 0.02980 79.11730 140.00170 107.21140 0.24540 3.76230 9.02740 2.61030 9.37880 0.10000 202.38560
2863.13880 8.88720 0.03190 78.51300 141.35610 107.60120 0.24520 3.69830 8.89200 2.61360 9.23660 0.10000 202.40620
2863.29120 8.75420 0.03690 77.30210 142.43780 111.32800 0.25680 3.56220 8.55560 2.62090 8.91520 0.10000 203.13900
2863.44360 8.73150 0.03590 76.29330 143.41280 111.74980 0.25860 3.62290 8.62440 2.61960 8.99340 0.10000 202.95440
2863.59600 8.82290 0.03280 76.07870 143.89100 108.57500 0.25500 3.69550 8.79990 2.61590 9.17470 0.10000 202.95020
2863.74840 8.82910 0.02950 76.54800 143.03740 105.28720 0.25640 3.70440 8.87180 2.61260 9.24700 0.10000 203.07970
2863.90080 8.77860 0.02790 77.03320 142.64720 106.61160 0.25780 3.60390 8.89170 2.61220 9.26690 0.10000 202.84360
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2864.35800 8.96620 0.03150 76.97630 142.07550 106.64920 0.24900 3.30040 9.08780 2.62000 9.46600 0.10000 202.29530
2864.51040 8.96080 0.03940 76.93130 142.05780 106.01240 0.24470 3.28020 9.60460 2.63370 9.98500 0.10000 202.96840
2864.66280 9.06030 0.04190 76.62860 140.96370 106.26350 0.23870 3.27500 9.68570 2.64030 10.08140 0.10000 202.86240
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2902.61040 8.64150 0.03420 74.91080 139.21400 114.40250 0.23180 3.30510 9.21740 2.63510 9.87130 0.10000 205.54420
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2903.22000 8.58670 0.02870 74.38840 138.29620 103.01940 0.23410 3.19190 10.46360 2.63140 11.04760 0.10000 205.56810
2903.37240 8.61140 0.02810 73.24540 137.75520 99.82490 0.23200 3.22440 10.71730 2.62650 11.30610 0.10000 205.24770
2903.52480 8.55610 0.02990 72.51790 137.59490 104.04960 0.22880 3.30600 11.30810 2.62340 11.90330 0.10000 204.72690
2903.67720 8.58650 0.03120 72.54450 137.68290 106.46610 0.22850 3.41790 11.60820 2.62030 12.20910 0.10000 204.35100
2903.82960 8.59940 0.03000 73.16800 137.86540 105.20750 0.23110 3.52220 10.95320 2.61560 11.57950 0.10000 204.08470
2903.98200 8.59890 0.02790 73.97900 137.39580 108.09250 0.23380 3.58330 9.92340 2.61130 10.56700 0.10000 203.77640
2904.13440 8.59160 0.02780 74.65350 137.77370 110.19640 0.23420 3.59950 9.75180 2.61090 10.39400 0.10000 203.72900
2904.28680 8.58420 0.02760 75.15450 137.22770 112.30030 0.23470 3.61570 9.58020 2.61050 10.22100 0.10000 203.68170
2904.43920 8.57190 0.02930 75.37420 136.31560 112.37350 0.23220 3.66310 9.49990 2.61370 10.14240 0.10000 203.95060
2904.59160 8.62300 0.03110 75.18660 136.47910 110.79260 0.22490 3.73810 9.36430 2.61950 10.03380 0.10000 204.53580
2904.74400 8.61220 0.03080 74.74150 136.42910 110.52920 0.21270 3.88470 9.43370 2.63280 10.17550 0.10000 205.13720
2904.89640 8.59330 0.03020 74.41560 136.12440 110.97360 0.21050 3.90090 10.58510 2.63570 11.36590 0.10000 204.80810
2905.04880 8.57780 0.02990 74.64810 135.90970 110.30310 0.21260 3.87660 11.67330 2.63330 12.45390 0.10000 204.42080
2905.20120 8.55690 0.02960 75.43190 135.90880 108.38160 0.22140 3.89150 10.92660 2.62620 11.66290 0.10000 204.07740
2905.35360 8.58670 0.02930 76.15430 135.95730 107.79720 0.23090 4.00980 9.70730 2.61810 10.39870 0.10000 203.91850
2905.50600 8.61860 0.02980 76.16670 136.11730 110.25350 0.23180 4.16300 9.44930 2.61500 10.12830 0.10000 204.02260
2905.65840 8.63030 0.03130 75.40080 135.34360 109.50820 0.22570 4.18800 9.41910 2.61880 10.08530 0.10000 204.24310
2905.81080 8.63780 0.03260 74.38170 134.35650 99.68660 0.22180 4.00950 9.63680 2.62550 10.29280 0.10000 204.44620
2905.96320 8.64600 0.03250 73.71500 134.44980 98.56480 0.22180 3.72850 10.64120 2.63000 11.31110 0.10000 204.74490
2906.11560 8.55510 0.03220 73.56860 135.17050 101.51040 0.22540 3.49310 11.39060 2.63250 12.06490 0.10000 204.94520
2906.26800 8.58460 0.03360 73.59210 135.16470 100.89170 0.23110 3.37070 10.82450 2.63590 11.48790 0.10000 204.90240
2906.42040 8.59620 0.03610 73.47540 135.36920 103.70120 0.23140 3.35260 10.00180 2.63960 10.67400 0.10000 204.85110
2906.57280 8.59820 0.03720 73.27010 136.22250 107.29830 0.22600 3.38650 9.69910 2.64020 10.39820 0.10000 204.87660
2906.72520 8.60640 0.03650 73.25180 136.22270 108.88160 0.22480 3.39180 9.76190 2.63930 10.47770 0.10000 204.78920
2906.87760 8.61460 0.03590 73.68050 136.78390 110.46480 0.22360 3.39700 9.82470 2.63840 10.55720 0.10000 204.70170
2907.03000 8.70300 0.03480 74.34260 136.54200 108.70080 0.22590 3.33030 10.20260 2.63910 10.98030 0.10000 204.35850
2907.18240 8.72840 0.04000 74.72750 136.53140 106.00300 0.23370 3.15300 10.55600 2.65150 11.38000 0.10000 204.40070
2907.33480 8.67420 0.04210 74.45300 136.11330 106.01070 0.23270 3.23590 9.83960 2.65210 10.61280 0.10000 204.81200
2907.48720 8.62460 0.04060 73.49110 135.72430 106.01380 0.22620 3.43240 9.67120 2.64490 10.41020 0.10000 205.19970
2907.63960 8.60230 0.03740 72.42270 134.51640 107.40850 0.21640 3.66800 9.90180 2.63470 10.62720 0.10000 205.30970
2907.79200 8.57220 0.03580 72.03850 134.60930 106.29740 0.20890 3.90110 10.15260 2.62770 10.85870 0.10000 205.09950
2907.94440 8.55700 0.03730 72.73730 134.34590 103.09340 0.20910 4.07750 10.66860 2.62690 11.36640 0.10000 204.78830
2908.09680 8.55920 0.04010 74.22710 133.97830 102.57400 0.20980 4.11070 11.49920 2.63030 12.19620 0.10000 204.36440
2908.24920 8.58400 0.04140 75.74460 133.37790 100.58510 0.20750 3.99860 12.10300 2.63310 12.79290 0.10000 203.75970
2908.40160 8.61540 0.04040 76.57720 133.32280 99.22680 0.20810 3.85990 11.50630 2.63240 12.19560 0.10000 203.28780
2908.55400 8.58960 0.03840 76.52030 133.72700 100.99030 0.21280 3.78360 10.92270 2.62970 11.61800 0.10000 203.27480
2908.70640 8.60150 0.03710 75.96380 134.26230 106.13690 0.21590 3.73910 10.38670 2.62850 11.10090 0.10000 203.61330
2908.85880 8.55410 0.03670 75.31280 134.20760 110.60820 0.21610 3.66040 10.10220 2.62940 10.83260 0.10000 204.15610
2909.01120 8.58430 0.03680 74.80510 134.12920 108.59770 0.21440 3.54170 10.18300 2.63190 10.91640 0.10000 204.76330
2909.16360 8.58960 0.03730 74.54450 133.74940 107.66650 0.21310 3.48130 10.22420 2.63440 10.95690 0.10000 204.89740
2909.31600 8.59500 0.03790 74.34830 133.32100 106.73540 0.21190 3.42090 10.26540 2.63680 10.99740 0.10000 205.03150
2909.46840 8.55650 0.04090 73.96600 132.67010 107.93180 0.20900 3.33450 10.43470 2.64520 11.16410 0.10000 204.86760
2909.62080 8.55950 0.04860 73.23890 132.69660 103.75810 0.21180 3.28070 11.04770 2.66070 11.73350 0.10000 204.90750
2909.77320 8.61550 0.04910 72.22200 132.13390 101.86550 0.21340 3.27560 10.87480 2.65950 11.57520 0.10000 205.02590
2909.92560 8.62310 0.04670 71.31470 131.73610 100.56750 0.21300 3.31700 10.81300 2.65190 11.51430 0.10000 204.97500
2910.07800 8.58710 0.04290 70.99810 131.94970 101.26420 0.21270 3.42190 10.67540 2.64160 11.38510 0.10000 204.84620
2910.23040 8.59160 0.03930 71.39870 131.88420 107.51240 0.21210 3.49140 10.41710 2.63390 11.14000 0.10000 204.68370
2910.38280 8.60760 0.03800 72.17980 132.39220 108.42240 0.21050 3.39940 10.44880 2.63270 11.18030 0.10000 204.54200
2910.53520 8.59920 0.03920 72.87250 132.36310 109.07140 0.20690 3.18470 10.78600 2.63730 11.51230 0.10000 204.47190
2910.68760 8.53710 0.04160 73.16280 131.48570 109.63160 0.20410 3.02920 10.94970 2.64200 11.65260 0.10000 204.30350
2910.84000 8.58960 0.04350 73.04430 131.05400 107.28380 0.20530 3.05210 10.79930 2.64270 11.47750 0.10000 204.05100
2910.99240 8.63020 0.04460 72.78520 130.85210 106.88680 0.20930 3.21820 10.59190 2.64160 11.26420 0.10000 204.12120
2911.14480 8.54950 0.04610 72.66650 130.51940 107.34590 0.21270 3.40720 10.74110 2.64370 11.42250 0.10000 204.59190
2911.29720 8.54260 0.04840 72.89480 130.90490 103.42490 0.21190 3.52080 11.58560 2.64950 12.29810 0.10000 205.06230
2911.44960 8.57010 0.04990 73.53710 130.15740 100.00320 0.21070 3.56510 11.89760 2.65400 12.65450 0.10000 205.07470
2911.60200 8.55100 0.04940 74.35870 130.16710 101.14240 0.21230 3.60040 11.35400 2.65320 12.11370 0.10000 205.01200
2911.75440 8.53200 0.04890 74.86190 130.11180 102.28160 0.21400 3.63570 10.81040 2.65240 11.57290 0.10000 204.94920
2911.90680 8.59270 0.04650 74.65800 130.20280 104.50390 0.22240 3.78090 10.10830 2.64710 10.85570 0.10000 205.16990
2912.05920 8.66930 0.04480 73.71250 130.09610 110.46040 0.21500 3.94400 9.85090 2.64330 10.57510 0.10000 205.15640
2912.21160 8.59290 0.04380 72.31210 130.23770 107.78160 0.20280 3.84240 10.28540 2.64170 11.02940 0.10000 204.79740
2912.36400 8.59380 0.04170 71.00910 131.49020 101.57250 0.20050 3.70820 11.50250 2.63850 12.28970 0.10000 204.91400
2912.51640 8.52510 0.04030 70.33490 132.45090 98.08800 0.20540 3.61670 12.08910 2.63760 12.88700 0.10000 205.39700
2912.66880 8.63240 0.04060 70.51390 133.42960 99.22870 0.21250 3.57480 12.10700 2.63950 12.88570 0.10000 205.70760
2912.82120 8.69680 0.04100 71.42150 133.36700 98.54750 0.22260 3.55720 12.09470 2.63960 12.83370 0.10000 205.65100
2912.97360 8.68880 0.03960 72.67880 134.31960 97.72290 0.23360 3.53800 11.51940 2.63450 12.19630 0.10000 205.55660
2913.12600 8.70330 0.03720 73.79650 135.94550 103.12860 0.23830 3.50600 10.52160 2.62660 11.22280 0.10000 205.70580
2913.27840 8.62040 0.03510 74.50520 136.29040 108.89860 0.23530 3.48010 10.43510 2.62070 11.18440 0.10000 205.89900
2913.43080 8.60270 0.03410 74.92200 136.57370 109.29220 0.23150 3.48020 10.49950 2.61920 11.27760 0.10000 206.05860
2913.58320 8.58880 0.03380 75.22160 136.70130 108.25710 0.22970 3.49090 10.32030 2.62130 11.11590 0.10000 206.27900
2913.73560 8.58880 0.03360 75.52410 135.66110 107.75030 0.23140 3.50000 9.78160 2.62380 10.58610 0.10000 206.28520
2913.88800 8.65130 0.03370 75.87940 136.55580 110.50160 0.23680 3.53600 9.38350 2.62440 10.19230 0.10000 206.06310
2914.04040 8.66270 0.03440 76.26170 136.56120 110.59470 0.23960 3.57930 9.38180 2.62470 10.18920 0.10000 206.07880
2914.19280 8.67420 0.03520 76.70680 136.89320 110.68780 0.24240 3.62260 9.38010 2.62490 10.18620 0.10000 206.09450
2914.34520 8.61630 0.03920 77.22440 135.92130 109.25410 0.24550 3.73200 9.45260 2.62840 10.24500 0.10000 206.46820
2914.49760 8.63300 0.04840 77.77800 135.61680 113.46710 0.24470 3.71240 9.48940 2.64300 10.24150 0.10000 206.20590
2914.65000 8.57960 0.04880 78.30180 135.28620 108.35620 0.23480 3.53100 9.86720 2.64800 10.62970 0.10000 205.92170
2914.80240 8.63490 0.04710 78.65420 135.30240 106.31040 0.22960 3.36570 10.02220 2.65040 10.79480 0.10000 206.01170
2914.95480 8.59560 0.04540 78.70740 135.34080 104.83190 0.23430 3.29360 9.97320 2.65060 10.80920 0.10000 206.31760
2915.10720 8.55610 0.04400 78.38080 135.59010 104.76290 0.24410 3.29080 9.40900 2.64780 10.38510 0.10000 206.49210
2915.25960 8.63920 0.04160 77.72190 135.65440 108.80960 0.24930 3.33630 9.12360 2.64090 10.16660 0.10000 206.40180
2915.41200 8.64350 0.03790 77.06860 135.48580 113.32990 0.25090 3.44650 9.12220 2.63100 10.16480 0.10000 206.03420
2915.56440 8.60400 0.03430 76.82380 135.16380 112.71480 0.24830 3.58350 9.21320 2.62170 10.22140 0.10000 205.66040
2915.71680 8.57820 0.03210 76.98460 134.36300 110.52470 0.24340 3.67210 9.33250 2.61580 10.29800 0.10000 205.45930
2915.86920 8.61210 0.03110 77.00570 132.81710 111.94100 0.23910 3.73000 9.32990 2.61240 10.25830 0.10000 205.45430
2916.02160 8.66800 0.03030 76.04580 130.97200 113.91800 0.22040 3.81970 9.15270 2.61000 10.04050 0.10000 205.71480
2916.17400 8.73090 0.02970 73.63700 128.15740 111.18360 0.17240 3.88040 9.27900 2.61020 10.12790 0.10000 205.94090
2916.32640 8.64150 0.02980 70.38020 126.96080 98.61820 0.13120 3.78320 11.72560 2.61470 12.58740 0.10000 205.96900
2916.47880 8.67700 0.03000 67.82870 126.74500 90.40100 0.12420 3.67400 15.70400 2.61740 16.55800 0.10000 205.88950
2916.63120 8.71240 0.03030 67.38940 127.40430 82.18380 0.11730 3.56480 19.68230 2.62010 20.52860 0.10000 205.81010
2916.78360 8.72840 0.03010 69.21410 128.20050 76.68220 0.12840 3.43630 26.19700 2.62140 26.96060 0.10000 205.66490
2916.93600 8.59090 0.03010 72.03920 129.48310 93.61190 0.19190 3.66610 13.01690 2.61780 13.85190 0.10000 205.09980
2917.08840 8.67050 0.03270 74.02420 129.69340 102.52700 0.20640 3.70490 11.68900 2.62240 12.51040 0.10000 204.77400
2917.24080 8.66810 0.03700 74.16660 131.44510 100.77080 0.19780 3.60330 11.57860 2.63240 12.42010 0.10000 204.56660
2917.39320 8.59940 0.04120 72.90070 131.29950 96.64740 0.19120 3.48240 11.55830 2.64290 12.43550 0.10000 204.61440
2917.54560 8.53620 0.04310 71.57410 131.39840 91.01700 0.19670 3.41950 12.99800 2.64810 13.97190 0.10000 204.86420
2917.69800 8.51030 0.04190 71.44280 129.60580 87.42800 0.20810 3.40120 17.27170 2.64510 18.43540 0.10000 205.14930
2917.85040 8.58510 0.03860 72.79570 131.11060 83.56680 0.23040 3.41110 19.04250 2.63650 20.20390 0.10000 205.27310
2918.00280 8.52550 0.03530 75.09250 130.62950 83.24350 0.26120 3.46880 17.18550 2.62740 18.18870 0.10000 205.45870
2918.15520 8.71350 0.03260 77.35750 133.36400 87.28830 0.27580 3.58160 14.49540 2.62030 15.34050 0.10000 205.92370
2918.30760 8.75110 0.03000 78.65380 134.79000 97.57510 0.26020 3.70560 11.69830 2.61450 12.46990 0.10000 206.55850
2918.46000 8.74070 0.02710 78.68960 136.12690 102.72030 0.24390 3.77240 10.10960 2.60870 10.85900 0.10000 207.04060
2918.61240 8.66900 0.02460 77.74470 136.52540 107.48860 0.24010 3.75680 9.14800 2.60440 9.91500 0.10000 207.17830
2918.76480 8.59860 0.02420 76.30890 137.56130 113.42500 0.23860 3.69060 8.74880 2.60460 9.56610 0.10000 207.14530
2918.91720 8.57900 0.02550 74.86270 137.32190 113.38340 0.23730 3.65040 8.71060 2.60760 9.53870 0.10000 207.09710
2919.06960 8.55940 0.02680 73.80310 137.55770 113.34190 0.23590 3.61010 8.67240 2.61050 9.51140 0.10000 207.04900
2919.22200 8.56860 0.03200 73.33730 136.93230 110.80580 0.23290 3.53720 8.66800 2.61980 9.51050 0.10000 206.95880
2919.37440 8.55970 0.03840 73.61780 136.87570 107.90520 0.23210 3.50160 8.66870 2.62950 9.51150 0.10000 207.23430
2919.52680 8.50490 0.04850 74.70470 136.50880 108.95290 0.23340 3.56560 8.68710 2.64540 9.53450 0.10000 208.19800
2919.67920 8.56290 0.04910 76.22530 136.97680 108.69730 0.23240 3.58680 8.80540 2.64770 9.61740 0.10000 208.54300
2919.83160 8.55380 0.04670 77.58510 137.94190 110.23990 0.23370 3.58220 8.94510 2.64490 9.62040 0.10000 208.94300
2919.98400 8.55230 0.04310 78.20330 139.50210 110.31440 0.23870 3.58620 8.84270 2.63960 9.40810 0.10000 209.15120
2920.13640 8.53290 0.04050 77.83640 141.02790 115.87460 0.24230 3.59530 8.81280 2.63580 9.36080 0.10000 209.15080
2920.28880 8.53450 0.04000 76.97910 142.49690 116.05450 0.24330 3.56050 8.81840 2.63610 9.36440 0.10000 209.36520
2920.44120 8.55040 0.04060 76.60980 142.18530 116.00230 0.24470 3.46890 8.82950 2.63920 9.36800 0.10000 209.72140
2920.59360 8.56620 0.04070 77.33890 143.50180 113.89630 0.24570 3.37990 8.84550 2.64180 9.39130 0.10000 209.76770
2920.74600 8.53520 0.03950 78.84260 142.69010 110.55540 0.24400 3.35250 8.84850 2.64230 9.40190 0.10000 209.21420
2920.89840 8.56270 0.03780 80.26190 142.50230 110.96300 0.24210 3.36910 8.83260 2.64160 9.38080 0.10000 208.54000
2921.05080 8.72900 0.03600 80.86600 141.37010 109.32500 0.24130 3.36200 8.80640 2.64060 9.34920 0.10000 208.16730
2921.20320 8.72270 0.03470 80.46430 141.33700 110.50610 0.24010 3.32660 8.75780 2.63830 9.30220 0.10000 208.05500
2921.35560 8.66840 0.03430 79.35390 140.99580 111.85630 0.24000 3.33150 8.70720 2.63630 9.25450 0.10000 208.16380
2921.50800 8.61410 0.03400 77.97220 140.89060 113.20650 0.23990 3.33630 8.65660 2.63420 9.20680 0.10000 208.27250
2921.66040 8.51010 0.03380 76.79120 140.81480 112.48690 0.23990 3.40640 8.62250 2.63010 9.17120 0.10000 208.78690
2921.81280 8.59590 0.03350 76.25330 140.46990 113.22060 0.23490 3.46050 8.80700 2.62830 9.35210 0.10000 209.09220
2921.96520 8.53520 0.03070 76.56390 140.97100 113.16860 0.22700 3.52540 9.41500 2.62460 9.95790 0.10000 208.47490
2922.11760 8.55770 0.02950 77.40640 140.54280 112.87800 0.22800 3.61540 9.44260 2.61970 9.98290 0.10000 208.20930
2922.27000 8.56190 0.02920 78.03040 140.18390 113.57360 0.23180 3.66330 9.31450 2.61610 9.85480 0.10000 208.06810
2922.42240 8.55700 0.02940 77.95330 139.80620 116.33510 0.23570 3.61860 9.25850 2.61570 9.80190 0.10000 207.77880
2922.57480 8.51580 0.03010 77.34840 139.74160 117.31540 0.23860 3.53900 9.33210 2.61770 9.87330 0.10000 207.46700
2922.72720 8.51310 0.03130 76.79140 139.68570 115.80690 0.23850 3.53260 9.46410 2.61970 9.99600 0.10000 207.56120
2922.87960 8.54010 0.03270 76.74470 139.73460 113.30830 0.23910 3.65380 9.72350 2.61920 10.24510 0.10000 207.74210
2923.03200 8.57870 0.03340 77.13320 139.75260 110.61680 0.24080 3.83850 9.67370 2.61660 10.18680 0.10000 207.57590
2923.18440 8.66220 0.03280 77.51590 139.77580 110.66770 0.24300 3.95460 9.15310 2.61510 9.66260 0.10000 207.48480
2923.33680 8.60550 0.03140 77.53860 139.48570 111.97100 0.24450 3.94080 8.80780 2.61650 9.32920 0.10000 207.67960
2923.48920 8.57980 0.02990 77.17570 139.23530 114.74200 0.24120 3.85130 8.79050 2.62010 9.33050 0.10000 207.84270
2923.64160 8.61820 0.02890 76.62100 139.30480 116.47990 0.23510 3.77070 8.89220 2.62420 9.45280 0.10000 207.91580
2923.79400 8.59540 0.02870 76.18960 139.15710 114.56960 0.23330 3.75480 8.99170 2.62540 9.57070 0.10000 207.92100
2923.94640 8.57260 0.02850 76.18800 139.93370 112.65930 0.23160 3.73900 9.09130 2.62650 9.68860 0.10000 207.92610
2924.09880 8.57610 0.02790 76.60000 140.64290 110.89130 0.23170 3.73280 9.43120 2.62440 10.06820 0.10000 207.73390
2924.25120 8.55800 0.02750 77.24110 141.01620 109.71470 0.23350 3.69470 9.60800 2.62010 10.27330 0.10000 207.60530
2924.40360 8.63770 0.03300 77.79610 141.66300 113.13910 0.23380 3.48030 8.36560 2.62680 9.00940 0.10000 208.66680
2924.55600 8.58360 0.03760 77.89690 142.08650 112.78820 0.23390 3.39570 8.35110 2.63590 8.98900 0.10000 209.07720
2924.70840 8.52540 0.03970 77.55840 142.49020 110.87660 0.23520 3.39480 8.48120 2.64040 9.11050 0.10000 208.86120
2924.86080 8.60390 0.03890 77.03280 141.89450 111.55170 0.23320 3.47660 8.68130 2.63930 9.31750 0.10000 208.46770
2925.01320 8.60750 0.03680 76.59230 140.93810 110.16290 0.22940 3.57910 9.08460 2.63580 9.75520 0.10000 208.18750
2925.16560 8.66780 0.03470 76.41980 140.22000 108.17130 0.22760 3.62110 9.28560 2.63280 9.99940 0.10000 207.83100
2925.31800 8.65060 0.03390 76.40300 139.60490 108.14870 0.22780 3.57300 9.54890 2.63220 10.29450 0.10000 207.48710
2925.47040 8.65370 0.03520 76.31360 139.06460 109.15210 0.23010 3.49260 10.10270 2.63380 10.85750 0.10000 207.47580
2925.62280 8.63470 0.03790 76.16180 138.64170 107.79750 0.23820 3.47110 9.76560 2.63510 10.49170 0.10000 207.69410
2925.77520 8.60170 0.04040 75.99020 137.89700 110.25840 0.24550 3.53900 8.83600 2.63440 9.50790 0.10000 207.78530
2925.92760 8.64960 0.04070 75.57170 137.56340 113.75760 0.24180 3.63870 8.49500 2.63180 9.13700 0.10000 207.68210
2926.08000 8.66740 0.03780 74.77660 136.87810 114.02300 0.22970 3.68750 8.68030 2.62810 9.31300 0.10000 207.48320
2926.23240 8.67570 0.03530 73.76720 135.77430 113.40170 0.22440 3.67690 9.03340 2.62610 9.66650 0.10000 207.51110
2926.38480 8.68400 0.03280 73.05870 135.24420 112.78050 0.21910 3.66630 9.38650 2.62410 10.02010 0.10000 207.53900
2926.53720 8.61330 0.02790 73.38990 134.48610 105.34980 0.21520 3.62920 10.21070 2.61980 10.85350 0.10000 207.89760
2926.68960 8.62290 0.02480 74.84210 134.97850 99.72390 0.21470 3.62690 11.11740 2.61610 11.78410 0.10000 208.07040
2926.84200 8.53200 0.02500 76.57350 135.23970 101.53090 0.22100 3.68360 10.55900 2.61560 11.15940 0.10000 207.61350
2926.99440 8.53350 0.02660 77.54690 136.05660 105.04670 0.22770 3.69670 10.36100 2.61830 10.95730 0.10000 207.74060
2927.14680 8.54240 0.02910 77.32990 137.17690 109.45480 0.23120 3.67840 10.22950 2.62290 10.82940 0.10000 207.72730
2927.29920 8.64320 0.03330 76.44650 137.51360 112.07680 0.23170 3.62380 9.71990 2.63070 10.32370 0.10000 207.48540
2927.45160 8.61370 0.03800 75.86550 138.34370 115.17540 0.23240 3.57030 9.07270 2.63820 9.66650 0.10000 207.34590
2927.60400 8.57600 0.04040 76.01790 139.02790 116.00910 0.23440 3.55240 8.80540 2.63930 9.37750 0.10000 207.43490
2927.75640 8.55260 0.04010 76.47430 138.79970 112.83540 0.23410 3.53750 8.78510 2.63520 9.35720 0.10000 207.53860
2927.90880 8.54990 0.03940 76.67670 138.92100 114.11200 0.23440 3.48480 8.81620 2.63180 9.39590 0.10000 207.44640
2928.06120 8.63570 0.03930 76.59490 138.92710 115.95530 0.23640 3.43910 8.88210 2.63080 9.46510 0.10000 207.37380
2928.21360 8.54390 0.03820 76.64720 138.80210 115.58990 0.23600 3.48310 9.00980 2.62900 9.59060 0.10000 207.30900
2928.36600 8.56110 0.03530 77.21950 139.15160 113.44850 0.23010 3.61270 9.16660 2.62500 9.75420 0.10000 207.22880
2928.51840 8.56270 0.03180 78.17390 139.49410 112.88530 0.22550 3.71700 9.28710 2.62120 9.89600 0.10000 207.45410
2928.67080 8.54770 0.03090 78.99540 139.64270 115.03560 0.22730 3.71180 9.31450 2.62080 9.93400 0.10000 207.70650
2928.82320 8.53270 0.03000 79.31070 139.80710 117.18590 0.22910 3.70660 9.34180 2.62040 9.97190 0.10000 207.95900
2928.97560 8.49750 0.03050 79.10050 139.85030 115.41180 0.23590 3.63680 9.24190 2.62240 9.87590 0.10000 208.06370
2929.12800 8.49980 0.03260 78.60370 140.05850 111.83760 0.23940 3.63780 8.82420 2.62490 9.44180 0.10000 207.89470
2929.28040 8.52800 0.03740 78.03050 140.26420 115.05840 0.24200 3.78320 8.54940 2.63110 9.13630 0.10000 208.03990
2929.43280 8.53450 0.03890 77.47260 139.83100 117.46900 0.24050 3.67840 8.66710 2.63480 9.25050 0.10000 208.23210
2929.58520 8.57470 0.03850 76.94120 139.52830 118.27410 0.23520 3.48210 8.72950 2.63620 9.31610 0.10000 208.47180
2929.73760 8.69220 0.03650 76.48770 139.41280 116.60350 0.22900 3.34580 8.99280 2.63580 9.59270 0.10000 208.59870
2929.89000 8.72070 0.03490 76.29550 139.03750 114.57050 0.22070 3.33320 9.57600 2.63660 10.20010 0.10000 208.56260
2930.04240 8.64740 0.03460 76.52670 138.67090 112.94200 0.21270 3.40270 9.88840 2.63880 10.53580 0.10000 208.47380
2930.19480 8.60890 0.03480 77.17170 138.93960 109.93670 0.21200 3.48410 9.82490 2.63950 10.49740 0.10000 208.53730
2930.34720 8.61220 0.03480 77.83060 139.04040 113.92910 0.22200 3.53390 9.37740 2.63800 10.01690 0.10000 208.80700
2930.49960 8.69470 0.03580 78.01300 139.80440 116.50240 0.23340 3.54700 8.79520 2.63800 9.42290 0.10000 209.03770
2930.65200 8.70270 0.03790 77.71170 140.97490 114.73330 0.24030 3.55050 8.55250 2.64120 9.19270 0.10000 208.96360
2930.80440 8.68510 0.03990 77.44720 141.31350 112.67960 0.24530 3.55860 8.49220 2.64470 9.17930 0.10000 208.71600
2930.95680 8.58120 0.04050 77.84860 142.65370 113.95540 0.24590 3.52970 8.67530 2.64570 9.44540 0.10000 208.32030
2931.10920 8.56890 0.04050 78.90020 143.10770 116.16830 0.24470 3.48200 8.71240 2.64540 9.50270 0.10000 208.10930
2931.26160 8.55650 0.04050 79.90700 143.97130 118.38110 0.24340 3.43440 8.74960 2.64510 9.56000 0.10000 207.89820
2931.41400 8.57500 0.04120 80.16730 144.25060 119.34940 0.24730 3.34060 8.63870 2.64480 9.46610 0.10000 207.70940
2931.56640 8.59620 0.04290 79.55850 143.55110 119.35180 0.26000 3.33660 8.26230 2.64520 9.09080 0.10000 207.77480
2931.71880 8.70850 0.04350 78.62840 142.84540 120.00820 0.26360 3.47770 7.73860 2.64090 8.50920 0.10000 208.07870
2931.87120 8.72520 0.04030 77.86190 142.46450 118.07500 0.25620 3.47840 8.05270 2.63440 8.81910 0.10000 208.38190
2932.02360 8.77250 0.03660 77.32150 141.15590 116.35960 0.24130 3.44570 8.56750 2.62860 9.35780 0.10000 208.70860
2932.17600 8.79830 0.03410 76.79050 139.75510 114.60620 0.22320 3.44190 9.20470 2.62640 9.98490 0.10000 208.94410
2932.32840 8.89800 0.03240 76.09380 136.86360 106.97600 0.21400 3.50010 10.19200 2.62670 10.96320 0.10000 208.83610
2932.48080 8.93420 0.03020 75.39560 134.41620 101.39230 0.21590 3.60990 11.32630 2.62510 12.09810 0.10000 208.34360
2932.63320 9.00300 0.02750 74.72590 132.20740 100.83190 0.21870 3.72540 11.78810 2.62010 12.57310 0.10000 207.92510
2932.78560 8.94890 0.02630 73.89840 131.06810 102.16430 0.21580 3.79890 11.52710 2.61540 12.31810 0.10000 207.95040
2932.93800 8.97730 0.02800 72.95810 129.67260 98.50870 0.20210 3.82310 11.71870 2.61550 12.47270 0.10000 208.31890
2933.09040 9.06550 0.03170 72.37120 129.13860 90.02990 0.19230 3.82600 12.09360 2.62040 12.82320 0.10000 208.47360
2933.24280 8.97180 0.03460 72.69970 129.05320 86.74530 0.19750 3.83860 12.44090 2.62500 13.14730 0.10000 208.13540
2933.39520 9.07760 0.03460 73.88570 129.79930 94.38040 0.21980 3.87800 11.48370 2.62450 12.15250 0.10000 207.50960
2933.54760 9.05900 0.03340 75.02180 130.88930 99.75040 0.22750 3.90250 10.97750 2.62210 11.63330 0.10000 207.37610
2933.70000 9.04030 0.03230 75.07610 132.51830 105.12030 0.23520 3.92700 10.47120 2.61970 11.11400 0.10000 207.24260
2933.85240 8.82480 0.02980 74.05270 133.09970 102.87480 0.22030 3.92620 11.33470 2.61540 11.97240 0.10000 207.55890
2934.00480 8.71920 0.02920 72.96520 134.49400 94.79860 0.19190 3.82660 14.50480 2.61590 15.15000 0.10000 207.88230
2934.15720 8.90350 0.03440 72.81380 135.08790 94.89720 0.18190 3.50080 13.01540 2.63000 13.71610 0.10000 207.02710
2934.30960 8.97440 0.03770 73.77130 134.97830 104.59560 0.19540 3.42930 10.15680 2.63500 10.91540 0.10000 206.89940
2934.46200 8.96790 0.04030 74.97420 134.99130 108.21850 0.20280 3.42930 9.45910 2.63590 10.24140 0.10000 207.05920
2934.61440 8.83160 0.04260 75.39800 134.20060 103.43160 0.19940 3.44810 9.89310 2.63570 10.70950 0.10000 207.26080
2934.76680 9.06780 0.04420 74.80270 132.89290 101.51310 0.19480 3.45220 10.46630 2.63640 11.32150 0.10000 207.40460
2934.91920 8.93050 0.04370 73.65600 134.00450 103.33140 0.19680 3.45770 10.35640 2.63600 11.22930 0.10000 207.51680
2935.07160 9.00840 0.03980 72.74600 132.51370 101.31580 0.20330 3.52030 10.62910 2.63050 11.50680 0.10000 207.99380
2935.22400 9.04470 0.03380 72.71600 132.94120 99.29520 0.21150 3.64980 10.83600 2.62050 11.65980 0.10000 208.77980
2935.37640 8.93210 0.02860 73.52750 133.50000 104.47380 0.22240 3.74960 10.05620 2.61260 10.80470 0.10000 209.10930
2935.52880 8.99310 0.02710 74.57340 134.15470 110.94940 0.22910 3.72610 9.20420 2.61300 9.91450 0.10000 208.78360
2935.68120 8.92790 0.02960 75.17840 135.03850 108.23030 0.22580 3.61820 9.01750 2.62100 9.73320 0.10000 208.44030
2935.83360 9.01700 0.03460 75.05260 135.71550 105.60960 0.21790 3.52180 9.28240 2.63190 10.01700 0.10000 208.64300
2935.98600 9.01140 0.03750 74.56470 135.55430 105.42200 0.21520 3.48340 9.45400 2.63680 10.19400 0.10000 208.97630
2936.13840 9.00570 0.04030 74.34210 136.27930 105.23440 0.21260 3.44500 9.62560 2.64170 10.37090 0.10000 209.30970
2936.29080 9.18320 0.04490 74.62200 136.06530 101.03540 0.21290 3.34660 10.14560 2.64820 10.90780 0.10000 209.76820
2936.44320 9.03290 0.04650 75.15590 136.15010 97.27070 0.21750 3.26490 10.25080 2.64970 11.00300 0.10000 209.48660
2936.59560 8.89350 0.03910 75.49950 134.60050 106.38430 0.21710 3.38540 8.92430 2.63940 9.55990 0.10000 208.84930
2936.74800 8.86810 0.03420 75.35490 134.62540 105.74500 0.21740 3.49870 8.86850 2.63360 9.48720 0.10000 209.02710
2936.90040 8.84480 0.03080 74.76790 134.47080 102.19170 0.21950 3.57220 9.27490 2.62940 9.91040 0.10000 209.45840
2937.05280 8.97630 0.02920 74.08530 135.59830 104.31390 0.22100 3.60890 9.56390 2.62700 10.22260 0.10000 210.10560
2937.20520 8.91910 0.02940 73.79740 136.64620 105.40120 0.22300 3.60620 9.63380 2.62780 10.30420 0.10000 210.46190
2937.35760 9.02010 0.03050 74.20920 135.96400 105.38660 0.22610 3.56410 9.57270 2.63090 10.22820 0.10000 210.46900
2937.51000 9.07920 0.03110 75.23670 135.67310 106.24770 0.22360 3.50090 9.32930 2.63350 9.95800 0.10000 210.50010
2937.66240 9.01310 0.03050 76.40620 136.14470 107.96390 0.21900 3.43120 8.85650 2.63310 9.45520 0.10000 210.57390
2937.81480 8.82470 0.02880 77.01980 137.09310 109.92380 0.21480 3.38960 8.50830 2.62920 9.09890 0.10000 210.42560
2937.96720 8.86020 0.02680 76.69480 137.23850 109.21240 0.21060 3.44100 8.74100 2.62270 9.35360 0.10000 210.10690
2938.11960 8.92640 0.02590 75.69730 136.46490 107.43910 0.19990 3.58490 8.88530 2.61680 9.51750 0.10000 210.05250
2938.27200 8.92940 0.02800 74.65520 135.32610 103.69110 0.18660 3.69950 9.04370 2.61640 9.69550 0.10000 210.23240
2938.42440 8.89790 0.03070 74.06250 134.10090 100.40490 0.18290 3.68720 9.34810 2.61990 10.00520 0.10000 210.25440
2938.57680 8.86640 0.03340 73.99240 133.78120 97.11860 0.17920 3.67500 9.65250 2.62340 10.31490 0.10000 210.27640
2938.72920 8.86460 0.03980 73.94480 130.12910 94.02040 0.17890 3.57250 10.05160 2.63350 10.66590 0.10000 210.40250
2938.88160 8.92910 0.04390 73.20110 127.41940 99.32170 0.17930 3.54970 9.79800 2.63990 10.28090 0.10000 210.79050
2939.03400 9.08510 0.04380 71.47280 124.34810 88.31950 0.14340 3.88980 9.98110 2.63250 10.20160 0.10000 210.55950
2939.18640 9.09880 0.04310 69.04200 122.06620 79.81850 0.12160 4.01580 10.89060 2.62550 11.04670 0.10000 210.43660
2939.33880 8.97980 0.04390 66.68240 119.49510 73.11410 0.11640 3.94590 14.14250 2.62330 14.21940 0.10000 210.30090
2939.49120 8.97240 0.04590 65.32710 118.27680 64.49730 0.12590 3.72230 21.38480 2.62640 21.43090 0.10000 209.89560
2939.64360 8.94610 0.04720 65.49240 118.68810 64.42730 0.14450 3.49310 24.49580 2.63080 24.53570 0.10000 209.53430
2939.79600 8.79740 0.04630 67.01310 119.98840 74.20020 0.16170 3.37220 19.31980 2.63220 19.36340 0.10000 209.38690
2939.94840 8.79360 0.04330 69.31050 121.60650 81.88610 0.17150 3.39510 12.86710 2.62990 13.01430 0.10000 209.24370
2940.10080 8.85650 0.03920 71.67720 124.22940 93.79500 0.17620 3.54510 10.27310 2.62500 10.51640 0.10000 208.98900
2940.25320 8.94680 0.03550 73.43250 126.17000 108.41130 0.18190 3.73310 9.24090 2.62010 9.54620 0.10000 208.69720
2940.40560 8.87420 0.03310 74.20890 130.15120 110.09920 0.17840 3.82410 8.87550 2.61730 9.25310 0.10000 208.50950
2940.55800 8.83520 0.03240 73.99670 131.59600 107.13410 0.16460 3.77440 8.99320 2.61630 9.48830 0.10000 208.43380
2940.71040 8.91480 0.03370 73.11610 133.38290 95.59300 0.15460 3.67960 9.22460 2.61550 9.84060 0.10000 208.61400
2940.86280 8.94940 0.03490 72.19010 133.55990 91.12830 0.15410 3.66260 9.41690 2.61500 10.06780 0.10000 208.95830
2941.01520 8.98410 0.03610 71.83830 131.75670 86.66350 0.15360 3.64570 9.60920 2.61460 10.29490 0.10000 209.30250
2941.16760 9.06030 0.03760 72.17440 130.75310 86.64800 0.15810 3.69000 9.97400 2.61300 10.63640 0.10000 210.25140
2941.32000 9.17100 0.03720 72.64920 131.01560 89.36630 0.16190 3.76740 10.17220 2.61060 10.75840 0.10000 210.68100
2941.47240 9.21210 0.03750 72.51920 129.57590 93.68540 0.16990 3.86930 9.53720 2.61150 9.96990 0.10000 209.30370
2941.62480 9.04360 0.04030 71.50870 129.73450 98.19840 0.16480 3.87670 9.76380 2.61670 10.18130 0.10000 208.62830
2941.77720 8.91700 0.04260 70.22840 129.06700 96.43300 0.16430 3.86890 11.30090 2.62140 11.73060 0.10000 208.64790
2941.92960 8.81640 0.04240 69.72400 130.81510 91.02810 0.17570 3.85860 13.12350 2.62270 13.55270 0.10000 209.19190
2942.08200 8.85800 0.03900 70.51770 128.97810 90.28360 0.19100 3.87150 12.08390 2.61970 12.55900 0.10000 209.63710
2942.23440 8.92390 0.03400 72.11850 130.85680 96.95600 0.20240 3.94090 10.14850 2.61380 10.66170 0.10000 209.61680
2942.38680 8.92500 0.03050 73.39660 131.82780 105.73430 0.20760 4.01830 9.08920 2.60990 9.64950 0.10000 209.35190
2942.53920 8.88650 0.03110 73.54770 132.63540 107.25530 0.20950 3.98110 8.97130 2.61260 9.57580 0.10000 209.15410
2942.69160 8.82690 0.03490 72.80660 133.43150 106.76210 0.20630 3.81210 9.04350 2.61970 9.68100 0.10000 209.05670
2942.84400 8.82430 0.03790 72.13320 133.71210 107.07600 0.20260 3.64400 9.27800 2.62410 9.96750 0.10000 209.00300
2942.99640 8.82200 0.03810 72.30380 134.51010 108.32020 0.20050 3.58170 9.64210 2.62270 10.37650 0.10000 209.12300
2943.14880 8.80640 0.03750 73.41890 134.92990 112.10570 0.20420 3.60440 9.76810 2.62110 10.51390 0.10000 209.58110
2943.30120 8.83530 0.03830 74.86840 135.83230 112.39080 0.20910 3.61260 9.55310 2.62340 10.28520 0.10000 209.79710
2943.45360 8.86430 0.03910 75.84520 135.96800 112.67590 0.21390 3.62070 9.33800 2.62580 10.05650 0.10000 210.01310
2943.60600 8.86350 0.04330 75.93360 135.67180 109.80530 0.22120 3.54490 8.96590 2.63700 9.65760 0.10000 209.99090
2943.75840 8.86340 0.04790 75.22430 134.94990 105.93230 0.21810 3.37430 8.77250 2.64790 9.43660 0.10000 209.78010
2943.91080 8.86320 0.05030 74.07400 133.83860 96.36830 0.19750 3.18860 8.84490 2.64460 9.38540 0.10000 209.92600
2944.06320 9.16600 0.04860 72.74910 131.80490 100.60620 0.18450 3.28690 9.14340 2.63270 9.64550 0.10000 209.75110
2944.21560 9.09480 0.04700 71.29230 129.52260 101.03940 0.16770 3.39780 9.90810 2.62120 10.37310 0.10000 209.75350
2944.36800 8.98210 0.04640 69.68180 127.51480 93.96960 0.15080 3.42400 10.72180 2.61350 11.16000 0.10000 210.01660
2944.52040 8.95980 0.04640 68.20510 123.94430 89.16870 0.14090 3.37540 12.11730 2.60870 12.51000 0.10000 209.97670
2944.67280 8.94030 0.04570 67.48930 122.86560 92.83510 0.14120 3.28940 12.95160 2.60460 13.28590 0.10000 209.46760
2944.82520 8.92480 0.04470 68.01210 123.20470 99.58510 0.14750 3.15130 12.17330 2.60200 12.49320 0.10000 209.11120
2944.97760 8.92510 0.04470 69.65060 124.73500 100.74380 0.15580 2.96710 11.17340 2.60480 11.48980 0.10000 209.10110
2945.13000 8.92690 0.04580 71.63510 126.07460 100.70340 0.16900 2.84310 10.31080 2.61260 10.64270 0.10000 209.09050
2945.28240 9.09680 0.04570 73.02100 127.81920 101.13070 0.19170 2.91120 9.61230 2.61940 9.97310 0.10000 209.02530
2945.43480 9.08070 0.04240 73.40070 129.58890 99.79790 0.21380 3.19690 9.15690 2.61880 9.54330 0.10000 208.90940
2945.58720 8.92630 0.03700 73.10160 130.87100 100.16380 0.22120 3.58190 8.86910 2.61090 9.28630 0.10000 208.65200
2945.73960 8.88760 0.03440 72.74100 129.92580 100.58180 0.21690 3.73980 8.90240 2.60550 9.33050 0.10000 208.63790
2945.89200 8.84900 0.03180 72.66720 129.10870 100.99980 0.21250 3.89780 8.93580 2.60000 9.37470 0.10000 208.62380
2946.04440 8.84590 0.02830 72.69810 127.65770 95.03190 0.20030 4.07380 9.23210 2.58870 9.65150 0.10000 209.01030
2946.19680 8.84770 0.02660 72.34320 126.10000 90.10110 0.19100 4.15010 9.57280 2.57740 9.96020 0.10000 209.20290
2946.34920 8.81410 0.03000 71.29230 124.44130 84.81880 0.16740 3.98470 9.70790 2.56710 10.05630 0.10000 208.60530
2946.50160 8.93850 0.03500 69.78380 122.98130 80.33180 0.14990 3.61340 9.83020 2.57400 10.14250 0.10000 208.67330
2946.65400 8.97630 0.04090 68.53700 122.18960 75.61230 0.14000 3.12440 10.75860 2.58680 11.01090 0.10000 209.07160
2946.80640 8.93860 0.04610 68.26280 121.87220 71.17730 0.13570 2.71690 12.01840 2.59960 12.20110 0.10000 209.32400
2946.95880 8.90660 0.04880 69.05760 122.16500 70.90600 0.13450 2.53220 12.20970 2.60640 12.36060 0.10000 209.17720
2947.11120 8.88890 0.04780 70.26350 122.86780 72.40400 0.13680 2.58450 10.93200 2.60530 11.12180 0.10000 209.07690
2947.26360 8.88630 0.04370 71.04140 123.41560 71.25070 0.14230 2.79480 10.45070 2.59950 10.65260 0.10000 209.11860
2947.41600 8.89720 0.03950 71.06670 123.78410 71.94540 0.14750 3.03620 10.59230 2.59500 10.75570 0.10000 208.91730
2947.56840 8.89370 0.03820 70.64710 123.92000 79.86600 0.15440 3.19560 10.32020 2.59490 10.43030 0.10000 208.81220
2947.72080 8.85800 0.04020 70.27180 124.14280 84.12070 0.16240 3.24110 10.09590 2.59770 10.17320 0.10000 209.27590
2947.87320 8.95570 0.04320 70.11890 123.42780 83.89010 0.16600 3.22090 10.03150 2.59940 10.08010 0.10000 209.72300
2948.02560 8.93030 0.04470 69.92940 122.64580 82.69500 0.16170 3.19480 10.34590 2.59840 10.33900 0.10000 209.80760
2948.17800 8.94290 0.04440 69.45630 122.32520 80.38750 0.15300 3.18190 11.18260 2.59630 11.08730 0.10000 209.92730
2948.33040 9.05770 0.04380 68.94070 121.53830 75.92310 0.14580 3.17310 12.12980 2.59400 11.93560 0.10000 210.20040
2948.48280 9.13490 0.04400 68.87710 121.96460 75.32120 0.14350 3.16160 12.49850 2.59130 12.24980 0.10000 210.26850
2948.63520 9.21210 0.04420 69.56620 122.38330 74.71930 0.14110 3.15020 12.86720 2.58870 12.56410 0.10000 210.33650
2948.78760 8.92840 0.04810 70.93460 122.39270 74.51630 0.14440 2.99400 11.00290 2.56590 10.77900 0.10000 210.65200
2948.94000 9.01950 0.04980 72.52020 122.94390 73.81150 0.14500 2.92430 9.44400 2.55410 9.31930 0.10000 210.71780
2949.09240 9.03820 0.05070 73.72560 122.90100 68.90330 0.14220 2.90330 8.81070 2.54640 8.74520 0.10000 210.68260
2949.24480 9.07080 0.05180 74.27900 124.42430 67.61410 0.14240 2.87910 8.84630 2.54660 8.80710 0.10000 210.72500
2949.39720 9.15770 0.05380 74.38430 126.25780 68.19270 0.14530 2.81040 9.09390 2.55540 9.07030 0.10000 210.78330
2949.54960 9.13040 0.05520 74.36610 128.26180 67.50880 0.15060 2.74370 9.13500 2.56850 9.12490 0.10000 210.54320
2949.70200 9.10580 0.05450 74.48880 131.10070 70.51960 0.15610 2.74070 9.11030 2.57430 9.10110 0.10000 210.27270
2949.85440 9.08120 0.05390 74.76740 131.87080 73.53040 0.16160 2.73760 9.08560 2.58010 9.07740 0.10000 210.00220
2950.00680 9.22150 0.04640 74.93580 132.16940 96.72980 0.19730 2.79950 8.88630 2.59180 8.79800 0.10000 210.14140
2950.15920 9.05120 0.04610 74.95730 133.59510 103.93970 0.19750 2.82720 8.85790 2.58890 8.72680 0.10000 210.45890
2950.31160 8.89710 0.04880 75.01850 132.81090 102.86830 0.17640 2.85470 8.90950 2.57930 8.75670 0.10000 210.03650
2950.46400 8.89120 0.05130 75.20680 130.02490 90.13130 0.15260 2.85100 8.85370 2.56630 8.70450 0.10000 209.47000
2950.61640 8.90490 0.05070 75.44550 129.94050 79.92290 0.14040 2.80610 8.87570 2.55300 8.74160 0.10000 209.17010
2950.76880 8.82070 0.04740 75.61070 127.55560 76.64790 0.13920 2.74890 9.03700 2.54110 8.95180 0.10000 208.85150
2950.92120 8.81100 0.04520 75.71730 128.05890 75.07080 0.14010 2.74370 9.12730 2.53590 9.06410 0.10000 208.67090
2951.07360 8.80130 0.04290 75.87460 128.48770 73.49360 0.14090 2.73860 9.21760 2.53070 9.17640 0.10000 208.49020
2951.22600 8.84500 0.03430 76.04480 127.22260 67.51930 0.14140 3.03010 8.96670 2.51700 8.89170 0.10000 208.41530
2951.37840 8.81880 0.03220 75.78250 126.36210 69.68510 0.13870 3.25670 8.83810 2.52260 8.75100 0.10000 208.48970
2951.53080 8.78620 0.03430 74.60940 126.28710 75.22130 0.13760 3.43880 8.86560 2.54450 8.77370 0.10000 208.31990
2951.68320 8.65160 0.04110 72.60430 125.53540 77.50080 0.13700 3.54660 9.36740 2.58000 9.26880 0.10000 207.75270
2951.83560 8.62080 0.05000 70.35580 123.38210 77.90770 0.12800 3.58950 10.95500 2.61620 10.78700 0.10000 207.12300
2951.98800 8.62860 0.05650 68.65950 121.79720 79.65030 0.11450 3.58390 12.65530 2.63950 12.37800 0.10000 206.80990
2952.14040 8.63000 0.05750 68.03400 120.97910 80.49320 0.11160 3.55520 12.76210 2.64310 12.48070 0.10000 206.78810
2952.29280 8.63140 0.05840 68.42810 121.06040 81.33610 0.10870 3.52650 12.86890 2.64680 12.58330 0.10000 206.76640
2952.44520 8.71570 0.05220 69.39260 121.11930 94.02150 0.13020 3.32100 10.87600 2.64090 10.72370 0.10000 206.48460
2952.59760 8.71560 0.04740 70.28740 122.10050 108.33110 0.14920 3.28430 10.56420 2.63540 10.45170 0.10000 206.20450
2952.75000 8.72950 0.04310 70.58730 122.88400 107.37700 0.16380 3.34640 10.50830 2.62510 10.45920 0.10000 206.24030
2952.90240 8.77040 0.04040 70.23190 124.25110 101.74710 0.16120 3.46690 10.47970 2.60800 10.50970 0.10000 206.84510
2953.05480 8.76360 0.03980 69.68320 125.37060 91.57810 0.15110 3.51590 10.25560 2.58710 10.33780 0.10000 207.66880
2953.20720 8.77600 0.04070 69.56880 127.82740 83.34920 0.14470 3.38970 10.22390 2.56790 10.31570 0.10000 207.97440
2953.35960 8.82080 0.04100 70.18650 128.08500 78.98270 0.14130 3.26200 10.41390 2.56120 10.48350 0.10000 207.81250
2953.51200 8.86550 0.04140 71.26000 128.49670 74.61620 0.13780 3.13430 10.60390 2.55450 10.65130 0.10000 207.65070
2953.66440 9.11790 0.04200 72.14580 128.85490 66.06800 0.12540 2.71450 12.40820 2.55020 12.25040 0.10000 207.68770
2953.81680 9.09310 0.04310 72.37690 130.33980 62.69690 0.12720 2.69660 14.40660 2.55610 14.05020 0.10000 208.09580
2953.96920 9.06850 0.04400 71.96690 132.35000 63.72670 0.13990 2.83260 15.02030 2.56440 14.57970 0.10000 208.19640
2954.12160 9.24700 0.04460 71.31960 131.27240 66.45970 0.16070 3.06720 13.66650 2.57370 13.32000 0.10000 207.95930
2954.27400 9.25300 0.04570 70.91690 132.80790 81.50640 0.17600 3.27500 12.42310 2.57980 12.17300 0.10000 207.72700
2954.42640 8.91280 0.04740 70.98880 136.03250 90.60370 0.17540 3.33570 12.29340 2.57640 12.06350 0.10000 207.83150
2954.57880 8.91330 0.04810 71.40380 137.59860 88.62160 0.17100 3.29150 12.23780 2.57000 12.01500 0.10000 207.86060
2954.73120 8.91380 0.04880 71.72510 137.03420 86.63950 0.16660 3.24730 12.18230 2.56360 11.96650 0.10000 207.88980
2954.88360 9.08830 0.04880 71.58580 136.32460 74.55430 0.16480 2.98330 10.01310 2.54910 9.91630 0.10000 207.67270
2955.03600 8.81070 0.04940 71.23550 133.69590 75.35310 0.16720 2.92620 9.71420 2.56000 9.64900 0.10000 208.00570
2955.18840 8.71460 0.05090 71.46580 134.44590 86.52270 0.16930 2.94600 9.72980 2.57150 9.69710 0.10000 208.20120
2955.34080 8.79650 0.05090 72.79210 134.02870 94.22600 0.17370 3.00250 9.48750 2.56850 9.51870 0.10000 208.26500
2955.49320 8.78540 0.04900 74.78470 132.01140 89.02150 0.17470 2.98990 9.00570 2.55200 9.08910 0.10000 208.52260
2955.64560 8.80680 0.04790 76.23220 131.97690 84.36080 0.17090 2.85190 8.92300 2.53720 9.01950 0.10000 208.77280
2955.79800 8.80400 0.04870 76.16570 132.40870 83.99120 0.16890 2.75470 9.00120 2.53550 9.09140 0.10000 208.80940
2955.95040 8.80130 0.04950 74.78400 132.99500 83.62150 0.16690 2.65740 9.07940 2.53380 9.16320 0.10000 208.84590
2956.10280 8.81570 0.05510 73.16790 133.66470 83.35710 0.16090 2.52120 9.77650 2.53670 9.75790 0.10000 209.14640
2956.25520 8.91140 0.05420 72.16200 134.19250 74.61830 0.15420 2.61250 9.90690 2.53050 9.83320 0.10000 208.97960
2956.40760 8.91890 0.05100 71.86130 132.79280 68.53760 0.15210 2.71190 10.02540 2.52590 9.91840 0.10000 208.48260
2956.56000 8.90880 0.04740 71.98940 135.81530 74.40200 0.16270 2.76040 10.11720 2.53160 9.98450 0.10000 207.84250
2956.71240 8.98190 0.04490 72.27080 136.32110 87.74880 0.18460 2.77480 10.53100 2.54910 10.36710 0.10000 207.37980
2956.86480 9.10390 0.04450 72.63030 137.38150 101.07640 0.20340 2.81130 11.32090 2.57060 11.13450 0.10000 207.36030
2957.01720 9.16860 0.04510 73.00920 138.53080 102.10540 0.20330 2.84680 11.39150 2.57680 11.21050 0.10000 207.52020
2957.16960 9.23330 0.04580 73.23500 139.60190 103.13440 0.20320 2.88230 11.46200 2.58310 11.28650 0.10000 207.68020
2957.32200 9.31950 0.04950 73.31400 139.81100 88.53790 0.20550 2.87430 10.97700 2.56800 10.77800 0.10000 207.37190
2957.47440 9.23170 0.05010 73.48840 139.59630 84.70270 0.21200 2.75360 11.18430 2.55870 10.93460 0.10000 206.89840
2957.62680 9.06180 0.05030 73.88210 138.02540 87.18640 0.20920 2.62020 11.16650 2.55820 10.89750 0.10000 206.51440
2957.77920 9.11290 0.05070 74.20160 138.21170 91.86790 0.19250 2.53600 11.13500 2.56160 10.88050 0.10000 206.13120
2957.93160 9.05190 0.05090 74.09850 136.98060 84.64360 0.16530 2.52990 11.27130 2.56000 11.06290 0.10000 206.03610
2958.08400 9.00460 0.05020 73.54590 136.14430 76.68850 0.14250 2.56670 11.50210 2.55340 11.32790 0.10000 206.19830
2958.23640 8.98680 0.04930 72.83750 135.02550 72.21950 0.13850 2.57980 11.79670 2.55170 11.60740 0.10000 206.17500
2958.38880 8.96890 0.04840 72.40830 136.16560 67.75040 0.13460 2.59280 12.09120 2.55000 11.88700 0.10000 206.15160
2958.54120 9.01610 0.03980 72.50790 135.96700 72.89230 0.14850 2.67890 13.94250 2.56590 13.63590 0.10000 206.37250
2958.69360 9.09200 0.03640 73.06190 136.82930 84.90520 0.16640 2.80900 13.67960 2.58350 13.41890 0.10000 206.62470
2958.84600 9.17500 0.03590 73.71950 137.15560 94.38740 0.19030 2.94340 12.12210 2.60470 12.02680 0.10000 206.48290
2958.99840 9.16590 0.03710 74.06520 137.05680 102.06350 0.20670 3.01460 10.27320 2.62300 10.38460 0.10000 205.97510
2959.15080 8.98340 0.03730 73.82150 137.12080 106.40660 0.20800 3.05800 9.83770 2.63160 10.05970 0.10000 205.46570
2959.30320 8.99440 0.03600 73.09230 136.63070 104.03020 0.20860 3.15930 9.98440 2.62990 10.27380 0.10000 205.49420
2959.45560 9.00060 0.03550 72.47460 136.36050 104.47960 0.21110 3.23430 9.92490 2.62690 10.25560 0.10000 205.78420
2959.60800 9.00670 0.03510 72.53270 135.35270 104.92910 0.21350 3.30920 9.86530 2.62390 10.23740 0.10000 206.07420
2959.76040 9.01230 0.03790 73.33820 134.23490 106.53270 0.21460 3.48800 9.31930 2.62210 9.80260 0.10000 206.44860
2959.91280 9.07410 0.03960 74.52160 133.49860 108.52730 0.21280 3.54920 9.10560 2.62460 9.59150 0.10000 205.87330
2960.06520 8.90090 0.04070 75.51460 132.92450 106.45860 0.21170 3.59470 9.15150 2.62690 9.63240 0.10000 205.69500
2960.21760 8.87440 0.04220 75.95350 133.59520 106.43410 0.20460 3.55410 9.47620 2.63090 9.98380 0.10000 206.18720
2960.37000 8.84780 0.04350 75.85350 133.21490 107.08370 0.19980 3.44630 9.69760 2.63560 10.22900 0.10000 206.61020
2960.52240 8.68220 0.04170 75.39060 133.75480 108.29420 0.20570 3.37260 9.64630 2.63560 10.18510 0.10000 206.40830
2960.67480 8.73160 0.03930 74.70140 135.70790 107.94110 0.21050 3.36810 9.60430 2.63260 10.16620 0.10000 206.12430
2960.82720 8.78090 0.03700 73.94430 135.45900 107.58810 0.21520 3.36360 9.56230 2.62950 10.14740 0.10000 205.84020
2960.97960 8.82430 0.03120 73.32390 135.62760 111.27560 0.21270 3.35380 9.26650 2.62070 9.91700 0.10000 206.19680
2961.13200 8.93390 0.03260 72.90610 135.91520 109.21080 0.20680 3.36710 9.34270 2.62240 10.01110 0.10000 207.22410
2961.28440 9.13230 0.03570 72.56920 136.64800 105.26630 0.20000 3.40950 9.72510 2.62710 10.38430 0.10000 207.95340
2961.43680 9.04560 0.03980 72.15160 136.55580 103.28200 0.19620 3.44730 9.86470 2.63470 10.53430 0.10000 208.09630
2961.58920 8.91700 0.04470 71.64480 136.79280 103.80040 0.19470 3.45330 9.48110 2.64480 10.17250 0.10000 207.83170
2961.74160 8.88240 0.04950 71.28250 135.75480 108.63630 0.19670 3.42790 9.24220 2.65530 9.94780 0.10000 207.46090
2961.89400 8.81840 0.05080 71.40190 136.12790 109.55530 0.19710 3.41770 9.31230 2.65840 10.02540 0.10000 207.35800
2962.04640 8.75430 0.05210 72.21850 136.30550 110.47430 0.19750 3.40760 9.38240 2.66140 10.10290 0.10000 207.25510
2962.19880 8.97590 0.04550 73.60280 136.75560 107.98710 0.20160 3.72520 10.29330 2.65050 11.05940 0.10000 207.26290
2962.35120 8.99910 0.04010 75.02160 135.83410 107.57490 0.21350 4.04150 9.92040 2.64000 10.68410 0.10000 207.07120
2962.50360 9.07830 0.03710 75.83280 135.88440 108.39550 0.22020 4.17170 9.22660 2.63350 9.97880 0.10000 206.72160
2962.65600 8.95380 0.03730 75.66650 135.86360 108.80000 0.21530 3.96220 8.86520 2.63370 9.61660 0.10000 206.51510
2962.80840 8.95790 0.03980 74.78330 136.02090 102.74710 0.20680 3.54850 9.01870 2.63920 9.78990 0.10000 206.44180
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2964.18000 8.84220 0.03950 68.31900 127.20170 88.46740 0.15030 3.10690 13.31170 2.65010 13.98360 0.10000 207.01370
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2964.48480 8.78850 0.03860 70.05050 130.20480 83.12870 0.14060 3.14040 15.03360 2.64750 15.71520 0.10000 206.93200
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2966.00880 9.21020 0.03360 76.28880 139.00050 114.15920 0.24360 3.83500 9.27120 2.63060 9.96850 0.10000 207.96450
2966.16120 9.19350 0.03570 76.25650 138.80960 113.85390 0.25060 3.76190 9.07350 2.63570 9.75250 0.10000 208.01260
2966.31360 9.15960 0.03760 76.08570 139.44150 113.13890 0.24740 3.67220 8.78900 2.63830 9.42130 0.10000 207.80960
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2966.61840 8.80340 0.03980 75.20170 140.18990 118.41020 0.23620 3.55400 8.61860 2.63640 9.23260 0.10000 207.79700
2966.77080 8.84140 0.04010 74.91930 140.53620 118.53600 0.23450 3.54860 8.61950 2.63610 9.23380 0.10000 208.08690
2966.92320 8.87940 0.04040 75.08440 141.34340 118.66190 0.23290 3.54310 8.62050 2.63590 9.23510 0.10000 208.37680
2967.07560 8.92710 0.03780 75.71720 141.13060 115.31510 0.21970 3.66720 8.69160 2.63350 9.33460 0.10000 209.23180
2967.22800 8.97060 0.03470 76.71960 141.41360 117.34240 0.22420 3.75030 8.75490 2.62970 9.44690 0.10000 208.89050
2967.38040 8.90650 0.03160 77.82670 141.36100 116.28900 0.23680 3.82150 8.79490 2.62430 9.49720 0.10000 208.70320
2967.53280 8.96880 0.02900 78.72890 141.20340 116.03680 0.24720 3.86020 8.84720 2.61980 9.55960 0.10000 208.96200
2967.68520 8.98700 0.02690 79.25670 140.51350 116.65450 0.24910 3.84030 8.87990 2.61780 9.58660 0.10000 209.04350
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2967.99000 8.87230 0.02500 79.59610 140.15350 115.54100 0.24580 3.73250 8.91000 2.61750 9.61520 0.10000 208.63920
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2968.29480 8.81790 0.03150 79.48640 140.55780 116.85830 0.24190 3.56860 8.95590 2.62700 9.66740 0.10000 208.57220
2968.44720 8.93550 0.03520 79.02210 140.84490 117.25110 0.23910 3.54960 8.84360 2.63170 9.54230 0.10000 208.31880
2968.59960 8.98760 0.03510 78.42770 141.72850 118.09790 0.23870 3.57800 8.63640 2.63010 9.31590 0.10000 208.21180
2968.75200 8.96710 0.03200 78.07420 142.78390 116.30090 0.24190 3.62520 8.52480 2.62440 9.18930 0.10000 208.24060
2968.90440 8.88080 0.02900 78.16820 143.22770 115.50270 0.24270 3.66720 8.64560 2.62030 9.32240 0.10000 208.03570
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2969.20920 8.79360 0.02820 78.90500 143.64040 116.90770 0.23930 3.72540 8.76830 2.62300 9.45250 0.10000 207.89530
2969.36160 8.72870 0.02850 78.76330 143.18930 117.26410 0.23770 3.74200 8.78020 2.62500 9.46500 0.10000 207.97990
2969.51400 8.80010 0.03010 78.13590 142.17800 121.51930 0.23580 3.79000 8.69280 2.62930 9.39310 0.10000 208.61580
2969.66640 9.01160 0.03100 77.46200 141.43360 116.06750 0.23550 3.85590 8.47850 2.62940 9.16450 0.10000 208.39400
2969.81880 8.98670 0.03290 77.17800 140.26960 108.77530 0.23450 3.89890 8.34330 2.63160 9.00520 0.10000 207.91350
2969.97120 8.91270 0.03510 77.31720 140.90780 108.39290 0.23160 3.87430 8.32420 2.63460 8.98430 0.10000 207.73440
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2970.27600 8.93330 0.03620 77.41760 141.33150 112.46560 0.22990 3.80930 8.33620 2.63170 8.99750 0.10000 207.58480
2970.42840 8.96360 0.03580 76.78430 140.97720 113.97260 0.23060 3.82390 8.34040 2.63040 8.99750 0.10000 207.51170
2970.58080 8.99390 0.03550 75.92510 140.14010 115.47960 0.23130 3.83850 8.34460 2.62910 8.99750 0.10000 207.43870
2970.73320 9.09760 0.03460 75.22330 138.82080 108.15410 0.21840 3.85510 8.78570 2.63350 9.42290 0.10000 207.14060
2970.88560 9.04930 0.03370 74.86770 137.50580 106.93270 0.21040 3.79240 9.86590 2.63460 10.48960 0.10000 206.57760
2971.03800 9.24570 0.03160 74.83090 135.51850 103.12020 0.19870 3.72520 10.68620 2.62970 11.32350 0.10000 206.45790
2971.19040 9.51190 0.02900 74.94820 135.21690 95.37100 0.18900 3.63960 11.07650 2.62190 11.72140 0.10000 206.82260
2971.34280 9.45460 0.02810 75.05520 133.62010 91.84860 0.18700 3.47990 11.10480 2.61810 11.73710 0.10000 207.09600
2971.49520 9.00610 0.02970 75.08320 133.95010 87.61100 0.20210 3.29100 10.72520 2.62140 11.33320 0.10000 207.17090
2971.64760 9.04010 0.03110 74.97300 135.27970 91.41740 0.21170 3.24930 10.47610 2.62450 11.08810 0.10000 207.17390
2971.80000 9.07410 0.03250 74.66620 136.23580 95.22380 0.22140 3.20760 10.22690 2.62760 10.84300 0.10000 207.17680
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2972.10480 8.88470 0.03530 73.58800 136.78220 105.83920 0.20430 3.51700 9.82440 2.63140 10.33250 0.10000 204.99790
2972.25720 8.90390 0.03700 73.14890 134.32960 100.59390 0.18180 3.48770 10.02840 2.63350 10.51460 0.10000 204.40850
2972.40960 8.99760 0.03910 72.98610 132.03620 97.36780 0.16690 3.44030 10.11260 2.63670 10.62660 0.10000 203.61860
2972.56200 9.08990 0.03980 72.93110 128.75200 90.34900 0.16640 3.46050 10.05990 2.63890 10.56640 0.10000 203.11190
2972.71440 8.86770 0.03830 72.50740 126.46530 88.04440 0.17820 3.53930 9.88020 2.63910 10.36400 0.10000 203.42300
2972.86680 8.75420 0.03680 71.34350 123.66470 87.53710 0.18260 3.57520 10.54020 2.63830 11.05110 0.10000 203.85200
2973.01920 8.64080 0.03530 69.71800 120.33860 87.02980 0.18710 3.61100 11.20020 2.63750 11.73820 0.10000 204.28110
2973.17160 8.52350 0.03020 68.58260 119.48130 77.05290 0.17660 3.56600 17.45890 2.63270 18.09870 0.10000 205.17090
2973.32400 8.52110 0.03120 68.92970 119.65750 72.52640 0.16120 3.44180 17.66300 2.63480 18.18130 0.10000 205.00590
2973.47640 8.64190 0.03500 70.84560 119.80070 74.13580 0.15060 3.34370 14.63650 2.64040 15.04490 0.10000 204.93850
2973.62880 8.78920 0.03930 73.20120 120.37400 90.49020 0.14560 3.36790 10.85760 2.64510 11.17790 0.10000 205.25220
2973.78120 8.74200 0.04180 74.53100 119.72310 98.49690 0.13020 3.48630 9.87650 2.64520 10.13110 0.10000 205.87410
2973.93360 8.98130 0.04180 74.24720 121.01820 84.24810 0.10940 3.54060 10.73130 2.64020 10.95810 0.10000 206.55220
2974.08600 8.86130 0.04070 73.00340 121.60420 78.43270 0.10740 3.47450 12.15710 2.63610 12.36220 0.10000 206.74100
2974.23840 8.74120 0.03960 72.02860 122.37770 72.61720 0.10550 3.40840 13.58290 2.63190 13.76630 0.10000 206.92980
2974.39080 8.72320 0.03620 72.02430 124.48360 82.06830 0.15420 2.93330 13.97660 2.62170 14.39000 0.10000 206.69370
2974.54320 8.66830 0.03740 72.60900 123.68270 92.35160 0.17810 2.86540 12.08770 2.62680 12.56790 0.10000 206.39160
2974.69560 8.72580 0.04060 73.02660 125.31090 91.99540 0.18860 2.95870 10.47460 2.63780 11.01850 0.10000 206.25700
2974.84800 8.76510 0.04390 73.05160 127.14240 94.11850 0.19410 3.16410 9.54400 2.64910 10.17770 0.10000 206.30760
2975.00040 8.82050 0.04460 73.02360 129.45390 102.45410 0.20060 3.40430 9.21000 2.65380 9.86990 0.10000 206.27240
2975.15280 8.74740 0.04180 73.45290 131.15430 107.93080 0.20860 3.59660 9.18010 2.65040 9.84520 0.10000 206.20950
2975.30520 8.74600 0.03980 74.47290 132.78260 107.49610 0.21040 3.65030 9.22260 2.64700 9.89830 0.10000 206.29300
2975.45760 8.74460 0.03780 75.63370 134.41180 107.06140 0.21230 3.70410 9.26500 2.64360 9.95140 0.10000 206.37650
2975.61000 8.84350 0.03130 76.38790 135.67580 113.73320 0.20810 3.84900 9.09670 2.62940 9.83410 0.10000 207.23500
2975.76240 8.71890 0.02880 76.47930 136.74800 106.75370 0.20770 3.92860 9.06380 2.62220 9.81480 0.10000 207.61160
2975.91480 8.73710 0.02730 76.01030 136.74110 104.03420 0.21230 3.98350 9.22000 2.61860 9.99840 0.10000 208.07500
2976.06720 8.72280 0.02690 75.35240 137.31690 104.97970 0.21950 4.03490 9.31900 2.62000 10.09360 0.10000 208.37620
2976.21960 8.76150 0.02740 74.87120 136.40870 105.88950 0.21920 4.10710 9.29020 2.62330 10.04580 0.10000 208.26260
2976.37200 8.71530 0.02860 74.73350 137.22170 107.97400 0.19960 4.17560 9.32040 2.62410 10.02600 0.10000 207.93650
2976.52440 8.75010 0.02930 74.87440 136.50990 105.72060 0.18500 4.17960 9.75650 2.62280 10.40590 0.10000 207.88700
2976.67680 8.78480 0.03010 75.06950 135.65840 103.46730 0.17030 4.18360 10.19260 2.62150 10.78580 0.10000 207.83760
2976.82920 8.98710 0.03530 75.15170 134.08460 89.08970 0.14160 3.98680 12.76290 2.62010 13.17890 0.10000 208.36090
2976.98160 9.05980 0.03890 75.07620 132.94550 85.91810 0.14480 3.86290 12.46030 2.62540 12.89340 0.10000 208.45500
2977.13400 8.98240 0.04230 74.72670 131.38380 90.17170 0.16270 3.71160 11.82260 2.63320 12.28720 0.10000 208.46890
2977.28640 8.94560 0.04460 74.02590 131.70010 89.81490 0.18720 3.54020 11.48470 2.64220 11.97310 0.10000 208.61870
2977.43880 9.00610 0.04500 73.04880 130.97010 91.76520 0.20810 3.44400 10.71680 2.64980 11.24990 0.10000 208.60360
2977.59120 9.02220 0.04300 71.93340 130.06120 99.36950 0.21730 3.47040 9.63170 2.65140 10.23950 0.10000 208.48410
2977.74360 8.94880 0.04090 71.01350 130.09070 102.08830 0.21470 3.50260 9.47880 2.64810 10.12520 0.10000 208.50750
2977.89600 8.87540 0.03880 70.67950 131.22380 104.80710 0.21210 3.53490 9.32580 2.64480 10.01090 0.10000 208.53090
2978.04840 8.89900 0.03130 71.00750 131.72130 100.22260 0.19580 3.58490 9.28590 2.62540 10.10860 0.10000 207.28380
2978.20080 8.83960 0.03210 71.84920 132.41110 100.56660 0.19810 3.62830 9.33220 2.62240 10.19960 0.10000 206.84320
2978.35320 8.78620 0.03580 73.01060 132.38960 100.04170 0.19880 3.62060 9.33940 2.62390 10.11350 0.10000 207.40550
2978.50560 8.82470 0.04040 74.09890 131.50840 96.71790 0.18430 3.51350 9.27480 2.62630 9.95820 0.10000 208.20750
2978.65800 8.88130 0.04330 74.69040 130.38420 91.54970 0.15600 3.37360 9.38050 2.62640 9.98470 0.10000 208.41380
2978.81040 8.82920 0.04440 74.46040 129.95290 88.54390 0.13240 3.29400 10.01640 2.62470 10.47890 0.10000 208.04610
2978.96280 8.82710 0.04460 73.11200 127.73290 84.16980 0.12970 3.30040 10.43330 2.62440 10.84400 0.10000 207.80000
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2979.26760 8.64730 0.04350 68.55880 123.26940 68.68420 0.13280 3.45040 13.89400 2.62350 14.12260 0.10000 207.72140
2979.42000 8.56110 0.04150 67.04880 120.77200 72.47290 0.13990 3.48570 15.92440 2.61630 16.11180 0.10000 208.31900
2979.57240 8.70660 0.04010 66.98100 120.59490 73.56150 0.15050 3.48340 16.03410 2.60510 16.26080 0.10000 208.51790
2979.72480 8.75190 0.04000 68.31700 123.17020 70.02780 0.15230 3.42940 14.71900 2.59510 15.03050 0.10000 208.12950
2979.87720 8.74520 0.04030 70.37420 123.62150 67.92860 0.15220 3.30630 12.15250 2.58990 12.58570 0.10000 207.59340
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2980.18200 8.83910 0.03890 73.96950 128.80910 67.16580 0.18260 3.04090 11.09060 2.59270 11.57690 0.10000 207.46140
2980.33440 8.93020 0.03810 75.10830 131.62930 67.88320 0.19670 2.95360 11.13980 2.59510 11.63430 0.10000 207.57400
2980.48680 8.74590 0.03410 75.75570 133.25110 98.87380 0.21710 2.94780 9.41380 2.60740 9.96690 0.10000 207.97870
2980.63920 8.72070 0.03450 75.80380 133.72130 113.28680 0.20100 3.09990 9.61620 2.61540 10.19770 0.10000 207.76180
2980.79160 8.80460 0.03720 75.19190 135.34530 117.88280 0.17910 3.20230 12.12430 2.62520 12.77740 0.10000 207.56720
2980.94400 8.74120 0.03980 74.23280 137.58630 102.57550 0.17300 3.24740 14.80120 2.63280 15.41540 0.10000 207.63140
2981.09640 8.73140 0.04000 73.47140 138.21120 92.29200 0.18840 3.36630 14.62170 2.63390 15.20930 0.10000 207.92760
2981.24880 8.84270 0.03730 73.30890 138.72240 98.06420 0.20860 3.63680 11.94350 2.62800 12.58560 0.10000 208.16850
2981.40120 8.86820 0.03530 73.78990 139.87140 100.37800 0.21020 3.80320 11.26520 2.62370 11.93810 0.10000 208.16190
2981.55360 8.89380 0.03330 74.66140 140.31110 102.69170 0.21190 3.96950 10.58700 2.61940 11.29070 0.10000 208.15530
2981.70600 9.15790 0.02720 75.71570 141.40610 104.51590 0.21630 4.20640 10.42650 2.61310 11.18630 0.10000 208.20960
2981.85840 9.52980 0.02530 76.71470 139.75310 108.74490 0.22800 4.15530 9.73220 2.61570 10.49060 0.10000 208.25400
2982.01080 9.56570 0.02410 77.30250 140.16480 111.34710 0.23920 4.13850 9.13760 2.61790 9.90470 0.10000 208.21850
2982.16320 9.39030 0.02420 77.27550 141.03040 108.40970 0.24280 4.12110 8.37250 2.61930 9.17660 0.10000 208.16170
2982.31560 9.08900 0.02570 76.80380 142.58380 107.95700 0.22800 4.03650 8.07490 2.62170 8.90440 0.10000 208.08570
2982.46800 9.31090 0.02760 76.45830 142.20740 109.42770 0.20840 3.92490 8.39450 2.62490 9.23180 0.10000 207.92450
2982.62040 9.42050 0.02800 76.82270 142.49700 107.24170 0.20480 3.90900 8.77640 2.62560 9.60990 0.10000 207.84540
2982.77280 9.53020 0.02840 77.85640 140.12250 105.05560 0.20130 3.89310 9.15830 2.62630 9.98800 0.10000 207.76640
2982.92520 8.96680 0.02680 78.78530 141.55030 116.82160 0.21660 4.12860 8.37560 2.62000 9.12450 0.10000 207.11410
2983.07760 9.03610 0.02610 78.84980 140.33670 112.51560 0.22030 4.17280 8.39890 2.61770 9.13010 0.10000 206.59730
2983.23000 9.03560 0.02600 78.00990 139.35630 109.46750 0.22100 4.06730 9.05280 2.61830 9.78200 0.10000 206.45130
2983.38240 9.14960 0.02640 76.88730 139.21210 102.36360 0.21880 3.88780 10.65020 2.62040 11.39170 0.10000 206.77370
2983.53480 9.22400 0.02720 76.28370 139.73450 95.07790 0.22080 3.74090 11.09850 2.62330 11.83680 0.10000 207.29240
2983.68720 9.13580 0.02840 76.56840 139.24650 97.46600 0.23300 3.68190 9.88450 2.62680 10.59660 0.10000 207.46150
2983.83960 9.11060 0.02900 77.51080 139.23230 101.02380 0.24100 3.69050 9.37450 2.62820 10.07390 0.10000 207.35820
2983.99200 9.08540 0.02960 78.62320 139.59110 104.58160 0.24910 3.69920 8.86460 2.62960 9.55120 0.10000 207.25480
2984.14440 9.24600 0.03000 79.40810 140.17460 104.85410 0.25330 3.76450 8.76310 2.62790 9.38480 0.10000 207.53300
2984.29680 9.34890 0.02970 79.59820 139.60770 111.71410 0.24510 3.75320 8.88800 2.62640 9.47240 0.10000 207.45850
2984.44920 9.22740 0.03000 79.18460 138.78070 117.00440 0.23690 3.72550 9.27290 2.62750 9.88510 0.10000 206.87650
2984.60160 9.07400 0.03130 78.34260 138.68700 113.24870 0.22980 3.70520 9.61160 2.63080 10.24720 0.10000 206.72490
2984.75400 8.88910 0.03250 77.44060 137.98830 109.83490 0.22410 3.69730 9.59710 2.63370 10.18490 0.10000 207.31470
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3007.46160 9.28570 0.04040 69.42960 126.46160 64.93300 0.11210 2.68170 11.81260 2.55690 11.39550 0.10000 208.63270
3007.61400 9.13950 0.04030 70.13290 128.51320 66.34570 0.11800 2.68720 11.77450 2.55200 11.35190 0.10000 208.85470
3007.76640 9.01520 0.03910 70.61770 131.45730 63.24900 0.11990 2.68980 12.07060 2.54810 11.58910 0.10000 208.56310
3007.91880 9.15860 0.03870 71.11050 132.70380 63.07460 0.12180 2.68680 12.27930 2.54720 11.78640 0.10000 207.97720
3008.07120 9.21320 0.04110 71.60850 133.00080 67.44450 0.12720 2.71480 12.16250 2.55170 11.69930 0.10000 207.68190
3008.22360 9.28540 0.04600 71.73950 133.22440 72.50230 0.13510 2.78290 11.40770 2.56120 11.03920 0.10000 207.72680
3008.37600 9.25620 0.04900 71.18510 133.88160 70.55110 0.14180 2.80900 11.26780 2.56520 10.96860 0.10000 207.82140
3008.52840 9.22700 0.05210 70.25220 134.57990 68.60000 0.14860 2.83520 11.12790 2.56920 10.89790 0.10000 207.91600
3008.68080 9.23960 0.04940 69.74060 133.49160 65.33790 0.16350 2.77040 11.34150 2.56160 11.13270 0.10000 208.01840
3008.83320 9.18500 0.04540 70.17700 132.68060 64.51990 0.17710 2.72820 10.92940 2.55280 10.77930 0.10000 208.21480
3008.98560 9.10670 0.04300 71.41270 132.67230 69.45700 0.18240 2.76960 10.43660 2.54920 10.35320 0.10000 208.43910
3009.13800 9.37380 0.04360 72.84000 133.02090 80.91300 0.17870 2.88080 10.17310 2.55360 10.11800 0.10000 208.64560
3009.29040 9.18010 0.04650 73.89060 133.89730 83.90650 0.17130 2.99330 9.86560 2.56400 9.79620 0.10000 208.98720
3009.44280 9.21590 0.04980 74.36270 133.52800 80.77270 0.16450 3.06310 9.51870 2.57640 9.44860 0.10000 209.18070
3009.59520 9.21760 0.04950 74.40140 130.86780 86.77720 0.17330 3.14820 9.29520 2.58160 9.29650 0.10000 208.94910
3009.74760 9.21930 0.04920 74.09950 132.43740 92.78180 0.18220 3.23340 9.07180 2.58680 9.14440 0.10000 208.71760
3009.90000 9.20700 0.04530 73.43960 131.49860 89.31200 0.19160 3.36130 8.80090 2.58210 8.94320 0.10000 209.20340
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3011.27160 8.95710 0.03180 78.63120 138.38960 123.68460 0.22540 3.38540 7.86900 2.61200 8.40000 0.10000 208.28100
3011.42400 8.91390 0.02980 79.55160 140.24410 119.85920 0.23270 3.62880 7.48280 2.60950 8.00700 0.10000 208.98310
3011.57640 8.86840 0.03090 78.98830 140.59090 116.91860 0.22830 3.74180 7.43560 2.61140 7.96100 0.10000 209.53130
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3011.88120 9.26720 0.03510 75.37070 140.25700 99.93960 0.22710 3.65470 9.94070 2.62280 10.57690 0.10000 209.97950
3012.03360 9.12440 0.03320 74.91490 140.08650 101.74960 0.21420 3.58870 10.32700 2.62450 10.97050 0.10000 210.29560
3012.18600 8.98150 0.03140 76.13890 140.07060 103.55960 0.20140 3.52280 10.71320 2.62630 11.36410 0.10000 210.61170
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3012.49080 9.03520 0.03110 80.21460 141.90610 121.74510 0.22210 3.57590 7.98900 2.62780 8.62220 0.10000 210.53960
3012.64320 8.98130 0.03290 80.61630 141.54620 124.58960 0.23730 3.64550 7.65720 2.62410 8.28190 0.10000 210.27950
3012.79560 9.05100 0.03570 79.14950 141.04190 119.20680 0.21510 3.66740 7.64730 2.61950 8.26280 0.10000 210.48180
3012.94800 9.08670 0.03950 76.46650 140.06400 97.07390 0.17070 3.60340 8.09110 2.61720 8.70470 0.10000 211.07320
3013.10040 9.25330 0.04360 73.90400 137.55720 79.79810 0.14420 3.48210 9.08560 2.61770 9.72030 0.10000 211.44400
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3013.71000 8.97560 0.06060 70.47780 129.78470 79.01140 0.11990 2.93650 10.25950 2.62890 10.89330 0.10000 210.77340
3013.86240 9.00130 0.05800 70.40660 129.85930 70.80950 0.14080 2.87310 11.05250 2.62650 11.65970 0.10000 210.27580
3014.01480 9.05710 0.05130 71.64490 132.77490 68.23550 0.17150 2.93820 11.31740 2.62370 11.87610 0.10000 209.77770
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3014.31960 9.05510 0.03860 77.23940 140.85680 95.81250 0.21300 3.28390 8.69150 2.62910 9.25370 0.10000 209.95240
3014.47200 9.04980 0.03710 79.86690 143.03480 105.46450 0.23150 3.36930 8.38400 2.63550 8.94310 0.10000 209.91990
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3014.77680 9.08950 0.03710 82.32670 147.39640 118.33600 0.25730 3.50580 7.73240 2.64670 8.33790 0.10000 209.76620
3014.92920 8.87720 0.03870 82.41680 149.56400 118.30700 0.26580 3.60410 6.96440 2.64970 7.60820 0.10000 209.23120
3015.08160 8.86480 0.03800 82.18180 150.66470 123.21210 0.26800 3.79720 6.74320 2.64790 7.40910 0.10000 208.73270
3015.23400 8.86070 0.03470 82.01970 151.09020 126.02580 0.25840 4.04700 6.95170 2.64160 7.66190 0.10000 208.85760
3015.38640 8.82400 0.03120 82.35440 151.27940 124.69740 0.25240 4.19230 7.20810 2.63580 7.97470 0.10000 209.12650
3015.53880 8.78100 0.02930 83.25540 151.16960 126.77310 0.25590 4.10140 7.32350 2.63510 8.11940 0.10000 209.27550
3015.69120 8.77650 0.02860 84.36490 150.95680 126.38160 0.26050 3.87600 7.51150 2.63730 8.31530 0.10000 210.06470
3015.84360 8.77190 0.02780 85.02180 150.26980 125.99010 0.26510 3.65060 7.69940 2.63940 8.51130 0.10000 210.85400
3015.99600 8.80510 0.02640 84.59450 150.67470 125.21900 0.26510 3.62720 7.76610 2.63570 8.60850 0.10000 211.37510
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3016.30080 8.87280 0.02660 81.58120 150.52290 123.75660 0.26750 3.88510 7.69630 2.62970 8.57870 0.10000 210.59520
3016.45320 8.91750 0.02880 81.04630 151.11240 124.08540 0.26430 3.96190 7.58800 2.63320 8.45640 0.10000 210.64680
3016.60560 9.24070 0.03090 81.94140 150.74440 120.49580 0.25610 3.94010 7.49210 2.63650 8.34660 0.10000 211.59080
3016.75800 9.55230 0.03140 83.63150 150.01250 121.34960 0.24980 3.86820 7.46670 2.63480 8.31320 0.10000 212.51590
3016.91040 9.54480 0.02910 84.88060 149.28050 119.10950 0.25020 3.91120 7.38710 2.62840 8.18440 0.10000 212.60450
3017.06280 9.53740 0.02680 84.85930 148.36110 116.86940 0.25050 3.95430 7.30750 2.62190 8.05560 0.10000 212.69320
3017.21520 9.27770 0.02370 83.47580 146.52210 112.60020 0.24700 4.13360 7.72010 2.61700 8.42090 0.10000 212.88110
3017.36760 9.32890 0.02230 81.09240 144.78930 108.01320 0.23000 4.30860 7.88690 2.61310 8.53420 0.10000 212.85650
3017.52000 9.46970 0.02490 78.30130 143.52410 109.43220 0.20610 4.44150 7.66710 2.61110 8.25970 0.10000 212.29350
3017.67240 9.51790 0.03260 75.85810 142.22600 112.77000 0.18730 4.51680 7.96890 2.61350 8.55650 0.10000 211.64170
3017.82480 9.44710 0.04240 74.30220 141.46210 101.74310 0.18250 4.50680 9.37260 2.61920 9.99340 0.10000 211.46510
3017.97720 9.35530 0.04910 73.70180 141.10890 90.61680 0.19390 4.42570 10.20920 2.62320 10.82900 0.10000 211.68460
3018.12960 9.20370 0.04880 73.72540 140.48940 101.39010 0.21440 4.36390 9.51260 2.62330 10.05330 0.10000 211.52300
3018.28200 9.05210 0.04850 73.96720 139.64720 112.16340 0.23480 4.30210 8.81590 2.62350 9.27750 0.10000 211.36140
3018.43440 8.96170 0.04640 74.58140 138.96380 114.32680 0.24130 4.23660 8.21300 2.62570 8.60660 0.10000 210.93660
3018.58680 8.87200 0.04390 75.91930 138.41680 118.95500 0.24180 4.09510 8.10900 2.62800 8.45990 0.10000 210.91340
3018.73920 8.56560 0.03980 77.57540 136.50210 120.22510 0.22660 3.88290 8.38160 2.62540 8.60540 0.10000 211.17220
3018.89160 8.50240 0.03440 78.38040 135.37200 116.69440 0.20640 3.60790 8.99120 2.61550 9.08710 0.10000 211.33470
3019.04400 8.50260 0.03000 77.45210 133.71040 119.99390 0.19710 3.26700 9.34210 2.59950 9.38870 0.10000 211.42170
3019.19640 8.51250 0.02870 75.23960 131.73120 120.58400 0.19500 2.92280 9.46240 2.58100 9.47880 0.10000 211.46620
3019.34880 8.77330 0.03280 73.30420 130.36630 97.83780 0.18010 2.76700 8.87710 2.56750 8.89040 0.10000 211.49190
3019.50120 9.03420 0.03690 73.00740 128.87080 75.09170 0.16520 2.61110 8.29170 2.55400 8.30210 0.10000 211.51770
3019.65360 9.19640 0.04190 74.20670 129.10420 73.86840 0.14590 2.64380 7.85630 2.54740 7.89890 0.10000 211.73450
3019.80600 9.16920 0.04480 75.55060 130.36030 74.61700 0.13800 2.69850 7.81780 2.54400 7.89990 0.10000 211.79410
3019.95840 9.16890 0.04690 75.93100 131.25500 76.76190 0.13720 2.72610 7.89270 2.54490 8.00850 0.10000 211.59440
3020.11080 8.99600 0.04920 75.32380 132.87680 76.50320 0.13910 2.73010 7.76250 2.55070 7.88950 0.10000 211.31590
3020.26320 8.77570 0.05080 74.63820 133.94170 74.32570 0.14050 2.73710 7.48250 2.55940 7.57190 0.10000 211.25000
3020.41560 8.80880 0.05030 74.83570 135.40510 70.32070 0.14210 2.78470 7.46770 2.56840 7.49550 0.10000 211.58880
3020.56800 8.77560 0.04640 76.18730 135.26680 76.83170 0.14860 2.95770 7.52290 2.57680 7.50540 0.10000 211.77220
3020.72040 8.74250 0.04260 78.10430 135.23040 83.34270 0.15500 3.13070 7.57810 2.58530 7.51530 0.10000 211.95550
3020.87280 8.76150 0.03740 79.58030 133.54040 84.46960 0.16030 3.34530 7.70320 2.59250 7.59390 0.10000 211.33890
3021.02520 8.76030 0.03390 79.71280 134.31000 89.22120 0.14980 3.41070 7.95290 2.59880 7.83300 0.10000 210.45410
3021.17760 8.55340 0.03330 78.08560 131.76490 90.83580 0.13270 3.27140 8.31220 2.60320 8.18680 0.10000 209.80980
3021.33000 8.71940 0.03470 75.12200 131.83660 73.83820 0.12300 3.02520 8.87240 2.60180 8.75250 0.10000 209.86030
3021.48240 8.77730 0.03690 71.96690 130.44130 70.14480 0.11900 2.80700 9.52880 2.59300 9.43990 0.10000 210.24660
3021.63480 8.81310 0.03900 69.87000 127.81520 71.67670 0.11920 2.68290 9.36320 2.58120 9.29990 0.10000 210.51040
3021.78720 8.81250 0.04000 69.40560 125.35450 70.45830 0.12090 2.66740 9.21980 2.57650 9.16170 0.10000 210.71920
3021.93960 8.81200 0.04100 70.25720 124.03640 69.23980 0.12260 2.65200 9.07640 2.57180 9.02340 0.10000 210.92790
3022.09200 8.68660 0.04400 71.61330 124.59440 70.07260 0.12090 2.71820 9.06300 2.56240 8.96680 0.10000 212.39290
3022.24440 8.70800 0.04500 72.79610 122.39270 69.36730 0.11740 2.69960 9.49580 2.55900 9.38350 0.10000 212.20050
3022.39680 8.76690 0.04610 73.46880 121.96740 70.59340 0.11600 2.61260 9.57560 2.55770 9.46950 0.10000 211.67380
3022.54920 8.93840 0.04810 73.51770 120.80940 70.34910 0.11650 2.50950 9.52530 2.56160 9.42130 0.10000 211.21730
3022.70160 8.89210 0.05070 73.10950 120.57280 67.44060 0.11750 2.44310 9.28530 2.57150 9.18900 0.10000 210.73450
3022.85400 8.89110 0.05280 72.44650 120.64900 67.62590 0.11930 2.42670 8.91290 2.58470 8.82280 0.10000 210.21610
3023.00640 8.82440 0.05330 71.55370 120.29040 71.03030 0.11950 2.44630 8.87660 2.59040 8.78030 0.10000 210.06110
3023.15880 8.75770 0.05380 70.58600 118.76530 74.43460 0.11980 2.46580 8.84030 2.59610 8.73780 0.10000 209.90610
3023.31120 8.47790 0.05740 70.05580 120.03150 73.92710 0.10880 2.68590 8.95330 2.61360 8.75820 0.10000 209.81440
3023.46360 8.47260 0.06040 70.58100 117.52400 77.77970 0.09870 2.74800 9.21140 2.62730 8.98820 0.10000 209.32760
3023.61600 8.47100 0.06110 72.34200 116.68970 79.75970 0.09160 2.72810 9.76050 2.64150 9.54800 0.10000 208.56540
3023.76840 8.46720 0.05900 74.46010 115.94560 78.81730 0.08950 2.70740 10.98150 2.65050 10.76220 0.10000 208.10510
3023.92080 8.46490 0.05610 75.44480 115.65500 76.78340 0.09160 2.75800 12.51080 2.65100 12.22680 0.10000 208.23610
3024.07320 8.46070 0.05340 74.63450 115.55640 77.85300 0.09870 2.81050 13.08680 2.64290 12.75430 0.10000 208.63690
3024.22560 8.47720 0.05230 72.80090 115.92200 80.50110 0.10520 2.78110 12.81270 2.63630 12.48250 0.10000 208.71460
3024.37800 8.49380 0.05130 71.32780 116.92310 83.14920 0.11170 2.75180 12.53860 2.62980 12.21060 0.10000 208.79220
3024.53040 8.56150 0.04890 71.04310 118.68230 86.38840 0.13020 2.52960 8.83460 2.60130 8.70840 0.10000 209.07120
3024.68280 8.63540 0.04760 71.72570 120.01060 79.87970 0.12970 2.53140 8.68640 2.58650 8.59060 0.10000 209.48070
3024.83520 8.68320 0.04700 72.50770 121.02130 74.43810 0.12640 2.56530 9.01000 2.57390 8.92480 0.10000 209.88830
3024.98760 8.73540 0.04830 72.81420 121.98270 71.79190 0.12550 2.57830 9.66070 2.56720 9.56770 0.10000 210.51830
3025.14000 8.86480 0.05130 72.68370 123.80390 72.35560 0.12850 2.57530 10.10860 2.56630 9.99520 0.10000 211.21990
3025.29240 8.89690 0.05380 72.43770 123.51430 77.43060 0.13320 2.58070 10.16370 2.56600 10.05910 0.10000 211.52920
3025.44480 8.82390 0.05370 72.42490 125.26140 78.83590 0.13250 2.58350 10.02270 2.56380 9.94120 0.10000 211.48540
3025.59720 8.75090 0.05370 72.74430 122.83030 80.24110 0.13180 2.58630 9.88180 2.56170 9.82330 0.10000 211.44170
3025.74960 8.77810 0.04780 72.98830 122.41640 71.10430 0.11890 2.48240 9.76040 2.54970 9.67340 0.10000 211.10530
3025.90200 8.84610 0.04450 72.57950 124.05890 69.45690 0.12210 2.40380 9.98570 2.54800 9.89650 0.10000 210.67250
3026.05440 9.02860 0.04220 71.42630 125.54130 68.24600 0.12950 2.37730 10.59300 2.54990 10.47890 0.10000 210.26250
3026.20680 9.02350 0.04200 70.15270 125.37610 73.30030 0.13560 2.44570 10.87040 2.55770 10.71430 0.10000 209.97300
3026.35920 9.03360 0.04400 69.63170 128.27820 75.01200 0.14030 2.62130 10.34910 2.57410 10.20210 0.10000 209.58110
3026.51160 8.73280 0.04600 70.15830 127.46820 81.33540 0.15170 2.87420 9.86620 2.59490 9.75150 0.10000 209.16920
3026.66400 8.66720 0.04560 71.31570 129.13710 90.54350 0.16100 2.99240 9.77300 2.60150 9.67600 0.10000 209.11380
3026.81640 8.60160 0.04520 72.47750 131.63410 99.75170 0.17030 3.11070 9.67970 2.60810 9.60050 0.10000 209.05830
3026.96880 8.60490 0.03910 73.31700 132.01060 113.15850 0.17450 3.04830 9.47750 2.58670 9.69210 0.10050 209.32790
3027.12120 8.77460 0.03970 73.80680 131.82260 98.63350 0.15740 2.81630 9.64420 2.56490 9.92630 0.10030 209.65210
3027.27360 9.14520 0.04330 73.99440 132.54490 75.36770 0.14690 2.64680 10.18910 2.54990 10.47930 0.10000 210.01090
3027.42600 9.55320 0.04820 73.99820 132.19500 62.85410 0.14580 2.61920 10.66050 2.54700 10.95520 0.10000 210.47380
3027.57840 9.46720 0.05300 74.00110 132.18680 61.66450 0.15660 2.78090 10.90390 2.55540 11.19530 0.10000 211.07030
3027.73080 9.38150 0.05670 74.30750 133.13070 67.93490 0.17920 3.17850 10.83250 2.56870 11.13180 0.10000 211.36840
3027.88320 9.30600 0.05800 74.87590 134.93700 77.97120 0.18910 3.45960 10.26500 2.57410 10.58740 0.10000 211.23320
3028.03560 9.23050 0.05930 75.15640 136.60500 88.00750 0.19900 3.74070 9.69750 2.57950 10.04290 0.10000 211.09810
3028.18800 9.12850 0.07080 74.89720 139.31700 98.86060 0.18290 4.13970 8.34960 2.59560 8.73790 0.10000 210.44100
3028.34040 9.14510 0.07790 74.54350 139.80890 99.39280 0.18230 3.95350 8.46470 2.60920 8.90520 0.10000 210.37250
3028.49280 8.84540 0.07600 74.84460 141.91720 108.12330 0.19510 3.89080 8.01780 2.62080 8.58420 0.10000 210.17920
3028.64520 9.04820 0.06350 76.14110 141.79820 112.23050 0.21320 3.95540 7.37510 2.62280 8.02060 0.10000 209.94550
3028.79760 9.03460 0.04880 77.81120 140.65660 114.40780 0.22280 3.96260 7.02900 2.61610 7.68270 0.10000 209.80140
3028.95000 8.71700 0.03880 78.65860 139.03120 112.36740 0.20470 3.80950 7.23600 2.60410 7.90310 0.10000 209.93680
3029.10240 8.70810 0.03620 78.17290 138.91910 102.13010 0.18790 3.67050 7.58770 2.59730 8.27270 0.10000 210.17440
3029.25480 8.69910 0.03360 76.85040 134.91400 91.89280 0.17100 3.53160 7.93940 2.59050 8.64230 0.10000 210.41210
3029.40720 8.59560 0.03050 75.38360 132.68460 71.19190 0.14480 2.99150 8.45060 2.57390 9.12090 0.10000 210.85720
3029.55960 8.78240 0.03090 74.09940 129.65090 77.96730 0.15330 2.90340 8.53840 2.57380 9.15620 0.10000 210.90620
3029.71200 8.80320 0.03210 72.78510 128.08190 86.80080 0.15800 2.93240 8.68480 2.57820 9.23570 0.10000 210.91170
3029.86440 8.95490 0.03390 71.05150 126.52820 81.36960 0.14200 2.99300 8.51340 2.58680 9.02020 0.10000 210.75230
3030.01680 8.98520 0.03610 69.11700 124.65270 73.20390 0.11690 3.02440 8.58410 2.59840 9.09170 0.10000 210.58240
3030.16920 8.78010 0.03860 67.80250 122.93610 68.88310 0.10480 3.02800 9.91440 2.60980 10.46800 0.10000 210.37360
3030.32160 8.64100 0.04000 67.77230 124.19190 67.53650 0.10570 3.03580 11.40550 2.61410 12.01640 0.10000 210.21530
3030.47400 8.50200 0.04140 69.20480 126.22300 66.18990 0.10660 3.04350 12.89670 2.61840 13.56480 0.10000 210.05710
3030.62640 8.53230 0.04600 71.69160 128.75190 70.33360 0.12660 3.23690 11.91830 2.62680 12.59640 0.10000 209.61310
3030.77880 8.57540 0.04740 74.38440 131.09610 80.10310 0.15020 3.31370 10.32290 2.63170 10.89630 0.10000 209.38570
3030.93120 8.79380 0.04880 76.65500 131.96950 99.80100 0.17780 3.24360 9.26800 2.63900 9.77810 0.10000 209.25110
3031.08360 8.87440 0.04950 78.27280 135.05300 109.71820 0.18660 3.09080 8.80950 2.64440 9.35260 0.10000 209.67470
3031.23600 8.95500 0.04790 79.05370 137.14090 109.79270 0.16600 3.03250 8.76520 2.64220 9.34980 0.10000 210.49120
3031.38840 8.89900 0.04430 78.82620 138.53420 107.16690 0.14740 3.14860 9.44570 2.63120 10.14350 0.10000 211.15550
3031.54080 8.96160 0.04260 77.53100 140.62510 101.30990 0.14660 3.26490 10.44250 2.62400 11.26820 0.10000 211.29810
3031.69320 9.02420 0.04090 75.52250 142.88240 95.45290 0.14590 3.38120 11.43930 2.61690 12.39300 0.10000 211.44060
3031.84560 9.00140 0.03650 73.82470 141.81230 83.63100 0.17800 3.91740 10.16270 2.59700 11.13390 0.10000 211.15600
3031.99800 9.03240 0.03230 73.41000 145.59280 98.74720 0.20340 4.20640 8.25600 2.59000 9.09760 0.10000 210.82310
3032.15040 8.90830 0.02790 74.43620 145.98410 110.42580 0.22300 4.44830 7.70990 2.58740 8.53700 0.10000 210.70460
3032.30280 9.72090 0.02620 76.25230 146.37140 112.68440 0.22710 4.47790 8.02930 2.59390 8.91890 0.10000 210.73220
3032.45520 9.80850 0.02790 77.90350 147.55130 103.83330 0.22360 4.23870 8.42680 2.60800 9.34790 0.10000 210.63850
3032.60760 9.32830 0.03150 78.85810 147.66620 105.41010 0.22480 3.91310 8.58590 2.62320 9.47870 0.10000 210.46030
3032.76000 9.35690 0.03350 79.33960 147.15210 107.88040 0.22850 3.81160 8.51430 2.62860 9.43700 0.10000 210.38690
3032.91240 9.38560 0.03550 79.92590 148.85600 110.35070 0.23230 3.71010 8.44270 2.63400 9.39520 0.10000 210.31360
3033.06480 9.46760 0.03770 80.88600 148.08410 122.09210 0.24760 3.74700 7.35870 2.64010 8.36640 0.10000 209.95080
3033.21720 9.26300 0.03570 82.09680 148.46710 125.60230 0.25550 3.83910 7.21770 2.63880 8.22910 0.10000 210.05010
3033.36960 8.88400 0.03380 83.08200 148.48840 126.44550 0.25920 3.87820 7.39960 2.63650 8.41020 0.10000 210.01590
3033.52200 8.82570 0.03240 83.33500 148.71720 127.11490 0.25440 3.84970 7.59230 2.63330 8.60920 0.10000 210.02770
3033.67440 9.12000 0.03060 82.99330 149.62710 122.78450 0.24840 3.80540 7.67870 2.62870 8.68380 0.10000 210.59920
3033.82680 9.56470 0.02880 82.69730 149.48160 117.58750 0.24380 3.77450 7.83880 2.62510 8.83880 0.10000 211.32930
3033.97920 9.52030 0.02870 83.01430 149.47490 117.56510 0.24410 3.74680 7.93790 2.62560 8.93650 0.10000 211.42790
3034.13160 9.47580 0.02860 83.85130 148.68770 117.54270 0.24430 3.71910 8.03690 2.62620 9.03420 0.10000 211.52660
3034.28400 8.89980 0.03350 84.35620 148.38250 119.05110 0.24980 3.46730 7.77040 2.64050 8.66140 0.10000 210.32680
3034.43640 8.90900 0.03540 83.70950 148.43490 126.09710 0.25150 3.35050 7.54950 2.64620 8.40490 0.10000 209.99500
3034.58880 8.88800 0.03560 82.02080 148.57670 129.32350 0.25510 3.31310 7.65910 2.64860 8.50170 0.10000 210.26310
3034.74120 8.72070 0.03400 80.34310 146.60360 126.10010 0.25730 3.39920 7.94750 2.64690 8.77940 0.10000 210.84860
3034.89360 8.74860 0.03130 79.67900 147.21010 123.27230 0.25580 3.56840 8.11100 2.64270 8.94100 0.10000 211.28380
3035.04600 8.88880 0.02930 80.16550 148.65610 125.56880 0.25110 3.68450 8.18320 2.64130 9.01330 0.10000 211.35120
3035.19840 8.90780 0.02900 81.13720 150.87270 125.03180 0.24820 3.67510 8.13940 2.64340 8.95830 0.10000 211.19400
3035.35080 8.92680 0.02870 81.81210 151.50270 124.49480 0.24530 3.66560 8.09560 2.64540 8.90330 0.10000 211.03680
3035.50320 9.05580 0.02780 81.95090 150.99720 122.89100 0.24850 3.52770 7.56160 2.65060 8.29220 0.10000 210.43980
3035.65560 8.86360 0.02620 81.88930 151.30840 126.98410 0.24960 3.52740 7.52900 2.64400 8.24970 0.10000 210.71620
3035.80800 8.70830 0.02460 81.98560 150.66120 124.23210 0.24870 3.54460 7.61080 2.63390 8.33370 0.10000 210.91590
3035.96040 8.61610 0.02330 82.23980 149.74150 124.12700 0.24930 3.56590 7.71970 2.62480 8.40050 0.10000 210.98530
3036.11280 8.57500 0.02290 82.38890 148.40030 126.42080 0.25460 3.59560 7.77020 2.61980 8.34450 0.10000 211.42210
3036.26520 8.58150 0.02340 82.21150 147.05050 130.47480 0.26080 3.61480 7.72910 2.61980 8.21000 0.10000 212.09170
3036.41760 8.59330 0.02420 81.74860 146.24270 130.88180 0.26170 3.60420 7.63950 2.62110 8.07150 0.10000 212.31370
3036.57000 8.60500 0.02500 81.18360 145.51770 131.28890 0.26260 3.59350 7.54980 2.62240 7.93310 0.10000 212.53570
3036.72240 8.79440 0.03250 80.52640 143.83080 124.18370 0.23920 3.49630 7.76920 2.62140 8.03730 0.10000 213.12080
3036.87480 8.97730 0.03780 79.54930 142.77940 125.18920 0.21610 3.44310 8.84360 2.61250 9.02550 0.10000 213.28340
3037.02720 8.93810 0.04270 78.14340 141.26540 119.55330 0.17770 3.31910 10.22620 2.59750 10.30500 0.10000 213.11040
3037.17960 8.92670 0.04580 76.60390 140.36410 91.76790 0.14300 3.10800 11.49950 2.57910 11.42100 0.10000 213.04930
3037.33200 9.22360 0.04650 75.47600 138.76430 68.51300 0.12460 2.88040 10.86920 2.56230 10.74350 0.10000 213.45700
3037.48440 9.12370 0.04600 75.04310 138.43250 66.71240 0.12000 2.72740 10.01460 2.55180 9.89460 0.10000 213.97050
3037.63680 9.00300 0.04620 75.06040 135.97190 67.58920 0.12060 2.70100 9.93350 2.55170 9.80530 0.10000 213.90110
3037.78920 8.88220 0.04650 74.98900 133.59920 68.46600 0.12110 2.67460 9.85250 2.55160 9.71600 0.10000 213.83170
3037.94160 8.78100 0.05370 74.47330 131.41940 70.03670 0.12860 2.67080 9.68730 2.58090 9.50800 0.10000 212.28730
3038.09400 8.66680 0.05590 73.73900 132.23350 78.26340 0.13300 2.67680 9.43200 2.59400 9.27300 0.10000 211.75590
3038.24640 8.68790 0.05570 73.28360 130.34850 83.36840 0.13620 2.70030 9.32720 2.59840 9.19080 0.10000 211.09710
3038.39880 8.82180 0.05640 73.22690 130.26710 83.63100 0.13760 2.72670 9.06640 2.60120 8.95990 0.10000 210.31760
3038.55120 8.79500 0.05990 73.20130 129.12680 79.72790 0.13720 2.76970 8.75400 2.60890 8.67140 0.10000 209.79930
3038.70360 8.70650 0.06420 72.79570 129.80360 78.16880 0.13780 2.85630 8.68210 2.61830 8.60810 0.10000 209.72390
3038.85600 8.71610 0.06460 72.03030 130.73490 79.52370 0.13900 2.90340 8.73320 2.61940 8.66980 0.10000 209.88160
3039.00840 8.72580 0.06500 71.41850 129.51700 80.87860 0.14020 2.95040 8.78420 2.62050 8.73140 0.10000 210.03920
3039.16080 8.75180 0.05420 71.45820 129.78980 75.06160 0.14580 2.99780 9.10890 2.60060 9.20160 0.10000 210.50550
3039.31320 8.76880 0.04820 71.98520 131.51470 77.65820 0.14660 2.99620 9.16420 2.59160 9.31430 0.10000 210.25850
3039.46560 8.87610 0.04410 72.42660 131.85020 79.54800 0.14320 2.96960 9.06130 2.58930 9.27650 0.10000 210.01870
3039.61800 8.86750 0.04170 72.60910 132.41900 76.72150 0.13930 2.92160 9.19110 2.59470 9.51650 0.10000 209.98150
3039.77040 8.75030 0.04050 73.02000 133.45790 77.64390 0.13920 2.93920 9.37560 2.60670 9.77820 0.10000 209.88450
3039.92280 8.63470 0.03990 74.38490 135.11690 82.54770 0.14980 3.10990 9.21350 2.62080 9.62700 0.10000 209.57860
3040.07520 8.72790 0.03940 76.74020 139.40660 89.23280 0.16680 3.25420 8.82110 2.62550 9.23610 0.10000 209.49640
3040.22760 8.82110 0.03890 79.02640 140.58320 95.91790 0.18380 3.39850 8.42860 2.63020 8.84520 0.10000 209.41430
3040.38000 8.73360 0.03660 79.90870 141.89730 122.62730 0.26640 3.76520 7.40920 2.62910 7.85400 0.10000 209.85870
3040.53240 8.86240 0.03810 78.95030 142.46290 121.15570 0.23340 3.75330 7.56250 2.62770 8.03580 0.10000 209.81350
3040.68480 9.01530 0.04180 76.84070 143.01940 113.58420 0.18570 3.64620 8.65910 2.63110 9.22140 0.10000 209.64020
3040.83720 9.06640 0.04530 74.75650 143.97830 95.82470 0.15430 3.49290 10.65460 2.63800 11.35450 0.10000 209.53520
3040.98960 8.74360 0.04570 73.69000 143.21100 87.42160 0.14550 3.40920 11.36940 2.64310 12.16950 0.10000 209.72020
3041.14200 8.89440 0.04190 74.02000 142.34920 96.87510 0.15820 3.48740 10.26690 2.64170 11.05810 0.10000 209.99250
3041.29440 8.93850 0.03900 75.56330 141.68330 102.49270 0.17200 3.58780 9.80730 2.63810 10.57040 0.10000 210.00760
3041.44680 8.98260 0.03610 77.66640 142.51800 108.11030 0.18580 3.68820 9.34770 2.63440 10.08280 0.10000 210.02260
3041.59920 9.07120 0.03070 79.24680 142.60160 124.06880 0.21870 3.94210 7.89630 2.62160 8.53800 0.10000 210.84970
3041.75160 9.22000 0.03190 79.32960 142.07160 122.28590 0.22150 3.85030 7.33460 2.61790 7.93550 0.10000 211.61210
3041.90400 8.79790 0.03540 77.76550 141.63550 115.48440 0.21740 3.60860 7.47340 2.61390 8.07290 0.10000 211.57500
3042.05640 8.86410 0.04130 75.33810 140.36650 99.69730 0.19400 3.28610 8.52970 2.61100 9.19160 0.10000 210.89260
3042.20880 8.86190 0.04840 73.15790 139.37950 80.84210 0.16280 2.97900 9.08610 2.61120 9.78270 0.10000 210.76170
3042.36120 8.90750 0.05400 71.97110 138.48330 74.20410 0.14660 2.74950 8.94150 2.61340 9.64870 0.10000 211.41880
3042.51360 8.84770 0.05460 71.84730 136.49040 71.98510 0.14760 2.68790 9.11170 2.61360 9.82200 0.10000 211.62700
3042.66600 8.78780 0.05530 72.32360 135.07350 69.76600 0.14860 2.62620 9.28200 2.61370 9.99530 0.10000 211.83530
3042.81840 8.80160 0.04640 72.82570 133.20860 78.74030 0.16370 2.71220 9.82290 2.60170 10.34570 0.10000 211.59170
3042.97080 9.00670 0.04130 72.89770 130.73810 84.76300 0.15980 2.90160 9.11270 2.59420 9.43140 0.10000 211.27960
3043.12320 9.24930 0.03690 72.22860 130.19930 85.78410 0.14530 3.18970 9.18230 2.58710 9.34440 0.10000 210.86990
3043.27560 9.29860 0.03360 70.93540 129.29340 86.29550 0.12510 3.50520 9.83970 2.58010 9.88950 0.10000 210.75440
3043.42800 9.17590 0.03340 69.58850 129.28500 85.83120 0.11030 3.67050 10.70030 2.57700 10.67630 0.10000 210.93340
3043.58040 8.87790 0.03770 68.78260 128.17970 83.34270 0.10510 3.59460 11.66680 2.58080 11.62170 0.10000 211.14540
3043.73280 8.89480 0.04110 68.84440 128.62960 77.90340 0.10510 3.49960 11.43120 2.58480 11.40950 0.10000 211.18850
3043.88520 8.91160 0.04440 69.78180 129.95410 72.46420 0.10500 3.40450 11.19550 2.58870 11.19730 0.10000 211.23160
3044.03760 9.12140 0.05150 71.26260 129.56240 67.42870 0.12050 3.24530 10.22010 2.59540 10.25610 0.10000 210.78600
3044.19000 9.07960 0.05100 72.71570 129.05480 68.98660 0.13470 3.27940 10.06330 2.59200 10.10240 0.10000 210.19080
3044.34240 9.06110 0.05030 73.61600 129.18520 77.22170 0.14690 3.32030 9.64200 2.58840 9.68920 0.10000 209.85840
3044.49480 9.12880 0.05050 73.65340 129.49630 89.67590 0.15460 3.31000 9.36380 2.58580 9.41630 0.10000 210.02160
3044.64720 9.08740 0.05130 73.01260 129.88670 94.66940 0.15900 3.19550 9.27900 2.58200 9.33290 0.10000 210.17450
3044.79960 9.15850 0.05160 72.36550 130.20610 85.26610 0.15610 3.00320 9.23710 2.57570 9.28540 0.10000 210.18360
3044.95200 9.21800 0.05150 72.20350 129.66550 76.63580 0.15170 2.91660 9.21680 2.57300 9.26560 0.10000 210.22950
3045.10440 9.27750 0.05140 72.45780 129.32430 68.00560 0.14720 2.83000 9.19650 2.57030 9.24580 0.10000 210.27550
3045.25680 9.38100 0.05260 72.72130 130.19600 61.06700 0.13360 2.78800 8.86170 2.57790 9.00630 0.10000 210.08960
3045.40920 9.31830 0.05240 72.71660 129.99220 63.65630 0.13320 2.92240 8.81090 2.58290 8.98700 0.10000 209.90270
3045.56160 9.07190 0.04930 72.67000 130.01950 70.94490 0.13470 3.04920 9.07230 2.57760 9.25180 0.10000 209.94160
3045.71400 9.30670 0.04510 73.04390 129.31280 74.70700 0.13480 3.07970 9.37000 2.56130 9.54090 0.10000 210.28780
3045.86640 9.12530 0.04430 73.90380 128.78540 72.30190 0.13440 3.08720 9.48660 2.54310 9.65210 0.10000 211.00360
3046.01880 9.27510 0.04940 74.76420 129.56440 77.60690 0.13710 3.19470 9.54710 2.53570 9.71550 0.10000 211.38950
3046.17120 9.30930 0.05350 75.06480 130.34860 81.34270 0.14190 3.29240 9.75630 2.53980 9.92710 0.10000 211.15760
3046.32360 9.34350 0.05760 74.70940 131.63370 85.07860 0.14680 3.39010 9.96550 2.54380 10.13860 0.10000 210.92570
3046.47600 9.28910 0.05860 74.06300 132.69690 78.78780 0.17090 3.74660 13.95090 2.56840 14.06480 0.10000 210.15000
3046.62840 9.47930 0.05180 73.60530 131.93820 81.37260 0.16940 3.96180 14.22450 2.56840 14.31630 0.10000 210.28110
3046.78080 9.17140 0.04770 73.51030 132.11130 89.66130 0.16550 4.12420 14.12070 2.56550 14.20870 0.10000 210.11900
3046.93320 9.35790 0.04870 73.58240 132.68550 85.24820 0.15280 4.01170 14.01100 2.56560 14.10480 0.10000 209.93870
3047.08560 9.28000 0.05330 73.60660 132.51030 65.13150 0.13270 3.62140 13.88220 2.56990 13.97910 0.10000 210.20400
3047.23800 9.31520 0.05900 73.47950 131.98520 58.24060 0.12190 3.23340 13.53720 2.57670 13.62440 0.10000 210.56440
3047.39040 9.31440 0.06090 73.16800 130.69820 62.23280 0.12470 3.15860 13.11400 2.58050 13.20520 0.10000 210.54370
3047.54280 9.31360 0.06270 72.76230 131.76680 66.22500 0.12740 3.08380 12.69070 2.58430 12.78600 0.10000 210.52300
3047.69520 9.01500 0.05840 72.47880 133.11530 89.57560 0.15960 3.25660 9.63800 2.59750 9.79280 0.10000 210.60800
3047.84760 8.75170 0.05420 72.37100 133.65130 94.28510 0.16420 3.20850 9.24710 2.60090 9.40080 0.10000 210.34660
3048.00000 8.86850 0.05400 72.33470 133.61570 90.60740 0.15790 3.05560 9.15540 2.60230 9.32050 0.10000 209.85960
3048.15240 9.02950 0.05900 72.29640 132.18970 79.65650 0.14650 2.90280 8.67510 2.60340 8.90930 0.10000 209.83820
3048.30480 9.05530 0.06550 72.26350 132.20290 70.62040 0.13720 2.76590 8.16150 2.60340 8.46330 0.10000 210.21910
3048.45720 9.01730 0.06810 72.51710 130.17610 64.28140 0.12930 2.64380 8.15540 2.59900 8.49050 0.10000 210.78460
3048.60960 9.12930 0.06660 73.19560 128.42000 63.26400 0.12570 2.61110 8.31200 2.59440 8.66650 0.10000 211.13930
3048.76200 9.24120 0.06510 73.81220 127.70070 62.24670 0.12200 2.57830 8.46850 2.58970 8.84240 0.10000 211.49410
3048.91440 9.29150 0.05600 73.73320 126.23920 60.48620 0.11570 2.70000 8.76270 2.57880 9.15520 0.10000 211.20590
3049.06680 9.04160 0.05510 72.91210 126.74420 64.41860 0.11830 2.82070 8.54860 2.58690 8.89460 0.10000 210.50220
3049.21920 8.90440 0.05400 72.07760 127.93670 68.71930 0.12250 2.92820 8.26220 2.60030 8.57120 0.10000 210.42570
3049.37160 8.90140 0.05060 72.12230 129.25550 72.20710 0.12960 3.01160 8.21660 2.61140 8.51050 0.10000 210.67620
3049.52400 8.92360 0.04550 73.23950 129.75040 78.24840 0.14420 3.06140 8.32050 2.61630 8.60440 0.10000 210.58210
3049.67640 8.66720 0.04080 74.72790 130.17510 88.33100 0.16500 3.07760 8.26150 2.61540 8.55670 0.10000 210.23660
3049.82880 8.72660 0.03900 75.62720 130.87750 95.32980 0.17250 3.07820 8.10920 2.61230 8.42430 0.10000 210.12200
3049.98120 8.78600 0.03710 75.52240 131.35210 102.32860 0.18000 3.07880 7.95700 2.60910 8.29190 0.10000 210.00730
3050.13360 8.65990 0.03480 74.67620 131.23980 93.81960 0.15710 2.99210 8.64590 2.59080 9.05750 0.10000 209.95570
3050.28600 8.69620 0.03840 73.72080 130.64660 85.91450 0.14360 2.88900 9.02660 2.58920 9.46280 0.10000 210.24480
3050.43840 8.66070 0.04320 73.23260 130.71470 77.63500 0.14190 2.80790 9.20260 2.59180 9.65980 0.10000 210.19380
3050.59080 8.65520 0.04600 73.42120 131.43120 71.11970 0.14720 2.79240 9.16500 2.59270 9.63380 0.10000 210.00340
3050.74320 8.72630 0.04610 74.22630 131.07270 72.12720 0.15400 2.83710 8.42460 2.59110 8.87770 0.10000 210.43100
3050.89560 8.68060 0.04560 75.27410 131.56850 80.68080 0.16030 2.90620 8.04900 2.59100 8.45690 0.10000 211.02990
3051.04800 8.70200 0.04570 76.09050 131.62580 82.76310 0.16240 2.93930 8.10900 2.59270 8.49010 0.10000 211.11540
3051.20040 8.72350 0.04580 76.39000 131.05940 84.84540 0.16450 2.97230 8.16900 2.59450 8.52320 0.10000 211.20090
3051.35280 8.59470 0.04400 76.14980 131.03170 92.00390 0.16540 3.10360 8.66680 2.59930 9.06350 0.10000 211.57510
3051.50520 8.64090 0.04220 75.61140 131.11140 93.50370 0.16560 3.16280 8.63050 2.59590 9.02120 0.10000 211.32160
3051.65760 8.66780 0.04170 74.88120 130.26730 92.48690 0.15520 3.17420 8.24220 2.59090 8.59840 0.10000 210.89900
3051.81000 8.93730 0.04200 73.87170 130.16260 81.88680 0.13840 3.12370 7.88770 2.58460 8.20980 0.10000 210.74730
3051.96240 8.99130 0.04110 72.50270 129.70150 70.80200 0.12870 3.03610 7.86940 2.57580 8.16770 0.10000 210.75970
3052.11480 8.74860 0.03910 71.00150 128.84650 67.16770 0.12530 2.93980 8.19670 2.56640 8.45360 0.10000 210.68790
3052.26720 8.92550 0.03870 69.95820 127.95320 66.47370 0.12360 2.89440 8.51370 2.56350 8.73190 0.10000 210.64070
3052.41960 9.10230 0.03820 69.86340 127.98600 65.77970 0.12180 2.84900 8.83070 2.56070 9.01030 0.10000 210.59350
3052.57200 9.43140 0.04210 70.71660 125.97440 57.95890 0.11500 2.74680 10.42350 2.56460 10.39330 0.10000 210.47080
3052.72440 9.24490 0.04380 71.89970 125.54340 59.24750 0.11650 2.78080 11.15230 2.56740 10.91640 0.10000 210.39410
3052.87680 9.11400 0.04420 72.65540 125.66400 62.06120 0.12110 2.86900 10.61940 2.56720 10.27760 0.10000 210.01480
3053.02920 9.13020 0.04450 72.65990 125.21430 64.27850 0.12500 2.95860 9.92800 2.56520 9.60320 0.10000 209.39580
3053.18160 9.18330 0.04580 72.12920 125.45440 66.58250 0.12510 2.97310 9.89990 2.56490 9.60700 0.10000 209.03160
3053.33400 9.05760 0.04770 71.43800 127.52980 64.04850 0.12430 2.88530 10.98050 2.56990 10.72120 0.10000 209.06060
3053.48640 9.03470 0.04810 70.86690 128.14680 61.92360 0.12550 2.82710 11.51160 2.57510 11.28690 0.10000 208.92620
3053.63880 9.01180 0.04850 70.72640 131.83870 59.79860 0.12660 2.76900 12.04280 2.58020 11.85260 0.10000 208.79180
3053.79120 9.08290 0.04570 71.38960 133.96060 65.93130 0.13420 2.79470 11.89710 2.60660 11.79590 0.10000 207.17000
3053.94360 9.15160 0.04520 73.00790 136.02550 76.73070 0.13920 2.95600 10.72990 2.61810 10.74310 0.10000 207.23370
3054.09600 8.87240 0.04510 75.08840 138.36210 100.17190 0.15640 3.12640 9.12890 2.62470 9.27380 0.10000 207.55300
3054.24840 8.87750 0.04450 76.64410 139.04100 114.65370 0.18200 3.18220 8.49240 2.62570 8.69840 0.10000 207.66600
3054.40080 8.94670 0.04310 76.91120 141.17720 111.36540 0.19760 3.09100 8.34800 2.62220 8.59820 0.10000 207.83260
3054.55320 8.89560 0.04110 76.05090 141.14790 103.80530 0.19320 2.96030 8.54310 2.61540 8.85570 0.10000 208.32470
3054.70560 8.96970 0.04040 74.94590 140.79950 98.47740 0.18550 2.93210 8.96190 2.61140 9.29720 0.10000 208.65020
3054.85800 9.04380 0.03960 74.35520 139.10750 93.14950 0.17780 2.90380 9.38080 2.60750 9.73870 0.10000 208.97560
3055.01040 9.26870 0.04310 74.29120 136.51810 88.31900 0.16260 3.08590 9.56550 2.59980 9.92260 0.10000 209.42840
3055.16280 9.32510 0.04760 74.19270 135.62080 91.80800 0.15870 3.26780 9.59240 2.59940 9.99770 0.10000 209.00350
3055.31520 9.00860 0.05060 73.69780 135.57310 93.51040 0.14320 3.40400 9.25390 2.59700 9.73980 0.10000 208.92430
3055.46760 8.90460 0.04920 72.98480 134.03030 86.33090 0.12770 3.38800 9.28660 2.59010 9.85260 0.10000 209.46460
3055.62000 8.96210 0.04360 72.65980 133.12500 80.19580 0.12430 3.27390 9.92490 2.58120 10.54710 0.10000 209.92030
3055.77240 9.02520 0.03780 73.16380 134.52880 77.35840 0.13280 3.22890 10.65260 2.57760 11.33310 0.10000 209.80240
3055.92480 8.95070 0.03660 74.34500 135.16470 83.41360 0.14160 3.26750 10.34600 2.58090 11.03360 0.10000 209.56860
3056.07720 8.87610 0.03550 75.61180 136.05400 89.46880 0.15040 3.30610 10.03940 2.58430 10.73400 0.10000 209.33480
3056.22960 8.99740 0.04300 76.27900 135.99840 103.34310 0.19580 3.41250 8.46930 2.61250 9.10100 0.10000 209.52440
3056.38200 9.01360 0.04750 76.05550 134.91290 104.49050 0.19340 3.33460 8.33300 2.62100 8.94610 0.10000 209.93480
3056.53440 8.89710 0.04920 75.25770 135.37050 96.59230 0.17960 3.28090 8.45940 2.62330 9.06400 0.10000 209.89850
3056.68680 8.90070 0.04770 74.50760 134.96640 83.25720 0.16590 3.34620 9.23630 2.62060 9.87990 0.10000 209.61810
3056.83920 9.06630 0.04420 73.98530 134.35420 82.50300 0.15630 3.50500 9.82730 2.61580 10.55280 0.10000 209.38940
3056.99160 9.00210 0.04100 73.32560 132.81510 89.22740 0.15260 3.62940 9.55340 2.61310 10.31970 0.10000 209.25330
3057.14400 8.98780 0.04000 72.25470 132.35850 90.37340 0.15240 3.63020 9.39890 2.61360 10.16980 0.10000 209.19150
3057.29640 8.97340 0.03900 70.97110 130.32330 91.51940 0.15220 3.63110 9.24440 2.61410 10.01980 0.10000 209.12970
3057.44880 8.77430 0.03640 70.27070 130.81180 87.24510 0.15480 3.47560 10.59930 2.61590 11.45640 0.10000 208.28030
3057.60120 8.70050 0.03620 70.86920 131.89800 96.65590 0.16320 3.45310 11.35780 2.61300 12.24070 0.10000 207.73040
3057.75360 8.98130 0.03730 72.53350 130.75770 100.03920 0.17640 3.46140 11.04880 2.60880 11.91450 0.10000 207.35930
3057.90600 8.95330 0.03960 74.37290 132.08080 98.92360 0.18600 3.44520 10.28460 2.60560 11.10840 0.10000 207.26860
3058.05840 9.05330 0.04260 75.54230 132.71290 93.84840 0.18640 3.39390 9.87450 2.60570 10.67000 0.10000 207.46870
3058.21080 8.96230 0.04580 75.74060 133.83970 87.52850 0.18600 3.37060 9.63490 2.61020 10.40640 0.10000 207.58760
3058.36320 8.99240 0.04700 75.53990 132.91260 89.20260 0.18760 3.39530 9.41110 2.61380 10.17290 0.10000 207.60080
3058.51560 9.02250 0.04830 75.79180 132.45910 90.87670 0.18920 3.42000 9.18730 2.61730 9.93940 0.10000 207.61400
3058.66800 8.94330 0.04610 76.63580 132.51370 93.41780 0.18580 3.53050 8.62860 2.62530 9.42040 0.10000 208.14220
3058.82040 8.89130 0.04270 77.46880 132.92390 99.33020 0.18200 3.50860 8.87570 2.62400 9.74230 0.10000 207.86650
3058.97280 8.89550 0.04110 77.50730 133.82860 103.28050 0.18430 3.45760 9.26800 2.62320 10.19270 0.10000 207.51060
3059.12520 8.99930 0.04230 76.47490 135.41150 93.26730 0.19550 3.39600 9.38370 2.62600 10.30170 0.10000 207.53090
3059.27760 8.80330 0.04500 75.11780 136.15130 90.57040 0.20910 3.36440 9.30920 2.63120 10.16080 0.10000 207.77370
3059.43000 8.75280 0.04590 74.48130 136.68270 100.94880 0.21590 3.41580 9.07800 2.63310 9.82670 0.10000 207.71880
3059.58240 8.74560 0.04480 74.73130 137.70240 105.80070 0.21620 3.47530 9.05460 2.62980 9.77870 0.10000 207.60150
3059.73480 8.73840 0.04380 75.17830 136.03850 110.65250 0.21640 3.53480 9.03130 2.62650 9.73070 0.10000 207.48410
3059.88720 8.64940 0.03920 74.95690 135.55420 108.34900 0.21970 3.54220 9.36270 2.59190 9.93680 0.10000 208.77170
3060.03960 8.75760 0.04050 73.78470 133.75180 97.44500 0.19630 3.32080 10.24660 2.57720 10.71870 0.10000 209.50130
3060.19200 8.93570 0.04380 72.31270 131.84690 79.39730 0.15560 3.05130 10.85240 2.57230 11.28080 0.10000 209.31610
3060.34440 9.02080 0.04750 71.41900 131.50050 69.04060 0.12980 2.84840 11.56190 2.57690 12.01670 0.10000 208.58270
3060.49680 9.24160 0.04960 71.50500 129.59110 65.70830 0.12640 2.76520 13.18090 2.58800 13.67480 0.10000 207.98170
3060.64920 9.24010 0.04980 72.61200 129.45000 62.14320 0.13310 2.78550 14.73130 2.60360 15.21040 0.10000 208.04760
3060.80160 9.11680 0.04930 74.55340 129.82750 67.03810 0.13860 2.83500 15.23270 2.61290 15.70180 0.10000 208.30170
3060.95400 8.99360 0.04880 76.97140 132.57840 71.93300 0.14420 2.88460 15.73410 2.62230 16.19310 0.10000 208.55570
3061.10640 8.87600 0.04280 79.60710 136.24690 96.60490 0.21830 3.38140 13.73620 2.64580 14.30620 0.10000 208.43310
3061.25880 9.04730 0.03730 82.34640 140.40630 118.74280 0.26660 3.66070 9.11350 2.64350 9.83310 0.10000 207.55930
3061.41120 8.86490 0.03150 85.23150 146.80390 126.63840 0.28310 3.81010 7.12940 2.63710 7.94310 0.10000 207.08380
3061.56360 8.70870 0.02670 87.94950 151.13520 129.13440 0.27370 3.87740 6.90310 2.63040 7.78150 0.10000 207.42110
3061.71600 8.53200 0.02420 89.47790 153.56140 133.76510 0.26030 3.96910 6.95600 2.62520 7.86890 0.10000 207.71650
3061.86840 8.53050 0.02510 88.81070 155.29120 133.77690 0.25340 4.10820 7.01290 2.62340 7.93960 0.10000 207.53840
3062.02080 8.53880 0.02710 85.89480 154.92610 132.43680 0.25040 4.18640 7.04390 2.62470 7.97290 0.10000 207.53150
3062.17320 8.54720 0.02900 81.99730 152.01070 131.09670 0.24750 4.26450 7.07490 2.62610 8.00620 0.10000 207.52470
3062.32560 8.72100 0.03780 78.70930 147.24600 132.45030 0.23650 4.44080 10.82040 2.63440 11.75790 0.10000 207.95050
3062.47800 8.81350 0.04000 76.65850 142.40300 107.24520 0.22320 4.28970 14.51580 2.63460 15.34560 0.10000 208.11510
3062.63040 8.72310 0.04110 75.24140 137.19200 82.18110 0.19530 3.97570 16.10920 2.63310 16.83420 0.10000 208.74610
3062.78280 8.82060 0.04120 73.66740 132.30030 81.57110 0.17470 3.65340 16.07580 2.63230 16.71840 0.10000 209.58170
3062.93520 8.78620 0.03970 71.94430 128.59500 88.20130 0.16930 3.45110 13.97440 2.63290 14.52990 0.10000 210.04600
3063.08760 8.76020 0.03640 70.61050 124.53380 91.54210 0.16530 3.39630 10.83300 2.63300 11.29740 0.10000 210.08870
3063.24000 8.67410 0.03440 70.06770 122.09370 91.41010 0.15670 3.41900 10.09460 2.63110 10.53110 0.10000 210.08010
3063.39240 8.58810 0.03230 70.03860 121.12890 91.27820 0.14800 3.44180 9.35620 2.62910 9.76480 0.10000 210.07140
3063.54480 8.52880 0.02940 69.93440 119.12490 71.35150 0.10850 3.45530 13.06350 2.60520 13.44890 0.10000 210.48830
3063.69720 8.68880 0.03360 69.51110 118.72110 66.89560 0.09570 3.30970 13.86380 2.59480 14.19000 0.10000 211.16760
3063.84960 8.85830 0.04020 68.99500 118.34590 68.65800 0.09150 3.11580 12.54600 2.59260 12.89410 0.10000 211.62020
3064.00200 8.88960 0.04600 68.85480 118.28690 69.85890 0.09800 2.96160 11.76800 2.59670 12.19200 0.10000 211.61630
3064.15440 8.93170 0.04780 69.33750 118.93600 75.65090 0.11050 2.90120 11.61660 2.60050 12.09890 0.10000 211.36940
3064.30680 9.08880 0.04560 70.35270 121.71590 81.33780 0.12270 2.92370 10.86720 2.59970 11.36910 0.10000 211.29220
3064.45920 9.02250 0.04360 71.63680 124.48680 79.77800 0.12930 2.95190 10.36490 2.59830 10.86790 0.10000 211.41950
3064.61160 8.95620 0.04170 73.03260 127.92050 78.21830 0.13590 2.98000 9.86260 2.59700 10.36660 0.10000 211.54690
3064.76400 8.76800 0.03830 74.64340 131.52320 87.22910 0.17530 3.13380 9.17240 2.60390 9.71200 0.10000 211.59080
3064.91640 8.78080 0.03800 76.49370 134.11390 98.78700 0.19930 3.28700 8.86840 2.61100 9.42460 0.10000 211.09570
3065.06880 8.78460 0.03720 78.26020 137.37120 101.90720 0.21600 3.47280 8.56820 2.61460 9.11880 0.10000 210.68820
3065.22120 8.79440 0.03700 79.48480 138.00070 106.74570 0.22330 3.59460 8.62840 2.61630 9.20330 0.10000 210.43630
3065.37360 8.81990 0.03880 79.94980 139.60910 99.18260 0.21950 3.60230 8.96940 2.62080 9.56910 0.10000 210.36040
3065.52600 8.83690 0.04180 79.87960 140.79710 88.62410 0.21930 3.56540 9.42410 2.62870 10.02950 0.10000 210.62120
3065.67840 8.85530 0.04280 79.71110 141.58980 91.51130 0.22580 3.57720 9.22050 2.63210 9.80430 0.10000 210.82350
3065.83080 8.87360 0.04370 79.55090 139.73140 94.39860 0.23230 3.58900 9.01680 2.63560 9.57900 0.10000 211.02570
3065.98320 8.91970 0.04110 78.95790 137.30450 116.70770 0.25270 3.79660 8.15080 2.63610 8.60060 0.10000 211.09350
3066.13560 8.88460 0.03820 77.50650 137.02150 118.50940 0.24140 3.76500 8.52690 2.62910 8.90710 0.10000 210.97750
3066.28800 8.99650 0.03460 75.33580 136.42290 108.97370 0.20500 3.55700 9.10880 2.61500 9.43290 0.10000 211.24550
3066.44040 8.92900 0.03120 73.12960 135.14780 80.58310 0.15770 3.28010 9.21030 2.59430 9.52120 0.10000 211.78340
3066.59280 8.93740 0.03020 71.74910 131.99290 61.19240 0.12800 3.07890 9.43220 2.57440 9.76260 0.10000 212.00050
3066.74520 8.88890 0.03260 71.46470 128.68450 59.06690 0.12320 3.00120 10.12270 2.56460 10.47820 0.10000 211.83320
3066.89760 8.93880 0.03490 71.73150 126.39160 59.38020 0.12580 3.00920 10.33810 2.56580 10.69030 0.10000 211.77010
3067.05000 8.98860 0.03710 71.87530 125.82600 59.69340 0.12840 3.01720 10.55350 2.56700 10.90250 0.10000 211.70700
3067.20240 8.97510 0.04380 71.66930 126.15510 83.99400 0.14030 3.21070 9.45810 2.59190 9.62190 0.10000 211.28830
3067.35480 8.77620 0.04380 71.41260 125.90540 91.77490 0.15860 3.33170 8.93320 2.60500 9.02360 0.10000 210.76020
3067.50720 8.63580 0.04170 71.63910 126.32410 93.78090 0.17560 3.38640 8.88700 2.61360 8.93210 0.10000 210.62490
3067.65960 8.74250 0.03880 72.53780 126.08210 91.65660 0.16980 3.32330 9.11390 2.61540 9.12580 0.10000 210.71780
3067.81200 8.66990 0.03640 73.66690 126.58000 92.66440 0.14280 3.17970 9.71950 2.61010 9.71000 0.10000 210.61140
3067.96440 8.76540 0.03570 74.47540 127.10360 88.25270 0.12080 3.04960 9.95800 2.59930 9.98540 0.10000 210.58940
3068.11680 8.77970 0.03620 74.80100 126.58270 81.26300 0.11770 3.01560 9.63930 2.59290 9.69190 0.10000 210.80660
3068.26920 8.79400 0.03660 74.85070 126.38490 74.27330 0.11460 2.98150 9.32050 2.58650 9.39850 0.10000 211.02380
3068.42160 8.76020 0.04050 74.94700 125.49070 64.64550 0.12130 2.92020 8.22690 2.57210 8.38050 0.10000 212.00460
3068.57400 8.78270 0.04270 75.09090 125.70360 65.33230 0.12570 2.87620 8.16460 2.57370 8.34680 0.10000 211.93520
3068.72640 8.77450 0.04580 75.01270 126.88470 71.19420 0.12930 2.83190 8.29090 2.58110 8.50340 0.10000 211.74850
3068.87880 8.75490 0.05020 74.80400 128.97300 71.75890 0.13310 2.78220 8.95980 2.59400 9.15100 0.10000 211.64150
3069.03120 8.79550 0.05410 74.94430 130.89720 73.96900 0.13980 2.72940 9.84350 2.60990 9.98620 0.10000 211.47180
3069.18360 8.96040 0.05430 75.69680 132.33750 90.02700 0.14950 2.74680 9.68680 2.62260 9.81880 0.10000 211.13280
3069.33600 8.95910 0.05190 76.54670 131.42650 99.54240 0.15310 2.83490 8.92010 2.62500 9.06680 0.10000 210.90140
3069.48840 8.95780 0.04950 76.49850 132.54440 109.05780 0.15660 2.92300 8.15340 2.62740 8.31480 0.10000 210.66990
3069.64080 8.73350 0.03770 75.15450 133.67140 116.34420 0.14510 3.36450 7.26550 2.62030 7.44360 0.10000 210.41520
3069.79320 8.83550 0.03530 73.08110 133.44670 102.36210 0.13750 3.31580 8.41520 2.61640 8.61550 0.10000 210.54150
3069.94560 8.78240 0.03390 71.25940 132.74070 90.89440 0.14010 3.21310 9.39100 2.61280 9.67190 0.10000 210.51450
3070.09800 8.70590 0.03180 70.28800 131.84420 87.25830 0.15240 3.22960 8.66930 2.60770 9.04480 0.10000 210.47050
3070.25040 8.89240 0.03000 70.29020 131.57950 84.61460 0.16810 3.37110 8.41750 2.60260 8.83920 0.10000 210.54460
3070.40280 8.68760 0.03050 71.22840 131.38030 85.27550 0.18020 3.56550 8.90060 2.60110 9.34880 0.10000 210.41050
3070.55520 8.83950 0.03190 72.88240 131.42060 85.65930 0.18180 3.67510 9.01580 2.60240 9.46910 0.10000 210.14290
3070.70760 8.99150 0.03330 74.60360 132.56140 86.04320 0.18340 3.78470 9.13100 2.60370 9.58930 0.10000 209.87520
3070.86000 8.89490 0.03630 75.44470 133.39990 93.40730 0.16620 4.07060 8.73230 2.60770 9.26320 0.10000 209.36560
3071.01240 8.80160 0.03460 75.32890 134.84390 96.08830 0.16820 4.00640 9.37170 2.60640 10.00880 0.10000 209.30960
3071.16480 8.85120 0.03290 75.33760 136.83840 99.82290 0.18860 3.87760 9.13820 2.60590 9.81390 0.10000 209.00390
3071.31720 9.01330 0.03250 76.51710 138.21090 110.87550 0.21440 3.73980 8.88460 2.60790 9.54150 0.10000 208.98760
3071.46960 8.97560 0.03370 78.74810 139.22860 119.14220 0.22530 3.58310 8.32210 2.61250 8.95430 0.10000 209.33530
3071.62200 8.96130 0.03620 80.50450 139.61680 121.73970 0.21950 3.42210 7.71700 2.61800 8.33380 0.10000 209.54740
3071.77440 8.99390 0.03790 80.23770 139.70870 122.08700 0.21870 3.36610 7.74450 2.61980 8.35650 0.10000 209.45150
3071.92680 9.02660 0.03950 77.94220 138.07910 122.43420 0.21790 3.31020 7.77200 2.62150 8.37910 0.10000 209.35560
3072.07920 8.65070 0.04270 74.87350 137.06930 98.71210 0.24530 3.27380 11.51640 2.61930 12.37860 0.10000 208.91540
3072.23160 8.79610 0.04060 72.34330 135.41740 84.52720 0.26800 3.26320 14.45290 2.61740 15.44340 0.10000 209.22880
3072.38400 8.79840 0.03760 71.22640 133.00720 91.42400 0.27390 3.22630 14.68530 2.61420 15.60170 0.10000 209.40310
3072.53640 8.80850 0.03590 71.79310 132.27690 98.36940 0.23990 3.21310 11.38970 2.60340 12.13060 0.10000 209.15260
3072.68880 8.93910 0.03720 73.59020 130.82510 100.61360 0.19560 3.28520 9.09680 2.58270 9.71770 0.10000 209.05770
3072.84120 9.18010 0.04130 75.72870 130.38900 92.76870 0.16420 3.45050 8.84940 2.56110 9.44210 0.10000 209.41860
3072.99360 9.10230 0.04320 76.98370 131.21690 89.61410 0.15270 3.55020 8.78320 2.55550 9.35400 0.10000 209.60920
3073.14600 9.02450 0.04520 76.39160 131.17590 86.45960 0.14120 3.64980 8.71710 2.54990 9.26590 0.10000 209.79980
3073.29840 9.07600 0.04370 74.37280 131.20400 72.82240 0.13090 3.78610 11.67050 2.56500 12.18450 0.10000 209.51140
3073.45080 9.08710 0.04350 72.36220 132.44000 71.28510 0.14230 3.75290 13.53500 2.58140 14.04370 0.10000 208.99940
3073.60320 9.06660 0.04630 71.57300 130.67690 84.66350 0.15910 3.77000 13.42010 2.59520 13.84030 0.10000 208.53770
3073.75560 9.07420 0.04880 72.34440 130.53460 92.84080 0.17120 3.78270 11.55110 2.60120 11.88100 0.10000 208.47280
3073.90800 8.91870 0.04690 73.95340 129.44120 94.65630 0.16290 3.69430 10.86500 2.59870 11.06920 0.10000 208.72100
3074.06040 8.77130 0.04180 75.18980 128.42480 86.65110 0.13960 3.53020 11.49690 2.59370 11.56590 0.10000 208.81190
3074.21280 8.78130 0.03980 75.30250 127.44870 80.09620 0.13110 3.46620 11.76140 2.59320 11.83300 0.10000 208.74420
3074.36520 8.79120 0.03770 74.13740 127.35410 73.54120 0.12270 3.40220 12.02590 2.59280 12.10010 0.10000 208.67660
3074.51760 8.72050 0.03720 71.87580 126.66550 73.62490 0.12900 3.44330 9.06210 2.60510 9.39830 0.10000 209.38560
3074.67000 8.76150 0.03720 69.18260 125.48440 79.07640 0.14420 3.54490 8.52740 2.61240 8.94090 0.10000 209.89570
3074.82240 8.80770 0.03610 67.09000 124.79110 88.52010 0.15480 3.62770 8.54970 2.61690 9.01120 0.10000 210.14740
3074.97480 8.73450 0.03480 66.56590 125.36560 92.48630 0.16260 3.62080 8.59830 2.61770 9.05680 0.10000 210.56410
3075.12720 8.71860 0.03450 68.04850 127.17170 92.85860 0.17120 3.51460 8.55440 2.61600 8.98240 0.10000 211.38210
3075.27960 8.90460 0.03530 71.10590 128.28380 93.17970 0.17520 3.40100 8.45190 2.61370 8.83320 0.10000 212.13790
3075.43200 8.88950 0.03570 74.66400 128.98710 93.91440 0.17420 3.37880 8.32120 2.61220 8.66030 0.10000 212.29370
3075.58440 8.87450 0.03610 77.49580 129.47910 94.64910 0.17310 3.35670 8.19050 2.61080 8.48740 0.10000 212.44940
3075.73680 8.96730 0.03400 78.78530 129.54580 90.94970 0.17150 3.32240 8.28430 2.59420 8.49770 0.10000 212.86880
3075.88920 9.05910 0.03320 78.41850 128.81940 75.32500 0.16890 3.25200 8.78610 2.58320 8.97760 0.10000 212.82710
3076.04160 9.21590 0.03420 76.94550 127.85380 69.23240 0.16540 3.19290 8.82610 2.57750 8.99110 0.10000 212.65770
3076.19400 8.83300 0.03560 75.29410 127.08860 68.56800 0.16310 3.17260 8.57930 2.57750 8.75140 0.10000 212.91700
3076.34640 8.81200 0.03560 74.22790 127.94270 68.64050 0.16330 3.17120 8.39580 2.57930 8.59690 0.10000 213.33940
3076.49880 8.83390 0.03450 73.99740 126.55940 69.70260 0.16830 3.17260 8.31690 2.58090 8.52900 0.10000 213.35340
3076.65120 8.92720 0.03400 74.18970 128.46660 73.67090 0.17010 3.18290 8.36700 2.58140 8.57550 0.10000 213.19850
3076.80360 9.02040 0.03350 74.20320 128.89140 77.63920 0.17190 3.19310 8.41700 2.58190 8.62190 0.10000 213.04370
3076.95600 9.06790 0.03430 73.89690 128.63510 82.54420 0.15570 3.27920 8.73380 2.58170 8.93310 0.10000 211.96680
3077.10840 9.09900 0.03630 73.45930 128.87720 78.19570 0.14860 3.29800 8.60010 2.58290 8.81950 0.10000 211.68420
3077.26080 9.00500 0.03830 73.15440 131.22240 72.94900 0.14650 3.31650 8.83400 2.58740 9.06280 0.10000 211.71000
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3077.56560 9.01800 0.03750 73.29330 131.53690 82.02540 0.16080 3.42260 9.34610 2.60320 9.60700 0.10000 210.84190
3077.71800 9.06070 0.03630 73.79950 132.52910 83.65520 0.18110 3.51990 9.40570 2.61560 9.68570 0.10000 209.95620
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3078.17520 8.82700 0.03900 80.65650 141.39070 127.44550 0.28420 4.14800 7.74770 2.65830 8.16640 0.10000 208.48200
3078.32760 8.82790 0.03550 83.78060 140.42830 126.15880 0.29030 4.33720 7.36790 2.65570 7.83930 0.10000 208.37770
3078.48000 8.72690 0.03140 85.92180 145.31490 125.64670 0.27680 4.44250 7.44680 2.64910 8.04690 0.10000 208.37720
3078.63240 8.56440 0.02930 86.59070 149.37840 129.20560 0.26560 4.48000 7.69980 2.64630 8.40260 0.10000 208.82240
3078.78480 8.55440 0.02980 86.11190 153.58400 128.45700 0.26250 4.43010 7.75840 2.64970 8.49170 0.10000 209.59220
3078.93720 8.55340 0.03170 85.03960 155.00300 128.71870 0.26400 4.22950 7.73770 2.65670 8.50890 0.10000 210.10680
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3079.24200 8.55550 0.03370 82.63450 155.03140 129.52560 0.26590 3.92380 7.75500 2.66280 8.58070 0.10000 210.07070
3079.39440 8.70220 0.03340 81.70000 154.73010 127.23620 0.27030 3.73750 7.79950 2.66180 8.65140 0.10000 209.94300
3079.54680 8.70310 0.03210 81.16570 155.17530 127.34010 0.27030 3.93080 7.78820 2.65820 8.63660 0.10000 210.55930
3079.69920 8.69710 0.03160 81.28910 155.46370 125.40690 0.26790 4.12720 7.68510 2.65700 8.52850 0.10000 211.39250
3079.85160 8.81390 0.03200 82.04420 155.79910 124.06470 0.26680 4.22660 7.57900 2.65780 8.42530 0.10000 212.00050
3080.00400 8.84540 0.03210 83.14380 156.05790 124.80930 0.26820 4.23910 7.52390 2.65860 8.37940 0.10000 212.11450
3080.15640 8.75710 0.03100 84.12840 156.29280 124.48500 0.26930 4.22070 7.48490 2.65730 8.34530 0.10000 211.92360
3080.30880 8.73520 0.03000 84.51160 156.29730 125.16220 0.26900 4.21040 7.49010 2.65560 8.35340 0.10000 211.79190
3080.46120 8.71320 0.02890 84.23510 156.19940 125.83940 0.26870 4.20020 7.49540 2.65390 8.36150 0.10000 211.66030
3080.61360 8.75940 0.02620 83.68360 156.17300 132.47220 0.26810 4.12550 7.58780 2.65030 8.46340 0.10000 210.92960
3080.76600 8.76660 0.02590 83.24980 155.99780 133.52560 0.27230 4.11850 7.61540 2.65130 8.51970 0.10000 210.80780
3080.91840 8.77790 0.02510 83.01270 156.19450 131.26720 0.27520 4.16310 7.64620 2.65130 8.55820 0.10000 210.80260
3081.07080 8.77040 0.02340 82.77480 156.15500 129.01360 0.27810 4.21910 7.63280 2.64900 8.51620 0.10000 210.65450
3081.22320 8.79740 0.02120 82.36040 155.98090 127.06180 0.28230 4.23550 7.65660 2.64480 8.52660 0.10000 210.56970
3081.37560 8.81860 0.01940 81.94980 156.09490 127.11420 0.28610 4.20080 7.67240 2.64050 8.53200 0.10000 210.91070
3081.52800 8.88080 0.01930 81.99670 155.73540 126.50780 0.28580 4.17210 7.65700 2.63960 8.51120 0.10000 211.23600
3081.68040 8.94290 0.01920 82.64990 155.37900 125.90140 0.28550 4.14350 7.64160 2.63880 8.49050 0.10000 211.56130
3081.83280 8.83960 0.02500 83.55660 154.84250 125.64680 0.27800 4.10440 7.46770 2.65010 8.29200 0.10000 212.25680
3081.98520 8.86140 0.02800 84.20220 154.29650 122.87740 0.28190 4.12950 7.45100 2.65700 8.27200 0.10000 212.33380
3082.13760 8.98080 0.02870 84.27340 153.52230 121.22970 0.28740 4.14400 7.53980 2.65980 8.35800 0.10000 212.11940
3082.29000 8.96450 0.02850 83.82210 153.33730 124.40700 0.28810 4.12640 7.72200 2.66120 8.54410 0.10000 211.52770
3082.44240 9.01150 0.03010 83.01290 152.61160 124.50730 0.28170 4.09430 7.69840 2.66630 8.51560 0.10000 211.04870
3082.59480 9.26740 0.03400 81.91130 152.47210 120.93520 0.27530 4.08470 7.58700 2.67480 8.39950 0.10000 210.90410
3082.74720 9.20270 0.03570 80.66410 151.57080 121.98880 0.27340 4.10530 7.56500 2.67740 8.37330 0.10000 210.86310
3082.89960 9.13810 0.03740 79.63980 151.44550 123.04250 0.27140 4.12590 7.54290 2.68000 8.34710 0.10000 210.82210
3083.05200 9.12030 0.03300 79.31550 151.77950 118.91640 0.28130 4.33030 7.47880 2.66380 8.22280 0.10000 210.92350
3083.20440 9.32060 0.02900 79.95580 152.09110 116.31320 0.30060 4.37550 7.49020 2.65350 8.26470 0.10000 211.03080
3083.35680 9.43150 0.02700 81.29710 152.68680 115.06980 0.31670 4.31350 7.29310 2.64930 8.10010 0.10000 210.78300
3083.50920 9.56130 0.02630 82.65820 153.90420 114.55090 0.31680 4.19330 7.15620 2.64860 7.95760 0.10000 210.45360
3083.66160 9.59650 0.02590 83.49020 154.72830 117.02220 0.30510 4.10020 7.13900 2.64800 7.93840 0.10000 210.44140
3083.81400 9.57780 0.02640 83.73830 155.72280 118.66540 0.28830 4.04600 7.20060 2.64790 8.00320 0.10000 210.29890
3083.96640 9.27280 0.02850 83.69770 155.97000 117.96890 0.27100 3.98210 7.29930 2.65000 8.09780 0.10000 209.54810
3084.11880 9.17000 0.02990 83.64100 155.43350 124.76440 0.26450 3.98070 7.29310 2.65020 8.04760 0.10000 208.90710
3084.27120 9.06720 0.03120 83.50520 153.75260 131.55990 0.25810 3.97940 7.28680 2.65030 7.99730 0.10000 208.26610
3084.42360 8.99330 0.02930 82.94990 151.54100 131.74960 0.25980 4.15300 7.45670 2.64380 8.14130 0.10000 208.49660
3084.57600 8.96740 0.02690 81.66470 148.43890 129.19270 0.25890 4.33100 7.70020 2.63890 8.33370 0.10000 208.98020
3084.72840 9.04310 0.02550 79.57960 144.74650 123.33510 0.24550 4.42080 8.00940 2.63890 8.58920 0.10000 209.51900
3084.88080 9.11190 0.02430 77.02680 140.92850 117.76940 0.21970 4.44560 8.51490 2.63920 9.04310 0.10000 209.80370
3085.03320 9.27580 0.02290 74.60600 137.75930 112.38380 0.19610 4.42100 9.38320 2.63500 9.85620 0.10000 209.63350
3085.18560 9.38060 0.02260 72.83670 135.16790 107.07240 0.18660 4.36030 9.81570 2.63130 10.33380 0.10000 209.47010
3085.33800 9.48530 0.02230 71.94440 133.08290 101.76100 0.17720 4.29960 10.24810 2.62770 10.81140 0.10000 209.30670
3085.49040 9.32640 0.02830 71.80550 131.25160 87.66560 0.15710 3.83800 10.69990 2.62000 11.08740 0.10000 208.42490
3085.64280 9.15630 0.03400 72.12070 129.33960 92.55040 0.15730 3.64330 10.14540 2.62310 10.41510 0.10000 208.39870
3085.79520 9.18550 0.03870 72.63240 128.42160 95.74460 0.16010 3.52680 9.33670 2.62750 9.70510 0.10000 209.20560
3085.94760 9.20700 0.03980 73.17310 126.33730 98.30800 0.17000 3.49260 8.75260 2.62760 9.24040 0.10000 209.97900
3086.10000 9.09360 0.03790 73.68200 124.71020 97.69890 0.17790 3.52360 8.70680 2.62160 9.11550 0.10000 210.18990
3086.25240 9.29490 0.03610 74.22320 122.48830 91.71780 0.17160 3.59310 9.05320 2.61360 9.20930 0.10000 210.31790
3086.40480 9.32980 0.03670 74.66820 121.35980 86.94790 0.15330 3.66260 9.21190 2.60830 9.27670 0.10000 210.62940
3086.55720 9.28320 0.03900 74.50400 119.29760 78.95100 0.14440 3.62180 9.25900 2.60720 9.40250 0.10000 210.58240
3086.70960 9.23660 0.04130 73.25660 118.43880 70.95420 0.13540 3.58110 9.30620 2.60610 9.52820 0.10000 210.53530
3086.86200 9.27270 0.04230 71.06110 118.28140 72.28320 0.13660 3.46220 9.35930 2.60480 9.68820 0.10000 210.78470
3087.01440 9.30940 0.04140 68.87170 119.11820 74.04030 0.13770 3.42010 9.42190 2.59740 9.75950 0.10000 211.17360
3087.16680 9.36550 0.03920 67.87480 120.69900 67.48440 0.13530 3.47550 9.46460 2.58180 9.78490 0.10000 210.97780
3087.31920 9.82360 0.03760 68.43870 122.16680 61.89110 0.12700 3.53910 9.51820 2.56410 9.74230 0.10000 210.66170
3087.47160 9.81700 0.03790 69.77200 122.07740 60.98670 0.12470 3.51240 9.45960 2.55240 9.49800 0.10000 210.92790
3087.62400 9.78020 0.03890 70.81840 123.89220 61.58670 0.12680 3.44530 9.53680 2.55090 9.52540 0.10000 211.13240
3087.77640 9.74330 0.03990 71.22390 125.32780 62.18660 0.12890 3.37820 9.61400 2.54950 9.55280 0.10000 211.33700
3087.92880 9.50240 0.04530 71.31930 128.08420 63.37960 0.13040 3.03950 10.27500 2.56000 10.15920 0.10000 211.00570
3088.08120 9.69520 0.04670 71.52960 130.81500 65.84380 0.12420 2.96950 10.47520 2.56470 10.31180 0.10000 210.67610
3088.23360 9.78460 0.04720 71.81410 132.46020 65.14990 0.12030 2.98840 10.79150 2.56550 10.43580 0.10000 210.14190
3088.38600 9.74380 0.04810 71.81890 131.86870 65.71430 0.12190 3.04570 10.67260 2.56460 10.14230 0.10000 209.44370
3088.53840 9.55720 0.05010 71.42320 131.93890 67.71030 0.12380 3.08180 10.37730 2.56500 9.83020 0.10000 208.94020
3088.69080 9.62050 0.05230 70.76900 132.17560 72.19510 0.12230 3.07680 10.14960 2.56670 9.64750 0.10000 208.89550
3088.84320 9.62900 0.05320 70.00580 128.61860 73.86930 0.11930 3.05650 9.51760 2.56740 9.19530 0.10000 209.02100
3088.99560 9.67600 0.05120 69.15960 126.89500 72.56430 0.11970 3.09920 9.04290 2.56360 8.83980 0.10000 208.98800
3089.14800 9.72300 0.04930 68.29720 125.16620 71.25930 0.12000 3.14180 8.56820 2.55990 8.48440 0.10000 208.95490
3089.30040 9.64940 0.04590 67.68540 124.03190 73.70710 0.12250 3.28410 8.26770 2.55290 8.24730 0.10000 209.14380
3089.45280 9.60310 0.04300 67.71040 127.26390 72.76660 0.12480 3.44440 8.22690 2.54580 8.22460 0.10000 209.47690
3089.60520 9.59480 0.04150 68.60190 128.64000 71.18730 0.12700 3.51850 8.32160 2.54180 8.27380 0.10000 209.65900
3089.75760 9.44340 0.04230 70.16200 127.28270 72.56470 0.13010 3.42690 8.29880 2.54360 8.22450 0.10000 209.52900
3089.91000 9.16780 0.04430 71.89270 129.81120 76.27470 0.13380 3.21740 8.11360 2.55100 8.06760 0.10000 209.02710
3090.06240 9.17430 0.04480 73.40250 129.99920 79.43730 0.13800 3.13280 8.27440 2.55600 8.14930 0.10000 208.72360
3090.21480 9.18080 0.04540 74.73710 129.25560 82.59990 0.14220 3.04820 8.43520 2.56110 8.23090 0.10000 208.42020
3090.36720 9.16960 0.04240 76.08400 129.96050 96.04990 0.16640 3.22920 7.50400 2.58450 7.39020 0.10000 208.28830
3090.51960 9.05020 0.04190 77.18720 129.19420 96.84780 0.17550 3.47610 7.31080 2.59800 7.24030 0.10000 208.38100
3090.67200 9.01060 0.04290 77.36760 130.28990 99.10810 0.17970 3.70120 7.42060 2.60810 7.36230 0.10000 208.52760
3090.82440 8.95380 0.04460 76.04890 131.49500 97.18430 0.17790 3.88100 7.50310 2.61170 7.45150 0.10000 208.58580
3090.97680 8.98830 0.04760 73.46210 130.46030 93.16630 0.16980 3.97270 7.48010 2.61120 7.43540 0.10000 208.36360
3091.12920 9.32690 0.05190 70.78580 129.57780 76.69330 0.15720 3.89590 7.55470 2.60970 7.51220 0.10000 208.21190
3091.28160 9.50190 0.05500 69.17340 130.15310 64.90940 0.14360 3.65300 8.16780 2.60620 8.11370 0.10000 208.35210
3091.43400 9.34290 0.05300 68.89450 127.35720 64.67880 0.13450 3.40950 9.27340 2.59860 9.17360 0.10000 208.91470
3091.58640 9.18400 0.05100 69.44120 128.73420 64.44820 0.12530 3.16590 10.37900 2.59100 10.23360 0.10000 209.47730
3091.73880 9.37430 0.04590 70.10790 129.09580 67.65060 0.12220 3.07130 10.67000 2.58470 10.51610 0.10000 210.04640
3091.89120 9.38530 0.04170 70.56760 127.37030 69.37200 0.12170 3.05850 10.69540 2.58300 10.55590 0.10000 209.66130
3092.04360 9.25700 0.03900 70.91440 129.29970 76.10260 0.12540 3.12010 10.39490 2.58590 10.36680 0.10000 208.68760
3092.19600 8.87610 0.03730 71.23490 129.06510 81.17620 0.13820 3.25640 9.79210 2.59220 10.00310 0.10000 207.94610
3092.34840 8.96160 0.03670 71.40660 130.07680 88.53870 0.15840 3.42520 10.18290 2.60130 10.35650 0.10000 207.77050
3092.50080 8.94700 0.03720 71.30180 132.41880 93.58170 0.16610 3.49250 10.52000 2.60680 10.63850 0.10000 207.92540
3092.65320 8.93240 0.03760 71.04560 131.54230 98.62470 0.17390 3.55990 10.85720 2.61220 10.92050 0.10000 208.08030
3092.80560 8.95380 0.04260 71.05630 128.59090 90.09150 0.17270 3.70390 10.49750 2.62590 10.70070 0.10000 208.68780
3092.95800 9.24710 0.04480 71.71990 128.80750 80.14090 0.16380 3.74770 9.75690 2.62180 10.02660 0.10000 208.54980
3093.11040 9.45800 0.04760 72.95370 128.63570 78.76150 0.15690 3.75750 9.16050 2.61190 9.47110 0.10000 208.41260
3093.26280 9.55230 0.05380 74.13110 128.63530 80.10100 0.14960 3.78720 9.04700 2.60160 9.37100 0.10000 208.56270
3093.41520 9.27030 0.06490 74.50120 127.43410 90.26850 0.14850 3.92540 8.71890 2.59720 9.02340 0.10000 208.78410
3093.56760 9.38160 0.07720 73.88710 126.18900 101.54320 0.15320 4.15110 8.20700 2.60050 8.45320 0.10000 208.64190
3093.72000 9.45790 0.08190 72.83880 126.96460 96.21790 0.14300 4.32360 8.32610 2.60610 8.54190 0.10000 208.38760
3093.87240 9.27810 0.07240 71.96660 126.58780 88.42490 0.13020 4.29220 8.98960 2.60410 9.21590 0.10000 208.39460
3094.02480 9.09820 0.06300 71.36250 128.04600 80.63190 0.11740 4.26090 9.65310 2.60220 9.88980 0.10000 208.40150
3094.17720 9.33650 0.05490 70.66300 125.62390 83.32450 0.12430 4.12410 9.70040 2.60250 9.92870 0.10000 208.37510
3094.32960 9.12520 0.05260 69.59530 123.57820 81.86000 0.13370 3.92900 9.86200 2.60850 10.09560 0.10000 208.42890
3094.48200 9.17890 0.05280 68.52980 123.58660 74.92760 0.12780 3.68000 11.03740 2.61570 11.31780 0.10000 208.38290
3094.63440 9.14380 0.05220 68.23380 125.42890 72.35280 0.11450 3.43590 11.58580 2.61960 11.91130 0.10000 207.83110
3094.78680 8.94560 0.05050 69.08110 126.80180 75.79680 0.11170 3.26540 10.86310 2.62070 11.32030 0.10000 207.29690
3094.93920 8.87690 0.04970 70.69750 128.48440 76.23050 0.11900 3.23360 10.26040 2.62140 10.69200 0.10000 207.45230
3095.09160 8.80820 0.04880 72.33620 128.70980 76.66420 0.12640 3.20170 9.65780 2.62210 10.06370 0.10000 207.60770
3095.24400 8.86480 0.04810 73.49180 130.20530 81.24890 0.16370 3.32760 9.22740 2.63110 9.41700 0.10000 208.43750
3095.39640 8.90730 0.04780 74.06440 130.29870 76.77700 0.16490 3.38990 9.12130 2.63380 9.27680 0.10000 208.66210
3095.54880 8.86880 0.04800 74.14500 131.45390 74.78840 0.16280 3.36180 9.08520 2.63350 9.25770 0.10000 209.12960
3095.70120 9.02590 0.04920 73.78600 131.02380 75.81210 0.15420 3.28660 9.10510 2.63190 9.36030 0.10000 209.28180
3095.85360 9.24480 0.04960 73.06690 131.18800 76.09740 0.14380 3.24420 9.11000 2.62900 9.47180 0.10000 209.03340
3096.00600 9.22590 0.04790 72.23990 131.01420 75.95590 0.13660 3.25510 8.71680 2.62370 9.21670 0.10000 209.18170
3096.15840 9.18600 0.04550 71.67200 129.94710 76.67260 0.13420 3.30280 8.44660 2.61750 8.96770 0.10000 210.00840
3096.31080 9.19330 0.04530 71.52660 130.11320 76.36620 0.13470 3.37190 8.41880 2.61430 8.88180 0.10000 210.79010
3096.46320 9.20060 0.04520 71.61110 130.93910 76.05980 0.13510 3.44090 8.39110 2.61120 8.79580 0.10000 211.57180
3096.61560 9.20260 0.04450 71.74800 129.84840 81.23070 0.14020 3.50090 7.73220 2.61080 8.23180 0.10000 211.85840
3096.76800 9.22820 0.04150 71.86430 131.16900 86.46660 0.15120 3.57220 7.22980 2.60950 7.80640 0.10000 211.72600
3096.92040 9.33200 0.03790 71.92150 128.11920 85.20690 0.16100 3.65390 7.28380 2.60600 7.85280 0.10000 211.23520
3097.07280 9.19670 0.03580 71.84700 127.94520 84.17060 0.16270 3.71440 7.92350 2.60160 8.37820 0.10000 210.94230
3097.22520 9.29490 0.03600 71.33500 127.37150 84.72960 0.16050 3.75510 8.35080 2.59840 8.69900 0.10000 211.06440
3097.37760 9.29240 0.03720 70.21140 127.08590 85.71850 0.16070 3.77170 8.21960 2.59780 8.56880 0.10000 211.05030
3097.53000 9.28980 0.03830 68.93670 127.25960 86.70740 0.16080 3.78820 8.08840 2.59720 8.43860 0.10000 211.03620
3097.68240 9.30280 0.04780 68.31960 129.95130 76.10410 0.14400 3.61620 9.59990 2.60260 9.97330 0.10000 210.08940
3097.83480 9.31230 0.05360 68.81080 130.49150 73.58630 0.13230 3.48980 11.63320 2.60840 11.99930 0.10000 209.96330
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3098.29200 9.45510 0.05800 73.19950 136.47090 81.51110 0.16050 3.50860 10.74930 2.62310 11.04730 0.10000 208.68460
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3098.59680 9.37820 0.04870 75.40320 141.33330 68.80660 0.18530 3.19280 13.45220 2.63100 13.95780 0.10000 208.22280
3098.74920 9.46720 0.04190 76.56710 143.25720 86.44610 0.20070 3.34190 12.66230 2.62650 13.22380 0.10000 207.76680
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3099.51120 9.16540 0.03330 77.38510 150.64370 115.57460 0.26350 4.18820 6.63350 2.64400 7.45810 0.10000 207.27100
3099.66360 9.28190 0.03320 78.38500 151.12250 114.28340 0.25810 4.23310 7.43600 2.64060 8.38610 0.10000 207.54980
3099.81600 9.29200 0.03260 79.73590 150.68920 113.07370 0.25470 4.21950 8.04810 2.63730 9.10000 0.10000 207.64020
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3101.18760 9.20340 0.02110 74.59350 142.29830 102.59870 0.22340 4.25970 11.52170 2.61420 12.73100 0.10000 208.17860
3101.34000 9.28070 0.02100 76.50690 144.13300 104.81300 0.22840 4.35100 11.61580 2.61230 12.82010 0.10000 207.90530
3101.49240 9.25360 0.02260 78.96600 146.27740 100.26400 0.24350 4.48800 11.24950 2.61780 12.43290 0.10000 207.90510
3101.64480 9.23290 0.02590 80.65140 147.74050 98.59050 0.26020 4.57270 9.48630 2.62760 10.59900 0.10000 208.01310
3101.79720 9.21030 0.02940 80.47440 149.69320 107.14540 0.26350 4.57010 7.49380 2.63650 8.52540 0.10000 208.37580
3101.94960 9.08250 0.03060 78.53470 151.65330 119.81930 0.25230 4.46680 7.18050 2.64030 8.25080 0.10000 208.80310
3102.10200 9.06570 0.02950 76.28290 152.56620 123.54550 0.24170 4.29370 7.36570 2.63990 8.50230 0.10000 209.04760
3102.25440 9.21980 0.02760 75.55620 152.84560 122.62740 0.24450 4.12100 7.65490 2.63940 8.83480 0.10000 208.97890
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3102.71160 9.24210 0.02770 83.01880 153.83350 122.36570 0.27070 4.00950 7.22110 2.63710 8.35390 0.10000 209.57410
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3103.16880 8.81800 0.03120 86.09560 151.01210 116.62710 0.25820 4.12740 8.40010 2.61540 9.47430 0.10000 210.13520
3103.32120 9.11120 0.03320 85.71450 149.12650 110.21280 0.25820 4.05530 9.58800 2.61610 10.74040 0.10000 210.02350
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3103.77840 8.85380 0.04000 80.86470 145.42140 113.15530 0.27860 3.94750 6.92650 2.64420 7.62380 0.10000 210.65160
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3104.38800 9.23400 0.03170 73.63400 140.71370 99.11480 0.21360 4.51380 10.80910 2.63790 11.71190 0.10000 208.54600
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3104.69280 8.94640 0.03260 74.66710 139.35030 124.25930 0.23780 4.32270 9.10130 2.63170 9.88040 0.10000 208.62370
3104.84520 8.97210 0.03680 75.60860 139.68670 121.19780 0.24020 4.21740 8.35540 2.63830 9.06600 0.10000 208.90090
3104.99760 8.99780 0.04100 76.17090 141.06700 118.13620 0.24270 4.11210 7.60940 2.64500 8.25170 0.10000 209.17810
3105.15000 9.03500 0.04290 76.26810 142.20920 116.55690 0.23010 4.05580 7.84480 2.64870 8.46390 0.10000 209.42290
3105.30240 9.12850 0.04240 76.16910 140.95680 112.30380 0.22480 3.98120 8.38630 2.64640 8.99470 0.10000 209.34370
3105.45480 9.11570 0.04010 76.35820 140.15970 105.14590 0.23300 3.92030 8.43180 2.63750 8.99860 0.10000 208.95690
3105.60720 8.97550 0.03690 77.20540 136.80050 96.47660 0.23870 3.87300 8.54880 2.62200 9.01600 0.10000 208.61810
3105.75960 8.98710 0.03410 78.64660 133.50750 90.96220 0.21570 3.75710 9.92870 2.60090 10.15620 0.10000 208.40110
3105.91200 9.20770 0.03270 80.04680 130.87880 88.89070 0.17100 3.52590 11.70330 2.57410 11.62530 0.10000 208.26070
3106.06440 9.34430 0.03420 80.72140 126.91810 77.31210 0.14960 3.24530 12.37220 2.54810 12.25300 0.10000 208.19710
3106.21680 9.48090 0.03580 80.50270 125.81320 65.73360 0.12830 2.96470 13.04110 2.52210 12.88070 0.10000 208.13350
3106.36920 9.07120 0.03940 79.72250 123.41610 55.26790 0.12820 2.80150 14.22620 2.50930 14.08060 0.10000 207.37710
3106.52160 9.08390 0.04160 78.93100 122.69940 58.09650 0.12870 2.78440 15.37820 2.50250 15.02680 0.10000 206.18170
3106.67400 9.11520 0.04270 78.20640 116.71130 61.05110 0.12800 2.87640 15.45750 2.49930 14.93350 0.10000 205.29640
3106.82640 9.42510 0.04570 76.92960 116.54340 69.22890 0.13070 2.99030 14.85200 2.50530 14.33200 0.10000 205.25580
3106.97880 9.50410 0.05240 74.48910 111.78910 78.81280 0.13750 3.09810 13.47170 2.52730 12.98220 0.10000 205.80580
3107.13120 9.44970 0.06070 71.07010 112.57800 76.81710 0.14560 3.24220 12.02490 2.56320 11.46820 0.10000 206.28030
3107.28360 9.29300 0.06510 67.66420 115.31180 75.95540 0.13540 3.40980 11.26800 2.59580 10.75530 0.10000 205.96650
3107.43600 9.13630 0.06950 65.46770 117.09110 75.09380 0.12520 3.57740 10.51110 2.62850 10.04240 0.10000 205.65270
3107.58840 9.24930 0.06960 65.11990 117.39220 74.45570 0.10940 3.63480 12.30730 2.63890 11.71170 0.10000 204.93770
3107.74080 9.32760 0.06770 66.23650 116.93540 76.85750 0.10690 3.61220 14.40990 2.63290 13.62710 0.10000 204.60710
3107.89320 9.27230 0.06320 67.98650 118.08870 78.04520 0.11240 3.50360 13.45280 2.61650 12.72760 0.10000 205.04740
3108.04560 9.19780 0.05770 69.70860 119.32480 76.93390 0.11820 3.28740 12.54900 2.59970 11.95480 0.10000 206.18220
3108.19800 9.20090 0.05360 70.88390 120.82650 74.45890 0.12320 3.01930 12.11810 2.59070 11.59820 0.10000 207.44010
3108.35040 9.15040 0.05230 71.25490 122.23980 72.91250 0.13010 2.79720 11.51720 2.59060 10.99480 0.10000 208.24850
3108.50280 9.08870 0.05290 70.84600 123.88020 72.97130 0.14020 2.69220 10.76670 2.59590 10.33880 0.10000 208.83230
3108.65520 9.02700 0.05360 69.92280 124.74450 73.03010 0.15040 2.58720 10.01610 2.60120 9.68280 0.10000 209.41610
3108.80760 9.13670 0.05400 69.26930 126.99880 69.46210 0.14410 2.55900 10.02020 2.60590 9.75010 0.10000 210.50250
3108.96000 8.93650 0.05290 69.73900 126.30690 68.07680 0.12890 2.58420 10.52590 2.60620 10.25540 0.10000 211.37770
3109.11240 8.95360 0.04950 71.45280 125.59440 68.16470 0.12170 2.66590 10.47270 2.60240 10.24810 0.10000 211.53340
3109.26480 8.96580 0.04470 73.67280 123.96690 70.14860 0.13250 2.77550 8.93930 2.59710 8.95390 0.10000 211.05300
3109.41720 8.96910 0.04010 75.19410 122.84510 78.30640 0.14990 2.85980 8.43220 2.59240 8.61670 0.10000 210.06610
3109.56960 8.91690 0.03760 75.16050 122.81450 80.81060 0.14890 2.87860 8.72960 2.58820 8.87660 0.10000 208.76390
3109.72200 9.06490 0.03920 73.74470 122.12210 77.14450 0.13560 2.84670 9.27420 2.58810 9.26370 0.10000 208.46420
3109.87440 9.21290 0.04090 71.99090 122.15290 73.47830 0.12230 2.81470 9.81880 2.58790 9.65080 0.10000 208.16450
3110.02680 9.11100 0.04310 70.83770 123.04090 75.45710 0.12120 2.84630 9.73520 2.59150 9.58460 0.10000 208.84810
3110.17920 8.74460 0.04300 70.45470 123.22930 77.39770 0.12380 2.96030 9.73150 2.59280 9.61940 0.10000 209.03630
3110.33160 8.84270 0.04100 70.36090 123.92780 80.52160 0.12960 3.13420 9.58110 2.59120 9.47580 0.10000 208.79680
3110.48400 8.84600 0.03880 69.95370 124.38950 83.61260 0.13100 3.32000 9.08780 2.58830 9.00400 0.10000 208.72570
3110.63640 8.91970 0.03750 69.20820 124.77940 85.67760 0.13310 3.46080 8.91540 2.58520 8.86870 0.10000 208.94180
3110.78880 9.01770 0.03760 68.65860 124.60090 81.73860 0.13750 3.50300 8.98870 2.58270 8.95430 0.10000 209.17240
3110.94120 9.02600 0.03990 68.69870 126.44640 76.20400 0.14600 3.39630 9.29970 2.58500 9.30780 0.10000 209.21800
3111.09360 9.03430 0.04220 69.27940 127.44650 70.66940 0.15460 3.28960 9.61070 2.58720 9.66130 0.10000 209.26360
3111.24600 9.25490 0.04550 70.13700 127.84390 71.13840 0.17350 3.18040 9.07240 2.59430 9.14430 0.10000 209.34720
3111.39840 9.14040 0.04790 71.02690 128.58990 73.79040 0.19160 3.16980 8.61720 2.59990 8.72300 0.10000 209.37990
3111.55080 9.04390 0.04920 71.78640 130.48020 79.17770 0.19000 3.25910 8.46330 2.60110 8.60760 0.10000 209.42960
3111.70320 8.98240 0.04970 72.33330 131.50420 84.60930 0.17340 3.39900 8.65350 2.59830 8.82470 0.10000 209.43920
3111.85560 9.06590 0.04940 72.61890 132.59630 84.74130 0.16150 3.49850 8.93770 2.59450 9.12120 0.10000 209.35940
3112.00800 9.00750 0.04740 72.85680 134.22810 82.58200 0.16350 3.44900 9.49980 2.59220 9.70900 0.10000 209.30550
3112.16040 9.08130 0.04380 73.72910 137.10640 82.32330 0.17590 3.29780 9.42150 2.59390 9.66930 0.10000 209.10880
3112.31280 9.15500 0.04020 75.79660 140.01570 82.06460 0.18820 3.14660 9.34320 2.59560 9.62970 0.10000 208.91220
3112.46520 9.02280 0.03700 78.79640 141.94940 89.36560 0.20340 3.31030 8.66020 2.59990 8.96760 0.10000 208.40480
3112.61760 9.12590 0.03530 81.65210 144.02940 85.96820 0.21840 3.72440 8.27950 2.60520 8.61220 0.10000 207.97640
3112.77000 9.06610 0.03570 83.11540 145.44220 80.30320 0.22480 4.14870 7.83050 2.61070 8.16760 0.10000 207.73660
3112.92240 9.19770 0.03760 82.52310 144.81470 78.81450 0.21140 4.45950 7.36970 2.61390 7.70860 0.10000 207.79050
3113.07480 9.31770 0.03930 80.17530 143.24930 79.98720 0.19520 4.77980 7.71860 2.61100 8.07300 0.10000 208.14260
3113.22720 9.22470 0.03850 77.03770 139.53560 76.27540 0.19080 5.22610 8.29270 2.59980 8.66420 0.10000 208.53720
3113.37960 9.14740 0.03500 74.07600 138.03790 72.46700 0.17840 5.82820 9.21330 2.57990 9.55580 0.10000 208.60100
3113.53200 9.07010 0.03160 72.01500 135.87530 68.65860 0.16600 6.43020 10.13390 2.55990 10.44740 0.10000 208.66470
3113.68440 9.06980 0.03060 71.18610 133.22900 69.38610 0.15080 7.05770 10.16810 2.54070 10.39380 0.10000 208.85510
3113.83680 9.06960 0.03320 71.29820 130.10630 69.42680 0.14920 7.57750 10.22810 2.52710 10.39380 0.10000 209.01550
3113.98920 9.06990 0.03750 71.63960 129.20870 70.31640 0.15310 7.98090 10.31270 2.51750 10.43180 0.10000 208.81000
3114.14160 9.06970 0.04120 71.60740 128.26170 66.47610 0.15140 8.32860 10.31020 2.50700 10.40330 0.10000 208.20930
3114.29400 9.06840 0.04320 70.99240 128.41190 60.99670 0.13660 8.63740 10.42270 2.49280 10.57380 0.10000 207.43770
3114.44640 9.44250 0.04540 69.93340 128.15660 59.30340 0.11790 8.89750 10.66870 2.47690 10.96810 0.10000 206.88470
3114.59880 9.40540 0.05110 68.85270 127.61050 56.82510 0.11040 9.13140 11.28580 2.46460 11.63190 0.10000 206.76340
3114.75120 9.36840 0.05670 68.12640 128.43920 54.34680 0.10290 9.36540 11.90290 2.45230 12.29560 0.10000 206.64220
3114.90360 9.36330 0.06320 68.05010 128.50770 55.50380 0.11390 9.56270 11.29510 2.44040 11.67570 0.10000 206.51780
3115.05600 9.36840 0.06460 68.90620 129.71700 64.58510 0.14000 9.74560 10.56840 2.42030 10.98510 0.10000 206.28630
3115.20840 9.30930 0.05930 70.44050 131.72430 72.17750 0.16740 9.99760 9.41320 2.38750 9.90070 0.10000 205.83080
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3115.51320 9.28190 0.04580 72.99300 139.02290 74.22850 0.17400 10.71750 9.64180 2.31310 10.10620 0.10000 205.99800
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3115.81800 9.21830 0.04250 74.44350 143.87310 89.18300 0.20770 10.97560 9.70380 2.27080 10.19190 0.10000 206.66230
3115.97040 9.22810 0.03990 75.99440 145.91260 90.95280 0.22870 11.00210 9.54440 2.25070 10.03980 0.10000 206.64290
3116.12280 9.72160 0.02880 77.77880 146.85320 95.62880 0.22560 11.11240 9.21670 2.20860 9.72950 0.10000 206.74100
3116.27520 9.81700 0.01560 78.49690 147.40300 97.70210 0.21540 11.39330 10.02420 2.15400 10.53960 0.10000 207.06320
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3116.58000 9.75730 0.00330 74.80520 147.78650 95.11110 0.20570 12.03280 10.25320 2.07770 10.74800 0.10000 207.74170
3116.73240 10.04030 0.00860 72.29450 147.23220 95.64590 0.20920 12.18470 10.13660 2.08540 10.63800 0.10000 207.94340
3116.88480 9.27220 0.02120 71.36300 146.35630 94.48050 0.21610 12.17600 10.15940 2.11950 10.70740 0.10000 207.90560
3117.03720 9.31520 0.02840 72.30110 145.08400 97.79320 0.21600 12.01540 9.74460 2.13930 10.32320 0.10000 207.98570
3117.18960 9.35820 0.03570 74.09840 142.72970 101.10600 0.21590 11.85480 9.32980 2.15910 9.93900 0.10000 208.06590
3117.34200 9.35730 0.02640 75.45090 140.81630 99.58340 0.20740 11.81890 8.42410 2.13410 8.91370 0.10000 207.85030
3117.49440 9.56570 0.01500 75.55870 138.63220 92.52250 0.18400 11.93410 7.92480 2.09950 8.31340 0.10000 207.30880
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3117.95160 9.05160 0.00610 70.86780 133.70030 73.26470 0.13730 11.96960 10.13540 2.06320 10.40150 0.10000 205.81430
3118.10400 9.05810 0.00750 69.92360 132.90970 77.94700 0.12130 11.78520 11.28810 2.07010 11.57910 0.10000 206.19470
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3118.40880 9.06010 0.01510 70.37890 128.94300 74.18620 0.11250 11.45320 12.17280 2.09880 12.28750 0.10000 206.74790
3118.56120 9.06350 0.01920 70.75440 127.91550 72.20100 0.12070 11.40670 11.11830 2.11170 11.06460 0.10000 206.51000
3118.71360 9.06690 0.02080 70.65850 126.85710 77.08260 0.12820 11.46920 9.83900 2.11570 9.75370 0.10000 206.50950
3118.86600 9.08620 0.01940 70.15350 125.36340 85.37210 0.13250 11.58960 8.68810 2.11010 8.68830 0.10000 206.68500
3119.01840 9.02970 0.01580 69.54170 124.55250 92.51160 0.13380 11.68250 8.23690 2.09800 8.29100 0.10000 206.45700
3119.17080 8.88110 0.01210 69.05680 124.00730 94.28760 0.13330 11.69870 8.55690 2.08510 8.51900 0.10000 206.02060
3119.32320 8.76430 0.01030 68.75760 123.11510 82.08440 0.13420 11.65420 8.63130 2.07870 8.65420 0.10000 206.31100
3119.47560 8.81930 0.01390 68.72850 122.72410 75.59530 0.13560 11.57970 9.07650 2.08990 9.03560 0.10000 207.17470
3119.62800 8.87430 0.01750 68.91510 122.70140 69.10630 0.13710 11.50530 9.52170 2.10100 9.41700 0.10000 208.03840
3119.78040 9.27100 0.02630 69.07850 123.41120 71.92890 0.13260 11.41840 9.55130 2.12610 9.44920 0.10000 208.26120
3119.93280 9.38370 0.03630 69.09850 124.40800 78.48780 0.12870 11.35480 9.26200 2.15220 9.26210 0.10000 208.14200
3120.08520 8.89470 0.04500 69.11250 124.95650 79.21540 0.13010 11.35140 8.91970 2.17280 8.99400 0.10000 208.06580
3120.23760 8.80060 0.05020 69.46230 126.84670 75.98200 0.13910 11.40760 8.61680 2.18600 8.74780 0.10000 208.23710
3120.39000 8.96840 0.05120 70.42220 128.79750 79.00300 0.16390 11.46500 8.58080 2.19370 8.71260 0.10000 208.13670
3120.54240 8.97330 0.05020 71.97750 132.06710 90.80560 0.20220 11.43870 8.58100 2.20030 8.72050 0.10000 207.26620
3120.69480 9.17170 0.05250 73.88080 135.93350 104.10340 0.23100 11.27930 8.46840 2.21000 8.61700 0.10000 206.77830
3120.84720 9.37000 0.05480 75.93760 139.30580 117.40130 0.25980 11.11990 8.35570 2.21970 8.51350 0.10000 206.29040
3120.99960 9.39350 0.05630 77.85420 141.69220 115.07630 0.27380 11.03240 8.01800 2.21510 8.19780 0.10000 206.28920
3121.15200 9.49290 0.05000 79.07360 144.06620 113.13950 0.28250 11.12930 7.67040 2.18740 7.86760 0.10000 205.99180
3121.30440 9.05600 0.03930 79.37820 144.60120 107.79260 0.28780 11.37760 7.49290 2.15280 7.70650 0.10000 206.05550
3121.45680 9.00920 0.03320 79.07350 144.29330 95.77920 0.26970 11.63090 8.09010 2.13790 8.36190 0.10000 206.61290
3121.60920 9.05670 0.03510 78.61000 141.22870 94.18410 0.22550 11.71760 9.10650 2.15040 9.48420 0.10000 206.75740
3121.76160 8.97810 0.04130 78.07560 138.47530 96.01310 0.18860 11.57790 9.12430 2.17370 9.56820 0.10000 206.30670
3121.91400 8.99100 0.04030 76.97350 135.93230 92.45470 0.18180 11.43910 9.73430 2.17310 10.18840 0.10000 206.28980
3122.06640 9.00380 0.03930 74.92850 134.01000 88.89630 0.17500 11.30030 10.34430 2.17260 10.80850 0.10000 206.27290
3122.21880 9.08460 0.03100 72.46760 132.59250 98.38450 0.19110 11.39540 11.12280 2.14920 11.59030 0.10000 206.75300
3122.37120 9.03590 0.02390 70.80960 134.77780 101.52420 0.22010 11.53230 11.10390 2.12820 11.55970 0.10000 207.03040
3122.52360 9.87670 0.02090 70.80370 134.88830 99.55680 0.24210 11.61120 10.35850 2.11880 10.78980 0.10000 206.80130
3122.67600 9.90030 0.02290 72.38340 135.87680 97.99410 0.24830 11.61880 9.57960 2.12190 9.98230 0.10000 206.11360
3122.82840 9.68110 0.02810 74.70670 138.06570 95.76710 0.24500 11.60200 10.02390 2.13070 10.41540 0.10000 205.69760
3122.98080 9.66100 0.03260 76.58690 139.20180 95.31510 0.23890 11.62350 10.29240 2.13510 10.63170 0.10000 205.98190
3123.13320 9.74410 0.03090 77.31580 137.93110 94.95070 0.24280 11.74080 10.00370 2.12800 10.34290 0.10000 206.19350
3123.28560 9.82710 0.02920 76.93270 138.66290 94.58630 0.24680 11.85810 9.71500 2.12090 10.05420 0.10000 206.40510
3123.43800 9.86110 0.02380 76.06460 138.43760 100.02950 0.24440 11.96920 10.01610 2.11200 10.37660 0.10000 206.23270
3123.59040 9.82960 0.01720 75.64050 138.47180 105.84580 0.23420 12.01200 10.02490 2.10020 10.38180 0.10000 206.17100
3123.74280 9.57170 -999.25 76.06630 138.61390 105.36270 0.22440 -999.25 9.48820 -999.25 9.87220 0.10000 206.40230
3123.89520 9.35290 -999.25 76.87100 138.02370 102.21860 0.22070 -999.25 8.20630 -999.25 8.62970 0.10000 206.94890
3124.04760 9.41250 -999.25 77.30480 138.49170 98.58510 0.23010 -999.25 7.75800 -999.25 8.15820 0.10000 207.35910
3124.20000 9.61070 -999.25 76.96270 139.06790 86.20830 0.25050 -999.25 8.44940 -999.25 8.86920 0.10000 207.19230
3124.35240 9.47500 -999.25 75.79410 139.05890 84.31670 0.24890 -999.25 9.96150 -999.25 10.48480 0.10000 206.66640
3124.50480 9.33920 -999.25 73.99430 138.59540 82.42510 0.24730 -999.25 11.47360 -999.25 12.10050 0.10000 206.14060
3124.65720 9.36640 -999.25 72.04600 137.31390 88.37010 0.21620 -999.25 11.69160 -999.25 12.29560 0.10000 205.98960
3124.80960 9.42340 -999.25 70.52860 136.76670 102.06860 0.19560 -999.25 10.76170 -999.25 11.31590 0.10000 205.76940
3124.96200 9.53790 -999.25 70.01040 138.07510 102.64340 0.19880 -999.25 9.55270 -999.25 10.01830 0.10000 205.49770
3125.11440 9.32270 -999.25 70.55210 138.91440 98.88470 0.21720 -999.25 10.46270 -999.25 10.96250 0.10000 205.63090
3125.26680 9.61560 -999.25 71.32540 139.23680 100.50260 0.23800 -999.25 10.56200 -999.25 11.08250 0.10000 206.08670
3125.41920 9.74140 -999.25 71.46330 138.63190 102.73610 0.24920 -999.25 9.93360 -999.25 10.37290 0.10000 206.28140
3125.57160 9.95310 -999.25 70.93750 137.79730 101.38380 0.24770 -999.25 9.89110 -999.25 10.31390 0.10000 206.21230
3125.72400 10.16490 -999.25 70.61000 137.81860 100.03160 0.24630 -999.25 9.84850 -999.25 10.25480 0.10000 206.14320
3125.87640 10.00740 -999.25 71.46560 137.76340 96.35120 0.22000 -999.25 8.95450 -999.25 9.43040 0.10000 205.87880
3126.02880 9.60600 -999.25 73.71620 135.97870 91.36140 0.20210 -999.25 8.92400 -999.25 9.42960 0.10000 205.61240
3126.18120 9.50910 -999.25 76.55130 136.73690 85.04670 0.17890 -999.25 10.51870 -999.25 11.13230 0.10000 205.23140
3126.33360 9.51460 -999.25 78.70270 136.00240 81.08500 0.16280 -999.25 12.60970 -999.25 13.29830 0.10000 204.89320
3126.48600 9.63200 -999.25 79.39510 137.09750 91.82150 0.16900 -999.25 12.25610 -999.25 12.87730 0.10000 204.69340
3126.63840 9.23700 -999.25 78.64700 139.39440 102.37000 0.20040 -999.25 10.98380 -999.25 11.56220 0.10000 204.76010
3126.79080 9.23650 -999.25 77.55860 142.20010 104.12090 0.22000 -999.25 10.32300 -999.25 10.90190 0.10000 204.91040
3126.94320 9.23590 -999.25 77.97090 144.04270 105.87170 0.23950 -999.25 9.66210 -999.25 10.24160 0.10000 205.06080
3127.09560 9.38500 -999.25 80.81300 146.06300 108.39150 0.26910 -999.25 7.44690 -999.25 8.16730 0.10000 204.44180
3127.24800 9.25950 -999.25 85.11100 147.43560 115.37590 0.28110 -999.25 7.17570 -999.25 7.91710 0.10000 204.16930
3127.40040 9.27550 -999.25 88.32280 148.00490 117.64100 0.28460 -999.25 7.22190 -999.25 7.97600 0.10000 204.45280
3127.55280 9.24610 -999.25 88.03990 149.18940 117.06980 0.27900 -999.25 7.46530 -999.25 8.26290 0.10000 204.97130
3127.70520 9.62780 -999.25 83.95900 147.89160 117.90240 0.27180 -999.25 7.45710 -999.25 8.28670 0.10000 205.38810
3127.85760 9.80130 -999.25 78.13880 145.72200 119.39840 0.26550 -999.25 7.09860 -999.25 7.90130 0.10000 205.43220
3128.01000 9.80990 -999.25 73.28950 144.27550 119.40980 0.26210 -999.25 7.08430 -999.25 7.84440 0.10000 205.33980
3128.16240 9.81850 -999.25 70.90990 142.88930 119.42120 0.25870 -999.25 7.07000 -999.25 7.78760 0.10000 205.24730
3128.31480 9.93130 -999.25 70.93140 138.28720 111.62240 0.26210 -999.25 8.44670 -999.25 8.98170 0.10000 205.11920
3128.46720 9.64010 -999.25 72.29730 135.77140 110.04830 0.23090 -999.25 8.96970 -999.25 9.39030 0.10020 205.17190
3128.61960 9.60660 -999.25 74.00950 135.58440 104.90760 0.18850 -999.25 9.50020 -999.25 9.86530 0.10200 204.93940
3128.77200 9.57040 -999.25 75.65070 134.82380 97.71140 0.17090 -999.25 10.21260 -999.25 10.49380 0.10610 204.63750
3128.92440 9.43400 -999.25 76.94230 132.76850 92.39630 0.17430 -999.25 9.80640 -999.25 10.06830 0.10430 204.61490
3129.07680 9.99460 -999.25 77.55670 128.95500 90.29160 0.18320 -999.25 8.77470 -999.25 9.06090 0.10080 204.67100
3129.22920 9.43180 -999.25 77.25470 128.97430 86.61620 0.18750 -999.25 8.69850 -999.25 8.97900 0.10040 204.68650
3129.38160 8.86900 -999.25 76.05780 128.20300 82.94080 0.19180 -999.25 8.62220 -999.25 8.89710 0.10000 204.70200
3129.53400 8.78400 -999.25 74.45320 127.80820 64.33350 0.20740 -999.25 10.43590 -999.25 10.55870 0.10000 205.22440
3129.68640 8.94210 -999.25 73.26590 127.34210 63.70070 0.20200 -999.25 10.29890 -999.25 10.39280 0.10000 205.29980
3129.83880 8.90330 -999.25 73.09470 126.79710 71.19940 0.18730 -999.25 9.96310 -999.25 10.08430 0.10000 204.99610
3129.99120 9.01170 -999.25 73.90550 127.87220 84.90470 0.17660 -999.25 9.81090 -999.25 9.94420 0.10000 204.46220
3130.14360 9.06510 -999.25 75.22430 128.73640 87.81760 0.16780 -999.25 9.99880 -999.25 10.02080 0.10000 204.05070
3130.29600 9.16210 -999.25 76.51190 128.97130 81.40340 0.15150 -999.25 10.62760 -999.25 10.33280 0.10000 203.99700
3130.44840 9.18200 -999.25 77.36920 128.68720 77.23270 0.14380 -999.25 11.05240 -999.25 10.69750 0.10000 204.10070
3130.60080 9.20190 -999.25 77.57520 129.36300 73.06200 0.13620 -999.25 11.47730 -999.25 11.06230 0.10000 204.20440
3130.75320 9.02440 -999.25 77.09840 130.94040 68.78350 0.13850 -999.25 13.97520 -999.25 13.77770 0.10000 203.90390
3130.90560 9.04400 -999.25 76.28960 131.55850 66.09010 0.14070 -999.25 13.92000 -999.25 13.87170 0.10000 203.93600
3131.05800 9.06070 -999.25 75.90170 133.61600 69.53400 0.14770 -999.25 14.03730 -999.25 14.06970 0.10000 204.68160
3131.21040 9.56530 -999.25 76.43140 137.85330 77.74270 0.16810 -999.25 15.11280 -999.25 15.12770 0.10000 205.54250
3131.36280 10.64240 -999.25 77.67590 140.08380 80.80160 0.19040 -999.25 16.37450 -999.25 16.30860 0.10000 205.82920
3131.51520 10.68610 -999.25 79.43570 145.08730 101.40460 0.20760 -999.25 17.54510 -999.25 17.22990 0.10000 205.76840
3131.66760 10.68690 -999.25 81.94240 147.91170 111.60970 0.22460 -999.25 16.87050 -999.25 16.55500 0.10000 205.79260
3131.82000 10.68760 -999.25 85.25840 148.99050 121.81490 0.24160 -999.25 16.19590 -999.25 15.88020 0.10000 205.81670
3131.97240 11.08070 -999.25 88.50220 149.71040 121.80400 0.33320 -999.25 9.06020 -999.25 9.26350 0.10000 205.40230
3132.12480 10.96780 -999.25 89.75130 147.29830 122.24670 0.32420 -999.25 9.54590 -999.25 9.85660 0.10000 204.60620
3132.27720 11.26990 -999.25 87.42430 144.67620 103.49200 0.26890 -999.25 9.75400 -999.25 10.07940 0.10000 204.10530
3132.42960 11.23630 -999.25 82.15850 138.95610 79.54420 0.20120 -999.25 9.77620 -999.25 10.09680 0.10000 203.78760
3132.58200 11.19010 -999.25 76.64420 133.39710 72.82530 0.16750 -999.25 10.06020 -999.25 10.35120 0.10000 203.42770
3132.73440 10.69600 -999.25 73.38490 128.83330 72.18770 0.16380 -999.25 11.31900 -999.25 11.42680 0.10000 203.30690
3132.88680 9.82030 -999.25 72.94840 125.53690 71.99920 0.16690 -999.25 11.76290 -999.25 11.78440 0.10000 203.40370
3133.03920 8.94450 -999.25 73.90970 123.55650 71.81060 0.16990 -999.25 12.20690 -999.25 12.14190 0.10000 203.50050
3133.19160 9.43580 -999.25 74.35730 120.08280 69.65780 0.17010 -999.25 10.87600 -999.25 10.73760 0.10000 203.49510
3133.34400 9.67810 -999.25 73.50980 119.39110 75.95670 0.17010 -999.25 10.46480 -999.25 10.18320 0.10080 203.17340
3133.49640 9.78190 -999.25 72.03850 118.83000 77.65390 0.16570 -999.25 10.63490 -999.25 10.32520 0.10730 203.02420
3133.64880 9.56590 -999.25 71.20730 118.45310 72.31290 0.16260 -999.25 10.77390 -999.25 10.48410 0.12420 203.19540
3133.80120 9.55400 -999.25 71.78790 119.12010 74.26220 0.16680 -999.25 10.51080 -999.25 10.33610 0.12510 203.70410
3133.95360 9.54130 -999.25 73.66220 120.01520 81.00820 0.17590 -999.25 10.32970 -999.25 10.22730 0.12150 204.34160
3134.10600 9.53190 -999.25 76.00460 121.62540 81.47710 0.18640 -999.25 10.36090 -999.25 10.25770 0.12010 204.56870
3134.25840 9.52260 -999.25 77.97280 122.37080 81.94610 0.19690 -999.25 10.39200 -999.25 10.28810 0.11870 204.79570
3134.41080 9.46130 -999.25 79.31720 124.38450 86.85490 0.21560 -999.25 9.63860 -999.25 9.56050 0.11070 204.69930
3134.56320 9.40680 -999.25 80.41520 125.53210 88.46190 0.19400 -999.25 10.05730 -999.25 10.00060 0.11890 204.50300
3134.71560 9.39770 -999.25 81.67340 127.71340 87.75980 0.17940 -999.25 10.80810 -999.25 10.75460 0.13180 204.34510
3134.86800 9.46130 -999.25 82.95220 130.66230 82.77920 0.17590 -999.25 11.86460 -999.25 11.81440 0.13710 204.42800
3135.02040 9.66420 -999.25 83.89480 132.97380 80.76400 0.17910 -999.25 11.93540 -999.25 11.95620 0.13550 204.89040
3135.17280 9.28050 -999.25 84.20850 136.78800 81.21800 0.18610 -999.25 10.58350 -999.25 10.79590 0.14270 205.47530
3135.32520 9.05270 -999.25 83.99650 141.53900 83.65480 0.19660 -999.25 10.36730 -999.25 10.62350 0.17050 205.52710
3135.47760 8.82490 -999.25 83.85220 145.20210 86.09150 0.20710 -999.25 10.15110 -999.25 10.45110 0.19830 205.57890
3135.63000 9.89400 -999.25 84.14930 150.36740 115.16640 0.30530 -999.25 8.08510 -999.25 8.44860 0.24430 204.52010
3135.78240 9.35500 -999.25 84.74060 152.64510 121.90100 0.33570 -999.25 7.07300 -999.25 7.43560 0.17160 204.33650
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.
Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)
Now transforming to pandas dataframe
P1=P1.df()
P1['Well']='P1'
P2=P2.df()
P2['Well']='P2'
P3=P3.df()
P3['Well']='P3'
P4=P4.df()
P4['Well']='P4'
P5=P5.df()
P5['Well']='P5'
P6=P6.df()
P6['Well']='P6'
P7=P7.df()
P7['Well']='P7'
P8=P8.df()
P8['Well']='P8'
P9=P9.df()
P9['Well']='P9'
P10=P10.df()
P10['Well']='P10'
P11=P11.df()
P11['Well']='P11'
P12=P12.df()
P12['Well']='P12'
P13=P13.df()
P13['Well']='P13'
P14=P14.df()
P14['Well']='P14'
P15=P15.df()
P15['Well']='P15'
P16=P16.df()
P16['Well']='P16'
P17=P17.df()
P17['Well']='P17'
P18=P18.df()
P18['Well']='P18'
P19=P19.df()
P19['Well']='P19'
P20=P20.df()
P20['Well']='P20'
#print columns
print('P1', P1.columns)
print('P2',P2.columns)
print('P3',P2.columns)
print('P4',P2.columns)
P1 Index(['CALI', 'DRHO', 'DT', 'GR', 'MINV', 'MNOR', 'NPHI', 'PEF', 'RDEP',
'RHOB', 'RMED', 'RMIC', 'SP', 'Well'],
dtype='object')
P2 Index(['CALI', 'DRHO', 'DT', 'GR', 'NPHI', 'PEF', 'RDEP', 'RHOB', 'RMED',
'RMIC', 'SP', 'Well'],
dtype='object')
P3 Index(['CALI', 'DRHO', 'DT', 'GR', 'NPHI', 'PEF', 'RDEP', 'RHOB', 'RMED',
'RMIC', 'SP', 'Well'],
dtype='object')
P4 Index(['CALI', 'DRHO', 'DT', 'GR', 'NPHI', 'PEF', 'RDEP', 'RHOB', 'RMED',
'RMIC', 'SP', 'Well'],
dtype='object')
#pocos com os perfis ja bem setados
CALI','DT','GR','NPHI','RHOB','SP','Well
P1_trat=P1[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P2_trat=P2[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P3_trat=P3[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P4_trat=P4[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P5_trat=P5[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P6_trat=P6[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P7_trat=P7[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P8_trat=P8[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P9_trat=P9[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P10_trat=P10[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P11_trat=P11[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P12_trat=P12[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P13_trat=P13[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P14_trat=P14[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P15_trat=P15[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P16_trat=P16[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P17_trat=P17[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P18_trat=P18[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P19_trat=P19[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
P20_trat=P20[['CALI','DT','GR','NPHI','RHOB','SP','Well']]
Merging all dataframes
result1 = P1_trat.append([P2_trat, P3_trat,P4_trat,P5_trat])
result2=result1.append([P6_trat,P7_trat,P8_trat,P9_trat])
result3=result2.append([P10_trat,P11_trat,P12_trat, P13_trat])
result4=result3.append([P14_trat,P15_trat,P16_trat,P17_trat])
all_wells=result4.append([P18_trat,P19_trat,P20_trat,])
all_wells.tail(10)
| CALI | DT | GR | NPHI | RHOB | SP | Well | |
|---|---|---|---|---|---|---|---|
| DEPTH | |||||||
| 3718.7124 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3718.8648 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.0172 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.1696 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.3220 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.4744 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.6268 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.7792 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3719.9316 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
| 3720.0840 | NaN | NaN | NaN | NaN | NaN | NaN | P20 |
Missing values
Very common in LAS files because depth of interest may vary for specific measurements. Printed values of -999.2500 in LAS files means null value. Missing values are not common in the middle part of the dataset. Usually, it happens in the head or tail of a file. isna function returns True if the location has a null value, otherwise, it will be False. We may add up these boolean values using sum() function as below:
#Counting all Nan values(percentage) in each well log
(all_wells.isna().sum())/(all_wells.count())*100
#in percentage : missing values
CALI 36.958291
DT 36.927083
GR 3.184975
NPHI 71.428280
RHOB 67.316518
SP 43.625026
Well 0.000000
dtype: float64
Let’s suppose that we want to preserve GR, DT, and RHOB as important logs in the data set. So, to get rid of missing values we can drop rows that one of those logs is missed in that row.
Dropping Rows
This line of code will drop all rows that one (or more) of the subset logs (‘GR’, ‘DT’,…) has a null value.
all_wells_dropped = all_wells.dropna(subset=['CALI','DT','GR','NPHI','RHOB','SP','Well'],axis=0, how='any')
print(all_wells_dropped.shape)
(191865, 7)
all_wells_dropped.head()
| CALI | DT | GR | NPHI | RHOB | SP | Well | |
|---|---|---|---|---|---|---|---|
| DEPTH | |||||||
| 851.6112 | 8.8599 | 115.3353 | 66.0591 | 0.5551 | 2.2586 | -99.8125 | P1 |
| 851.7636 | 8.8489 | 118.5482 | 66.7357 | 0.5014 | 2.0471 | -103.3750 | P1 |
| 851.9160 | 8.8146 | 143.1087 | 67.0684 | 0.5040 | 1.9178 | -105.2708 | P1 |
| 852.0684 | 8.7822 | 158.4017 | 71.1451 | 0.5186 | 1.8760 | -106.6667 | P1 |
| 852.2208 | 8.7705 | 155.4720 | 74.0663 | 0.4715 | 1.7915 | -107.2083 | P1 |
Statistics
Run describe command to see data statistics. This can be helpful to see the data range and outliers.
all_wells_dropped.describe()
| CALI | DT | GR | NPHI | RHOB | SP | |
|---|---|---|---|---|---|---|
| count | 191865.000000 | 191865.000000 | 191865.000000 | 191865.000000 | 191865.000000 | 191865.000000 |
| mean | 8.840084 | 91.954288 | 103.619532 | 0.249341 | 2.380250 | 25.703158 |
| std | 1.273156 | 17.998064 | 27.052153 | 0.106976 | 0.182021 | 82.941955 |
| min | 0.000000 | 0.000000 | 0.000000 | -0.005500 | 0.000000 | -135.375000 |
| 25% | 8.326600 | 79.558300 | 87.507300 | 0.195200 | 2.280400 | -26.375000 |
| 50% | 8.689100 | 87.727900 | 104.627400 | 0.256500 | 2.411900 | 6.317700 |
| 75% | 9.250000 | 100.484100 | 122.433600 | 0.316900 | 2.511900 | 74.461500 |
| max | 23.612400 | 1183.000000 | 261.568600 | 0.871500 | 3.192400 | 4528.000000 |
It’s important to understand that there are many spurious values meanwhile well logging. To avoid that all the values will be filtered acording the ranges. Consult the referencce [6] to understant the values.
all_wells_dropped= all_wells_dropped[(all_wells_dropped.NPHI > 0) & (all_wells_dropped.NPHI <= 60)]
all_wells_dropped= all_wells_dropped[(all_wells_dropped.SP > -160)&(all_wells_dropped.GR <= 40)]
all_wells_dropped= all_wells_dropped[(all_wells_dropped.GR > 0) & (all_wells_dropped.GR <= 200)]
all_wells_dropped= all_wells_dropped[(all_wells_dropped.RHOB> 1) & (all_wells_dropped.RHOB<= 3)]
all_wells_dropped= all_wells_dropped[(all_wells_dropped.DT > 0) & (all_wells_dropped.DT <= 140)]
Reindex the depth
Lasio converts the depth column as an index when we read the LAS file. We can call depth as a new column for plotting aim and reindex dataset.
all_wells_dropped = all_wells_dropped.rename_axis('Depth').reset_index()
all_wells_dropped.head() #a normalização perderá o index da profundidade. Já foi previamente testado
| Depth | CALI | DT | GR | NPHI | RHOB | SP | Well | |
|---|---|---|---|---|---|---|---|---|
| 0 | 1943.1000 | 8.2527 | 78.5189 | 38.6367 | 0.0913 | 2.4194 | -72.5208 | P1 |
| 1 | 1943.2524 | 8.2281 | 80.5339 | 38.6938 | 0.1143 | 2.3749 | -71.9375 | P1 |
| 2 | 1943.4048 | 8.2048 | 81.0742 | 38.4738 | 0.1363 | 2.3463 | -71.5417 | P1 |
| 3 | 1943.5572 | 8.2054 | 79.7949 | 38.8205 | 0.1543 | 2.3396 | -70.8958 | P1 |
| 4 | 1976.0184 | 8.6701 | 81.7513 | 39.8795 | 0.1612 | 2.3118 | -68.1667 | P1 |
Normalizing data
Using the library preprocessing from Scikit learn. The feature to be predicted do not need normalization.
from sklearn.preprocessing import MinMaxScaler
from sklearn import preprocessing
# Selecting some columns for one new dataframe
all_wells_dropped_norm=all_wells_dropped[['Depth','CALI','DT','GR','NPHI','RHOB','SP']].values
print(all_wells_dropped_norm)
[[ 1.9431000e+03 8.2527000e+00 7.8518900e+01 ... 9.1300000e-02
2.4194000e+00 -7.2520800e+01]
[ 1.9432524e+03 8.2281000e+00 8.0533900e+01 ... 1.1430000e-01
2.3749000e+00 -7.1937500e+01]
[ 1.9434048e+03 8.2048000e+00 8.1074200e+01 ... 1.3630000e-01
2.3463000e+00 -7.1541700e+01]
...
[ 2.7688032e+03 8.4204000e+00 7.3505900e+01 ... 9.9000000e-02
2.4209000e+00 1.8536580e+02]
[ 2.7689556e+03 8.4247000e+00 7.2961500e+01 ... 9.6900000e-02
2.4395000e+00 1.8454340e+02]
[ 2.7691080e+03 8.4290000e+00 7.3252700e+01 ... 9.4800000e-02
2.4588000e+00 1.8372110e+02]]
#Let's normalize
min_max_scaler = preprocessing.MinMaxScaler()
pocos_scaled = min_max_scaler.fit_transform(all_wells_dropped_norm)
all_wells_dropped_normalizado=pd.DataFrame(pocos_scaled)
all_wells_dropped_normalizado.describe()
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | |
|---|---|---|---|---|---|---|---|
| count | 3444.000000 | 3444.000000 | 3444.000000 | 3444.000000 | 3444.000000 | 3444.000000 | 3444.000000 |
| mean | 0.476081 | 0.736003 | 0.369222 | 0.863473 | 0.464425 | 0.464050 | 0.297240 |
| std | 0.337500 | 0.045821 | 0.209320 | 0.097230 | 0.189823 | 0.177941 | 0.166483 |
| min | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| 25% | 0.173936 | 0.712806 | 0.191951 | 0.796945 | 0.298846 | 0.333592 | 0.159186 |
| 50% | 0.416260 | 0.723878 | 0.323835 | 0.879756 | 0.460733 | 0.465634 | 0.194901 |
| 75% | 0.802341 | 0.743355 | 0.481600 | 0.941208 | 0.610543 | 0.607923 | 0.414901 |
| max | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
#Remembering that Depth,CALI,DT,GR,NPHI,RHOB,SP were normalizaded:
all_wells_dropped_normalizado.rename(columns={0:'DEPTH',1:'CALI',2:'DT',3:'GR',4:'NPHI',5:'RHOB',6:'SP'},inplace=True)
#BRINGING BACK THE wELL INFORMATION
poco=all_wells_dropped['Well']
all_wells_dropped_normalizado['Well']=poco
One Hot Encode technique
To lead with categorical data ‘wells’ its necessary to adopt this tool. It involves representing categorical with a binary vector that has one element for each unique label and marking the class label with a 1 and 0. The main benefit is not weighting a value improperly.
#This technique will implemented in Wells column.
all_wells_dropped_norm_oneHot=all_wells_dropped_normalizado.copy()
all_wells_dropped_norm_oneHot=pd.get_dummies(all_wells_dropped_norm_oneHot, columns=['Well'])
print(all_wells_dropped_norm_oneHot.head())
DEPTH CALI DT GR NPHI RHOB SP \
0 0.494325 0.705311 0.275014 0.965801 0.214184 0.590563 0.000000
1 0.494381 0.703208 0.302060 0.967234 0.268920 0.527887 0.002004
2 0.494438 0.701217 0.309312 0.961715 0.321276 0.487606 0.003363
3 0.494495 0.701268 0.292141 0.970412 0.364112 0.478169 0.005582
4 0.506583 0.740984 0.318400 0.996977 0.380533 0.439014 0.014956
Well_P1 Well_P10 Well_P12 Well_P13 Well_P14 Well_P15 Well_P16 \
0 1 0 0 0 0 0 0
1 1 0 0 0 0 0 0
2 1 0 0 0 0 0 0
3 1 0 0 0 0 0 0
4 1 0 0 0 0 0 0
Well_P2 Well_P20 Well_P4 Well_P5 Well_P6
0 0 0 0 0 0
1 0 0 0 0 0
2 0 0 0 0 0
3 0 0 0 0 0
4 0 0 0 0 0
Before to start to normalize the others columns let’s analyse the columns distributions aiming see some the outliers.
ax = all_wells_dropped_norm_oneHot['DT'].transpose()
## to get fill color
bp=ax.plot(kind='box', patch_artist=True,figsize=(8, 6))
plt.title('Frequência do DT')
plt.ylabel('Velocidade DT')
plt.savefig('FREQ_DT_vs_VElocidades_outliers.png')
plt.show()
data = all_wells_dropped_norm_oneHot[['DT','GR','NPHI','RHOB','SP','CALI','DEPTH']]
data.hist(bins=30,figsize=(11,8))
plt.savefig('Distribuicoes_logs.png')
plt.show()
plt.scatter(data.DT,data.GR, color='blue')
plt.xlabel("DT")
plt.ylabel("GR")
plt.show()
plt.scatter(data.DT,data.NPHI, color='green')
plt.xlabel("DT")
plt.ylabel("NPHI")
plt.show()
plt.scatter(data.DT,data.RHOB, color='yellow')
plt.xlabel("DT")
plt.ylabel("RHOB")
plt.savefig('Distrib_vs_DT.png')
plt.show()
Resultados da Normalização
all_wells_dropped_norm_oneHot.head()
| DEPTH | CALI | DT | GR | NPHI | RHOB | SP | Well_P1 | Well_P10 | Well_P12 | Well_P13 | Well_P14 | Well_P15 | Well_P16 | Well_P2 | Well_P20 | Well_P4 | Well_P5 | Well_P6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.494325 | 0.705311 | 0.275014 | 0.965801 | 0.214184 | 0.590563 | 0.000000 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0.494381 | 0.703208 | 0.302060 | 0.967234 | 0.268920 | 0.527887 | 0.002004 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 0.494438 | 0.701217 | 0.309312 | 0.961715 | 0.321276 | 0.487606 | 0.003363 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 0.494495 | 0.701268 | 0.292141 | 0.970412 | 0.364112 | 0.478169 | 0.005582 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 0.506583 | 0.740984 | 0.318400 | 0.996977 | 0.380533 | 0.439014 | 0.014956 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Train and Split the data
Let’s split this data into labels and features. Now, what’s that? Using features, we predict labels. I mean using features (the data we use to predict labels), we predict labels (the data we want to predict).DT is a label to predict sonic P in y; we use the drop() function to take all other data in x. Then, we split the data.
Out of Sample Accuracy is the percentage of correct predictions that the model makes on data that that the model has NOT been trained on. Doing a train and test on the same dataset will most likely have low out-of-sample accuracy, due to the likelihood of being over-fit.
It is important that our models have a high, out-of-sample accuracy, because the purpose of any model, of course, is to make correct predictions on unknown data. So how can we improve out-of-sample accuracy? One way is to use an evaluation approach called Train/Test Split. Train/Test Split involves splitting the dataset into training and testing sets respectively, which are mutually exclusive. After which, you train with the training set and test with the testing set.
This will provide a more accurate evaluation on out-of-sample accuracy because the testing dataset is not part of the dataset that have been used to train the data. It is more realistic for real world problems.
from sklearn.model_selection import train_test_split
from sklearn.model_selection import cross_val_score
from sklearn.model_selection import cross_val_predict
y=all_wells_dropped_norm_oneHot['DT'] #feature of prediction
X=all_wells_dropped_norm_oneHot.drop(['DT'],axis=1)
# test data sera de 20%
X_train,X_test,y_train,y_test = train_test_split(X,y,test_size = 0.3, random_state=0)
print ('Train set:', X_train.shape, y_train.shape)
print ('Test set:', X_test.shape, y_test.shape)
#random_state simply sets a seed to the random generator, so that your train-test splits are always deterministic. If you don't set a seed, it is different each time.
Train set: (2410, 18) (2410,)
Test set: (1034, 18) (1034,)
all_wells_dropped_norm_oneHot.head()
| DEPTH | CALI | DT | GR | NPHI | RHOB | SP | Well_P1 | Well_P10 | Well_P12 | Well_P13 | Well_P14 | Well_P15 | Well_P16 | Well_P2 | Well_P20 | Well_P4 | Well_P5 | Well_P6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.494325 | 0.705311 | 0.275014 | 0.965801 | 0.214184 | 0.590563 | 0.000000 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 0.494381 | 0.703208 | 0.302060 | 0.967234 | 0.268920 | 0.527887 | 0.002004 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 0.494438 | 0.701217 | 0.309312 | 0.961715 | 0.321276 | 0.487606 | 0.003363 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 0.494495 | 0.701268 | 0.292141 | 0.970412 | 0.364112 | 0.478169 | 0.005582 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 0.506583 | 0.740984 | 0.318400 | 0.996977 | 0.380533 | 0.439014 | 0.014956 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Plotting of Train and Test Set in Python
import scipy
from sklearn.linear_model import LinearRegression as lm
from scipy.optimize import least_squares, curve_fit
from sklearn.metrics import mean_squared_error
from sklearn.metrics import r2_score
model=lm().fit(X_train,y_train)#calling regression function name
predictions=model.predict(X_test) #and regression >> comand fit to the model
test_y_hat = model.predict(X_test)
# The coefficients
print ('Coefficients: ', model.coef_)
print ('Intercept: ', model.intercept_)
Coefficients: [-0.4071212 -0.386966 -0.00157201 0.34184458 -0.49357357 0.31140209
0.08982554 -0.13757402 -0.20498625 0.15290305 -0.29391599 0.11032244
0.15203776 0.18739709 -0.09976575 -0.03556749 0.04828138 0.03104223]
Intercept: 0.8219130017308149
Evaluation
we compare the actual values and predicted values to calculate the accuracy of a regression model. Evaluation metrics provide a key role in the development of a model, as it provides insight to areas that require improvement.
There are different model evaluation metrics, lets use MSE here to calculate the accuracy of our model based on the test set:
- Mean absolute error: It is the mean of the absolute value of the errors. This is the easiest of the metrics to understand since it’s just average error.
- Mean Squared Error (MSE): Mean Squared Error (MSE) is the mean of the squared error. It’s more popular than Mean absolute error because the focus is geared more towards large errors. This is due to the squared term exponentially increasing larger errors in comparison to smaller ones.
- Root Mean Squared Error (RMSE): This is the square root of the Mean Square Error.
- R-squared is not error, but is a popular metric for accuracy of your model. It represents how close the data are to the fitted regression line. The higher the R-squared, the better the model fits your data. Best possible score is 1.0 and it can be negative (because the model can be arbitrarily worse).
Reference [7][8][9]
Explained variance regression score:
If $\hat{y}$ is the estimated target output, y the corresponding (correct) target output, and Var is Variance, the square of the standard deviation, then the explained variance is estimated as follow:
$\texttt{explainedVariance}(y, \hat{y}) = 1 - \frac{Var{ y - \hat{y}}}{Var{y}}$
The best possible score is 1.0, lower values are worse because indicates noisy data.
#Evaluation
print("Mean absolute error: %.2f" % np.mean(np.absolute(test_y_hat - y_test)))
print("R2-score: %.2f" % r2_score(test_y_hat , y_test) )
print("Residual sum of squares (MSE): %.2f" % np.mean((test_y_hat - y_test) ** 2))
# Explained variance score: 1 is perfect prediction
print('Variance score: %.2f' % model.score(X_train, y_train))
Mean absolute error: 0.06
R2-score: 0.86
Residual sum of squares (MSE): 0.01
Variance score: 0.89
Plotting prediction vs true values
Let’s evaluate formely how is the relationship of data. Train and test split it is a good approach to use if it has sufficient data or a slow model to train.
import matplotlib.pyplot as plt
plt.scatter(y_test,predictions, color='green')
plt.title('Polynomial Regression',fontweight='bold', fontsize=14)
plt.xlabel('True values',fontsize=14)
plt.ylabel('Predictions',fontsize=14)
plt.savefig('Regression_results.png')
plt.show()
Machine Learning Implementation
%pip install keras
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pip install xgboost
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pip install vecstack
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pip install --upgrade scikit-learn
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%pip install tensorflow
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Note: you may need to restart the kernel to use updated packages.
%pip install --user vecstack
%pip install --upgrade --no-deps https://github.com/vecxoz/vecstack/archive/master.zip
Requirement already satisfied: vecstack in /home/familia/anaconda3/lib/python3.7/site-packages (0.4.0)
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Note: you may need to restart the kernel to use updated packages.
Collecting https://github.com/vecxoz/vecstack/archive/master.zip
Using cached https://github.com/vecxoz/vecstack/archive/master.zip
Building wheels for collected packages: vecstack
Building wheel for vecstack (setup.py) ... [?25ldone
[?25h Created wheel for vecstack: filename=vecstack-0.4.0-py3-none-any.whl size=20703 sha256=cc65e688d19e86ccb68f418b4ca9e27270b0fa4784872d0221a05bb04cd7ebec
Stored in directory: /tmp/pip-ephem-wheel-cache-u12fywx7/wheels/a1/b8/03/3da465207a9496eba3075acc9017feb15daa5a7fd78f5b697f
Successfully built vecstack
Installing collected packages: vecstack
Attempting uninstall: vecstack
Found existing installation: vecstack 0.4.0
Uninstalling vecstack-0.4.0:
Successfully uninstalled vecstack-0.4.0
Successfully installed vecstack-0.4.0
Note: you may need to restart the kernel to use updated packages.
#let's install the libraries to Machine Learning
from sklearn.linear_model import LinearRegression
from xgboost import XGBRegressor
from sklearn import linear_model
from sklearn.ensemble import RandomForestRegressor
from sklearn.ensemble import BaggingRegressor
from sklearn.neighbors import KNeighborsRegressor
from vecstack import stacking #remembering i will stack the weak learners
from sklearn.model_selection import cross_validate, cross_val_predict
from sklearn.ensemble import GradientBoostingRegressor
from sklearn.svm import SVR
from sklearn.ensemble import StackingRegressor
from sklearn.metrics import accuracy_score
from sklearn.model_selection import RepeatedKFold
from sklearn.ensemble import VotingRegressor
from sklearn.tree import DecisionTreeRegressor
#Dependencies
import tensorflow as tf
from tensorflow.python.keras.layers import Input, Dense
import keras
from keras.models import Sequential
from sklearn.model_selection import RepeatedStratifiedKFold
Ensemble methods¶
(Sklearn documentation)
The goal of ensemble methods is to combine the predictions of several base estimators built with a given learning algorithm in order to improve generalizability / robustness over a single estimator.
Boosting methods, base estimators are built sequentially and one tries to reduce the bias of the combined estimator. The motivation is to combine several weak models to produce a powerful ensemble.
Examples: AdaBoost, Gradient Tree Boosting, …
svr = SVR()
svr.fit(X_train, y_train)
SVR()
clf=GradientBoostingRegressor()
clf.fit(X_train,y_train)
GradientBoostingRegressor()
rf=RandomForestRegressor().fit(X_train, y_train)
y_hat_pred=rf.predict(X_test)
bg=BaggingRegressor()
bg.fit(X_train,y_train)
y_hat_bg=bg.predict(X_test)
knr=KNeighborsRegressor()
knr.fit(X_train,y_train)
y_hat_knr=knr.predict(X_test)
dtr = DecisionTreeRegressor()
dtr.fit(X_train,y_train)
DecisionTreeRegressor()
# get a list of models to evaluate then
def get_models():
models = dict()
models['svr'] = SVR()
models['clf'] = GradientBoostingRegressor()
models['rf'] = RandomForestRegressor()
models['bg'] = BaggingRegressor()
models['knr'] = KNeighborsRegressor()
models['dtr']=DecisionTreeRegressor()
return models
k-Fold Cross Validation
This technique requires more sophistication on estimative of data. k-Fold Cross validations systematically split up the train data into k-folds, fits the model on k-1 folds, evaluated it on the held-out fold, and repeats this process in each fold. Thus k different models have k several predictions and k different skills scores. Reference [10]
#Evaluate metric(s) by cross-validation and also record fit/score times (cv =k)
print("Evaluate metric(s) by cross-validation and also record fit/score times for each k fold")
scores = cross_validate(svr, X_train,y_train,cv=3,
scoring=('r2', 'neg_mean_squared_error'),
return_train_score=True)
print("SVR scores",scores['test_neg_mean_squared_error'])
scores = cross_validate(clf, X_train,y_train, cv=3,
scoring=('r2', 'neg_mean_squared_error'),
return_train_score=True)
print("clf scores", scores['test_neg_mean_squared_error'])
scores = cross_validate(rf, X_train,y_train, cv=3,
scoring=('r2', 'neg_mean_squared_error'),
return_train_score=True)
print("rf scores",scores['test_neg_mean_squared_error'])
scores = cross_validate(bg, X_train,y_train, cv=3,
scoring=('r2', 'neg_mean_squared_error'),
return_train_score=True)
print("bg scores",scores['test_neg_mean_squared_error'])
scores = cross_validate(knr, X_train,y_train, cv=3,
scoring=('r2', 'neg_mean_squared_error'),
return_train_score=True)
print("knr scores",scores['test_neg_mean_squared_error'])
scores = cross_validate(dtr, X_train,y_train, cv=3,
scoring=('r2', 'neg_mean_squared_error'),
return_train_score=True)
print("dtr scores",scores['test_neg_mean_squared_error'])
Evaluate metric(s) by cross-validation and also record fit/score times for each k fold
SVR scores [-0.00364037 -0.00363948 -0.00298433]
clf scores [-0.00205096 -0.00219778 -0.00159937]
rf scores [-0.00177616 -0.00189635 -0.00139517]
bg scores [-0.00195549 -0.00205266 -0.00158452]
knr scores [-0.00205769 -0.0025109 -0.00214366]
dtr scores [-0.00337633 -0.00323248 -0.00288518]
svr.fit( X_train,y_train)
clf.fit( X_train,y_train)
rf.fit( X_train,y_train)
knr.fit(X_train,y_train)
bg.fit(X_train,y_train)
dtr.fit(X_train,y_train)
DecisionTreeRegressor()
ereg = VotingRegressor([('svr', svr), ('clf', clf), ('rf', rf),('bg',bg),('knr',knr),('dtr',dtr)])
ereg.fit(X_train,y_train)
VotingRegressor(estimators=[('svr', SVR()),
('clf', GradientBoostingRegressor()),
('rf', RandomForestRegressor()),
('bg', BaggingRegressor()),
('knr', KNeighborsRegressor()),
('dtr', DecisionTreeRegressor())])
xt = X_test[:50]
pred1 = svr.predict(xt)
pred2 = clf.predict(xt)
pred3 = rf.predict(xt)
pred4 = bg.predict(xt)
pred5 = knr.predict(xt)
pred6 = dtr.predict(xt)
pred7 = ereg.predict(xt)
plt.figure(figsize=(11,8))
plt.plot(pred1, 'gd', label='SVR')
plt.plot(pred2, 'b^', label='CLF')
plt.plot(pred3, 'ys', label='RF')
plt.plot(pred4, 'b.', label='BG')
plt.plot(pred5, 'go', label='KNR')
plt.plot(pred6, 'y*', label='DTR')
plt.plot(pred7, 'r*', ms=15, label='VotingRegressor')
plt.tick_params(axis='x', which='both', bottom=False, top=False,
labelbottom=False)
fontsize = 20
fontweight = 'bold'
fontproperties = {'weight' : fontweight, 'size' : fontsize}
plt.ylabel('Predicted', fontproperties)
plt.xlabel('Training samples', fontproperties)
legend_properties = {'weight':'bold'}
plt.legend(loc="best",prop=legend_properties)
plt.title('Regressor predictions and their average', fontproperties)
plt.savefig('Regressor_predictions_their_average.png')
plt.show()
Implementing Stacking Generalization
“Stacked generalization is a method for combining estimators to reduce their biases. More precisely, the predictions of each individual estimator are stacked together and used as input to a final estimator to compute the prediction. This final estimator is trained through cross-validation.
The StackingClassifier and StackingRegressor provide such strategies which can be applied to classification and regression problems.” Reference[12]
The architecture of a stacking model involves two or more base models, often referred to as Base models, and a meta-model that combines the predictions of the base models, referred to as a level-1 model.
- Base-Models: Models fit on the training data and whose predictions >are compiled.
- Meta-Model: Model that learns how to best combine the predictions of the base models.
The meta-model is trained on the predictions made by base models on out-of-sample data. That is, data not used to train the base models is fed to the base models, predictions >are made, and these predictions, along with the expected outputs, provide the input and output pairs of the training dataset used to fit the meta-model.
The outputs from the base models used as input to the meta-model may be real value in the case of regression, and probability values, probability like values, or class labels in >the case of classification.
Reference [11]
from sklearn.base import TransformerMixin
from sklearn.datasets import make_regression
from sklearn.pipeline import Pipeline, FeatureUnion
from sklearn.model_selection import train_test_split
from sklearn.ensemble import RandomForestRegressor
from sklearn.neighbors import KNeighborsRegressor
from sklearn.svm import SVR
from sklearn.preprocessing import StandardScaler, PolynomialFeatures
from sklearn.linear_model import LinearRegression, Ridge
class SVRTransformer(SVR, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
class GradientBoostingRegressorTransformer(GradientBoostingRegressor, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
class BaggingRegressorTransformer(BaggingRegressor, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
class RandomForestRegressorTransformer(RandomForestRegressor, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
class KNeighborsTransformerTransformer(KNeighborsRegressor, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
class DecisionTreeRegressorTransformer(DecisionTreeRegressor, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
class RidgeTransformer(Ridge, TransformerMixin):
def transform(self, X, *_):
return self.predict(X).reshape(len(X), -1)
def build_model():
ridge_transformer = Pipeline(steps=[ #Meta-Model
('scaler', StandardScaler()),
('poly_feats', PolynomialFeatures()),
('ridge', RidgeTransformer())
])
#Base-Model
pred_union = FeatureUnion(
transformer_list=[
('svr', SVRTransformer()),
('clf',GradientBoostingRegressorTransformer()),
('bg',BaggingRegressorTransformer()),
('rf', RandomForestRegressorTransformer()),
('knr', KNeighborsTransformerTransformer()),
('dtr',DecisionTreeRegressorTransformer())
],
n_jobs=8
)
model = Pipeline(steps=[
('pred_union', pred_union),
('lin_regr', LinearRegression())])
return model
print('Build and fit a model...')
model = build_model()
model.fit(X_train, y_train)
Build and fit a model...
Pipeline(steps=[('pred_union',
FeatureUnion(n_jobs=8,
transformer_list=[('svr', SVRTransformer()),
('clf',
GradientBoostingRegressorTransformer()),
('bg',
BaggingRegressorTransformer()),
('rf',
RandomForestRegressorTransformer()),
('knr',
KNeighborsTransformerTransformer()),
('dtr',
DecisionTreeRegressorTransformer())])),
('lin_regr', LinearRegression())])
# evaluate a given model using cross-validation
def evaluate_model(model):
cv = RepeatedKFold(n_splits=10, n_repeats=3, random_state=1)
scores = cross_val_score(model, X, y, scoring='neg_mean_absolute_error', cv=cv, n_jobs=-1, error_score='raise')
return scores
# get the models to evaluate
models = get_models()
# evaluate the models and store results
results, names = list(), list()
for name, model in models.items():
scores = evaluate_model(model)
results.append(scores)
names.append(name)
print(names,"the standard deviation is",std(scores))
print(names,"the means is",mean(scores))
['svr', 'clf', 'rf', 'bg', 'knr', 'dtr'] the standard deviation is 0.0022643744849718986
['svr', 'clf', 'rf', 'bg', 'knr', 'dtr'] the means is -0.03068146164245278
import matplotlib.pyplot as plt
# plot model performance for comparison
plt.figure(figsize=(11,8))
plt.boxplot(results, labels=names, showmeans=True)
plt.title("Box Plot Model Negative Mean Absolute Error for Regression",fontweight='bold')
plt.savefig("boxplot_perform_comp_stacking.png")
plt.show()
score_stack_train = ereg.score(X_train, y_train)
score_stack_test = ereg.score(X_test, y_test)
y_pred_test=ereg.predict(X_test)
y_pred_train=ereg.predict(X_train)
print('Done. R2 Score: {:.2f}'.format( score_stack_train))
Done. R2 Score: 0.99
#coming back to dataframe
y_pred_train=pd.DataFrame(y_pred_train)
y_test=pd.DataFrame(y_test)
y_pred_train.rename(columns={0:"DT"})
| DT | |
|---|---|
| 0 | 0.268511 |
| 1 | 0.430818 |
| 2 | 0.157495 |
| 3 | 0.263083 |
| 4 | 0.621254 |
| 5 | 0.728516 |
| 6 | 0.181474 |
| 7 | 0.586436 |
| 8 | 0.408682 |
| 9 | 0.235782 |
| 10 | 0.205645 |
| 11 | 0.392371 |
| 12 | 0.530176 |
| 13 | 0.203187 |
| 14 | 0.452814 |
| 15 | 0.466378 |
| 16 | 0.806625 |
| 17 | 0.766394 |
| 18 | 0.677184 |
| 19 | 0.384326 |
| 20 | 0.686152 |
| 21 | 0.147397 |
| 22 | 0.272305 |
| 23 | 0.427653 |
| 24 | 0.320347 |
| 25 | 0.310661 |
| 26 | 0.164657 |
| 27 | 0.346438 |
| 28 | 0.351397 |
| 29 | 0.271083 |
| ... | ... |
| 2380 | 0.470538 |
| 2381 | 0.429279 |
| 2382 | 0.399002 |
| 2383 | 0.438983 |
| 2384 | 0.184635 |
| 2385 | 0.297982 |
| 2386 | 0.153010 |
| 2387 | 0.584431 |
| 2388 | 0.353024 |
| 2389 | 0.186229 |
| 2390 | 0.298676 |
| 2391 | 0.387961 |
| 2392 | 0.177112 |
| 2393 | 0.567971 |
| 2394 | 0.293639 |
| 2395 | 0.168545 |
| 2396 | 0.186472 |
| 2397 | 0.163682 |
| 2398 | 0.333429 |
| 2399 | 0.311809 |
| 2400 | 0.761882 |
| 2401 | 0.449683 |
| 2402 | 0.267623 |
| 2403 | 0.287954 |
| 2404 | 0.331881 |
| 2405 | 0.464953 |
| 2406 | 0.176841 |
| 2407 | 0.396966 |
| 2408 | 0.144466 |
| 2409 | 0.184125 |
2410 rows × 1 columns
y_pred_train=pd.DataFrame(y_test,index=y_test.index,copy=True)
print(y_pred_train)
DT
3059 0.265197
2130 0.380937
567 0.600470
2101 0.337835
2401 0.294903
2824 0.172421
936 0.406297
2943 0.190693
2325 0.241239
2702 0.157081
2262 0.289105
2709 0.164973
2240 0.058956
866 0.273194
1428 0.223197
3417 0.208901
2733 0.196254
1760 0.269448
308 0.665903
1604 0.478552
2131 0.365616
3040 0.134896
3030 0.057512
1487 0.176052
882 0.399978
1593 0.458755
1032 0.454225
2836 0.165007
1043 0.392651
1878 0.455743
... ...
1972 0.276342
1254 0.010905
1059 0.488507
743 0.530898
476 0.757956
1499 0.300430
3004 0.116010
3277 0.176780
1327 0.502321
762 0.322409
988 0.240367
977 0.275543
1732 0.339187
2680 0.146430
1127 0.498853
271 0.775012
2184 0.221635
369 0.793916
2248 0.367378
3232 0.121749
3301 0.175437
1457 0.431520
2509 0.169321
672 0.601477
2204 0.342070
655 0.276438
2641 0.135755
2151 0.350589
700 0.608746
1793 0.269224
[1034 rows x 1 columns]
import matplotlib.pyplot as plt
%matplotlib inline
plt.figure(figsize=(10,8))
plt.title("Velocity prediction",fontsize=20,fontweight='bold')
plt.plot(y_test,'+', markersize=np.sqrt(100.), label='Test')
plt.plot(y_pred_train,'*',markersize=np.sqrt(14.),label='prediction')
plt.xlim(right=4000)
plt.ylabel('Depth', fontsize=17)
plt.xlabel('Velocity', fontsize=17)
plt.legend(fontsize=17)
plt.savefig('vel_test_pred_stacked.png')
Deep Neural Network
According to François Chollet in his book Deep Learning with Python, deep learning is defined as:
- Deep learning is a specific subfield of machine learning: a new take on learning representations from data that puts an emphasis on learning successive layers of increasingly meaningful representations.
- How many layers contribute to a model of the data is called the depth of the model.
- Modern deep learning often involves ten or even hundreds of successive layers of representations and they’ve all learned automatically from exposure to train data. Meanwhile, other approaches to machine learning tend to focus on learning only one or two layers of representations of the data; hence, there’re sometimes called shallow learning.
Reference[13]
Before to construct the DNN it’s mister to develop the following steps:
- Preprocess and load data
- Define Model
- Loss and Optimizer
- Tune data
- Fit model
- Evaluate
How the DNN is designed?
Since each input feature is connected to each neuron in the hidden layer, the total number of connections is the product of the input feature size (m) and the hidden layer size (n). Since each connection is associated with a weight parameter, the number of weight parameters is m x n. Each output neuron is associated with one bias parameter, hence the number of bias parameters is n. The total number of trainable parameters = m x n + n Reference [14]
To perform the neural network this Project used Keras library. Keras is open-source designed in Python. Capable to execute under TensorFlow deep neural networks in a fast experimentation focused on being user-friendily, modular and extensible. Reference[15]
Evaluate Deep Learning models
Let’s evaluate using Cross Validation for a multi-layers neural network for the problem. This step is known by Grid Search, it’s evaluation of different configurations for DNN (deep neural network) model in order to provide the best estimated performance.
Using the function KerasClassifier we will pass argumets that will be bundled up and passed on to the fit function called KerasClassifier.
After that, the cross validation score will evaluate our model printing the results.
all_wells_dropped.head()
| Depth | CALI | DT | GR | NPHI | RHOB | SP | Well | |
|---|---|---|---|---|---|---|---|---|
| 0 | 1943.1000 | 8.2527 | 78.5189 | 38.6367 | 0.0913 | 2.4194 | -72.5208 | P1 |
| 1 | 1943.2524 | 8.2281 | 80.5339 | 38.6938 | 0.1143 | 2.3749 | -71.9375 | P1 |
| 2 | 1943.4048 | 8.2048 | 81.0742 | 38.4738 | 0.1363 | 2.3463 | -71.5417 | P1 |
| 3 | 1943.5572 | 8.2054 | 79.7949 | 38.8205 | 0.1543 | 2.3396 | -70.8958 | P1 |
| 4 | 1976.0184 | 8.6701 | 81.7513 | 39.8795 | 0.1612 | 2.3118 | -68.1667 | P1 |
import numpy as np
dataset= all_wells_dropped
dataset.head()
#normalizing the data
from sklearn.preprocessing import MinMaxScaler
X = dataset.drop(['DT','Well'],axis=1) #it has been normalized
y = dataset['DT']
Now the data set it’s read to train and split
X_train2,X_test2,y_train2,y_test2=train_test_split(X,y,test_size=0.3)
from keras.models import Sequential
from keras.layers import Dense
from keras.wrappers.scikit_learn import KerasRegressor
from sklearn.model_selection import GridSearchCV
from keras.utils import np_utils
import keras
import tensorflow
create_model() function is defined to take two arguments optimizer and init, both of which must have default values. This will allow us to evaluate the effect of using different optimization algorithms and weight initialization schemes for our network
Regression neural networks the metrics adopted was RMSE.
Root Mean Squared Error (RMSE) measures the average magnitude of the error by taking the square root of the average of squared differences between prediction and actual observation. Reference[16]
# Function to create model, required for KerasClassifier
def create_model(optimizer='rmsprop', init='glorot_uniform'):
# create model
model = Sequential()
model.add(Dense(9, input_dim=6, kernel_initializer='normal', activation='relu'))
model.add(Dense(100, kernel_initializer=init, activation='relu'))
model.add(Dense(1, kernel_initializer=init, activation='linear'))
# Compile model
model.compile(loss='mae', optimizer=optimizer, metrics=['acc','mean_squared_error'])
return model
# create model
model = KerasRegressor(build_fn=create_model, verbose=0)
# define the grid search parameters
optimizers = ['rmsprop', 'adam']
init = ['glorot_uniform', 'normal', 'uniform']
batch_size = [64]
epochs = [100,500]
param_grid = dict(optimizer=optimizers,batch_size=batch_size, epochs=epochs, init=init)
grid = GridSearchCV(estimator=model, param_grid=param_grid, n_jobs=1, cv=3)
grid_result = grid.fit(X_train2, y_train2)
# summarize results
print("Best: %f using %s" % (grid_result.best_score_, grid_result.best_params_))
means = grid_result.cv_results_['mean_test_score']
stds = grid_result.cv_results_['std_test_score']
params = grid_result.cv_results_['params']
for mean, stdev, param in zip(means, stds, params):
print("%f (%f) with: %r" % (mean, stdev, param))
Best: -5.449850 using {'batch_size': 64, 'epochs': 500, 'init': 'normal', 'optimizer': 'adam'}
-8.536304 (0.778030) with: {'batch_size': 64, 'epochs': 100, 'init': 'glorot_uniform', 'optimizer': 'rmsprop'}
-7.883036 (0.506985) with: {'batch_size': 64, 'epochs': 100, 'init': 'glorot_uniform', 'optimizer': 'adam'}
-7.388650 (0.161748) with: {'batch_size': 64, 'epochs': 100, 'init': 'normal', 'optimizer': 'rmsprop'}
-7.804408 (0.857738) with: {'batch_size': 64, 'epochs': 100, 'init': 'normal', 'optimizer': 'adam'}
-13.669284 (8.199552) with: {'batch_size': 64, 'epochs': 100, 'init': 'uniform', 'optimizer': 'rmsprop'}
-7.561149 (0.197162) with: {'batch_size': 64, 'epochs': 100, 'init': 'uniform', 'optimizer': 'adam'}
-8.486096 (0.723958) with: {'batch_size': 64, 'epochs': 500, 'init': 'glorot_uniform', 'optimizer': 'rmsprop'}
-5.701967 (0.882026) with: {'batch_size': 64, 'epochs': 500, 'init': 'glorot_uniform', 'optimizer': 'adam'}
-6.509453 (0.732659) with: {'batch_size': 64, 'epochs': 500, 'init': 'normal', 'optimizer': 'rmsprop'}
-5.449850 (0.254524) with: {'batch_size': 64, 'epochs': 500, 'init': 'normal', 'optimizer': 'adam'}
-6.195751 (0.393770) with: {'batch_size': 64, 'epochs': 500, 'init': 'uniform', 'optimizer': 'rmsprop'}
-5.554017 (0.523908) with: {'batch_size': 64, 'epochs': 500, 'init': 'uniform', 'optimizer': 'adam'}
Best: -4.821093 using {‘batch_size’: 64, ‘epochs’: 500, ‘init’: ‘normal’, ‘optimizer’: ‘adam’}
The input is 8 values in total but I want to predict only one…. so the DNN will be:
optimizer_final='rmsprop'
epochs_final=500
batch_size_final=64
import keras
from keras.models import Sequential
from keras.layers import Dense
model=Sequential()
model.add(Dense(200,input_dim=6,activation='relu'))
model.add(Dense(500,activation='relu'))
model.add(Dense(1,activation='linear'))
model.summary()
Model: "sequential_76"
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
dense_226 (Dense) (None, 200) 1400
_________________________________________________________________
dense_227 (Dense) (None, 500) 100500
_________________________________________________________________
dense_228 (Dense) (None, 1) 501
=================================================================
Total params: 102,401
Trainable params: 102,401
Non-trainable params: 0
_________________________________________________________________
from keras.optimizers import SGD
# Compile model
epochs = 500
learning_rate = 0.01
decay_rate = learning_rate / epochs
momentum = 0.8
sgd = SGD(lr=learning_rate, momentum=momentum, decay=decay_rate, nesterov=False)
model.compile(optimizer='adam',loss='mae',metrics=['acc','mean_squared_error'])
y_train2=y_train2.squeeze()
Training model
history=model.fit(X_train2,y_train2,validation_data=(X_test2, y_test2),epochs=epochs_final,batch_size=batch_size_final)
Train on 2410 samples, validate on 1034 samples
Epoch 1/500
2410/2410 [==============================] - 2s 764us/step - loss: 62.6382 - acc: 0.0000e+00 - mean_squared_error: 5846.4131 - val_loss: 49.2947 - val_acc: 0.0000e+00 - val_mean_squared_error: 2923.6165
Epoch 2/500
2410/2410 [==============================] - 1s 255us/step - loss: 30.6027 - acc: 4.1494e-04 - mean_squared_error: 1424.0314 - val_loss: 24.4906 - val_acc: 0.0000e+00 - val_mean_squared_error: 920.7399
Epoch 3/500
2410/2410 [==============================] - 1s 280us/step - loss: 20.1763 - acc: 0.0000e+00 - mean_squared_error: 640.7326 - val_loss: 19.6884 - val_acc: 0.0000e+00 - val_mean_squared_error: 560.6270
Epoch 4/500
2410/2410 [==============================] - 1s 237us/step - loss: 25.1532 - acc: 0.0000e+00 - mean_squared_error: 1077.5490 - val_loss: 31.9664 - val_acc: 0.0000e+00 - val_mean_squared_error: 1338.4003
Epoch 5/500
2410/2410 [==============================] - 1s 287us/step - loss: 19.9505 - acc: 8.2988e-04 - mean_squared_error: 583.0226 - val_loss: 13.1704 - val_acc: 0.0000e+00 - val_mean_squared_error: 253.2818
Epoch 6/500
2410/2410 [==============================] - 1s 346us/step - loss: 13.9098 - acc: 0.0000e+00 - mean_squared_error: 297.9402 - val_loss: 11.0172 - val_acc: 0.0000e+00 - val_mean_squared_error: 188.3997
Epoch 7/500
2410/2410 [==============================] - 1s 296us/step - loss: 13.2064 - acc: 4.1494e-04 - mean_squared_error: 282.0193 - val_loss: 9.7483 - val_acc: 0.0000e+00 - val_mean_squared_error: 157.0303
Epoch 8/500
2410/2410 [==============================] - 1s 330us/step - loss: 15.4772 - acc: 4.1494e-04 - mean_squared_error: 363.3804 - val_loss: 10.6169 - val_acc: 0.0174 - val_mean_squared_error: 178.4238
Epoch 9/500
2410/2410 [==============================] - 1s 295us/step - loss: 16.0882 - acc: 0.0012 - mean_squared_error: 399.2712 - val_loss: 26.1733 - val_acc: 0.0000e+00 - val_mean_squared_error: 931.3972
Epoch 10/500
2410/2410 [==============================] - 1s 336us/step - loss: 19.5751 - acc: 0.0000e+00 - mean_squared_error: 644.3089 - val_loss: 9.7443 - val_acc: 0.0000e+00 - val_mean_squared_error: 154.1732
Epoch 11/500
2410/2410 [==============================] - 1s 319us/step - loss: 13.9441 - acc: 0.0000e+00 - mean_squared_error: 324.4680 - val_loss: 9.4889 - val_acc: 0.0000e+00 - val_mean_squared_error: 147.2893
Epoch 12/500
2410/2410 [==============================] - 1s 335us/step - loss: 10.1513 - acc: 4.1494e-04 - mean_squared_error: 161.3104 - val_loss: 10.0295 - val_acc: 0.0174 - val_mean_squared_error: 162.2594
Epoch 13/500
2410/2410 [==============================] - 1s 332us/step - loss: 14.3268 - acc: 0.0012 - mean_squared_error: 312.3040 - val_loss: 8.5928 - val_acc: 0.0000e+00 - val_mean_squared_error: 126.7863
Epoch 14/500
2410/2410 [==============================] - 1s 323us/step - loss: 10.8167 - acc: 0.0000e+00 - mean_squared_error: 181.3923 - val_loss: 9.1751 - val_acc: 0.0000e+00 - val_mean_squared_error: 137.1311
Epoch 15/500
2410/2410 [==============================] - 1s 312us/step - loss: 9.8316 - acc: 0.0000e+00 - mean_squared_error: 152.2982 - val_loss: 9.8046 - val_acc: 0.0000e+00 - val_mean_squared_error: 155.2306
Epoch 16/500
2410/2410 [==============================] - 1s 322us/step - loss: 11.7443 - acc: 4.1494e-04 - mean_squared_error: 212.4193 - val_loss: 8.3130 - val_acc: 0.0000e+00 - val_mean_squared_error: 119.3768
Epoch 17/500
2410/2410 [==============================] - 1s 300us/step - loss: 9.0111 - acc: 0.0000e+00 - mean_squared_error: 127.1172 - val_loss: 8.5274 - val_acc: 0.0000e+00 - val_mean_squared_error: 123.0954
Epoch 18/500
2410/2410 [==============================] - 1s 272us/step - loss: 11.6003 - acc: 0.0000e+00 - mean_squared_error: 214.5835 - val_loss: 10.4197 - val_acc: 0.0000e+00 - val_mean_squared_error: 169.8457
Epoch 19/500
2410/2410 [==============================] - 1s 334us/step - loss: 12.1384 - acc: 4.1494e-04 - mean_squared_error: 223.4148 - val_loss: 10.5715 - val_acc: 0.0000e+00 - val_mean_squared_error: 173.3858
Epoch 20/500
2410/2410 [==============================] - 1s 333us/step - loss: 10.1915 - acc: 0.0000e+00 - mean_squared_error: 159.6296 - val_loss: 11.8009 - val_acc: 0.0000e+00 - val_mean_squared_error: 210.5584
Epoch 21/500
2410/2410 [==============================] - 1s 334us/step - loss: 11.3198 - acc: 8.2988e-04 - mean_squared_error: 193.3798 - val_loss: 10.9870 - val_acc: 0.0000e+00 - val_mean_squared_error: 184.9748
Epoch 22/500
2410/2410 [==============================] - 1s 366us/step - loss: 9.8462 - acc: 4.1494e-04 - mean_squared_error: 150.3927 - val_loss: 8.6538 - val_acc: 0.0000e+00 - val_mean_squared_error: 126.3292
Epoch 23/500
2410/2410 [==============================] - 1s 294us/step - loss: 10.4857 - acc: 4.1494e-04 - mean_squared_error: 171.3197 - val_loss: 14.4500 - val_acc: 0.0000e+00 - val_mean_squared_error: 300.8093
Epoch 24/500
2410/2410 [==============================] - 1s 275us/step - loss: 9.5590 - acc: 4.1494e-04 - mean_squared_error: 145.4028 - val_loss: 10.6569 - val_acc: 0.0000e+00 - val_mean_squared_error: 174.4298
Epoch 25/500
2410/2410 [==============================] - 1s 270us/step - loss: 10.4700 - acc: 4.1494e-04 - mean_squared_error: 169.8208 - val_loss: 13.8272 - val_acc: 0.0000e+00 - val_mean_squared_error: 272.3176
Epoch 26/500
2410/2410 [==============================] - 1s 318us/step - loss: 9.0755 - acc: 0.0037 - mean_squared_error: 129.0074 - val_loss: 8.8308 - val_acc: 9.6712e-04 - val_mean_squared_error: 130.1196
Epoch 27/500
2410/2410 [==============================] - 1s 256us/step - loss: 8.9296 - acc: 8.2988e-04 - mean_squared_error: 122.7749 - val_loss: 8.9594 - val_acc: 9.6712e-04 - val_mean_squared_error: 128.6316
Epoch 28/500
2410/2410 [==============================] - 1s 277us/step - loss: 11.5229 - acc: 4.1494e-04 - mean_squared_error: 220.5235 - val_loss: 9.6011 - val_acc: 9.6712e-04 - val_mean_squared_error: 147.0919
Epoch 29/500
2410/2410 [==============================] - 1s 307us/step - loss: 17.0668 - acc: 0.0000e+00 - mean_squared_error: 458.6248 - val_loss: 9.0166 - val_acc: 9.6712e-04 - val_mean_squared_error: 130.9268
Epoch 30/500
2410/2410 [==============================] - 1s 295us/step - loss: 10.3282 - acc: 0.0000e+00 - mean_squared_error: 167.2497 - val_loss: 8.9320 - val_acc: 9.6712e-04 - val_mean_squared_error: 128.3123
Epoch 31/500
2410/2410 [==============================] - 1s 264us/step - loss: 15.7056 - acc: 0.0000e+00 - mean_squared_error: 376.0550 - val_loss: 8.6068 - val_acc: 0.0000e+00 - val_mean_squared_error: 122.5031
Epoch 32/500
2410/2410 [==============================] - 1s 242us/step - loss: 10.0347 - acc: 4.1494e-04 - mean_squared_error: 158.6608 - val_loss: 9.0098 - val_acc: 9.6712e-04 - val_mean_squared_error: 129.3922
Epoch 33/500
2410/2410 [==============================] - 1s 358us/step - loss: 10.3796 - acc: 0.0000e+00 - mean_squared_error: 164.5026 - val_loss: 8.3043 - val_acc: 0.0000e+00 - val_mean_squared_error: 114.8220
Epoch 34/500
2410/2410 [==============================] - 1s 289us/step - loss: 9.5801 - acc: 0.0000e+00 - mean_squared_error: 141.8294 - val_loss: 8.9561 - val_acc: 0.0000e+00 - val_mean_squared_error: 129.8605
Epoch 35/500
2410/2410 [==============================] - 1s 232us/step - loss: 9.4606 - acc: 0.0037 - mean_squared_error: 138.9807 - val_loss: 8.1968 - val_acc: 0.0000e+00 - val_mean_squared_error: 114.0558
Epoch 36/500
2410/2410 [==============================] - 1s 271us/step - loss: 9.4040 - acc: 8.2988e-04 - mean_squared_error: 137.9538 - val_loss: 8.8211 - val_acc: 0.0000e+00 - val_mean_squared_error: 124.5002
Epoch 37/500
2410/2410 [==============================] - 1s 349us/step - loss: 8.6088 - acc: 4.1494e-04 - mean_squared_error: 113.7918 - val_loss: 7.8606 - val_acc: 0.0000e+00 - val_mean_squared_error: 105.4059
Epoch 38/500
2410/2410 [==============================] - 1s 307us/step - loss: 8.5783 - acc: 8.2988e-04 - mean_squared_error: 115.0159 - val_loss: 8.0847 - val_acc: 0.0000e+00 - val_mean_squared_error: 109.9922
Epoch 39/500
2410/2410 [==============================] - 1s 255us/step - loss: 8.0415 - acc: 0.0000e+00 - mean_squared_error: 99.6229 - val_loss: 8.6182 - val_acc: 0.0000e+00 - val_mean_squared_error: 120.2474
Epoch 40/500
2410/2410 [==============================] - 1s 287us/step - loss: 9.2124 - acc: 8.2988e-04 - mean_squared_error: 133.4846 - val_loss: 8.5753 - val_acc: 0.0000e+00 - val_mean_squared_error: 120.5766
Epoch 41/500
2410/2410 [==============================] - 1s 288us/step - loss: 8.5289 - acc: 4.1494e-04 - mean_squared_error: 112.2759 - val_loss: 9.0400 - val_acc: 9.6712e-04 - val_mean_squared_error: 130.0172
Epoch 42/500
2410/2410 [==============================] - 1s 297us/step - loss: 8.0103 - acc: 4.1494e-04 - mean_squared_error: 100.2503 - val_loss: 9.0102 - val_acc: 9.6712e-04 - val_mean_squared_error: 131.8970
Epoch 43/500
2410/2410 [==============================] - 1s 291us/step - loss: 8.9119 - acc: 0.0029 - mean_squared_error: 123.6395 - val_loss: 11.4870 - val_acc: 0.0000e+00 - val_mean_squared_error: 198.6260
Epoch 44/500
2410/2410 [==============================] - 1s 315us/step - loss: 8.9888 - acc: 4.1494e-04 - mean_squared_error: 123.3225 - val_loss: 7.5365 - val_acc: 9.6712e-04 - val_mean_squared_error: 97.9549
Epoch 45/500
2410/2410 [==============================] - 1s 303us/step - loss: 8.5317 - acc: 4.1494e-04 - mean_squared_error: 112.7147 - val_loss: 13.1739 - val_acc: 0.0000e+00 - val_mean_squared_error: 251.4904
Epoch 46/500
2410/2410 [==============================] - 1s 337us/step - loss: 13.5560 - acc: 4.1494e-04 - mean_squared_error: 286.2943 - val_loss: 7.9915 - val_acc: 0.0000e+00 - val_mean_squared_error: 103.8379
Epoch 47/500
2410/2410 [==============================] - 1s 314us/step - loss: 11.5366 - acc: 0.0000e+00 - mean_squared_error: 206.0023 - val_loss: 9.4289 - val_acc: 0.0029 - val_mean_squared_error: 142.2824
Epoch 48/500
2410/2410 [==============================] - 1s 348us/step - loss: 9.1842 - acc: 8.2988e-04 - mean_squared_error: 130.2047 - val_loss: 11.5759 - val_acc: 0.0000e+00 - val_mean_squared_error: 198.3707
Epoch 49/500
2410/2410 [==============================] - 1s 256us/step - loss: 9.3999 - acc: 4.1494e-04 - mean_squared_error: 134.3312 - val_loss: 7.6449 - val_acc: 9.6712e-04 - val_mean_squared_error: 98.7664
Epoch 50/500
2410/2410 [==============================] - 1s 272us/step - loss: 8.0924 - acc: 0.0017 - mean_squared_error: 101.1817 - val_loss: 7.5894 - val_acc: 0.0000e+00 - val_mean_squared_error: 98.5256
Epoch 51/500
2410/2410 [==============================] - 1s 264us/step - loss: 7.9072 - acc: 4.1494e-04 - mean_squared_error: 97.3807 - val_loss: 7.4248 - val_acc: 0.0000e+00 - val_mean_squared_error: 94.7192
Epoch 52/500
2410/2410 [==============================] - 1s 280us/step - loss: 9.0502 - acc: 0.0017 - mean_squared_error: 127.3547 - val_loss: 7.6223 - val_acc: 9.6712e-04 - val_mean_squared_error: 97.0313
Epoch 53/500
2410/2410 [==============================] - 1s 282us/step - loss: 9.3476 - acc: 8.2988e-04 - mean_squared_error: 134.2233 - val_loss: 9.5990 - val_acc: 9.6712e-04 - val_mean_squared_error: 146.0256
Epoch 54/500
2410/2410 [==============================] - 1s 279us/step - loss: 8.3115 - acc: 8.2988e-04 - mean_squared_error: 106.8651 - val_loss: 7.4025 - val_acc: 0.0000e+00 - val_mean_squared_error: 94.4533
Epoch 55/500
2410/2410 [==============================] - 1s 270us/step - loss: 9.0587 - acc: 0.0000e+00 - mean_squared_error: 129.3549 - val_loss: 9.5266 - val_acc: 0.0000e+00 - val_mean_squared_error: 144.4561
Epoch 56/500
2410/2410 [==============================] - 1s 283us/step - loss: 8.1728 - acc: 0.0025 - mean_squared_error: 104.8576 - val_loss: 8.0603 - val_acc: 0.0000e+00 - val_mean_squared_error: 109.5343
Epoch 57/500
2410/2410 [==============================] - 1s 390us/step - loss: 8.8365 - acc: 0.0000e+00 - mean_squared_error: 124.2232 - val_loss: 8.1838 - val_acc: 0.0000e+00 - val_mean_squared_error: 112.0857
Epoch 58/500
2410/2410 [==============================] - 1s 268us/step - loss: 8.4989 - acc: 0.0000e+00 - mean_squared_error: 112.3035 - val_loss: 7.8355 - val_acc: 9.6712e-04 - val_mean_squared_error: 102.4069
Epoch 59/500
2410/2410 [==============================] - 1s 365us/step - loss: 9.5468 - acc: 8.2988e-04 - mean_squared_error: 139.9016 - val_loss: 8.3035 - val_acc: 0.0000e+00 - val_mean_squared_error: 113.0303
Epoch 60/500
2410/2410 [==============================] - 1s 280us/step - loss: 8.0343 - acc: 0.0000e+00 - mean_squared_error: 100.7150 - val_loss: 8.5795 - val_acc: 9.6712e-04 - val_mean_squared_error: 120.5266
Epoch 61/500
2410/2410 [==============================] - 1s 320us/step - loss: 8.2168 - acc: 4.1494e-04 - mean_squared_error: 104.4858 - val_loss: 7.3042 - val_acc: 0.0000e+00 - val_mean_squared_error: 91.6060
Epoch 62/500
2410/2410 [==============================] - 1s 390us/step - loss: 8.2872 - acc: 0.0000e+00 - mean_squared_error: 105.2999 - val_loss: 11.6795 - val_acc: 0.0000e+00 - val_mean_squared_error: 204.6554
Epoch 63/500
2410/2410 [==============================] - 1s 288us/step - loss: 7.9947 - acc: 4.1494e-04 - mean_squared_error: 99.9644 - val_loss: 7.0921 - val_acc: 0.0000e+00 - val_mean_squared_error: 87.1329
Epoch 64/500
2410/2410 [==============================] - 1s 318us/step - loss: 7.9534 - acc: 0.0021 - mean_squared_error: 99.5546 - val_loss: 7.0242 - val_acc: 0.0000e+00 - val_mean_squared_error: 85.8580
Epoch 65/500
2410/2410 [==============================] - 1s 305us/step - loss: 8.9747 - acc: 0.0000e+00 - mean_squared_error: 127.3223 - val_loss: 7.8145 - val_acc: 0.0000e+00 - val_mean_squared_error: 102.4186
Epoch 66/500
2410/2410 [==============================] - 1s 344us/step - loss: 9.4703 - acc: 0.0000e+00 - mean_squared_error: 139.6841 - val_loss: 7.0659 - val_acc: 0.0000e+00 - val_mean_squared_error: 87.2059
Epoch 67/500
2410/2410 [==============================] - 1s 299us/step - loss: 7.8805 - acc: 4.1494e-04 - mean_squared_error: 98.4363 - val_loss: 6.9843 - val_acc: 0.0000e+00 - val_mean_squared_error: 84.8653
Epoch 68/500
2410/2410 [==============================] - 1s 321us/step - loss: 7.5335 - acc: 0.0000e+00 - mean_squared_error: 88.4874 - val_loss: 7.0867 - val_acc: 0.0000e+00 - val_mean_squared_error: 87.1486
Epoch 69/500
2410/2410 [==============================] - 1s 355us/step - loss: 9.8550 - acc: 4.1494e-04 - mean_squared_error: 149.6004 - val_loss: 7.8372 - val_acc: 0.0000e+00 - val_mean_squared_error: 103.6108
Epoch 70/500
2410/2410 [==============================] - 1s 274us/step - loss: 9.2186 - acc: 0.0000e+00 - mean_squared_error: 131.8954 - val_loss: 7.1210 - val_acc: 9.6712e-04 - val_mean_squared_error: 86.7866
Epoch 71/500
2410/2410 [==============================] - 1s 293us/step - loss: 7.3141 - acc: 0.0000e+00 - mean_squared_error: 83.7453 - val_loss: 7.2893 - val_acc: 0.0000e+00 - val_mean_squared_error: 91.1944
Epoch 72/500
2410/2410 [==============================] - 1s 337us/step - loss: 7.5994 - acc: 8.2988e-04 - mean_squared_error: 89.9435 - val_loss: 6.8919 - val_acc: 0.0000e+00 - val_mean_squared_error: 83.6072
Epoch 73/500
2410/2410 [==============================] - 1s 321us/step - loss: 8.4020 - acc: 8.2988e-04 - mean_squared_error: 110.4686 - val_loss: 7.0493 - val_acc: 0.0000e+00 - val_mean_squared_error: 86.7902
Epoch 74/500
2410/2410 [==============================] - 1s 318us/step - loss: 7.2622 - acc: 0.0000e+00 - mean_squared_error: 82.9544 - val_loss: 6.7707 - val_acc: 0.0000e+00 - val_mean_squared_error: 80.5662
Epoch 75/500
2410/2410 [==============================] - 1s 328us/step - loss: 7.0946 - acc: 0.0000e+00 - mean_squared_error: 79.1866 - val_loss: 6.8188 - val_acc: 0.0000e+00 - val_mean_squared_error: 81.7177
Epoch 76/500
2410/2410 [==============================] - 1s 330us/step - loss: 7.7633 - acc: 0.0000e+00 - mean_squared_error: 95.8098 - val_loss: 10.5912 - val_acc: 0.0000e+00 - val_mean_squared_error: 168.2017
Epoch 77/500
2410/2410 [==============================] - 1s 391us/step - loss: 8.8328 - acc: 4.1494e-04 - mean_squared_error: 122.1429 - val_loss: 8.5909 - val_acc: 0.0000e+00 - val_mean_squared_error: 118.8469
Epoch 78/500
2410/2410 [==============================] - 1s 301us/step - loss: 7.7953 - acc: 0.0012 - mean_squared_error: 96.0277 - val_loss: 7.4356 - val_acc: 0.0000e+00 - val_mean_squared_error: 91.7317
Epoch 79/500
2410/2410 [==============================] - 1s 273us/step - loss: 7.3244 - acc: 4.1494e-04 - mean_squared_error: 83.3622 - val_loss: 6.9094 - val_acc: 9.6712e-04 - val_mean_squared_error: 83.0398
Epoch 80/500
2410/2410 [==============================] - 1s 260us/step - loss: 7.2026 - acc: 8.2988e-04 - mean_squared_error: 81.2050 - val_loss: 6.7055 - val_acc: 0.0000e+00 - val_mean_squared_error: 79.2043
Epoch 81/500
2410/2410 [==============================] - 1s 372us/step - loss: 8.2384 - acc: 4.1494e-04 - mean_squared_error: 104.6923 - val_loss: 6.7936 - val_acc: 0.0000e+00 - val_mean_squared_error: 81.1477
Epoch 82/500
2410/2410 [==============================] - 1s 342us/step - loss: 7.1225 - acc: 0.0000e+00 - mean_squared_error: 79.1583 - val_loss: 7.1243 - val_acc: 9.6712e-04 - val_mean_squared_error: 84.6046
Epoch 83/500
2410/2410 [==============================] - 1s 331us/step - loss: 7.3676 - acc: 0.0021 - mean_squared_error: 84.6711 - val_loss: 7.1353 - val_acc: 9.6712e-04 - val_mean_squared_error: 88.6360
Epoch 84/500
2410/2410 [==============================] - 1s 306us/step - loss: 7.9533 - acc: 0.0017 - mean_squared_error: 97.1988 - val_loss: 8.0491 - val_acc: 0.0019 - val_mean_squared_error: 106.4164
Epoch 85/500
2410/2410 [==============================] - 1s 328us/step - loss: 8.3373 - acc: 0.0025 - mean_squared_error: 106.3040 - val_loss: 7.0462 - val_acc: 0.0000e+00 - val_mean_squared_error: 86.2489
Epoch 86/500
2410/2410 [==============================] - 1s 315us/step - loss: 7.4513 - acc: 0.0029 - mean_squared_error: 87.8027 - val_loss: 6.5649 - val_acc: 0.0000e+00 - val_mean_squared_error: 76.2275
Epoch 87/500
2410/2410 [==============================] - 1s 293us/step - loss: 7.2286 - acc: 0.0012 - mean_squared_error: 82.3577 - val_loss: 8.1510 - val_acc: 0.0000e+00 - val_mean_squared_error: 110.0288
Epoch 88/500
2410/2410 [==============================] - 1s 301us/step - loss: 8.1029 - acc: 4.1494e-04 - mean_squared_error: 103.0149 - val_loss: 6.5848 - val_acc: 0.0000e+00 - val_mean_squared_error: 76.8444
Epoch 89/500
2410/2410 [==============================] - 1s 328us/step - loss: 7.5183 - acc: 0.0017 - mean_squared_error: 89.7049 - val_loss: 10.2718 - val_acc: 0.0000e+00 - val_mean_squared_error: 159.2107
Epoch 90/500
2410/2410 [==============================] - 1s 366us/step - loss: 9.6639 - acc: 0.0000e+00 - mean_squared_error: 142.3998 - val_loss: 15.6168 - val_acc: 0.0000e+00 - val_mean_squared_error: 328.4777
Epoch 91/500
2410/2410 [==============================] - 1s 297us/step - loss: 9.2704 - acc: 4.1494e-04 - mean_squared_error: 144.5558 - val_loss: 6.6478 - val_acc: 0.0000e+00 - val_mean_squared_error: 77.4877
Epoch 92/500
2410/2410 [==============================] - 1s 255us/step - loss: 6.9402 - acc: 4.1494e-04 - mean_squared_error: 75.3650 - val_loss: 6.8504 - val_acc: 0.0000e+00 - val_mean_squared_error: 81.7173
Epoch 93/500
2410/2410 [==============================] - 1s 295us/step - loss: 7.0511 - acc: 4.1494e-04 - mean_squared_error: 79.0702 - val_loss: 9.1237 - val_acc: 0.0000e+00 - val_mean_squared_error: 131.0986
Epoch 94/500
2410/2410 [==============================] - 1s 313us/step - loss: 8.5291 - acc: 4.1494e-04 - mean_squared_error: 111.8279 - val_loss: 7.8796 - val_acc: 0.0000e+00 - val_mean_squared_error: 103.8988
Epoch 95/500
2410/2410 [==============================] - 1s 290us/step - loss: 9.7398 - acc: 4.1494e-04 - mean_squared_error: 148.6706 - val_loss: 8.5560 - val_acc: 0.0000e+00 - val_mean_squared_error: 116.9468
Epoch 96/500
2410/2410 [==============================] - 1s 314us/step - loss: 7.5566 - acc: 8.2988e-04 - mean_squared_error: 88.4346 - val_loss: 6.6207 - val_acc: 0.0000e+00 - val_mean_squared_error: 78.0401
Epoch 97/500
2410/2410 [==============================] - 1s 309us/step - loss: 6.8593 - acc: 0.0012 - mean_squared_error: 73.0794 - val_loss: 7.2719 - val_acc: 9.6712e-04 - val_mean_squared_error: 88.8139
Epoch 98/500
2410/2410 [==============================] - 1s 305us/step - loss: 7.2523 - acc: 0.0021 - mean_squared_error: 81.9793 - val_loss: 6.9339 - val_acc: 9.6712e-04 - val_mean_squared_error: 84.0031
Epoch 99/500
2410/2410 [==============================] - 1s 297us/step - loss: 7.2375 - acc: 0.0000e+00 - mean_squared_error: 81.8429 - val_loss: 6.6402 - val_acc: 0.0000e+00 - val_mean_squared_error: 78.9355
Epoch 100/500
2410/2410 [==============================] - 1s 236us/step - loss: 6.7081 - acc: 0.0029 - mean_squared_error: 71.7144 - val_loss: 7.6595 - val_acc: 0.0000e+00 - val_mean_squared_error: 98.0057
Epoch 101/500
2410/2410 [==============================] - 0s 207us/step - loss: 7.1503 - acc: 0.0017 - mean_squared_error: 79.8721 - val_loss: 6.2691 - val_acc: 0.0000e+00 - val_mean_squared_error: 70.6295
Epoch 102/500
2410/2410 [==============================] - 1s 320us/step - loss: 7.0288 - acc: 0.0000e+00 - mean_squared_error: 77.9843 - val_loss: 6.5324 - val_acc: 0.0000e+00 - val_mean_squared_error: 73.1469
Epoch 103/500
2410/2410 [==============================] - 1s 318us/step - loss: 6.6980 - acc: 0.0017 - mean_squared_error: 70.5614 - val_loss: 6.2707 - val_acc: 0.0000e+00 - val_mean_squared_error: 70.7631
Epoch 104/500
2410/2410 [==============================] - 1s 268us/step - loss: 6.4471 - acc: 0.0025 - mean_squared_error: 65.9210 - val_loss: 6.3735 - val_acc: 0.0000e+00 - val_mean_squared_error: 72.1968
Epoch 105/500
2410/2410 [==============================] - 1s 331us/step - loss: 6.9992 - acc: 8.2988e-04 - mean_squared_error: 77.2947 - val_loss: 11.2976 - val_acc: 0.0000e+00 - val_mean_squared_error: 183.1992
Epoch 106/500
2410/2410 [==============================] - 1s 371us/step - loss: 8.7619 - acc: 8.2988e-04 - mean_squared_error: 118.7784 - val_loss: 9.2384 - val_acc: 0.0000e+00 - val_mean_squared_error: 131.0112
Epoch 107/500
2410/2410 [==============================] - 1s 314us/step - loss: 7.4142 - acc: 4.1494e-04 - mean_squared_error: 86.6277 - val_loss: 6.3516 - val_acc: 0.0000e+00 - val_mean_squared_error: 72.5672
Epoch 108/500
2410/2410 [==============================] - 1s 317us/step - loss: 7.2981 - acc: 0.0012 - mean_squared_error: 84.1111 - val_loss: 7.8434 - val_acc: 0.0019 - val_mean_squared_error: 101.6936
Epoch 109/500
2410/2410 [==============================] - 1s 311us/step - loss: 6.6947 - acc: 0.0000e+00 - mean_squared_error: 70.4712 - val_loss: 6.2076 - val_acc: 0.0000e+00 - val_mean_squared_error: 69.6831
Epoch 110/500
2410/2410 [==============================] - 1s 265us/step - loss: 6.5293 - acc: 0.0021 - mean_squared_error: 67.9242 - val_loss: 6.6082 - val_acc: 0.0000e+00 - val_mean_squared_error: 74.7686
Epoch 111/500
2410/2410 [==============================] - 1s 274us/step - loss: 6.7181 - acc: 4.1494e-04 - mean_squared_error: 73.5210 - val_loss: 6.7807 - val_acc: 9.6712e-04 - val_mean_squared_error: 79.9331
Epoch 112/500
2410/2410 [==============================] - 1s 277us/step - loss: 6.5184 - acc: 0.0037 - mean_squared_error: 67.9407 - val_loss: 7.0882 - val_acc: 0.0000e+00 - val_mean_squared_error: 83.6837
Epoch 113/500
2410/2410 [==============================] - 1s 301us/step - loss: 6.6449 - acc: 0.0012 - mean_squared_error: 71.0183 - val_loss: 6.0761 - val_acc: 0.0000e+00 - val_mean_squared_error: 67.9735
Epoch 114/500
2410/2410 [==============================] - 1s 277us/step - loss: 7.3920 - acc: 8.2988e-04 - mean_squared_error: 84.2668 - val_loss: 7.2787 - val_acc: 9.6712e-04 - val_mean_squared_error: 88.0855
Epoch 115/500
2410/2410 [==============================] - 1s 315us/step - loss: 6.5102 - acc: 0.0012 - mean_squared_error: 68.1991 - val_loss: 6.4809 - val_acc: 0.0000e+00 - val_mean_squared_error: 75.2905
Epoch 116/500
2410/2410 [==============================] - 1s 297us/step - loss: 6.4851 - acc: 0.0017 - mean_squared_error: 66.4005 - val_loss: 6.6297 - val_acc: 0.0164 - val_mean_squared_error: 77.7351
Epoch 117/500
2410/2410 [==============================] - 1s 322us/step - loss: 7.2514 - acc: 8.2988e-04 - mean_squared_error: 81.3496 - val_loss: 6.2746 - val_acc: 0.0000e+00 - val_mean_squared_error: 71.5888
Epoch 118/500
2410/2410 [==============================] - 1s 262us/step - loss: 7.5652 - acc: 0.0012 - mean_squared_error: 90.7773 - val_loss: 6.7342 - val_acc: 0.0155 - val_mean_squared_error: 79.1507
Epoch 119/500
2410/2410 [==============================] - 1s 347us/step - loss: 6.7274 - acc: 0.0021 - mean_squared_error: 71.7327 - val_loss: 6.2290 - val_acc: 0.0174 - val_mean_squared_error: 70.8068
Epoch 120/500
2410/2410 [==============================] - 1s 303us/step - loss: 6.7833 - acc: 0.0012 - mean_squared_error: 73.2152 - val_loss: 9.3410 - val_acc: 0.0000e+00 - val_mean_squared_error: 133.5610
Epoch 121/500
2410/2410 [==============================] - 1s 307us/step - loss: 7.5237 - acc: 0.0017 - mean_squared_error: 88.4128 - val_loss: 5.9798 - val_acc: 0.0000e+00 - val_mean_squared_error: 64.3228
Epoch 122/500
2410/2410 [==============================] - 1s 387us/step - loss: 7.0220 - acc: 0.0000e+00 - mean_squared_error: 77.0203 - val_loss: 12.1058 - val_acc: 0.0000e+00 - val_mean_squared_error: 208.7173
Epoch 123/500
2410/2410 [==============================] - 1s 346us/step - loss: 6.4451 - acc: 0.0025 - mean_squared_error: 66.9204 - val_loss: 6.3777 - val_acc: 0.0116 - val_mean_squared_error: 74.0457
Epoch 124/500
2410/2410 [==============================] - 1s 344us/step - loss: 6.4139 - acc: 4.1494e-04 - mean_squared_error: 65.5262 - val_loss: 7.3998 - val_acc: 0.0000e+00 - val_mean_squared_error: 91.3204
Epoch 125/500
2410/2410 [==============================] - 1s 314us/step - loss: 7.4415 - acc: 0.0000e+00 - mean_squared_error: 88.8735 - val_loss: 6.3197 - val_acc: 0.0000e+00 - val_mean_squared_error: 70.9893
Epoch 126/500
2410/2410 [==============================] - 1s 320us/step - loss: 7.4307 - acc: 0.0012 - mean_squared_error: 86.7511 - val_loss: 8.9580 - val_acc: 0.0000e+00 - val_mean_squared_error: 122.4254
Epoch 127/500
2410/2410 [==============================] - 1s 262us/step - loss: 6.6694 - acc: 0.0025 - mean_squared_error: 70.2108 - val_loss: 7.0696 - val_acc: 0.0000e+00 - val_mean_squared_error: 82.3354
Epoch 128/500
2410/2410 [==============================] - 1s 227us/step - loss: 7.0962 - acc: 0.0021 - mean_squared_error: 79.2882 - val_loss: 8.4533 - val_acc: 9.6712e-04 - val_mean_squared_error: 114.2475
Epoch 129/500
2410/2410 [==============================] - 1s 244us/step - loss: 6.6353 - acc: 0.0012 - mean_squared_error: 69.6136 - val_loss: 6.2544 - val_acc: 0.0000e+00 - val_mean_squared_error: 69.1738
Epoch 130/500
2410/2410 [==============================] - 1s 250us/step - loss: 6.2642 - acc: 0.0012 - mean_squared_error: 62.3245 - val_loss: 6.3196 - val_acc: 9.6712e-04 - val_mean_squared_error: 68.8303
Epoch 131/500
2410/2410 [==============================] - 1s 227us/step - loss: 6.7681 - acc: 0.0021 - mean_squared_error: 72.8989 - val_loss: 5.8129 - val_acc: 0.0000e+00 - val_mean_squared_error: 61.5589
Epoch 132/500
2410/2410 [==============================] - 0s 207us/step - loss: 7.1965 - acc: 8.2988e-04 - mean_squared_error: 80.9025 - val_loss: 5.9160 - val_acc: 0.0000e+00 - val_mean_squared_error: 63.5326
Epoch 133/500
2410/2410 [==============================] - 1s 215us/step - loss: 6.0308 - acc: 0.0029 - mean_squared_error: 59.1285 - val_loss: 8.0788 - val_acc: 0.0000e+00 - val_mean_squared_error: 104.1852
Epoch 134/500
2410/2410 [==============================] - 1s 252us/step - loss: 6.3697 - acc: 0.0025 - mean_squared_error: 65.1488 - val_loss: 6.3690 - val_acc: 0.0174 - val_mean_squared_error: 72.6392
Epoch 135/500
2410/2410 [==============================] - 1s 239us/step - loss: 6.2965 - acc: 4.1494e-04 - mean_squared_error: 63.9331 - val_loss: 5.7582 - val_acc: 0.0000e+00 - val_mean_squared_error: 61.4250
Epoch 136/500
2410/2410 [==============================] - 1s 234us/step - loss: 6.2756 - acc: 0.0025 - mean_squared_error: 63.4004 - val_loss: 8.1621 - val_acc: 0.0000e+00 - val_mean_squared_error: 104.8765
Epoch 137/500
2410/2410 [==============================] - 1s 264us/step - loss: 6.2954 - acc: 4.1494e-04 - mean_squared_error: 63.7196 - val_loss: 6.1516 - val_acc: 9.6712e-04 - val_mean_squared_error: 65.2959
Epoch 138/500
2410/2410 [==============================] - 1s 258us/step - loss: 5.9994 - acc: 0.0017 - mean_squared_error: 57.6273 - val_loss: 5.9647 - val_acc: 0.0029 - val_mean_squared_error: 65.1407
Epoch 139/500
2410/2410 [==============================] - 1s 318us/step - loss: 6.5245 - acc: 8.2988e-04 - mean_squared_error: 67.5595 - val_loss: 6.8248 - val_acc: 0.0000e+00 - val_mean_squared_error: 78.6563
Epoch 140/500
2410/2410 [==============================] - 1s 422us/step - loss: 7.6258 - acc: 0.0012 - mean_squared_error: 88.6409 - val_loss: 6.5264 - val_acc: 0.0106 - val_mean_squared_error: 73.3212
Epoch 141/500
2410/2410 [==============================] - 1s 434us/step - loss: 8.4096 - acc: 0.0017 - mean_squared_error: 110.4799 - val_loss: 6.8937 - val_acc: 9.6712e-04 - val_mean_squared_error: 79.2816
Epoch 142/500
2410/2410 [==============================] - 1s 277us/step - loss: 6.3889 - acc: 0.0000e+00 - mean_squared_error: 63.9248 - val_loss: 6.2074 - val_acc: 9.6712e-04 - val_mean_squared_error: 71.5732
Epoch 143/500
2410/2410 [==============================] - 1s 248us/step - loss: 6.7711 - acc: 0.0025 - mean_squared_error: 75.4850 - val_loss: 6.3398 - val_acc: 9.6712e-04 - val_mean_squared_error: 70.4777
Epoch 144/500
2410/2410 [==============================] - 1s 236us/step - loss: 5.9469 - acc: 0.0012 - mean_squared_error: 56.2916 - val_loss: 6.6008 - val_acc: 0.0000e+00 - val_mean_squared_error: 75.0281
Epoch 145/500
2410/2410 [==============================] - 0s 207us/step - loss: 6.3348 - acc: 8.2988e-04 - mean_squared_error: 64.0480 - val_loss: 7.7456 - val_acc: 0.0000e+00 - val_mean_squared_error: 95.2721
Epoch 146/500
2410/2410 [==============================] - 1s 404us/step - loss: 5.9272 - acc: 0.0025 - mean_squared_error: 56.6349 - val_loss: 5.6653 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.7604
Epoch 147/500
2410/2410 [==============================] - 1s 432us/step - loss: 7.9859 - acc: 0.0012 - mean_squared_error: 103.6818 - val_loss: 7.4897 - val_acc: 0.0000e+00 - val_mean_squared_error: 91.3834
Epoch 148/500
2410/2410 [==============================] - 1s 342us/step - loss: 6.7455 - acc: 8.2988e-04 - mean_squared_error: 70.6205 - val_loss: 6.9999 - val_acc: 0.0000e+00 - val_mean_squared_error: 80.9296
Epoch 149/500
2410/2410 [==============================] - 1s 343us/step - loss: 6.1931 - acc: 0.0029 - mean_squared_error: 61.6245 - val_loss: 9.4011 - val_acc: 9.6712e-04 - val_mean_squared_error: 133.7755
Epoch 150/500
2410/2410 [==============================] - 1s 298us/step - loss: 6.5722 - acc: 0.0012 - mean_squared_error: 68.5766 - val_loss: 6.6624 - val_acc: 0.0000e+00 - val_mean_squared_error: 76.6829
Epoch 151/500
2410/2410 [==============================] - 1s 302us/step - loss: 6.0499 - acc: 0.0029 - mean_squared_error: 58.1285 - val_loss: 6.2095 - val_acc: 9.6712e-04 - val_mean_squared_error: 66.5985
Epoch 152/500
2410/2410 [==============================] - 1s 263us/step - loss: 6.0053 - acc: 0.0012 - mean_squared_error: 58.3227 - val_loss: 7.0838 - val_acc: 0.0000e+00 - val_mean_squared_error: 82.4398
Epoch 153/500
2410/2410 [==============================] - 1s 338us/step - loss: 6.2250 - acc: 0.0000e+00 - mean_squared_error: 61.2870 - val_loss: 5.6288 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.5195
Epoch 154/500
2410/2410 [==============================] - 1s 313us/step - loss: 6.5459 - acc: 0.0017 - mean_squared_error: 68.5578 - val_loss: 8.5714 - val_acc: 0.0019 - val_mean_squared_error: 114.3571
Epoch 155/500
2410/2410 [==============================] - 1s 268us/step - loss: 6.8221 - acc: 4.1494e-04 - mean_squared_error: 73.2960 - val_loss: 8.5373 - val_acc: 0.0000e+00 - val_mean_squared_error: 110.2700
Epoch 156/500
2410/2410 [==============================] - 1s 261us/step - loss: 6.3471 - acc: 0.0021 - mean_squared_error: 64.5278 - val_loss: 5.7129 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.5557
Epoch 157/500
2410/2410 [==============================] - 1s 284us/step - loss: 6.0243 - acc: 8.2988e-04 - mean_squared_error: 57.5604 - val_loss: 7.0770 - val_acc: 0.0000e+00 - val_mean_squared_error: 82.5178
Epoch 158/500
2410/2410 [==============================] - 1s 354us/step - loss: 6.5773 - acc: 8.2988e-04 - mean_squared_error: 69.2610 - val_loss: 7.6109 - val_acc: 0.0000e+00 - val_mean_squared_error: 94.4474
Epoch 159/500
2410/2410 [==============================] - 1s 274us/step - loss: 6.5187 - acc: 0.0017 - mean_squared_error: 66.2852 - val_loss: 6.2328 - val_acc: 0.0000e+00 - val_mean_squared_error: 65.4669
Epoch 160/500
2410/2410 [==============================] - 1s 333us/step - loss: 7.7561 - acc: 0.0017 - mean_squared_error: 93.3085 - val_loss: 7.7386 - val_acc: 0.0019 - val_mean_squared_error: 96.1797
Epoch 161/500
2410/2410 [==============================] - 1s 285us/step - loss: 6.1422 - acc: 8.2988e-04 - mean_squared_error: 60.6712 - val_loss: 5.8166 - val_acc: 0.0000e+00 - val_mean_squared_error: 62.3468
Epoch 162/500
2410/2410 [==============================] - 1s 343us/step - loss: 6.2485 - acc: 0.0012 - mean_squared_error: 62.5913 - val_loss: 5.5889 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.5021
Epoch 163/500
2410/2410 [==============================] - 1s 284us/step - loss: 5.8383 - acc: 4.1494e-04 - mean_squared_error: 55.6060 - val_loss: 7.7647 - val_acc: 9.6712e-04 - val_mean_squared_error: 96.6715
Epoch 164/500
2410/2410 [==============================] - 1s 263us/step - loss: 6.4540 - acc: 0.0000e+00 - mean_squared_error: 66.3819 - val_loss: 5.6527 - val_acc: 0.0097 - val_mean_squared_error: 59.7140
Epoch 165/500
2410/2410 [==============================] - 1s 234us/step - loss: 5.9278 - acc: 0.0012 - mean_squared_error: 56.3863 - val_loss: 5.7486 - val_acc: 0.0000e+00 - val_mean_squared_error: 61.6476
Epoch 166/500
2410/2410 [==============================] - 0s 199us/step - loss: 5.5633 - acc: 0.0017 - mean_squared_error: 50.6826 - val_loss: 5.6733 - val_acc: 0.0174 - val_mean_squared_error: 60.3887
Epoch 167/500
2410/2410 [==============================] - 1s 496us/step - loss: 5.9559 - acc: 0.0017 - mean_squared_error: 56.9288 - val_loss: 5.9019 - val_acc: 0.0000e+00 - val_mean_squared_error: 63.7405
Epoch 168/500
2410/2410 [==============================] - 1s 365us/step - loss: 5.8811 - acc: 0.0021 - mean_squared_error: 55.6044 - val_loss: 5.5471 - val_acc: 0.0106 - val_mean_squared_error: 58.2184
Epoch 169/500
2410/2410 [==============================] - 1s 314us/step - loss: 6.2352 - acc: 8.2988e-04 - mean_squared_error: 62.1129 - val_loss: 6.4794 - val_acc: 0.0000e+00 - val_mean_squared_error: 71.6737
Epoch 170/500
2410/2410 [==============================] - 1s 294us/step - loss: 6.7059 - acc: 8.2988e-04 - mean_squared_error: 69.3150 - val_loss: 5.5457 - val_acc: 9.6712e-04 - val_mean_squared_error: 58.3051
Epoch 171/500
2410/2410 [==============================] - 1s 367us/step - loss: 5.6488 - acc: 0.0021 - mean_squared_error: 52.1576 - val_loss: 5.4958 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.8111
Epoch 172/500
2410/2410 [==============================] - 1s 259us/step - loss: 6.2774 - acc: 0.0029 - mean_squared_error: 64.3678 - val_loss: 8.4895 - val_acc: 9.6712e-04 - val_mean_squared_error: 112.3458
Epoch 173/500
2410/2410 [==============================] - 1s 315us/step - loss: 7.7116 - acc: 4.1494e-04 - mean_squared_error: 91.1962 - val_loss: 5.7908 - val_acc: 9.6712e-04 - val_mean_squared_error: 60.3967
Epoch 174/500
2410/2410 [==============================] - 1s 312us/step - loss: 6.6368 - acc: 0.0029 - mean_squared_error: 69.3849 - val_loss: 6.4295 - val_acc: 0.0000e+00 - val_mean_squared_error: 70.8935
Epoch 175/500
2410/2410 [==============================] - 1s 308us/step - loss: 5.7989 - acc: 8.2988e-04 - mean_squared_error: 55.1744 - val_loss: 7.5617 - val_acc: 0.0000e+00 - val_mean_squared_error: 89.6364
Epoch 176/500
2410/2410 [==============================] - 1s 277us/step - loss: 5.7116 - acc: 0.0029 - mean_squared_error: 53.5933 - val_loss: 5.3981 - val_acc: 9.6712e-04 - val_mean_squared_error: 56.7707
Epoch 177/500
2410/2410 [==============================] - 1s 338us/step - loss: 5.7140 - acc: 0.0017 - mean_squared_error: 52.9867 - val_loss: 5.4878 - val_acc: 0.0000e+00 - val_mean_squared_error: 55.5426
Epoch 178/500
2410/2410 [==============================] - 1s 430us/step - loss: 5.5589 - acc: 0.0021 - mean_squared_error: 50.3886 - val_loss: 5.5165 - val_acc: 0.0000e+00 - val_mean_squared_error: 57.4649
Epoch 179/500
2410/2410 [==============================] - 1s 428us/step - loss: 5.5907 - acc: 0.0033 - mean_squared_error: 51.2219 - val_loss: 5.3446 - val_acc: 9.6712e-04 - val_mean_squared_error: 55.4265
Epoch 180/500
2410/2410 [==============================] - 1s 395us/step - loss: 5.5223 - acc: 0.0029 - mean_squared_error: 50.1552 - val_loss: 6.2665 - val_acc: 0.0000e+00 - val_mean_squared_error: 66.2255
Epoch 181/500
2410/2410 [==============================] - 1s 264us/step - loss: 6.7844 - acc: 4.1494e-04 - mean_squared_error: 71.8733 - val_loss: 7.2796 - val_acc: 9.6712e-04 - val_mean_squared_error: 85.4936
Epoch 182/500
2410/2410 [==============================] - 1s 278us/step - loss: 6.4530 - acc: 0.0025 - mean_squared_error: 65.5201 - val_loss: 9.9177 - val_acc: 0.0000e+00 - val_mean_squared_error: 148.4964
Epoch 183/500
2410/2410 [==============================] - 1s 268us/step - loss: 6.3343 - acc: 4.1494e-04 - mean_squared_error: 65.0377 - val_loss: 5.4637 - val_acc: 0.0000e+00 - val_mean_squared_error: 54.8990
Epoch 184/500
2410/2410 [==============================] - 1s 303us/step - loss: 5.8400 - acc: 0.0021 - mean_squared_error: 54.5488 - val_loss: 7.2365 - val_acc: 0.0000e+00 - val_mean_squared_error: 84.5537
Epoch 185/500
2410/2410 [==============================] - 1s 242us/step - loss: 6.1611 - acc: 4.1494e-04 - mean_squared_error: 59.8402 - val_loss: 7.6461 - val_acc: 0.0000e+00 - val_mean_squared_error: 92.6174
Epoch 186/500
2410/2410 [==============================] - 0s 189us/step - loss: 5.7115 - acc: 0.0012 - mean_squared_error: 54.0608 - val_loss: 5.4935 - val_acc: 0.0174 - val_mean_squared_error: 56.8315
Epoch 187/500
2410/2410 [==============================] - 1s 277us/step - loss: 6.0406 - acc: 4.1494e-04 - mean_squared_error: 58.4848 - val_loss: 5.8368 - val_acc: 0.0000e+00 - val_mean_squared_error: 60.9936
Epoch 188/500
2410/2410 [==============================] - 1s 261us/step - loss: 5.3223 - acc: 0.0029 - mean_squared_error: 47.6851 - val_loss: 5.6069 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.5802
Epoch 189/500
2410/2410 [==============================] - 1s 250us/step - loss: 5.3207 - acc: 0.0029 - mean_squared_error: 47.0519 - val_loss: 5.6647 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.7349
Epoch 190/500
2410/2410 [==============================] - 1s 305us/step - loss: 5.8287 - acc: 8.2988e-04 - mean_squared_error: 55.3808 - val_loss: 6.2038 - val_acc: 0.0000e+00 - val_mean_squared_error: 66.1590
Epoch 191/500
2410/2410 [==============================] - 1s 310us/step - loss: 6.0670 - acc: 0.0017 - mean_squared_error: 58.2719 - val_loss: 6.0971 - val_acc: 0.0000e+00 - val_mean_squared_error: 64.3937
Epoch 192/500
2410/2410 [==============================] - 1s 245us/step - loss: 6.4786 - acc: 0.0012 - mean_squared_error: 66.8677 - val_loss: 6.1745 - val_acc: 0.0000e+00 - val_mean_squared_error: 65.5434
Epoch 193/500
2410/2410 [==============================] - 1s 260us/step - loss: 5.4146 - acc: 8.2988e-04 - mean_squared_error: 48.3059 - val_loss: 5.8510 - val_acc: 0.0000e+00 - val_mean_squared_error: 61.8425
Epoch 194/500
2410/2410 [==============================] - 1s 238us/step - loss: 5.9252 - acc: 8.2988e-04 - mean_squared_error: 57.0308 - val_loss: 5.8090 - val_acc: 0.0068 - val_mean_squared_error: 61.1991
Epoch 195/500
2410/2410 [==============================] - 1s 348us/step - loss: 5.6624 - acc: 0.0021 - mean_squared_error: 51.4136 - val_loss: 5.8928 - val_acc: 0.0000e+00 - val_mean_squared_error: 60.4874
Epoch 196/500
2410/2410 [==============================] - 1s 349us/step - loss: 5.3098 - acc: 0.0017 - mean_squared_error: 46.3842 - val_loss: 5.7868 - val_acc: 9.6712e-04 - val_mean_squared_error: 62.0910
Epoch 197/500
2410/2410 [==============================] - 1s 321us/step - loss: 5.5117 - acc: 0.0021 - mean_squared_error: 49.7076 - val_loss: 5.5999 - val_acc: 0.0000e+00 - val_mean_squared_error: 58.7960
Epoch 198/500
2410/2410 [==============================] - 1s 305us/step - loss: 6.1582 - acc: 0.0012 - mean_squared_error: 59.6361 - val_loss: 7.3220 - val_acc: 0.0000e+00 - val_mean_squared_error: 85.6360
Epoch 199/500
2410/2410 [==============================] - 1s 274us/step - loss: 6.2335 - acc: 4.1494e-04 - mean_squared_error: 61.7637 - val_loss: 5.3108 - val_acc: 0.0000e+00 - val_mean_squared_error: 52.6413
Epoch 200/500
2410/2410 [==============================] - 1s 285us/step - loss: 5.6500 - acc: 0.0012 - mean_squared_error: 51.1213 - val_loss: 6.3314 - val_acc: 0.0000e+00 - val_mean_squared_error: 67.6451
Epoch 201/500
2410/2410 [==============================] - 1s 320us/step - loss: 5.8077 - acc: 0.0012 - mean_squared_error: 54.8479 - val_loss: 5.2868 - val_acc: 0.0174 - val_mean_squared_error: 55.0412
Epoch 202/500
2410/2410 [==============================] - 1s 329us/step - loss: 5.1064 - acc: 0.0054 - mean_squared_error: 43.3169 - val_loss: 5.1935 - val_acc: 0.0174 - val_mean_squared_error: 52.8550
Epoch 203/500
2410/2410 [==============================] - 1s 332us/step - loss: 5.6540 - acc: 8.2988e-04 - mean_squared_error: 51.7144 - val_loss: 6.6384 - val_acc: 0.0000e+00 - val_mean_squared_error: 71.5988
Epoch 204/500
2410/2410 [==============================] - 1s 336us/step - loss: 6.0423 - acc: 0.0017 - mean_squared_error: 56.9195 - val_loss: 6.9175 - val_acc: 9.6712e-04 - val_mean_squared_error: 83.3342
Epoch 205/500
2410/2410 [==============================] - 1s 333us/step - loss: 5.2908 - acc: 0.0021 - mean_squared_error: 46.5678 - val_loss: 5.9023 - val_acc: 0.0000e+00 - val_mean_squared_error: 62.7147
Epoch 206/500
2410/2410 [==============================] - 1s 268us/step - loss: 5.5515 - acc: 0.0012 - mean_squared_error: 50.4251 - val_loss: 5.1451 - val_acc: 0.0135 - val_mean_squared_error: 51.2780
Epoch 207/500
2410/2410 [==============================] - 1s 278us/step - loss: 6.2099 - acc: 4.1494e-04 - mean_squared_error: 59.9077 - val_loss: 6.1842 - val_acc: 0.0000e+00 - val_mean_squared_error: 65.5637
Epoch 208/500
2410/2410 [==============================] - 1s 274us/step - loss: 5.3296 - acc: 0.0029 - mean_squared_error: 47.0357 - val_loss: 7.0915 - val_acc: 0.0000e+00 - val_mean_squared_error: 82.0847
Epoch 209/500
2410/2410 [==============================] - 1s 308us/step - loss: 5.8551 - acc: 0.0021 - mean_squared_error: 55.3269 - val_loss: 5.2102 - val_acc: 0.0077 - val_mean_squared_error: 52.5034
Epoch 210/500
2410/2410 [==============================] - 1s 230us/step - loss: 5.5092 - acc: 0.0017 - mean_squared_error: 50.1534 - val_loss: 5.3393 - val_acc: 9.6712e-04 - val_mean_squared_error: 52.4604
Epoch 211/500
2410/2410 [==============================] - 1s 216us/step - loss: 7.0253 - acc: 0.0000e+00 - mean_squared_error: 76.0939 - val_loss: 9.1604 - val_acc: 0.0000e+00 - val_mean_squared_error: 128.2224
Epoch 212/500
2410/2410 [==============================] - 1s 244us/step - loss: 5.7424 - acc: 0.0017 - mean_squared_error: 54.9579 - val_loss: 5.8140 - val_acc: 0.0000e+00 - val_mean_squared_error: 60.3946
Epoch 213/500
2410/2410 [==============================] - 1s 246us/step - loss: 5.2989 - acc: 0.0012 - mean_squared_error: 46.8526 - val_loss: 5.0686 - val_acc: 9.6712e-04 - val_mean_squared_error: 50.2842
Epoch 214/500
2410/2410 [==============================] - 1s 242us/step - loss: 5.0869 - acc: 0.0050 - mean_squared_error: 43.9293 - val_loss: 5.5087 - val_acc: 0.0000e+00 - val_mean_squared_error: 54.3556
Epoch 215/500
2410/2410 [==============================] - 1s 335us/step - loss: 5.3810 - acc: 0.0021 - mean_squared_error: 48.1482 - val_loss: 5.4640 - val_acc: 9.6712e-04 - val_mean_squared_error: 58.8346
Epoch 216/500
2410/2410 [==============================] - 1s 300us/step - loss: 6.0840 - acc: 0.0000e+00 - mean_squared_error: 58.0904 - val_loss: 7.8321 - val_acc: 9.6712e-04 - val_mean_squared_error: 96.6690
Epoch 217/500
2410/2410 [==============================] - 1s 363us/step - loss: 6.1523 - acc: 8.2988e-04 - mean_squared_error: 60.7261 - val_loss: 5.0964 - val_acc: 0.0000e+00 - val_mean_squared_error: 49.2477
Epoch 218/500
2410/2410 [==============================] - 1s 350us/step - loss: 5.0992 - acc: 0.0017 - mean_squared_error: 43.7310 - val_loss: 5.2231 - val_acc: 0.0000e+00 - val_mean_squared_error: 53.2608
Epoch 219/500
2410/2410 [==============================] - 1s 300us/step - loss: 5.0640 - acc: 0.0021 - mean_squared_error: 43.7397 - val_loss: 5.4792 - val_acc: 9.6712e-04 - val_mean_squared_error: 57.8670
Epoch 220/500
2410/2410 [==============================] - 1s 292us/step - loss: 5.2855 - acc: 0.0017 - mean_squared_error: 46.0959 - val_loss: 5.3325 - val_acc: 9.6712e-04 - val_mean_squared_error: 52.0642
Epoch 221/500
2410/2410 [==============================] - 1s 266us/step - loss: 5.6873 - acc: 0.0021 - mean_squared_error: 52.9286 - val_loss: 5.1282 - val_acc: 0.0174 - val_mean_squared_error: 50.7720
Epoch 222/500
2410/2410 [==============================] - 1s 243us/step - loss: 5.1967 - acc: 0.0017 - mean_squared_error: 44.8344 - val_loss: 5.2730 - val_acc: 9.6712e-04 - val_mean_squared_error: 52.4856
Epoch 223/500
2410/2410 [==============================] - 1s 240us/step - loss: 5.8815 - acc: 0.0021 - mean_squared_error: 55.1108 - val_loss: 5.8672 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.9977
Epoch 224/500
2410/2410 [==============================] - 1s 352us/step - loss: 5.5531 - acc: 0.0017 - mean_squared_error: 50.0289 - val_loss: 5.0052 - val_acc: 0.0019 - val_mean_squared_error: 49.0115
Epoch 225/500
2410/2410 [==============================] - 1s 283us/step - loss: 5.2802 - acc: 0.0012 - mean_squared_error: 46.7358 - val_loss: 5.3538 - val_acc: 0.0000e+00 - val_mean_squared_error: 53.8226
Epoch 226/500
2410/2410 [==============================] - 1s 305us/step - loss: 5.2991 - acc: 0.0029 - mean_squared_error: 47.0613 - val_loss: 5.0975 - val_acc: 0.0000e+00 - val_mean_squared_error: 49.0110
Epoch 227/500
2410/2410 [==============================] - 1s 300us/step - loss: 5.4030 - acc: 0.0017 - mean_squared_error: 48.1344 - val_loss: 6.2016 - val_acc: 0.0000e+00 - val_mean_squared_error: 66.4826
Epoch 228/500
2410/2410 [==============================] - 1s 282us/step - loss: 6.0128 - acc: 0.0017 - mean_squared_error: 57.3735 - val_loss: 6.0843 - val_acc: 9.6712e-04 - val_mean_squared_error: 65.8557
Epoch 229/500
2410/2410 [==============================] - 1s 244us/step - loss: 5.6527 - acc: 4.1494e-04 - mean_squared_error: 52.5118 - val_loss: 5.2143 - val_acc: 0.0155 - val_mean_squared_error: 50.3175
Epoch 230/500
2410/2410 [==============================] - 1s 257us/step - loss: 5.2912 - acc: 0.0029 - mean_squared_error: 46.9582 - val_loss: 4.9096 - val_acc: 9.6712e-04 - val_mean_squared_error: 47.7642
Epoch 231/500
2410/2410 [==============================] - 1s 272us/step - loss: 5.2480 - acc: 0.0012 - mean_squared_error: 46.2057 - val_loss: 5.0746 - val_acc: 0.0000e+00 - val_mean_squared_error: 49.1731
Epoch 232/500
2410/2410 [==============================] - 1s 294us/step - loss: 5.5540 - acc: 0.0025 - mean_squared_error: 49.6520 - val_loss: 6.5115 - val_acc: 0.0000e+00 - val_mean_squared_error: 68.6556
Epoch 233/500
2410/2410 [==============================] - 1s 284us/step - loss: 5.2602 - acc: 0.0000e+00 - mean_squared_error: 44.8784 - val_loss: 4.9940 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.6082
Epoch 234/500
2410/2410 [==============================] - 1s 297us/step - loss: 5.3322 - acc: 0.0025 - mean_squared_error: 46.7457 - val_loss: 6.3900 - val_acc: 0.0000e+00 - val_mean_squared_error: 67.9595
Epoch 235/500
2410/2410 [==============================] - 1s 322us/step - loss: 5.1615 - acc: 0.0033 - mean_squared_error: 44.2577 - val_loss: 5.2518 - val_acc: 0.0135 - val_mean_squared_error: 55.6485
Epoch 236/500
2410/2410 [==============================] - 1s 279us/step - loss: 5.0642 - acc: 0.0037 - mean_squared_error: 43.6259 - val_loss: 6.6711 - val_acc: 0.0000e+00 - val_mean_squared_error: 72.1643
Epoch 237/500
2410/2410 [==============================] - 1s 355us/step - loss: 5.4450 - acc: 4.1494e-04 - mean_squared_error: 47.7247 - val_loss: 5.6873 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.9621
Epoch 238/500
2410/2410 [==============================] - 1s 279us/step - loss: 5.5967 - acc: 0.0025 - mean_squared_error: 50.8707 - val_loss: 5.0021 - val_acc: 0.0000e+00 - val_mean_squared_error: 49.4203
Epoch 239/500
2410/2410 [==============================] - 1s 306us/step - loss: 4.9452 - acc: 0.0029 - mean_squared_error: 40.9632 - val_loss: 6.1733 - val_acc: 0.0000e+00 - val_mean_squared_error: 62.9518
Epoch 240/500
2410/2410 [==============================] - 1s 283us/step - loss: 5.1098 - acc: 8.2988e-04 - mean_squared_error: 43.5362 - val_loss: 5.1729 - val_acc: 9.6712e-04 - val_mean_squared_error: 52.3839
Epoch 241/500
2410/2410 [==============================] - 1s 272us/step - loss: 5.0729 - acc: 0.0025 - mean_squared_error: 43.9206 - val_loss: 6.7518 - val_acc: 0.0000e+00 - val_mean_squared_error: 71.4864
Epoch 242/500
2410/2410 [==============================] - 1s 294us/step - loss: 5.1687 - acc: 0.0012 - mean_squared_error: 44.5198 - val_loss: 5.2466 - val_acc: 9.6712e-04 - val_mean_squared_error: 52.1901
Epoch 243/500
2410/2410 [==============================] - 1s 266us/step - loss: 5.0262 - acc: 0.0012 - mean_squared_error: 42.4898 - val_loss: 5.0617 - val_acc: 0.0174 - val_mean_squared_error: 48.2145
Epoch 244/500
2410/2410 [==============================] - 1s 295us/step - loss: 4.9114 - acc: 0.0041 - mean_squared_error: 40.8103 - val_loss: 5.0083 - val_acc: 0.0135 - val_mean_squared_error: 51.0398
Epoch 245/500
2410/2410 [==============================] - 1s 291us/step - loss: 4.9743 - acc: 0.0021 - mean_squared_error: 41.9627 - val_loss: 6.1828 - val_acc: 0.0000e+00 - val_mean_squared_error: 63.4956
Epoch 246/500
2410/2410 [==============================] - 1s 346us/step - loss: 5.1820 - acc: 0.0029 - mean_squared_error: 44.6015 - val_loss: 5.0591 - val_acc: 9.6712e-04 - val_mean_squared_error: 50.7048
Epoch 247/500
2410/2410 [==============================] - 1s 287us/step - loss: 5.5366 - acc: 4.1494e-04 - mean_squared_error: 49.4561 - val_loss: 5.0279 - val_acc: 0.0174 - val_mean_squared_error: 47.7993
Epoch 248/500
2410/2410 [==============================] - 1s 222us/step - loss: 5.5626 - acc: 8.2988e-04 - mean_squared_error: 50.3862 - val_loss: 6.5915 - val_acc: 0.0000e+00 - val_mean_squared_error: 71.0562
Epoch 249/500
2410/2410 [==============================] - 1s 310us/step - loss: 5.5572 - acc: 0.0025 - mean_squared_error: 50.6742 - val_loss: 5.4776 - val_acc: 0.0077 - val_mean_squared_error: 54.6539
Epoch 250/500
2410/2410 [==============================] - 1s 306us/step - loss: 5.0520 - acc: 0.0025 - mean_squared_error: 42.3724 - val_loss: 5.6272 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.0406
Epoch 251/500
2410/2410 [==============================] - 1s 237us/step - loss: 5.2735 - acc: 0.0021 - mean_squared_error: 45.6753 - val_loss: 5.8286 - val_acc: 0.0000e+00 - val_mean_squared_error: 58.0521
Epoch 252/500
2410/2410 [==============================] - 1s 255us/step - loss: 4.9981 - acc: 0.0033 - mean_squared_error: 41.4842 - val_loss: 6.0872 - val_acc: 9.6712e-04 - val_mean_squared_error: 67.9331
Epoch 253/500
2410/2410 [==============================] - 1s 218us/step - loss: 4.8504 - acc: 0.0050 - mean_squared_error: 40.1214 - val_loss: 5.2098 - val_acc: 0.0000e+00 - val_mean_squared_error: 50.7514
Epoch 254/500
2410/2410 [==============================] - 1s 226us/step - loss: 5.2269 - acc: 0.0017 - mean_squared_error: 45.4818 - val_loss: 6.3593 - val_acc: 0.0000e+00 - val_mean_squared_error: 67.0292
Epoch 255/500
2410/2410 [==============================] - 1s 224us/step - loss: 4.9103 - acc: 8.2988e-04 - mean_squared_error: 40.6714 - val_loss: 5.5260 - val_acc: 0.0000e+00 - val_mean_squared_error: 54.4080
Epoch 256/500
2410/2410 [==============================] - 1s 236us/step - loss: 5.7571 - acc: 0.0025 - mean_squared_error: 53.7556 - val_loss: 7.3935 - val_acc: 0.0000e+00 - val_mean_squared_error: 87.9651
Epoch 257/500
2410/2410 [==============================] - 1s 266us/step - loss: 5.1897 - acc: 8.2988e-04 - mean_squared_error: 44.3764 - val_loss: 5.0553 - val_acc: 9.6712e-04 - val_mean_squared_error: 46.2324
Epoch 258/500
2410/2410 [==============================] - 1s 230us/step - loss: 5.0059 - acc: 8.2988e-04 - mean_squared_error: 42.0456 - val_loss: 5.6842 - val_acc: 0.0000e+00 - val_mean_squared_error: 55.6495
Epoch 259/500
2410/2410 [==============================] - 1s 230us/step - loss: 5.5560 - acc: 0.0029 - mean_squared_error: 49.8352 - val_loss: 5.2196 - val_acc: 0.0000e+00 - val_mean_squared_error: 50.7613
Epoch 260/500
2410/2410 [==============================] - 1s 240us/step - loss: 4.9452 - acc: 0.0021 - mean_squared_error: 41.2334 - val_loss: 5.0805 - val_acc: 0.0000e+00 - val_mean_squared_error: 49.0410
Epoch 261/500
2410/2410 [==============================] - 1s 223us/step - loss: 4.9416 - acc: 0.0017 - mean_squared_error: 41.3287 - val_loss: 5.0592 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.2100
Epoch 262/500
2410/2410 [==============================] - 1s 255us/step - loss: 5.3028 - acc: 4.1494e-04 - mean_squared_error: 46.4188 - val_loss: 6.9932 - val_acc: 0.0000e+00 - val_mean_squared_error: 75.0760
Epoch 263/500
2410/2410 [==============================] - 1s 251us/step - loss: 5.3315 - acc: 0.0017 - mean_squared_error: 47.2343 - val_loss: 4.9274 - val_acc: 9.6712e-04 - val_mean_squared_error: 48.5980
Epoch 264/500
2410/2410 [==============================] - 1s 245us/step - loss: 4.9483 - acc: 0.0046 - mean_squared_error: 41.7909 - val_loss: 5.3717 - val_acc: 0.0097 - val_mean_squared_error: 56.1737
Epoch 265/500
2410/2410 [==============================] - 1s 301us/step - loss: 4.6811 - acc: 0.0050 - mean_squared_error: 38.0129 - val_loss: 5.2388 - val_acc: 0.0048 - val_mean_squared_error: 54.2912
Epoch 266/500
2410/2410 [==============================] - 1s 261us/step - loss: 5.2917 - acc: 0.0058 - mean_squared_error: 46.7365 - val_loss: 6.3555 - val_acc: 0.0000e+00 - val_mean_squared_error: 67.1245
Epoch 267/500
2410/2410 [==============================] - 1s 247us/step - loss: 4.8915 - acc: 0.0021 - mean_squared_error: 40.7045 - val_loss: 5.4042 - val_acc: 9.6712e-04 - val_mean_squared_error: 55.7621
Epoch 268/500
2410/2410 [==============================] - 1s 214us/step - loss: 4.9757 - acc: 0.0033 - mean_squared_error: 41.6853 - val_loss: 4.8736 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.2419
Epoch 269/500
2410/2410 [==============================] - 1s 282us/step - loss: 4.8042 - acc: 0.0029 - mean_squared_error: 40.1840 - val_loss: 6.3798 - val_acc: 0.0000e+00 - val_mean_squared_error: 66.3591
Epoch 270/500
2410/2410 [==============================] - 1s 255us/step - loss: 5.4474 - acc: 0.0021 - mean_squared_error: 47.9450 - val_loss: 5.4954 - val_acc: 0.0000e+00 - val_mean_squared_error: 54.7093
Epoch 271/500
2410/2410 [==============================] - 1s 234us/step - loss: 4.8896 - acc: 0.0037 - mean_squared_error: 40.7718 - val_loss: 5.1047 - val_acc: 0.0000e+00 - val_mean_squared_error: 49.2939
Epoch 272/500
2410/2410 [==============================] - 1s 222us/step - loss: 4.7522 - acc: 0.0021 - mean_squared_error: 39.0106 - val_loss: 4.9928 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.9321
Epoch 273/500
2410/2410 [==============================] - 1s 334us/step - loss: 4.9054 - acc: 0.0017 - mean_squared_error: 40.7427 - val_loss: 5.4581 - val_acc: 0.0000e+00 - val_mean_squared_error: 53.5716
Epoch 274/500
2410/2410 [==============================] - 1s 267us/step - loss: 4.9404 - acc: 8.2988e-04 - mean_squared_error: 40.8438 - val_loss: 5.7437 - val_acc: 0.0000e+00 - val_mean_squared_error: 60.3812
Epoch 275/500
2410/2410 [==============================] - 1s 329us/step - loss: 4.9190 - acc: 0.0017 - mean_squared_error: 40.4659 - val_loss: 4.8722 - val_acc: 0.0048 - val_mean_squared_error: 48.1317
Epoch 276/500
2410/2410 [==============================] - 1s 245us/step - loss: 4.9858 - acc: 0.0012 - mean_squared_error: 42.1847 - val_loss: 5.0688 - val_acc: 0.0097 - val_mean_squared_error: 51.4595
Epoch 277/500
2410/2410 [==============================] - 1s 258us/step - loss: 5.2576 - acc: 0.0033 - mean_squared_error: 46.1502 - val_loss: 5.3586 - val_acc: 9.6712e-04 - val_mean_squared_error: 53.4379
Epoch 278/500
2410/2410 [==============================] - 1s 226us/step - loss: 5.8457 - acc: 0.0029 - mean_squared_error: 56.3856 - val_loss: 4.9410 - val_acc: 9.6712e-04 - val_mean_squared_error: 46.2228
Epoch 279/500
2410/2410 [==============================] - 1s 227us/step - loss: 4.9665 - acc: 0.0021 - mean_squared_error: 41.4251 - val_loss: 6.9445 - val_acc: 0.0000e+00 - val_mean_squared_error: 73.6341
Epoch 280/500
2410/2410 [==============================] - 1s 327us/step - loss: 5.3352 - acc: 8.2988e-04 - mean_squared_error: 46.4443 - val_loss: 5.9623 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.1568
Epoch 281/500
2410/2410 [==============================] - 1s 285us/step - loss: 5.4234 - acc: 0.0017 - mean_squared_error: 47.7623 - val_loss: 5.9568 - val_acc: 0.0000e+00 - val_mean_squared_error: 60.4728
Epoch 282/500
2410/2410 [==============================] - 1s 276us/step - loss: 5.2125 - acc: 0.0025 - mean_squared_error: 45.1314 - val_loss: 5.3950 - val_acc: 9.6712e-04 - val_mean_squared_error: 50.0451
Epoch 283/500
2410/2410 [==============================] - 1s 290us/step - loss: 4.8294 - acc: 0.0033 - mean_squared_error: 39.7861 - val_loss: 4.7916 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.6216
Epoch 284/500
2410/2410 [==============================] - 1s 301us/step - loss: 4.9209 - acc: 0.0025 - mean_squared_error: 40.8528 - val_loss: 6.6935 - val_acc: 0.0000e+00 - val_mean_squared_error: 73.0372
Epoch 285/500
2410/2410 [==============================] - 1s 290us/step - loss: 5.4021 - acc: 0.0017 - mean_squared_error: 47.5069 - val_loss: 6.5267 - val_acc: 0.0000e+00 - val_mean_squared_error: 69.2099
Epoch 286/500
2410/2410 [==============================] - 1s 327us/step - loss: 5.3564 - acc: 4.1494e-04 - mean_squared_error: 47.4046 - val_loss: 4.7018 - val_acc: 0.0135 - val_mean_squared_error: 44.6171
Epoch 287/500
2410/2410 [==============================] - 1s 263us/step - loss: 4.5969 - acc: 0.0050 - mean_squared_error: 37.0011 - val_loss: 4.7094 - val_acc: 9.6712e-04 - val_mean_squared_error: 43.6623
Epoch 288/500
2410/2410 [==============================] - 1s 236us/step - loss: 4.7850 - acc: 0.0029 - mean_squared_error: 38.8431 - val_loss: 5.2579 - val_acc: 0.0000e+00 - val_mean_squared_error: 52.8030
Epoch 289/500
2410/2410 [==============================] - 1s 268us/step - loss: 4.9163 - acc: 0.0025 - mean_squared_error: 40.9890 - val_loss: 4.7087 - val_acc: 0.0164 - val_mean_squared_error: 44.4585
Epoch 290/500
2410/2410 [==============================] - 1s 287us/step - loss: 4.8538 - acc: 0.0037 - mean_squared_error: 39.8687 - val_loss: 5.3347 - val_acc: 0.0000e+00 - val_mean_squared_error: 50.0965
Epoch 291/500
2410/2410 [==============================] - 1s 358us/step - loss: 4.9155 - acc: 0.0025 - mean_squared_error: 40.0917 - val_loss: 5.1398 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.8392
Epoch 292/500
2410/2410 [==============================] - 1s 431us/step - loss: 4.6614 - acc: 0.0037 - mean_squared_error: 36.9210 - val_loss: 4.7140 - val_acc: 0.0164 - val_mean_squared_error: 43.5493
Epoch 293/500
2410/2410 [==============================] - 1s 282us/step - loss: 4.7641 - acc: 0.0037 - mean_squared_error: 39.3060 - val_loss: 5.2931 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.2206
Epoch 294/500
2410/2410 [==============================] - 1s 263us/step - loss: 4.7461 - acc: 0.0017 - mean_squared_error: 38.7491 - val_loss: 6.2972 - val_acc: 0.0000e+00 - val_mean_squared_error: 64.0296
Epoch 295/500
2410/2410 [==============================] - 1s 307us/step - loss: 5.4321 - acc: 4.1494e-04 - mean_squared_error: 47.0905 - val_loss: 5.1698 - val_acc: 9.6712e-04 - val_mean_squared_error: 48.6455
Epoch 296/500
2410/2410 [==============================] - 1s 266us/step - loss: 4.8224 - acc: 0.0029 - mean_squared_error: 39.5879 - val_loss: 5.9378 - val_acc: 9.6712e-04 - val_mean_squared_error: 62.9846
Epoch 297/500
2410/2410 [==============================] - 1s 306us/step - loss: 4.9556 - acc: 0.0000e+00 - mean_squared_error: 40.8515 - val_loss: 5.1518 - val_acc: 0.0000e+00 - val_mean_squared_error: 50.8184
Epoch 298/500
2410/2410 [==============================] - 1s 315us/step - loss: 5.1864 - acc: 4.1494e-04 - mean_squared_error: 44.4513 - val_loss: 6.0517 - val_acc: 0.0000e+00 - val_mean_squared_error: 64.3308
Epoch 299/500
2410/2410 [==============================] - 1s 255us/step - loss: 4.6182 - acc: 0.0025 - mean_squared_error: 36.2282 - val_loss: 4.6830 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.1150
Epoch 300/500
2410/2410 [==============================] - 1s 306us/step - loss: 4.5915 - acc: 0.0025 - mean_squared_error: 36.0513 - val_loss: 4.5949 - val_acc: 0.0164 - val_mean_squared_error: 43.0911
Epoch 301/500
2410/2410 [==============================] - 1s 321us/step - loss: 4.8752 - acc: 0.0037 - mean_squared_error: 40.3627 - val_loss: 6.0011 - val_acc: 0.0000e+00 - val_mean_squared_error: 63.9150
Epoch 302/500
2410/2410 [==============================] - 1s 318us/step - loss: 4.8397 - acc: 0.0017 - mean_squared_error: 39.3045 - val_loss: 4.9024 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.1984
Epoch 303/500
2410/2410 [==============================] - 1s 264us/step - loss: 4.6203 - acc: 0.0017 - mean_squared_error: 36.4105 - val_loss: 4.7863 - val_acc: 9.6712e-04 - val_mean_squared_error: 43.4832
Epoch 304/500
2410/2410 [==============================] - 1s 233us/step - loss: 4.9024 - acc: 0.0025 - mean_squared_error: 40.2171 - val_loss: 4.8123 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.1135
Epoch 305/500
2410/2410 [==============================] - 1s 285us/step - loss: 4.7839 - acc: 0.0017 - mean_squared_error: 38.7185 - val_loss: 5.8521 - val_acc: 0.0000e+00 - val_mean_squared_error: 59.2949
Epoch 306/500
2410/2410 [==============================] - 1s 253us/step - loss: 5.0420 - acc: 0.0000e+00 - mean_squared_error: 41.9787 - val_loss: 5.1528 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.5925
Epoch 307/500
2410/2410 [==============================] - 1s 310us/step - loss: 4.5983 - acc: 0.0033 - mean_squared_error: 36.0170 - val_loss: 6.4588 - val_acc: 0.0000e+00 - val_mean_squared_error: 66.2357
Epoch 308/500
2410/2410 [==============================] - 1s 292us/step - loss: 4.8624 - acc: 0.0025 - mean_squared_error: 39.7013 - val_loss: 4.6310 - val_acc: 9.6712e-04 - val_mean_squared_error: 43.9016
Epoch 309/500
2410/2410 [==============================] - 1s 312us/step - loss: 4.7595 - acc: 4.1494e-04 - mean_squared_error: 38.4010 - val_loss: 5.0034 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.7221
Epoch 310/500
2410/2410 [==============================] - 1s 332us/step - loss: 4.7584 - acc: 0.0025 - mean_squared_error: 38.4073 - val_loss: 5.8583 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.3716
Epoch 311/500
2410/2410 [==============================] - 1s 326us/step - loss: 4.9026 - acc: 0.0021 - mean_squared_error: 39.2826 - val_loss: 5.5715 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.5282
Epoch 312/500
2410/2410 [==============================] - 1s 286us/step - loss: 5.3393 - acc: 0.0012 - mean_squared_error: 46.5039 - val_loss: 4.6895 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.6977
Epoch 313/500
2410/2410 [==============================] - 1s 269us/step - loss: 4.7275 - acc: 0.0021 - mean_squared_error: 38.1303 - val_loss: 4.9440 - val_acc: 0.0174 - val_mean_squared_error: 48.2613
Epoch 314/500
2410/2410 [==============================] - 1s 221us/step - loss: 4.7061 - acc: 0.0037 - mean_squared_error: 37.3920 - val_loss: 4.7053 - val_acc: 0.0000e+00 - val_mean_squared_error: 41.7428
Epoch 315/500
2410/2410 [==============================] - 1s 291us/step - loss: 5.0562 - acc: 0.0021 - mean_squared_error: 42.1631 - val_loss: 5.2887 - val_acc: 9.6712e-04 - val_mean_squared_error: 53.4009
Epoch 316/500
2410/2410 [==============================] - 1s 361us/step - loss: 4.5829 - acc: 0.0017 - mean_squared_error: 36.2332 - val_loss: 4.9328 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.6101
Epoch 317/500
2410/2410 [==============================] - 1s 325us/step - loss: 4.6759 - acc: 0.0021 - mean_squared_error: 36.7528 - val_loss: 4.5784 - val_acc: 0.0000e+00 - val_mean_squared_error: 41.4122
Epoch 318/500
2410/2410 [==============================] - 1s 284us/step - loss: 4.9365 - acc: 4.1494e-04 - mean_squared_error: 39.4257 - val_loss: 4.8945 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.7783
Epoch 319/500
2410/2410 [==============================] - 1s 344us/step - loss: 5.2510 - acc: 4.1494e-04 - mean_squared_error: 44.9165 - val_loss: 5.1923 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.8945
Epoch 320/500
2410/2410 [==============================] - 1s 261us/step - loss: 4.9770 - acc: 0.0017 - mean_squared_error: 40.6808 - val_loss: 5.4312 - val_acc: 9.6712e-04 - val_mean_squared_error: 55.6161
Epoch 321/500
2410/2410 [==============================] - 1s 320us/step - loss: 5.1647 - acc: 0.0021 - mean_squared_error: 44.3417 - val_loss: 4.5493 - val_acc: 9.6712e-04 - val_mean_squared_error: 40.7369
Epoch 322/500
2410/2410 [==============================] - 1s 320us/step - loss: 4.8720 - acc: 0.0017 - mean_squared_error: 40.4477 - val_loss: 4.9632 - val_acc: 9.6712e-04 - val_mean_squared_error: 45.3963
Epoch 323/500
2410/2410 [==============================] - 1s 348us/step - loss: 4.8451 - acc: 8.2988e-04 - mean_squared_error: 39.3628 - val_loss: 4.7834 - val_acc: 0.0174 - val_mean_squared_error: 43.9396
Epoch 324/500
2410/2410 [==============================] - 1s 355us/step - loss: 5.2377 - acc: 0.0017 - mean_squared_error: 44.9366 - val_loss: 5.3456 - val_acc: 0.0174 - val_mean_squared_error: 51.1049
Epoch 325/500
2410/2410 [==============================] - 1s 327us/step - loss: 4.7155 - acc: 8.2988e-04 - mean_squared_error: 37.8991 - val_loss: 4.5588 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.3869
Epoch 326/500
2410/2410 [==============================] - 1s 245us/step - loss: 4.9574 - acc: 0.0033 - mean_squared_error: 40.7972 - val_loss: 4.6581 - val_acc: 0.0164 - val_mean_squared_error: 43.4849
Epoch 327/500
2410/2410 [==============================] - 0s 205us/step - loss: 5.0257 - acc: 0.0046 - mean_squared_error: 41.1712 - val_loss: 5.0621 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.0163
Epoch 328/500
2410/2410 [==============================] - 1s 268us/step - loss: 4.4959 - acc: 0.0021 - mean_squared_error: 34.5115 - val_loss: 5.0440 - val_acc: 0.0000e+00 - val_mean_squared_error: 45.7497
Epoch 329/500
2410/2410 [==============================] - 1s 298us/step - loss: 4.5245 - acc: 0.0033 - mean_squared_error: 34.8510 - val_loss: 5.5787 - val_acc: 0.0000e+00 - val_mean_squared_error: 55.2252
Epoch 330/500
2410/2410 [==============================] - 1s 239us/step - loss: 4.4317 - acc: 0.0025 - mean_squared_error: 33.7902 - val_loss: 4.7697 - val_acc: 9.6712e-04 - val_mean_squared_error: 46.2206
Epoch 331/500
2410/2410 [==============================] - 1s 244us/step - loss: 5.2978 - acc: 0.0012 - mean_squared_error: 45.5080 - val_loss: 5.0249 - val_acc: 9.6712e-04 - val_mean_squared_error: 45.0434
Epoch 332/500
2410/2410 [==============================] - 1s 293us/step - loss: 4.6847 - acc: 0.0033 - mean_squared_error: 37.4182 - val_loss: 4.7388 - val_acc: 0.0000e+00 - val_mean_squared_error: 42.2480
Epoch 333/500
2410/2410 [==============================] - 1s 270us/step - loss: 4.4726 - acc: 0.0017 - mean_squared_error: 33.9250 - val_loss: 4.8825 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.7857
Epoch 334/500
2410/2410 [==============================] - 1s 236us/step - loss: 4.9264 - acc: 8.2988e-04 - mean_squared_error: 40.7970 - val_loss: 5.2240 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.7691
Epoch 335/500
2410/2410 [==============================] - 1s 254us/step - loss: 4.7334 - acc: 0.0025 - mean_squared_error: 37.4909 - val_loss: 4.9321 - val_acc: 0.0000e+00 - val_mean_squared_error: 45.6717
Epoch 336/500
2410/2410 [==============================] - 1s 334us/step - loss: 4.9076 - acc: 0.0021 - mean_squared_error: 40.1637 - val_loss: 5.0214 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.5403
Epoch 337/500
2410/2410 [==============================] - 1s 358us/step - loss: 5.3598 - acc: 0.0017 - mean_squared_error: 46.7922 - val_loss: 5.8028 - val_acc: 9.6712e-04 - val_mean_squared_error: 58.8293
Epoch 338/500
2410/2410 [==============================] - 1s 289us/step - loss: 4.6620 - acc: 0.0050 - mean_squared_error: 36.8640 - val_loss: 5.0720 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.6849
Epoch 339/500
2410/2410 [==============================] - 1s 311us/step - loss: 4.3913 - acc: 0.0029 - mean_squared_error: 33.7260 - val_loss: 4.8309 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.4957
Epoch 340/500
2410/2410 [==============================] - 1s 358us/step - loss: 4.7959 - acc: 8.2988e-04 - mean_squared_error: 38.5120 - val_loss: 5.9877 - val_acc: 0.0000e+00 - val_mean_squared_error: 57.4821
Epoch 341/500
2410/2410 [==============================] - 1s 321us/step - loss: 4.6548 - acc: 0.0029 - mean_squared_error: 36.4409 - val_loss: 4.8879 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.3187
Epoch 342/500
2410/2410 [==============================] - 1s 332us/step - loss: 4.4669 - acc: 8.2988e-04 - mean_squared_error: 34.1909 - val_loss: 5.9655 - val_acc: 0.0000e+00 - val_mean_squared_error: 58.9657
Epoch 343/500
2410/2410 [==============================] - 1s 328us/step - loss: 4.7906 - acc: 0.0033 - mean_squared_error: 38.2484 - val_loss: 4.8698 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.3814
Epoch 344/500
2410/2410 [==============================] - 1s 340us/step - loss: 5.3408 - acc: 0.0021 - mean_squared_error: 46.6999 - val_loss: 4.6357 - val_acc: 0.0000e+00 - val_mean_squared_error: 40.1371
Epoch 345/500
2410/2410 [==============================] - 1s 408us/step - loss: 4.7335 - acc: 0.0033 - mean_squared_error: 37.4772 - val_loss: 4.9944 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.2370
Epoch 346/500
2410/2410 [==============================] - 1s 321us/step - loss: 4.3933 - acc: 0.0033 - mean_squared_error: 33.1942 - val_loss: 4.8982 - val_acc: 0.0077 - val_mean_squared_error: 44.7049
Epoch 347/500
2410/2410 [==============================] - 1s 319us/step - loss: 4.6390 - acc: 0.0029 - mean_squared_error: 35.9730 - val_loss: 5.4525 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.3074
Epoch 348/500
2410/2410 [==============================] - 1s 405us/step - loss: 4.7490 - acc: 0.0025 - mean_squared_error: 37.5702 - val_loss: 4.5048 - val_acc: 0.0000e+00 - val_mean_squared_error: 40.6456
Epoch 349/500
2410/2410 [==============================] - 1s 377us/step - loss: 4.4074 - acc: 0.0037 - mean_squared_error: 33.6278 - val_loss: 4.5060 - val_acc: 0.0174 - val_mean_squared_error: 40.4896
Epoch 350/500
2410/2410 [==============================] - 1s 249us/step - loss: 4.5758 - acc: 8.2988e-04 - mean_squared_error: 34.7553 - val_loss: 4.8902 - val_acc: 0.0000e+00 - val_mean_squared_error: 42.5540
Epoch 351/500
2410/2410 [==============================] - 1s 294us/step - loss: 4.8482 - acc: 0.0029 - mean_squared_error: 39.6005 - val_loss: 4.7423 - val_acc: 9.6712e-04 - val_mean_squared_error: 42.0519
Epoch 352/500
2410/2410 [==============================] - 1s 231us/step - loss: 4.8189 - acc: 0.0041 - mean_squared_error: 39.0492 - val_loss: 4.4531 - val_acc: 0.0135 - val_mean_squared_error: 39.2286
Epoch 353/500
2410/2410 [==============================] - 1s 320us/step - loss: 4.4751 - acc: 0.0041 - mean_squared_error: 34.4370 - val_loss: 4.8148 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.1345
Epoch 354/500
2410/2410 [==============================] - 1s 265us/step - loss: 4.4965 - acc: 0.0012 - mean_squared_error: 35.0321 - val_loss: 4.5495 - val_acc: 9.6712e-04 - val_mean_squared_error: 39.3858
Epoch 355/500
2410/2410 [==============================] - 1s 254us/step - loss: 4.7945 - acc: 8.2988e-04 - mean_squared_error: 38.7916 - val_loss: 4.5911 - val_acc: 0.0164 - val_mean_squared_error: 41.2726
Epoch 356/500
2410/2410 [==============================] - 1s 264us/step - loss: 4.4545 - acc: 0.0041 - mean_squared_error: 33.9421 - val_loss: 4.4385 - val_acc: 9.6712e-04 - val_mean_squared_error: 39.5132
Epoch 357/500
2410/2410 [==============================] - 1s 240us/step - loss: 4.6725 - acc: 0.0017 - mean_squared_error: 36.3689 - val_loss: 4.7104 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.5884
Epoch 358/500
2410/2410 [==============================] - 1s 252us/step - loss: 4.3264 - acc: 0.0041 - mean_squared_error: 32.8551 - val_loss: 4.4923 - val_acc: 0.0087 - val_mean_squared_error: 41.8755
Epoch 359/500
2410/2410 [==============================] - 1s 324us/step - loss: 5.3313 - acc: 0.0025 - mean_squared_error: 46.0637 - val_loss: 4.6629 - val_acc: 0.0174 - val_mean_squared_error: 41.7062
Epoch 360/500
2410/2410 [==============================] - 1s 314us/step - loss: 4.5735 - acc: 0.0029 - mean_squared_error: 35.7600 - val_loss: 5.5203 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.5013
Epoch 361/500
2410/2410 [==============================] - 1s 284us/step - loss: 5.5040 - acc: 0.0017 - mean_squared_error: 48.3937 - val_loss: 4.5990 - val_acc: 0.0000e+00 - val_mean_squared_error: 40.0061
Epoch 362/500
2410/2410 [==============================] - 1s 309us/step - loss: 4.5481 - acc: 0.0025 - mean_squared_error: 34.7514 - val_loss: 4.5653 - val_acc: 0.0174 - val_mean_squared_error: 42.8561
Epoch 363/500
2410/2410 [==============================] - 1s 304us/step - loss: 5.0487 - acc: 0.0029 - mean_squared_error: 42.0871 - val_loss: 4.7988 - val_acc: 0.0174 - val_mean_squared_error: 43.4984
Epoch 364/500
2410/2410 [==============================] - 1s 319us/step - loss: 4.5418 - acc: 0.0037 - mean_squared_error: 35.3782 - val_loss: 4.6909 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.6272
Epoch 365/500
2410/2410 [==============================] - 1s 308us/step - loss: 4.3790 - acc: 0.0054 - mean_squared_error: 33.0559 - val_loss: 4.7581 - val_acc: 0.0000e+00 - val_mean_squared_error: 42.3157
Epoch 366/500
2410/2410 [==============================] - 1s 330us/step - loss: 4.8202 - acc: 0.0000e+00 - mean_squared_error: 37.9249 - val_loss: 4.3992 - val_acc: 9.6712e-04 - val_mean_squared_error: 39.2878
Epoch 367/500
2410/2410 [==============================] - 1s 295us/step - loss: 4.2134 - acc: 0.0066 - mean_squared_error: 31.7799 - val_loss: 4.8336 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.6910
Epoch 368/500
2410/2410 [==============================] - 1s 309us/step - loss: 4.5405 - acc: 0.0017 - mean_squared_error: 35.5784 - val_loss: 4.5387 - val_acc: 9.6712e-04 - val_mean_squared_error: 40.6886
Epoch 369/500
2410/2410 [==============================] - 1s 294us/step - loss: 4.8813 - acc: 0.0017 - mean_squared_error: 39.4577 - val_loss: 5.0058 - val_acc: 9.6712e-04 - val_mean_squared_error: 45.3845
Epoch 370/500
2410/2410 [==============================] - 1s 336us/step - loss: 4.9177 - acc: 0.0029 - mean_squared_error: 39.6331 - val_loss: 4.4446 - val_acc: 9.6712e-04 - val_mean_squared_error: 38.5687
Epoch 371/500
2410/2410 [==============================] - 1s 312us/step - loss: 4.8220 - acc: 0.0017 - mean_squared_error: 39.2471 - val_loss: 5.9097 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.7817
Epoch 372/500
2410/2410 [==============================] - 1s 325us/step - loss: 4.7298 - acc: 0.0017 - mean_squared_error: 37.2447 - val_loss: 5.4207 - val_acc: 0.0000e+00 - val_mean_squared_error: 50.4852
Epoch 373/500
2410/2410 [==============================] - 1s 288us/step - loss: 4.3727 - acc: 0.0033 - mean_squared_error: 32.6047 - val_loss: 4.6562 - val_acc: 0.0000e+00 - val_mean_squared_error: 41.1556
Epoch 374/500
2410/2410 [==============================] - 1s 322us/step - loss: 4.6792 - acc: 0.0041 - mean_squared_error: 36.6664 - val_loss: 4.5759 - val_acc: 0.0000e+00 - val_mean_squared_error: 40.1259
Epoch 375/500
2410/2410 [==============================] - 1s 305us/step - loss: 5.0074 - acc: 4.1494e-04 - mean_squared_error: 40.9238 - val_loss: 7.5187 - val_acc: 0.0000e+00 - val_mean_squared_error: 84.2859
Epoch 376/500
2410/2410 [==============================] - 1s 337us/step - loss: 4.9279 - acc: 0.0050 - mean_squared_error: 40.6505 - val_loss: 6.2315 - val_acc: 0.0000e+00 - val_mean_squared_error: 68.9097
Epoch 377/500
2410/2410 [==============================] - 1s 370us/step - loss: 4.4859 - acc: 0.0071 - mean_squared_error: 34.5030 - val_loss: 4.6305 - val_acc: 0.0000e+00 - val_mean_squared_error: 41.3567
Epoch 378/500
2410/2410 [==============================] - 1s 290us/step - loss: 4.7535 - acc: 0.0037 - mean_squared_error: 37.9392 - val_loss: 5.5367 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.8663
Epoch 379/500
2410/2410 [==============================] - 1s 235us/step - loss: 4.6433 - acc: 0.0041 - mean_squared_error: 36.2171 - val_loss: 4.5450 - val_acc: 0.0000e+00 - val_mean_squared_error: 40.7891
Epoch 380/500
2410/2410 [==============================] - 1s 225us/step - loss: 4.5008 - acc: 0.0050 - mean_squared_error: 34.6522 - val_loss: 4.4639 - val_acc: 0.0000e+00 - val_mean_squared_error: 38.5899
Epoch 381/500
2410/2410 [==============================] - 1s 300us/step - loss: 4.4512 - acc: 0.0033 - mean_squared_error: 34.0876 - val_loss: 4.3738 - val_acc: 0.0000e+00 - val_mean_squared_error: 37.2349
Epoch 382/500
2410/2410 [==============================] - 1s 260us/step - loss: 4.4890 - acc: 0.0037 - mean_squared_error: 34.1129 - val_loss: 4.8662 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.9137
Epoch 383/500
2410/2410 [==============================] - 1s 243us/step - loss: 4.3920 - acc: 0.0058 - mean_squared_error: 33.1700 - val_loss: 4.4847 - val_acc: 0.0174 - val_mean_squared_error: 39.1291
Epoch 384/500
2410/2410 [==============================] - 1s 276us/step - loss: 4.6070 - acc: 0.0021 - mean_squared_error: 35.6216 - val_loss: 4.8254 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.3229
Epoch 385/500
2410/2410 [==============================] - 1s 288us/step - loss: 4.4612 - acc: 0.0025 - mean_squared_error: 33.8833 - val_loss: 4.4069 - val_acc: 0.0000e+00 - val_mean_squared_error: 39.2366
Epoch 386/500
2410/2410 [==============================] - 1s 276us/step - loss: 4.6204 - acc: 0.0021 - mean_squared_error: 35.7885 - val_loss: 4.3470 - val_acc: 9.6712e-04 - val_mean_squared_error: 37.4229
Epoch 387/500
2410/2410 [==============================] - 1s 290us/step - loss: 4.7996 - acc: 0.0021 - mean_squared_error: 38.5756 - val_loss: 4.7542 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.1086
Epoch 388/500
2410/2410 [==============================] - 1s 317us/step - loss: 4.3840 - acc: 0.0017 - mean_squared_error: 32.5671 - val_loss: 4.7100 - val_acc: 0.0068 - val_mean_squared_error: 41.0842
Epoch 389/500
2410/2410 [==============================] - 1s 287us/step - loss: 4.4292 - acc: 0.0029 - mean_squared_error: 32.9779 - val_loss: 4.6479 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.6278
Epoch 390/500
2410/2410 [==============================] - 1s 289us/step - loss: 4.7464 - acc: 8.2988e-04 - mean_squared_error: 37.5801 - val_loss: 4.9589 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.9504
Epoch 391/500
2410/2410 [==============================] - 1s 302us/step - loss: 4.2598 - acc: 0.0041 - mean_squared_error: 31.6882 - val_loss: 4.4167 - val_acc: 9.6712e-04 - val_mean_squared_error: 39.9098
Epoch 392/500
2410/2410 [==============================] - 1s 327us/step - loss: 4.1862 - acc: 0.0041 - mean_squared_error: 30.4449 - val_loss: 4.4219 - val_acc: 9.6712e-04 - val_mean_squared_error: 39.2446
Epoch 393/500
2410/2410 [==============================] - 1s 326us/step - loss: 5.2505 - acc: 0.0000e+00 - mean_squared_error: 44.8467 - val_loss: 5.3113 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.9635
Epoch 394/500
2410/2410 [==============================] - 1s 224us/step - loss: 5.9702 - acc: 4.1494e-04 - mean_squared_error: 55.8175 - val_loss: 4.4093 - val_acc: 0.0116 - val_mean_squared_error: 38.5290
Epoch 395/500
2410/2410 [==============================] - 1s 251us/step - loss: 4.3654 - acc: 0.0071 - mean_squared_error: 33.2792 - val_loss: 4.7180 - val_acc: 0.0174 - val_mean_squared_error: 41.5028
Epoch 396/500
2410/2410 [==============================] - 1s 298us/step - loss: 4.4107 - acc: 0.0021 - mean_squared_error: 32.6298 - val_loss: 4.3788 - val_acc: 0.0000e+00 - val_mean_squared_error: 37.2423
Epoch 397/500
2410/2410 [==============================] - 1s 268us/step - loss: 4.4085 - acc: 0.0012 - mean_squared_error: 33.3153 - val_loss: 5.1199 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.8994
Epoch 398/500
2410/2410 [==============================] - 1s 304us/step - loss: 4.3842 - acc: 0.0037 - mean_squared_error: 33.0709 - val_loss: 4.8795 - val_acc: 9.6712e-04 - val_mean_squared_error: 42.9497
Epoch 399/500
2410/2410 [==============================] - 1s 292us/step - loss: 4.6518 - acc: 0.0025 - mean_squared_error: 36.2318 - val_loss: 4.3811 - val_acc: 0.0077 - val_mean_squared_error: 37.9786
Epoch 400/500
2410/2410 [==============================] - 1s 319us/step - loss: 4.6106 - acc: 0.0025 - mean_squared_error: 35.9141 - val_loss: 4.5486 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.1554
Epoch 401/500
2410/2410 [==============================] - 1s 343us/step - loss: 4.5182 - acc: 8.2988e-04 - mean_squared_error: 34.8835 - val_loss: 4.5293 - val_acc: 0.0019 - val_mean_squared_error: 40.9121
Epoch 402/500
2410/2410 [==============================] - 1s 325us/step - loss: 4.2807 - acc: 0.0037 - mean_squared_error: 32.0848 - val_loss: 5.2856 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.2760
Epoch 403/500
2410/2410 [==============================] - 1s 321us/step - loss: 4.3410 - acc: 0.0021 - mean_squared_error: 32.6215 - val_loss: 4.3603 - val_acc: 9.6712e-04 - val_mean_squared_error: 38.3870
Epoch 404/500
2410/2410 [==============================] - 1s 300us/step - loss: 4.2003 - acc: 0.0041 - mean_squared_error: 30.5146 - val_loss: 5.3070 - val_acc: 9.6712e-04 - val_mean_squared_error: 50.3788
Epoch 405/500
2410/2410 [==============================] - 1s 269us/step - loss: 4.3978 - acc: 0.0025 - mean_squared_error: 33.2770 - val_loss: 5.0533 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.0832
Epoch 406/500
2410/2410 [==============================] - 1s 288us/step - loss: 4.6052 - acc: 0.0025 - mean_squared_error: 34.9696 - val_loss: 4.2098 - val_acc: 0.0174 - val_mean_squared_error: 35.7117
Epoch 407/500
2410/2410 [==============================] - 1s 263us/step - loss: 4.4906 - acc: 0.0041 - mean_squared_error: 34.2125 - val_loss: 4.6352 - val_acc: 0.0000e+00 - val_mean_squared_error: 39.9139
Epoch 408/500
2410/2410 [==============================] - 1s 321us/step - loss: 4.4302 - acc: 0.0058 - mean_squared_error: 33.1909 - val_loss: 4.2817 - val_acc: 0.0126 - val_mean_squared_error: 37.3163
Epoch 409/500
2410/2410 [==============================] - 1s 328us/step - loss: 4.1672 - acc: 0.0046 - mean_squared_error: 31.0080 - val_loss: 4.4636 - val_acc: 0.0174 - val_mean_squared_error: 38.2240
Epoch 410/500
2410/2410 [==============================] - 1s 329us/step - loss: 4.1257 - acc: 0.0083 - mean_squared_error: 30.4249 - val_loss: 4.1768 - val_acc: 9.6712e-04 - val_mean_squared_error: 35.2797
Epoch 411/500
2410/2410 [==============================] - 1s 341us/step - loss: 4.3547 - acc: 0.0025 - mean_squared_error: 32.6800 - val_loss: 4.7466 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.1340
Epoch 412/500
2410/2410 [==============================] - 1s 325us/step - loss: 4.7977 - acc: 0.0029 - mean_squared_error: 38.4558 - val_loss: 4.4899 - val_acc: 0.0000e+00 - val_mean_squared_error: 38.9490
Epoch 413/500
2410/2410 [==============================] - 1s 332us/step - loss: 4.2167 - acc: 0.0041 - mean_squared_error: 30.9507 - val_loss: 4.8368 - val_acc: 0.0019 - val_mean_squared_error: 44.8740
Epoch 414/500
2410/2410 [==============================] - 1s 358us/step - loss: 4.8025 - acc: 0.0033 - mean_squared_error: 38.1535 - val_loss: 4.7240 - val_acc: 0.0029 - val_mean_squared_error: 41.5035
Epoch 415/500
2410/2410 [==============================] - 1s 298us/step - loss: 4.7189 - acc: 0.0037 - mean_squared_error: 37.9836 - val_loss: 4.9170 - val_acc: 0.0000e+00 - val_mean_squared_error: 43.6027
Epoch 416/500
2410/2410 [==============================] - 1s 351us/step - loss: 4.5048 - acc: 0.0021 - mean_squared_error: 34.1511 - val_loss: 5.2090 - val_acc: 9.6712e-04 - val_mean_squared_error: 50.7816
Epoch 417/500
2410/2410 [==============================] - 1s 293us/step - loss: 4.2586 - acc: 0.0025 - mean_squared_error: 31.0643 - val_loss: 4.2525 - val_acc: 0.0000e+00 - val_mean_squared_error: 35.3601
Epoch 418/500
2410/2410 [==============================] - 1s 339us/step - loss: 4.2269 - acc: 0.0012 - mean_squared_error: 30.8114 - val_loss: 4.7787 - val_acc: 0.0000e+00 - val_mean_squared_error: 41.6310
Epoch 419/500
2410/2410 [==============================] - 1s 370us/step - loss: 4.8490 - acc: 0.0012 - mean_squared_error: 38.4391 - val_loss: 4.7074 - val_acc: 0.0000e+00 - val_mean_squared_error: 38.7908
Epoch 420/500
2410/2410 [==============================] - 1s 328us/step - loss: 4.6851 - acc: 0.0017 - mean_squared_error: 36.5138 - val_loss: 4.3124 - val_acc: 9.6712e-04 - val_mean_squared_error: 37.1979
Epoch 421/500
2410/2410 [==============================] - 1s 258us/step - loss: 4.4743 - acc: 0.0033 - mean_squared_error: 33.8522 - val_loss: 5.2609 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.6453
Epoch 422/500
2410/2410 [==============================] - 1s 279us/step - loss: 4.1971 - acc: 0.0062 - mean_squared_error: 31.2659 - val_loss: 4.2247 - val_acc: 0.0019 - val_mean_squared_error: 36.1797
Epoch 423/500
2410/2410 [==============================] - 1s 286us/step - loss: 4.3451 - acc: 0.0025 - mean_squared_error: 32.5007 - val_loss: 5.0876 - val_acc: 0.0000e+00 - val_mean_squared_error: 45.1645
Epoch 424/500
2410/2410 [==============================] - 1s 336us/step - loss: 4.5742 - acc: 8.2988e-04 - mean_squared_error: 35.1899 - val_loss: 4.4787 - val_acc: 9.6712e-04 - val_mean_squared_error: 38.9839
Epoch 425/500
2410/2410 [==============================] - 1s 263us/step - loss: 4.3694 - acc: 0.0037 - mean_squared_error: 32.3701 - val_loss: 5.2143 - val_acc: 0.0000e+00 - val_mean_squared_error: 46.5190
Epoch 426/500
2410/2410 [==============================] - 1s 280us/step - loss: 4.6991 - acc: 0.0029 - mean_squared_error: 37.0074 - val_loss: 4.5633 - val_acc: 9.6712e-04 - val_mean_squared_error: 38.7610
Epoch 427/500
2410/2410 [==============================] - 1s 305us/step - loss: 4.2908 - acc: 0.0054 - mean_squared_error: 32.3207 - val_loss: 4.4229 - val_acc: 9.6712e-04 - val_mean_squared_error: 39.2327
Epoch 428/500
2410/2410 [==============================] - 1s 264us/step - loss: 4.2975 - acc: 0.0021 - mean_squared_error: 31.8823 - val_loss: 4.2821 - val_acc: 0.0000e+00 - val_mean_squared_error: 35.9814
Epoch 429/500
2410/2410 [==============================] - 1s 292us/step - loss: 4.4058 - acc: 0.0029 - mean_squared_error: 32.9875 - val_loss: 5.7464 - val_acc: 0.0000e+00 - val_mean_squared_error: 52.9972
Epoch 430/500
2410/2410 [==============================] - 1s 279us/step - loss: 4.6678 - acc: 0.0029 - mean_squared_error: 35.6284 - val_loss: 4.3695 - val_acc: 0.0087 - val_mean_squared_error: 37.1062
Epoch 431/500
2410/2410 [==============================] - 1s 282us/step - loss: 4.3791 - acc: 8.2988e-04 - mean_squared_error: 32.5285 - val_loss: 4.5377 - val_acc: 0.0019 - val_mean_squared_error: 39.1955
Epoch 432/500
2410/2410 [==============================] - 1s 269us/step - loss: 4.5085 - acc: 0.0025 - mean_squared_error: 34.3257 - val_loss: 4.7332 - val_acc: 9.6712e-04 - val_mean_squared_error: 42.7726
Epoch 433/500
2410/2410 [==============================] - 1s 279us/step - loss: 4.2506 - acc: 0.0058 - mean_squared_error: 31.1558 - val_loss: 5.3763 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.2019
Epoch 434/500
2410/2410 [==============================] - 1s 263us/step - loss: 4.4619 - acc: 0.0046 - mean_squared_error: 33.9781 - val_loss: 5.9872 - val_acc: 0.0000e+00 - val_mean_squared_error: 57.1531
Epoch 435/500
2410/2410 [==============================] - 1s 281us/step - loss: 4.8921 - acc: 0.0012 - mean_squared_error: 38.4030 - val_loss: 5.9789 - val_acc: 0.0000e+00 - val_mean_squared_error: 58.3436
Epoch 436/500
2410/2410 [==============================] - 1s 332us/step - loss: 4.4052 - acc: 0.0021 - mean_squared_error: 32.8173 - val_loss: 5.2158 - val_acc: 9.6712e-04 - val_mean_squared_error: 45.9001
Epoch 437/500
2410/2410 [==============================] - 1s 347us/step - loss: 4.1766 - acc: 0.0050 - mean_squared_error: 30.2971 - val_loss: 4.2645 - val_acc: 9.6712e-04 - val_mean_squared_error: 35.6645
Epoch 438/500
2410/2410 [==============================] - 1s 301us/step - loss: 4.0819 - acc: 0.0033 - mean_squared_error: 29.0851 - val_loss: 4.2830 - val_acc: 0.0019 - val_mean_squared_error: 36.7232
Epoch 439/500
2410/2410 [==============================] - 1s 362us/step - loss: 4.3481 - acc: 0.0021 - mean_squared_error: 32.3312 - val_loss: 4.1258 - val_acc: 0.0174 - val_mean_squared_error: 34.7536
Epoch 440/500
2410/2410 [==============================] - 1s 376us/step - loss: 3.9460 - acc: 0.0054 - mean_squared_error: 27.7945 - val_loss: 4.0894 - val_acc: 9.6712e-04 - val_mean_squared_error: 33.8604
Epoch 441/500
2410/2410 [==============================] - 1s 354us/step - loss: 4.0130 - acc: 0.0029 - mean_squared_error: 28.2430 - val_loss: 4.4241 - val_acc: 0.0019 - val_mean_squared_error: 37.1312
Epoch 442/500
2410/2410 [==============================] - 1s 391us/step - loss: 4.4877 - acc: 0.0017 - mean_squared_error: 34.4117 - val_loss: 4.0987 - val_acc: 0.0174 - val_mean_squared_error: 34.3823
Epoch 443/500
2410/2410 [==============================] - 1s 363us/step - loss: 4.3154 - acc: 0.0041 - mean_squared_error: 32.2694 - val_loss: 4.2033 - val_acc: 0.0019 - val_mean_squared_error: 35.1441
Epoch 444/500
2410/2410 [==============================] - 1s 305us/step - loss: 4.3652 - acc: 0.0012 - mean_squared_error: 32.1202 - val_loss: 4.3634 - val_acc: 0.0000e+00 - val_mean_squared_error: 35.8973
Epoch 445/500
2410/2410 [==============================] - 1s 332us/step - loss: 4.2069 - acc: 0.0025 - mean_squared_error: 30.9011 - val_loss: 4.4887 - val_acc: 9.6712e-04 - val_mean_squared_error: 38.4818
Epoch 446/500
2410/2410 [==============================] - 1s 296us/step - loss: 4.4120 - acc: 0.0029 - mean_squared_error: 33.4398 - val_loss: 4.9600 - val_acc: 0.0000e+00 - val_mean_squared_error: 42.2781
Epoch 447/500
2410/2410 [==============================] - 1s 280us/step - loss: 4.5427 - acc: 0.0017 - mean_squared_error: 35.3443 - val_loss: 4.1174 - val_acc: 0.0068 - val_mean_squared_error: 33.7419
Epoch 448/500
2410/2410 [==============================] - 1s 268us/step - loss: 4.3576 - acc: 0.0050 - mean_squared_error: 32.5606 - val_loss: 5.6778 - val_acc: 0.0000e+00 - val_mean_squared_error: 53.3898
Epoch 449/500
2410/2410 [==============================] - 1s 268us/step - loss: 4.6562 - acc: 0.0025 - mean_squared_error: 36.6427 - val_loss: 4.1156 - val_acc: 0.0000e+00 - val_mean_squared_error: 33.6818
Epoch 450/500
2410/2410 [==============================] - 1s 278us/step - loss: 4.1659 - acc: 0.0017 - mean_squared_error: 30.0422 - val_loss: 4.5453 - val_acc: 0.0000e+00 - val_mean_squared_error: 38.9275
Epoch 451/500
2410/2410 [==============================] - 1s 259us/step - loss: 4.0449 - acc: 0.0033 - mean_squared_error: 29.1058 - val_loss: 4.1614 - val_acc: 0.0000e+00 - val_mean_squared_error: 34.2439
Epoch 452/500
2410/2410 [==============================] - 1s 310us/step - loss: 4.5632 - acc: 0.0021 - mean_squared_error: 35.7017 - val_loss: 4.2810 - val_acc: 0.0174 - val_mean_squared_error: 37.1878
Epoch 453/500
2410/2410 [==============================] - 1s 336us/step - loss: 4.1203 - acc: 0.0041 - mean_squared_error: 29.8509 - val_loss: 5.1301 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.9883
Epoch 454/500
2410/2410 [==============================] - 1s 274us/step - loss: 4.3056 - acc: 0.0041 - mean_squared_error: 31.9142 - val_loss: 4.2989 - val_acc: 0.0019 - val_mean_squared_error: 35.6072
Epoch 455/500
2410/2410 [==============================] - 1s 340us/step - loss: 4.0146 - acc: 0.0058 - mean_squared_error: 28.3240 - val_loss: 4.2052 - val_acc: 9.6712e-04 - val_mean_squared_error: 35.7196
Epoch 456/500
2410/2410 [==============================] - 1s 339us/step - loss: 3.9317 - acc: 0.0071 - mean_squared_error: 28.1586 - val_loss: 4.8612 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.5750
Epoch 457/500
2410/2410 [==============================] - 1s 338us/step - loss: 4.3240 - acc: 0.0033 - mean_squared_error: 31.4636 - val_loss: 4.1056 - val_acc: 9.6712e-04 - val_mean_squared_error: 33.7138
Epoch 458/500
2410/2410 [==============================] - 1s 322us/step - loss: 4.2155 - acc: 0.0054 - mean_squared_error: 30.8171 - val_loss: 4.3399 - val_acc: 0.0000e+00 - val_mean_squared_error: 35.5423
Epoch 459/500
2410/2410 [==============================] - 1s 374us/step - loss: 4.3864 - acc: 0.0041 - mean_squared_error: 32.5634 - val_loss: 4.4655 - val_acc: 9.6712e-04 - val_mean_squared_error: 38.2355
Epoch 460/500
2410/2410 [==============================] - 1s 382us/step - loss: 4.0710 - acc: 0.0066 - mean_squared_error: 29.1836 - val_loss: 4.3087 - val_acc: 0.0000e+00 - val_mean_squared_error: 37.1543
Epoch 461/500
2410/2410 [==============================] - 1s 345us/step - loss: 3.8923 - acc: 0.0058 - mean_squared_error: 27.2005 - val_loss: 4.1375 - val_acc: 0.0174 - val_mean_squared_error: 35.2210
Epoch 462/500
2410/2410 [==============================] - 1s 222us/step - loss: 4.1832 - acc: 0.0050 - mean_squared_error: 30.8599 - val_loss: 4.1988 - val_acc: 0.0087 - val_mean_squared_error: 34.8082
Epoch 463/500
2410/2410 [==============================] - 1s 215us/step - loss: 4.2491 - acc: 0.0021 - mean_squared_error: 30.9214 - val_loss: 5.6802 - val_acc: 0.0000e+00 - val_mean_squared_error: 52.6363
Epoch 464/500
2410/2410 [==============================] - 1s 288us/step - loss: 4.0242 - acc: 0.0037 - mean_squared_error: 29.1676 - val_loss: 4.3622 - val_acc: 0.0000e+00 - val_mean_squared_error: 35.7552
Epoch 465/500
2410/2410 [==============================] - 1s 330us/step - loss: 4.2273 - acc: 0.0017 - mean_squared_error: 30.5616 - val_loss: 4.0635 - val_acc: 0.0174 - val_mean_squared_error: 33.5344
Epoch 466/500
2410/2410 [==============================] - 1s 275us/step - loss: 4.0169 - acc: 0.0050 - mean_squared_error: 28.2137 - val_loss: 4.2303 - val_acc: 9.6712e-04 - val_mean_squared_error: 35.9658
Epoch 467/500
2410/2410 [==============================] - 1s 309us/step - loss: 4.0998 - acc: 0.0025 - mean_squared_error: 29.3356 - val_loss: 5.8678 - val_acc: 0.0000e+00 - val_mean_squared_error: 55.4741
Epoch 468/500
2410/2410 [==============================] - 1s 286us/step - loss: 3.9572 - acc: 0.0083 - mean_squared_error: 28.0180 - val_loss: 4.7126 - val_acc: 0.0000e+00 - val_mean_squared_error: 41.4091
Epoch 469/500
2410/2410 [==============================] - 1s 348us/step - loss: 4.4318 - acc: 0.0037 - mean_squared_error: 34.0841 - val_loss: 4.1769 - val_acc: 0.0087 - val_mean_squared_error: 35.2215
Epoch 470/500
2410/2410 [==============================] - 1s 350us/step - loss: 4.0068 - acc: 0.0058 - mean_squared_error: 28.7027 - val_loss: 5.7678 - val_acc: 0.0000e+00 - val_mean_squared_error: 56.0469
Epoch 471/500
2410/2410 [==============================] - 1s 301us/step - loss: 4.2790 - acc: 0.0029 - mean_squared_error: 31.5495 - val_loss: 4.1540 - val_acc: 9.6712e-04 - val_mean_squared_error: 33.4166
Epoch 472/500
2410/2410 [==============================] - 1s 242us/step - loss: 3.9892 - acc: 0.0041 - mean_squared_error: 28.4712 - val_loss: 4.1626 - val_acc: 9.6712e-04 - val_mean_squared_error: 34.7035
Epoch 473/500
2410/2410 [==============================] - 1s 284us/step - loss: 4.2606 - acc: 0.0037 - mean_squared_error: 30.9865 - val_loss: 5.6669 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.5020
Epoch 474/500
2410/2410 [==============================] - 1s 317us/step - loss: 3.8980 - acc: 0.0066 - mean_squared_error: 27.5460 - val_loss: 4.2925 - val_acc: 0.0174 - val_mean_squared_error: 37.0938
Epoch 475/500
2410/2410 [==============================] - 1s 349us/step - loss: 3.7911 - acc: 0.0079 - mean_squared_error: 25.8178 - val_loss: 4.2071 - val_acc: 0.0019 - val_mean_squared_error: 35.0596
Epoch 476/500
2410/2410 [==============================] - 1s 380us/step - loss: 3.7673 - acc: 0.0066 - mean_squared_error: 26.0230 - val_loss: 4.6673 - val_acc: 0.0000e+00 - val_mean_squared_error: 39.5865
Epoch 477/500
2410/2410 [==============================] - 1s 245us/step - loss: 4.0620 - acc: 0.0025 - mean_squared_error: 29.2252 - val_loss: 4.5539 - val_acc: 0.0000e+00 - val_mean_squared_error: 37.7255
Epoch 478/500
2410/2410 [==============================] - 1s 220us/step - loss: 4.3982 - acc: 0.0033 - mean_squared_error: 33.2134 - val_loss: 5.1996 - val_acc: 0.0000e+00 - val_mean_squared_error: 44.8617
Epoch 479/500
2410/2410 [==============================] - 1s 239us/step - loss: 4.2794 - acc: 0.0029 - mean_squared_error: 31.7946 - val_loss: 4.3978 - val_acc: 0.0000e+00 - val_mean_squared_error: 36.2458
Epoch 480/500
2410/2410 [==============================] - 1s 334us/step - loss: 4.1992 - acc: 0.0046 - mean_squared_error: 31.3329 - val_loss: 4.0911 - val_acc: 9.6712e-04 - val_mean_squared_error: 34.3495
Epoch 481/500
2410/2410 [==============================] - 1s 334us/step - loss: 4.1584 - acc: 0.0071 - mean_squared_error: 30.4569 - val_loss: 4.0910 - val_acc: 0.0000e+00 - val_mean_squared_error: 32.5723
Epoch 482/500
2410/2410 [==============================] - 1s 340us/step - loss: 4.0179 - acc: 0.0037 - mean_squared_error: 28.8940 - val_loss: 5.2555 - val_acc: 0.0000e+00 - val_mean_squared_error: 47.2967
Epoch 483/500
2410/2410 [==============================] - 1s 308us/step - loss: 4.8654 - acc: 0.0021 - mean_squared_error: 39.5395 - val_loss: 4.1589 - val_acc: 9.6712e-04 - val_mean_squared_error: 33.8487
Epoch 484/500
2410/2410 [==============================] - 1s 334us/step - loss: 3.8736 - acc: 0.0054 - mean_squared_error: 27.1119 - val_loss: 4.6113 - val_acc: 0.0000e+00 - val_mean_squared_error: 39.1027
Epoch 485/500
2410/2410 [==============================] - 1s 310us/step - loss: 3.8046 - acc: 0.0066 - mean_squared_error: 26.2281 - val_loss: 4.4659 - val_acc: 0.0000e+00 - val_mean_squared_error: 36.6773
Epoch 486/500
2410/2410 [==============================] - 1s 297us/step - loss: 4.3362 - acc: 0.0025 - mean_squared_error: 32.5130 - val_loss: 5.4112 - val_acc: 9.6712e-04 - val_mean_squared_error: 50.4586
Epoch 487/500
2410/2410 [==============================] - 1s 316us/step - loss: 4.0731 - acc: 0.0033 - mean_squared_error: 29.4646 - val_loss: 4.5965 - val_acc: 9.6712e-04 - val_mean_squared_error: 40.2588
Epoch 488/500
2410/2410 [==============================] - 1s 276us/step - loss: 3.8860 - acc: 0.0091 - mean_squared_error: 26.7919 - val_loss: 4.5611 - val_acc: 0.0000e+00 - val_mean_squared_error: 38.4467
Epoch 489/500
2410/2410 [==============================] - 1s 315us/step - loss: 3.9033 - acc: 0.0050 - mean_squared_error: 27.1797 - val_loss: 4.3637 - val_acc: 0.0000e+00 - val_mean_squared_error: 36.8230
Epoch 490/500
2410/2410 [==============================] - 1s 268us/step - loss: 3.8118 - acc: 0.0075 - mean_squared_error: 26.4257 - val_loss: 4.7935 - val_acc: 0.0000e+00 - val_mean_squared_error: 40.8949
Epoch 491/500
2410/2410 [==============================] - 1s 226us/step - loss: 3.9681 - acc: 0.0062 - mean_squared_error: 28.0035 - val_loss: 5.2733 - val_acc: 0.0000e+00 - val_mean_squared_error: 48.8041
Epoch 492/500
2410/2410 [==============================] - 1s 236us/step - loss: 4.5935 - acc: 0.0050 - mean_squared_error: 36.4011 - val_loss: 4.8318 - val_acc: 9.6712e-04 - val_mean_squared_error: 41.2736
Epoch 493/500
2410/2410 [==============================] - 0s 207us/step - loss: 4.0588 - acc: 0.0021 - mean_squared_error: 29.3243 - val_loss: 4.4588 - val_acc: 0.0126 - val_mean_squared_error: 37.5651
Epoch 494/500
2410/2410 [==============================] - 1s 234us/step - loss: 3.9240 - acc: 0.0054 - mean_squared_error: 27.6702 - val_loss: 3.9494 - val_acc: 0.0184 - val_mean_squared_error: 31.2303
Epoch 495/500
2410/2410 [==============================] - 1s 220us/step - loss: 3.8932 - acc: 0.0083 - mean_squared_error: 26.7390 - val_loss: 3.9944 - val_acc: 0.0174 - val_mean_squared_error: 32.2677
Epoch 496/500
2410/2410 [==============================] - 1s 220us/step - loss: 3.9632 - acc: 0.0037 - mean_squared_error: 27.9426 - val_loss: 4.0399 - val_acc: 0.0174 - val_mean_squared_error: 32.7400
Epoch 497/500
2410/2410 [==============================] - 1s 327us/step - loss: 4.4049 - acc: 0.0046 - mean_squared_error: 32.9164 - val_loss: 6.7232 - val_acc: 0.0000e+00 - val_mean_squared_error: 70.7766
Epoch 498/500
2410/2410 [==============================] - 1s 252us/step - loss: 4.8663 - acc: 0.0021 - mean_squared_error: 40.7794 - val_loss: 5.3831 - val_acc: 0.0000e+00 - val_mean_squared_error: 51.8156
Epoch 499/500
2410/2410 [==============================] - 1s 299us/step - loss: 4.2900 - acc: 0.0046 - mean_squared_error: 31.8178 - val_loss: 4.2517 - val_acc: 0.0184 - val_mean_squared_error: 33.9231
Epoch 500/500
2410/2410 [==============================] - 1s 236us/step - loss: 3.8552 - acc: 0.0037 - mean_squared_error: 26.9696 - val_loss: 4.2431 - val_acc: 0.0000e+00 - val_mean_squared_error: 34.8205
Now we have collected the history, returned from training the model.
print(history.history.keys())
dict_keys(['val_loss', 'val_acc', 'val_mean_squared_error', 'loss', 'acc', 'mean_squared_error'])
import matplotlib.pyplot as plt
plt.figure(figsize=(10,6))
plt.plot(history.history['mean_squared_error'])
plt.plot(history.history['val_mean_squared_error'])
plt.title('Model Error',fontsize=17,fontweight = 'bold'
)
plt.xlabel('Epoch',fontsize=14)
plt.ylabel('MSE',fontsize=14)
plt.legend(['Train','Test'],loc='best',fontsize=14)
plt.savefig('Model_error.png')
plt.show()
A plot of accuracy on the training and validation datasets over training epochs.
plt.figure(figsize=(10,6))
plt.plot(history.history['loss'])
plt.plot(history.history['val_loss'])
plt.title('Model Loss',fontsize=17,fontweight = 'bold'
)
plt.xlabel('Epoch',fontsize=14)
plt.ylabel('Loss',fontsize=14)
plt.legend(['Train','Test'],loc='best',fontsize=14)
plt.savefig('Mod_Loss.png')
plt.show()
A plot of loss on the training and validation datasets over training epochs.
Checking model’s prediction on test data
pred2=model.predict(X_test2)
score_test=np.sqrt(mean_squared_error(y_test2,pred2))
print("RMSE value on test data:{:.2f}".format(score_test))
RMSE value on test data:5.90
y_test2.shape
(1034,)
pred2.shape
(1034, 1)
#Editions to plot correctly
y_test2_ed=y_test2.to_numpy()
print(y_test2_ed.transpose())
[ 79.7375 73.8537 77.5458 ... 70.6084 85.7847 108.05 ]
Ploting logs
plt.figure(figsize=(21,15))
plt.title("Velocity prediction",fontsize=25)
plt.plot(y_test2_ed ,markersize=np.sqrt(400.), label='Test' )
plt.plot(pred2,markersize=np.sqrt(44.),label='Prediction')
plt.xlim(right=1200)
prop_legend= {'weight':'bold'}
plt.legend(loc="best",prop=prop_legend)
plt.legend()
plt.savefig('Regressor_predictions_DNN.png')
plt.show()
# or anothey way
plt.figure(figsize=(21,15))
plt.title("Velocity prediction",fontsize=25)
plt.plot(y_test2_ed,'*' ,markersize=np.sqrt(44.), label='Test' )
plt.plot(pred2,'*' ,markersize=np.sqrt(44.),label='Prediction')
plt.xlim(right=1200)
prop_legend= {'weight':'bold'}
plt.legend(loc="best",prop=prop_legend)
plt.legend()
plt.savefig('Regressor_predictions_DNN.png')
plt.show()
Finally
In conclusion, observing the two proposals for predicting well logging data, it is concluded that the Ensemble Machines approach proved to be more efficient. However, due to the limitation of processing and time consumption during the tests, the neural network suffered penalties from its parameters. However, it is very promising and with excellent generalization capacity. The tests were performed on the anaconda Framework. Due to the data speed limitation the IIBM Watson environment had to be discarded.
References
- https://www.ga.gov.au/scientific-topics/energy/province-sedimentary-basin-geology/petroleum/offshore-southern-australia/otway , visited in Jun/2020.
- https://en.wikipedia.org/wiki/Otway_Basin, visited in Jun/2020.
- https://www.spec2000.net, visited in Jun/2020.
- http://www.energymining.sa.gov.au/petroleum/prospectivity/otway_basin, visited in Jun/2020.
- https://readthedocs.org/projects/lasio/downloads/pdf/latest/ , visited in Jun/2020.
- https://wiki.aapg.org/Well_log_analysis_for_reservoir_characterization , visited in Jun/2020.
- https://www.statisticshowto.com/absolute-error/ , visited in Jul/2020.
- https://www.kaggle.com/stieranka/simple-linear-regression , visited in Jul/2020. , visited in Jul/2020.
- https://en.wikipedia.org/wiki/Mean_squared_error , visited in Jul/2020.
- https://machinelearningmastery.com/k-fold-cross-validation/ , visited in Jul/2020.
- https://machinelearningmastery.com/stacking-ensemble-machine-learning-with-python/ , visited in Jul/2020.
- https://scikit-learn.org/stable/modules/ensemble.html , visited in Jul/2020.
- F. Chollet Deep Learning with Python,Ed Manning, (November 2017)
- https://towardsdatascience.com/ultimate-guide-to-input-shape-and-model-complexity-in-neural-networks-ae665c728f4b , visited in Jul/2020.
- https://en.wikipedia.org/wiki/Keras , visited in Jul/2020.
- https://heartbeat.fritz.ai/introduction-to-machine-learning-model-evaluation-fa859e1b2d7f , visited in Jul/2020.