In [1]:
import itertools
import functools
import collections
import numpy as np
import pandas as pd
%matplotlib inline
import matplotlib.pyplot as plt
import logging
import sys
from datetime import datetime
import visa
import logging
rm = visa.ResourceManager()
rm.list_resources()
rm.close()
from agilentpyvisa.B1500 import *
exception_logger.setLevel(logging.WARN)
write_logger.setLevel(logging.WARN)
query_logger.setLevel(logging.WARN)
In [2]:
b15= B1500('GPIB1::17::INSTR')
for c in b15.sub_channels:
print(c,b15.slots_installed[int(str(c)[0])].name)
b15.default_check_err=False
In [3]:
SMU1=2 # B
SMU2=3 # C
SMU3=4 # D
SMU4=5 # E
def get_R(d):
R = d['EV']/d['EI']
R=R.replace([np.inf, -np.inf], np.nan).dropna()
return R.abs().mean()
def get_pulse(base, peak, width,count=1, lead_part=0.8, trail_part=0.8, loadz=10,gate=1.85, ground=SMU2):
"""Defines a SPGU setup and a channel to go with it, based on the given parameters"""
mspgu=SPGU(base, peak,width, loadZ=10, pulse_leading=[lead_part*width], pulse_trailing=[trail_part*width],condition=count )
inp_channel=Channel(number=101,spgu=mspgu)
ground_channel=Channel(number=ground,dcforce=DCForce(Inputs.V,0,.1))
gate_channel = Channel(number=SMU3,dcforce=DCForce(Inputs.V,gate,.1))
spgu_test=TestSetup(channels=[ground_channel, gate_channel, inp_channel,],spgu_selector_setup=[(SMU_SPGU_port.Module_1_Output_2,SMU_SPGU_state.connect_relay_SPGU)])
return (spgu_test,mspgu, inp_channel, ground_channel, gate_channel)
def get_Vsweep(start, stop, steps, compliance=300e-6,
measure_range=MeasureRanges_I.full_auto,gate_voltage=1.85, ground=SMU2):
swep_smu=b15.slots_installed[b15._B1500__channel_to_slot(3)]
in_range=swep_smu.get_mincover_V(start,stop)
sweep_measure=MeasureStaircaseSweep(Targets.I,range=measure_range, side=MeasureSides.current_side)
sweep = StaircaseSweep(Inputs.V,InputRanges_V.full_auto,start,stop,steps,compliance, auto_abort=AutoAbort.disabled)
inp_channel=Channel(number=SMU4,staircase_sweep=sweep, measurement=sweep_measure)
ground_channel=Channel(number=ground,
dcforce=DCForce(Inputs.V,0,compliance),
#measurement=sweep_measure
)
gate_channel = Channel(number=SMU3,dcforce=DCForce(Inputs.V,gate_voltage,.1),
# measurement=MeasureStaircaseSweep(Targets.V,
# range=measure_range,
# side=MeasureSides.voltage_side)
)
sweep_test=TestSetup(channels=[gate_channel,ground_channel,inp_channel],
spgu_selector_setup=[(SMU_SPGU_port.Module_1_Output_2,SMU_SPGU_state.connect_relay_SMU)],
output_mode=OutputMode.with_primarysource,
format=Format.ascii13_with_header_crl, filter=Filter.enabled)
return (sweep_test,sweep, inp_channel, ground_channel, gate_channel)
def plot_output(out, t='line',up='b',down='r'):
lout = out[['EV','EI']]
lout=lout[lout.applymap(lambda x: not np.isnan(x)).all(axis=1)]
y=lout['EI'].abs()*1e6
x=np.array(lout['EV'])
half = lout['EV'].abs().idxmax()
if t=='line':
plt.plot(x[:half],y[:half], color=up,marker='o')
plt.plot(x[half:],y[half:], color=down,marker='o')
elif t=='scatter':
plt.scatter(x[:half],y[:half], color=up,marker='o')
plt.scatter(x[half:],y[half:], color=down,marker='o')
plt.autoscale()
def form(forming_v, steps, compliance,mrange=MeasureRanges_I.full_auto, gate=1.85):
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
forming_setup,forming, _ , ground_channel,gate_channel=get_Vsweep(start=0,stop=forming_v,
steps=steps,compliance=compliance,
measure_range=mrange,
gate_voltage=gate)
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
ret,out =b15.run_test(forming_setup, force_wait=True, auto_read=True,force_new_setup=True)
out,series_dict,raw =out
plot_output(out, up='c',down='m')
print(out.describe())
return out
def read(start=200e-6,stop=350e-6, steps=51,mrange=MeasureRanges_I.full_auto, gate=1.85, plot=True):
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
read_setup,read, _ ,ground_channel,gate_channel=get_Vsweep(start=start,stop=stop,steps=steps,
measure_range=mrange,
gate_voltage=gate
)
ret,out =b15.run_test(read_setup, force_wait=True, auto_read=True,force_new_setup=True)
out,series_dict,raw =out
if plot:
plot_output(out, up='c',down='m')
print(out.describe())
return out
def checkR(start=200e-6,stop=350e-6, steps=51,mrange=MeasureRanges_I.uA100_limited, gate=1.85, pr=True):
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
read_setup,read, _ ,ground_channel,gate_channel=get_Vsweep(start=start,stop=stop,steps=steps,
measure_range=mrange,
gate_voltage=gate
)
ret,out =b15.run_test(read_setup, force_wait=True, auto_read=True,force_new_setup=True)
out,series_dict,raw =out
R=get_R(out)
if pr:
print(R)
return R
def set_sweep(set_v, steps, compliance,mrange=MeasureRanges_I.full_auto, gate=1.85, plot=True):
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
set_setup,set, _ ,ground_channel,gate_channel=get_Vsweep(start=0,stop=set_v,steps=steps, compliance=compliance,
measure_range=mrange,gate_voltage=gate)
ret,out =b15.run_test(set_setup, force_wait=True, auto_read=True,force_new_setup=True)
out,series_dict,raw =out
if plot:
plot_output(out, up='c',down='m')
print(out.describe())
return out
def reset_sweep(reset_v, steps, compliance,mrange=MeasureRanges_I.full_auto, gate=1.85, plot=True):
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
reset_setup,reset, _ ,ground_channel,gate_channel=get_Vsweep(start=0,stop=reset_v,steps=steps,compliance=compliance,
measure_range=mrange,gate_voltage=gate, ground=SMU1)
ret,out =b15.run_test(reset_setup, force_wait=True, auto_read=True,force_new_setup=True)
out,series_dict,raw =out
if plot:
plot_output(out)
print(out.describe())
return out
def pulse(p_v, width, slope, gate=1.85,ground=SMU2):
reset_pulse_setup, reset_pulse,_,_,_= get_pulse(0,p_v,width,lead_part=slope,trail_part=slope,gate=gate,ground=ground)
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SPGU)
b15.run_test(reset_pulse_setup,force_wait=True,force_new_setup=True)
b15.set_SMUSPGU_selector(SMU_SPGU_port.Module_1_Output_1,SMU_SPGU_state.connect_relay_SMU)
LOWRES = 0
HIGHRES = 1
def run_pulses(formV=3, setV=1, resV=-1,spV=1,rpV=-1, width=100e-6, compliance=1e-3,slope=0.8, cycles=50):
runs =[]
i=0
f=form(formV,100,compliance, mrange=MeasureRanges_I.uA10_limited)
run.append((i,f))
i+=1
high_resistance=[]
low_resistance=[]
for i in range(5):
r=reset_sweep(resV, 100, compliance, mrange=MeasureRanges_I.uA10_limited)
high_resistance.append(get_R(r))
runs.append((i,r))
i+=1
s=set_sweep(setV, 100, compliance, mrange=MeasureRanges_I.uA10_limited)
low_resistance.append(get_R(s))
runs.append((i,s))
i+=1
high_resistance=sum(high_resistance)/len(high_resistance)
low_resistance=sum(low_resistance)/len(low_resistance)
STATE = LOWRES
while _ in range(cycles):
if STATE == LOWRES:
resetpulse(rpV, width, slope)
R=read( mrange=MeasureRanges_I.uA10_limited)
runs.append((i,R))
i+=1
if abs(get_R(R)-high_resistance)/high_resistance<= TRESH:
STATE = HIGHRES
else:
STATE = HIGHRES
elif STATE == HIGHRES:
setpulse(spV, width, slope)
R=read( mrange=MeasureRanges_I.uA10_limited)
runs.append((i,R))
i+=1
if abs(get_R(R)-low_resistance)/low_resistance<= TRESH:
STATE = LOWRES
else:
STATE= HIGHRES
def pulse_cycle(rV=-0.5,sV=0.8,width=1e-3,slope=0.8,pr=True):
pre_reset =checkR(pr=pr)
pulse(rV, width, slope,ground=SMU1)
post_reset = checkR(pr=pr)
pre_set = checkR(pr=False)
pulse(sV, width,slope)
post_set=checkR(pr=pr)
return (pre_reset, post_reset,pre_set,post_set)
def pulse_iter(rV=-0.5,sV=0.8,width=1e-3,slope=0.8,max_iter=100,pr=True, abort_break=True):
i=0
while True:
if i%100 == 0:
print('Iteration ',i)
pR,poR,pS,poS = pulse_cycle(rV,sV,width,slope,pr=pr)
yield (pR,poR,pS,poS)
if (abort_break and np.log10(poR/poS) < 1) or i>=max_iter:
break
else:
i+=1
raise StopIteration
def check_width(w,it,rV=-0.5,sV=0.8,slope=0.8,plot=True, abort_break=True):
c3=pd.DataFrame(np.fromiter(pulse_iter(width=w,max_iter=it,rV=rV,sV=sV,slope=slope,pr=False, abort_break=abort_break),
dtype=[('preReset',np.float),('postReset',np.float),('preSet',np.float),('postSet',np.float)]))
print(c3.describe())
if plot:
c3.plot()
return c3
def plot_pyramid(data, x_name, size=None):
fig, ax1 = plt.subplots(figsize=size)
for y in [x for x in data.columns if not x_name==x]:
ax1.plot(data[y],label=y)
ax1.set_yscale('log')
ax1.set_ylabel("Resistance")
ax1.set_xlabel("Cycle")
ax2=ax1.twinx()
ax2.scatter(range(len(data[x_name])),data[x_name], label=x_name)
ax2.set_ylabel(x_name)
ax2.set_ylim()
plt.legend(loc='best')
def unit(u):
if u[0]=='m':
return 1e-3
elif u[0]=='u':
return 1e-6
elif u[0]=='n':
return 1e-9
def pyramid_width(widths=[],time_si='us',rV=-500,sV=800,voltage_si='mV',slope=0.8,times=10, abort_break=True):
resetV=rV*unit(voltage_si)
setV=sV*unit(voltage_si)
datas=[]
for w in widths:
width = w*unit(time_si)
d=check_width(width, times,rV=resetV,sV=setV,slope=slope,plot=False, abort_break=abort_break)
d['width']= pd.Series((width for _ in range(len(d))),index=d.index)
datas.append(d)
data = pd.concat(datas)
data.index=range(len(data))
data.to_csv('{}pyramid_reset{}{}_set{}{}_slope{}percent.csv'.format(datetime.now().strftime('%Y-%m-%d_%H-%M-%S'),
resetV/unit(voltage_si),voltage_si,
setV/unit(voltage_si),voltage_si,
slope/1e-2
)
)
plot_pyramid(data,[20,10])
return data
def pyramid_voltage(voltages=[],voltage_si='mV',w=50,time_si='us',slope=0.8,times=10, abort_break=True):
datas=[]
for rV,sV in voltages:
width=w*unit(time_si)
resetV=rV*unit(voltage_si)
setV=sV*unit(voltage_si)
d=check_width(width, times,rV=resetV,sV=setV,slope=slope,plot=False, abort_break=abort_break)
d['rV']= pd.Series((resetV for _ in range(len(d))),index=d.index)
d['sV']= pd.Series((setV for _ in range(len(d))),index=d.index)
datas.append(d)
d=check_width(width, times,rV=voltages[0][0]*unit(voltage_si),sV=voltages[0][1]*unit(voltage_si),slope=slope,plot=False, abort_break=abort_break)
d['rV']= pd.Series((voltages[0][0]*unit(voltage_si) for _ in range(len(d))),index=d.index)
d['sV']= pd.Series((voltages[0][1]*unit(voltage_si) for _ in range(len(d))),index=d.index)
datas.append(d)
d=check_width(width, times,rV=voltages[0][0]*unit(voltage_si),sV=voltages[0][1]*unit(voltage_si),slope=slope,plot=False, abort_break=abort_break)
d['rV']= pd.Series((voltages[0][0]*unit(voltage_si) for _ in range(len(d))),index=d.index)
d['sV']= pd.Series((voltages[0][1]*unit(voltage_si) for _ in range(len(d))),index=d.index)
datas.append(d)
data = pd.concat(datas)
data.index=range(len(data))
data.to_csv('{}pyramid_with{}{}_slope{}percent.csv'.format(datetime.now().strftime('%Y-%m-%d_%H-%M-%S'),
width/unit(time_si),time_si,
slope/1e-2
)
)
return data
In [5]:
form_sweep= plt.figure(figsize=[20,10])
f=form(3,100,10e-3, mrange=MeasureRanges_I.uA10_limited)
f.to_csv("{}_form_3V.csv".format(datetime.now().strftime('%Y-%m-%d_%H-%M-%S')))
plt.autoscale()
checkR()
Out[5]:
In [6]:
iters=5
for i in range(iters):
plt.figure()
plt.hold()
rt=reset_sweep(-1.5,500,5e-3,gate=1.85, mrange=MeasureRanges_I.uA10_limited)
rt.to_csv("{}_reset{}_-1_5V.csv".format(
datetime.now().strftime('%Y-%m-%d_%H-%M-%S'),i)
)
checkR()
s=set_sweep(1,500,10e-3, mrange=MeasureRanges_I.uA10_limited)
s.to_csv("{}_set{}_1V.csv".format(
datetime.now().strftime('%Y-%m-%d_%H-%M-%S'),i)
)
checkR()
plt.hold()
In [7]:
voltage_si='mV'
resetV=-500*unit(voltage_si)
setV=800*unit(voltage_si)
time_si='us'
width=100*unit(time_si)
times=10
slope=0.8
d=check_width(width, times,rV=resetV,sV=setV,slope=slope)
d.to_csv('{}_{}pulses_reset{}{}_set{}{}_width{}{}_slope{}percent.csv'.format(datetime.now().strftime('%Y-%m-%d_%H-%M-%S'),
times,
resetV/unit(voltage_si),voltage_si,
setV/unit(voltage_si),voltage_si,
width/unit(time_si),time_si,
slope/1e-2
)
)
In [ ]:
baseV = (-500,800)
r,s=baseV
percentages=list(reversed(range(40,101,5)))
rL=[r*i/100 for i in percentages]
sL=[s*i/100 for i in percentages]
pyr=list(itertools.product(rL,sL))
vpyr=pyramid_voltage(pyr, voltage_si='mV', abort_break=False)
In [11]:
%matplotlib notebook
vpyr.plot(logy=[True,True], secondary_y=['rV','sV'],figsize=[10,5], title="The original pulse run")
sortpyr=vpyr.sort_values(['sV','rV'],ascending=[False,True])
sortpyr.index=range(len(sortpyr))
sortpyr.plot(logy=[True,True], secondary_y=['rV','sV'],figsize=[10,5], title="Sorted by sV-desc then rV-asc")
sortpyr2=vpyr.sort_values(['rV','sV'],ascending=[True,False])
sortpyr2.index=range(len(sortpyr2))
sortpyr2.plot(logy=[True,True], secondary_y=['rV','sV'],figsize=[10,5], title="Sorted by rV-asc then sV-desc")
pd.tools.plotting.scatter_matrix(vpyr, diagonal='kde')
Out[11]:
In [15]:
%matplotlib notebook
pd.tools.plotting.parallel_coordinates(vpyr,'rV')
Out[15]:
In [ ]:
%matplotlib notebook
pd.tools.plotting.andrews_curves(vpyr,['sV','rV'])
In [2]:
l='''Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1790.069803 35545.282443 36905.270911 1741.286933
std 2214.194485 4789.940230 5012.451165 2045.888163
min 1040.261546 22024.677579 24064.310260 1036.475186
25% 1082.814000 35455.314010 36335.843146 1082.481190
50% 1141.143653 36382.575758 36756.510417 1098.943313
75% 1175.457571 38016.276042 39516.560057 1190.997829
max 8463.942648 40147.849462 44074.074074 7906.692980
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1161.664344 37244.409768 36807.968442 1155.793780
std 195.693131 1936.840318 1871.816026 202.918743
min 973.169059 33803.763441 35130.597015 959.518479
25% 1042.100594 36209.129759 35611.281826 1028.540804
50% 1075.116980 37954.106280 35958.333333 1085.454115
75% 1218.940327 38424.167302 37703.769841 1207.578617
max 1662.911551 39738.095238 40271.464646 1654.066853
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1067.276403 37703.995545 37534.955408 1067.529542
std 253.337342 2014.280310 1873.499057 242.287893
min 909.883682 33303.140097 34346.244131 909.495045
25% 943.118512 36772.300469 36347.619048 950.634543
50% 970.457439 37952.898551 37554.347826 980.934690
75% 998.348892 38571.113533 38767.673924 1003.080924
max 1728.185256 41010.928962 40746.268657 1704.952498
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1104.855633 37384.847536 37713.079464 1117.404315
std 195.265211 2271.168618 986.287066 193.556273
min 892.491875 34068.181818 36353.009259 892.058572
25% 929.663208 35922.310250 36884.064526 957.017532
50% 1061.427887 36705.555556 37516.025641 1069.552732
75% 1254.276781 38372.974537 38359.254992 1256.966403
max 1472.177707 41184.895833 39564.676617 1470.610487
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1087.568963 38085.529153 37333.305933 1079.312221
std 139.907950 1707.771578 2239.417021 139.044902
min 884.130387 35019.047619 33613.281250 871.414267
25% 962.889784 37068.632756 36222.446237 959.577903
50% 1080.561989 38192.488263 37500.000000 1066.221278
75% 1195.259362 39101.190476 38314.008296 1185.595379
max 1309.186477 40953.282828 40803.571429 1283.177836
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1010.770010 38457.949787 36171.411941 1010.400003
std 72.570167 2611.874181 1236.015775 63.696865
min 912.885706 33830.808081 33767.123288 914.394213
25% 956.671717 36648.009950 35678.913127 965.631097
50% 999.027448 38102.564103 36384.803922 1003.329798
75% 1077.494420 41020.909926 37125.747863 1047.806864
max 1127.176230 41976.010101 37531.400966 1122.623207
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1214.538156 37351.893897 37685.837887 1220.080624
std 309.263265 1518.784439 1716.800187 306.584029
min 985.104814 34993.421053 36045.893720 982.582075
25% 1037.992671 36345.139197 36144.224877 1060.174885
50% 1106.013307 37450.000000 36718.750000 1100.600615
75% 1234.558987 38238.042840 39094.311053 1228.466778
max 2024.768499 39574.444444 40406.862745 2029.527516
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1120.495804 35596.513238 34325.631450 1121.440339
std 227.778703 11747.713766 11225.881819 222.728055
min 891.892818 934.643116 926.947557 901.337345
25% 943.678325 36655.390147 36112.255623 938.269404
50% 1037.965365 39588.095238 36525.821596 1065.350749
75% 1257.073272 40822.616186 38669.560185 1227.956090
max 1603.797595 41759.950249 41224.462366 1575.086695
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1041.710181 37596.263550 37946.087933 1035.397914
std 91.028951 1874.247950 1475.751971 91.408260
min 904.076642 34343.055556 35084.635417 893.735178
25% 987.731832 36673.611111 37100.435323 994.075082
50% 1019.088471 37154.411765 37943.121693 1028.312778
75% 1109.162627 38703.358209 39260.796711 1095.559890
max 1182.115783 40891.025641 39858.490566 1202.298113
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1020.035670 37946.369950 38629.206310 1007.433915
std 80.943766 1487.037276 2206.646636 77.404316
min 909.076379 35726.010101 36321.236559 929.381675
25% 963.121407 36783.476209 37177.164623 943.850451
50% 1002.997507 38369.949495 38233.585859 979.395831
75% 1058.937108 38844.616205 38999.118507 1056.429871
max 1175.780060 40036.069652 43761.574074 1145.504155
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1001.516573 37674.936268 38218.467292 1004.170952
std 75.398973 1719.513194 2737.323104 81.754660
min 901.634268 35375.683060 34110.696517 901.785202
25% 944.995276 36379.151776 36656.460345 937.882756
50% 975.967776 37161.904762 38108.465608 979.300027
75% 1073.137813 38445.487741 40351.511672 1084.402357
max 1119.164721 41221.846847 42472.677596 1121.064076
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1101.614942 36968.900391 38126.875533 1102.581501
std 392.169696 2247.574565 2349.745803 396.683696
min 879.563488 32365.384615 33776.255708 867.542036
25% 932.902335 35405.251142 36429.115025 947.462883
50% 974.136316 37131.455399 38366.402116 966.436051
75% 994.351575 38810.410442 39557.539683 993.992167
max 2213.947320 39592.857143 41653.645833 2225.827317
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1042.045890 33980.633551 34237.460633 1035.853469
std 148.193889 10926.841592 10940.872312 148.901125
min 919.487713 1467.189505 1493.527428 915.445302
25% 961.790187 36441.909792 36613.890009 951.360790
50% 999.711716 37118.872549 37193.589744 986.412774
75% 1052.115498 37467.029079 38262.307363 1048.531111
max 1452.079166 41516.393443 39492.063492 1444.297467
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1687.902011 35582.127791 35441.772683 1706.365310
std 1384.952364 9839.142003 9541.797628 1397.976110
min 937.009899 6989.050710 7053.898580 930.171556
25% 1056.745454 36220.486111 36483.777541 1082.321981
50% 1108.407313 38780.637255 38879.487179 1089.542527
75% 1171.795363 39428.835979 39289.923199 1179.644022
max 4949.118892 42526.041667 40036.764706 5089.615766
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1094.636332 37729.433898 38565.644105 1115.054400
std 68.545100 1307.414763 1381.961295 82.885855
min 1006.370477 35277.777778 36862.373737 993.973809
25% 1032.807002 37063.169025 37158.653163 1072.017884
50% 1111.912013 37823.529412 38819.892473 1102.441964
75% 1132.345790 38393.586601 39544.342681 1130.889960
max 1235.824599 39915.441176 40687.500000 1265.288124
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1033.575820 38291.362274 38758.033984 1001.920265
std 141.183008 1515.801669 2215.354048 117.517492
min 920.487689 36589.285714 35794.117647 905.726956
25% 950.219348 37121.746410 36804.341492 940.166424
50% 962.883050 37797.619048 38687.830688 965.212531
75% 1059.138400 39294.697149 40851.385636 1022.510160
max 1353.960405 41461.442786 41621.212121 1316.007320
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4353.769844 37517.409033 37844.765322 7264.807233
std 11300.021244 1938.892480 2016.991380 14055.539280
min 884.142688 34357.323232 34357.142857 890.029101
25% 930.563428 36609.102105 36634.535655 942.779106
50% 952.644771 36873.239437 38022.300469 958.514015
75% 973.608855 38498.284557 39002.146440 1007.729898
max 38424.479167 40850.225225 41511.194030 37160.256410
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4312.451291 34663.500488 34196.962410 1017.128519
std 10963.701698 11195.206487 11104.318834 162.129362
min 835.719899 1406.921261 1385.740723 839.038465
25% 894.327310 36284.469320 35695.217611 913.096504
50% 990.451265 37582.236842 36654.589372 972.628011
75% 1116.214492 39243.617684 38709.500067 1095.572469
max 37365.591398 41006.218905 41275.252525 1402.705783
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4491.062446 37593.883540 36563.276800 4688.026471
std 11400.168504 2145.244550 2107.225182 12130.633396
min 931.868773 33463.541667 33523.391813 917.836578
25% 987.389449 36948.263705 35114.510995 965.518239
50% 1011.195117 37875.000000 36848.809524 987.598708
75% 1153.543827 39102.957946 37901.811152 1135.093141
max 38862.433862 40049.435028 40547.945205 41261.904762
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1040.095988 37348.963034 37485.933728 1046.653903
std 124.967840 1973.886801 1611.597506 121.582646
min 935.492417 34190.140845 35035.539216 956.826239
25% 959.116717 36125.631313 36481.771471 977.154258
50% 993.374834 37795.893720 37048.122066 996.366312
75% 1066.272331 38291.742150 38676.370133 1055.071645
max 1357.462681 40664.414414 40097.222222 1365.646728
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 17533.054783 36668.445428 37669.832975 21012.716585
std 18914.159226 2068.257804 1767.162977 19127.079987
min 974.915102 34252.525253 35255.952381 979.854956
25% 1044.982876 35007.005575 36459.887566 1073.985976
50% 1353.769723 36382.575758 37557.142857 35599.099099
75% 37048.488029 37989.417989 38876.649306 37317.351901
max 38718.579235 40247.747748 40838.983051 40239.898990
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4319.076542 37883.262443 37716.142889 1113.097327
std 10578.891056 1520.206651 1308.608354 212.962156
min 908.278046 34218.750000 35193.627451 892.448530
25% 1000.892002 37390.719365 36722.186947 974.558207
50% 1097.567422 38392.857143 38226.351351 1060.933940
75% 1246.070831 38709.126984 38670.955882 1157.991686
max 36208.920188 39670.698925 39146.174863 1648.501040
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 34616.663631 37440.683760 38250.855178 37858.644294
std 11297.454380 2317.836508 1590.023451 1498.372087
min 995.647918 34814.676617 36156.716418 36006.127451
25% 36287.984758 35745.039019 37512.964775 36462.057387
50% 38024.193548 37085.416667 38165.509259 37539.800995
75% 39155.405405 38506.970357 38575.637326 39028.797591
max 40913.888889 42003.424658 42190.656566 40169.117647
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4802.307906 37552.208392 37465.265151 1030.430993
std 12479.531649 2104.883482 1414.989332 102.517776
min 902.064444 34403.755869 35122.395833 925.058102
25% 981.917731 36440.008292 36638.230116 952.988217
50% 1021.691409 37363.184080 37046.448087 995.865983
75% 1147.366784 39052.837699 38426.598050 1083.849602
max 42428.240741 41259.887006 39849.033816 1241.438967
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 35087.842056 38563.480148 38321.115133 37293.028432
std 11484.958436 2080.434113 1727.377073 2094.086648
min 934.821655 34616.421569 36465.053763 33772.727273
25% 36959.131993 37110.805458 37009.867010 36085.680469
50% 37982.804233 38909.313725 37791.044776 36849.033816
75% 39306.838768 40356.913919 39586.805556 38199.507618
max 42328.767123 40873.737374 41267.857143 41160.714286
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4384.638020 34010.614458 33819.028374 1169.849970
std 10618.886259 10683.424484 10531.368930 485.635000
min 958.785862 2588.556057 2559.379100 942.808849
25% 998.790805 35073.484848 34837.455437 997.138305
50% 1063.927452 36720.085470 36751.302083 1033.016050
75% 1092.024812 38337.437753 37988.158613 1052.487107
max 36370.967742 41417.910448 40361.607143 2626.641164
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1030.810234 37472.925719 36944.769631 1028.523713
std 127.605039 1186.341118 2510.345371 124.489720
min 886.071569 34553.240741 33516.927083 868.897682
25% 945.442105 37595.238095 34912.752525 958.473375
50% 977.340177 37822.327044 37321.428571 990.108782
75% 1089.962630 38060.132576 38225.481316 1076.366761
max 1308.583608 38741.935484 41220.657277 1320.447089
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1030.909441 37759.206922 38353.069030 1036.639383
std 98.338864 1768.117952 1293.189376 95.492695
min 901.867269 35824.494949 36396.794872 913.587910
25% 972.750827 36045.125712 37424.550654 957.882259
50% 1023.934801 38121.794872 38622.311828 1033.838636
75% 1073.065287 39333.246528 39395.645646 1081.418340
max 1253.638112 40166.666667 40000.000000 1246.905146
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1049.184101 37919.623767 37250.236552 1045.693753
std 143.596780 1934.998716 1628.666344 142.317442
min 930.652293 35222.602740 34310.483871 926.959819
25% 961.947969 36644.521792 36264.520202 969.635790
50% 998.166036 37585.616438 37280.982906 997.642100
75% 1057.470711 39056.423611 38188.241744 1037.067779
max 1405.418287 41536.069652 39644.444444 1401.998980
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1007.549178 37132.988390 37534.908799 1000.557763
std 53.256594 1500.628150 2243.329502 59.321148
min 954.120539 35140.046296 32954.918033 930.322917
25% 976.465595 36289.367088 36190.921691 959.578510
50% 987.103841 36886.243386 38084.615385 994.515716
75% 1016.295798 37486.416361 39070.226476 1015.522889
max 1143.969615 40478.260870 40820.707071 1141.026926
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1021.499475 37084.037260 36874.269738 1018.400682
std 74.117301 2098.672570 1655.832292 67.174531
min 941.298719 35299.479167 34599.315068 946.799198
25% 967.947016 35619.841616 35713.184932 967.032472
50% 995.627583 36415.492958 36596.244131 1005.658812
75% 1058.695608 37719.703638 37733.434231 1055.289016
max 1164.457034 42288.095238 40483.870968 1130.233981
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1143.071398 34201.170672 34565.459583 1144.668922
std 375.957848 10822.759605 10903.424660 368.829736
min 905.603642 2128.240243 2178.664216 903.505543
25% 967.263047 35376.973965 35632.629870 966.827883
50% 1005.657902 37187.500000 37877.604167 1007.420051
75% 1165.888791 38898.046875 39023.644180 1191.555048
max 2236.132833 40658.783784 40568.075117 2203.430864
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1033.163621 37175.552771 37482.451500 1036.910899
std 78.190286 1727.583108 1953.802151 67.738208
min 943.310377 33422.316384 35828.358209 953.186448
25% 971.145652 36584.201389 36044.871795 982.286595
50% 1010.631898 37348.039216 37013.888889 1017.417228
75% 1092.845382 37618.166763 37890.965880 1095.779882
max 1153.109396 40650.252525 42329.234973 1146.594499
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1129.864504 33853.756842 34296.280050 1127.848945
std 291.563370 10784.158330 10920.372948 294.315533
min 905.102303 1877.322348 1848.945102 890.695116
25% 920.179159 35306.746032 36142.101990 910.577354
50% 1071.268162 36432.539683 37512.626263 1073.639818
75% 1167.072580 38246.107950 38479.166667 1163.070472
max 1869.612927 41112.903226 40650.252525 1876.925726
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1110.145759 34707.959056 34237.179806 1120.331245
std 188.493516 11084.372045 10990.820195 182.094168
min 927.005733 1531.680370 1525.238640 921.617433
25% 989.732790 36784.682765 35570.000000 992.128696
50% 1025.463581 37350.490196 37720.394737 1064.871347
75% 1145.354268 38531.234954 38408.718741 1151.953695
max 1507.492292 41300.000000 41210.317460 1482.427614
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1092.280819 36716.702315 38427.577345 1155.009823
std 151.497492 1628.704989 2196.171201 249.421309
min 958.345449 34223.429952 34397.435897 976.732448
25% 1003.487923 35604.311343 37123.775064 1012.246904
50% 1030.806412 36801.932367 38072.222222 1031.749252
75% 1125.362797 37433.479532 39409.487613 1169.541436
max 1500.240647 39583.333333 42367.724868 1772.840262
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1284.613743 35264.777406 34534.342716 1218.347860
std 308.729038 11251.482218 10979.444995 250.133440
min 915.610416 1891.976022 1833.319783 916.591253
25% 1125.918843 36464.423723 36144.313643 1112.202339
50% 1204.573256 38582.175926 37393.459916 1178.797293
75% 1369.615684 39203.950486 38612.016908 1264.990469
max 1851.932939 42761.904762 41106.060606 1844.559562
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1125.289089 37775.031051 37961.478739 1124.030769
std 289.552190 1494.824127 2064.187554 305.701425
min 948.981419 34093.137255 32922.794118 943.025612
25% 974.808316 37258.942526 37351.897352 968.718874
50% 1001.826838 37862.318841 38208.333333 1022.543789
75% 1127.472665 38607.230392 38897.143975 1090.133354
max 1937.141933 39643.518519 41346.153846 1982.906256
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1091.103227 38139.713782 37978.881611 1078.537528
std 135.180922 1303.883277 1776.740871 137.043003
min 958.413131 36467.391304 34466.911765 952.964965
25% 990.936983 37234.755044 36946.517413 987.362064
50% 1081.834404 37957.207207 37751.141553 1027.073309
75% 1133.379115 38938.575694 39561.085116 1121.391775
max 1411.411455 40416.666667 40034.722222 1415.107289
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1174.438360 36899.088923 38832.361860 1221.482683
std 149.269783 1486.966633 1500.489019 158.300557
min 910.489348 35668.055556 36589.912281 912.511316
25% 1135.489829 36028.332564 37754.050926 1142.570255
50% 1175.342598 36146.766169 39438.657407 1190.170407
75% 1272.470000 37083.333333 40019.779266 1311.115912
max 1431.551934 40079.022989 40816.091954 1467.079656
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1300.862527 34612.122432 35406.050652 1283.161133
std 785.669631 10455.474117 10603.565054 781.489953
min 920.008540 3804.858711 3919.795423 929.141496
25% 1008.010284 35501.797242 37372.252530 991.999216
50% 1038.499088 37776.515152 38426.616915 1058.776585
75% 1166.238829 38926.382368 40000.586854 1128.107413
max 3639.117998 41011.904762 40883.838384 3626.436369
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1072.472740 36189.199682 37557.747355 1061.751980
std 82.249006 1471.907345 1588.760512 81.285212
min 931.566132 34477.699531 35646.135266 933.194449
25% 1025.038185 35049.139070 36486.983809 1010.561278
50% 1066.069938 35976.190476 37203.463203 1060.838247
75% 1141.549304 37032.007929 38265.674968 1121.717304
max 1175.970469 39237.089202 41039.215686 1175.750983
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1105.899030 37628.633920 37068.234369 1108.020419
std 105.198272 2276.874970 2502.586644 106.452096
min 985.239680 32833.333333 33998.737374 964.507916
25% 1026.214076 36783.967391 35329.184704 1035.934282
50% 1096.026112 37919.312169 36514.639640 1069.348946
75% 1188.334195 38853.987455 38351.064825 1190.485609
max 1259.348673 41009.389671 41755.050505 1287.259713
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1098.215668 38004.313047 36326.093029 1111.546666
std 73.516668 2450.334583 1594.576841 68.050548
min 990.855314 32968.905473 34023.224044 1002.869539
25% 1051.989042 36652.207002 35360.212418 1074.658537
50% 1091.748867 37643.939394 36115.196078 1107.763960
75% 1122.961223 39627.210668 37158.459596 1138.321831
max 1263.433305 41919.398907 39043.427230 1261.674521
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1057.973929 38219.975475 37495.439262 1054.175239
std 83.272877 1499.447275 2019.191519 74.062201
min 913.428242 35376.811594 34416.666667 922.370524
25% 998.940287 37585.455658 35990.679825 1000.988173
50% 1060.217553 38333.333333 37709.490741 1065.122663
75% 1116.665673 39081.547619 38337.471942 1113.692648
max 1163.091386 40590.476190 40945.273632 1160.532632
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1242.349034 34393.876546 33878.793020 1254.756117
std 296.494650 10922.820438 10790.257479 280.442943
min 1025.596647 1921.655106 1945.089791 1024.953284
25% 1062.587900 35492.034314 34935.462536 1085.076909
50% 1081.793487 38166.666667 36688.356164 1131.826782
75% 1265.614088 38827.951121 38341.117216 1272.377008
max 1928.764065 39824.712644 40785.024155 1895.693412
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 17535.384114 36611.539608 37963.151464 21670.627105
std 18576.620989 1080.753926 1583.509924 19429.405784
min 1067.035100 35630.952381 35680.365297 1083.200406
25% 1378.421452 35864.599334 36936.961207 1493.541235
50% 1968.362869 36094.202899 37759.146341 34646.825397
75% 36717.567227 36906.773977 38583.543771 38627.231216
max 39732.142857 38915.509259 41047.297297 41004.975124
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4477.531680 37604.079988 38680.469340 1095.204120
std 11192.215723 1932.435239 1946.640236 109.790432
min 985.996283 35736.111111 34124.293785 994.190603
25% 1044.061946 35961.820440 38125.000000 1040.125154
50% 1090.270988 37577.294686 38661.458333 1076.005598
75% 1130.546554 38091.132569 39437.875375 1107.166295
max 38221.428571 41977.777778 41769.841270 1397.287450
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 27362.537412 37119.364218 37220.590341 30535.901027
std 16864.222559 2188.375456 1697.224689 14591.045473
min 1093.473731 34287.162162 34917.989418 1099.338751
25% 18719.069455 35438.030436 36330.958946 34895.638538
50% 36689.743590 36275.252525 36892.361111 37043.478261
75% 37094.162876 39263.171800 37672.862998 37841.595442
max 38852.459016 40294.191919 40739.942529 38870.056497
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4658.526856 38024.319808 38077.021772 1184.904610
std 11496.625155 1864.832700 1842.155315 114.849495
min 1037.466189 35448.232323 35153.846154 1040.486528
25% 1097.540973 36463.275613 37343.641148 1092.678989
50% 1191.701362 37977.168950 37812.500000 1172.174221
75% 1333.831911 39163.587849 39141.217459 1277.346336
max 39320.512821 41298.701299 41111.111111 1361.030306
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 34271.553937 37140.940938 38118.855949 38243.072413
std 11193.717601 2027.872994 2206.816579 2008.050051
min 1177.544486 34173.280423 35204.545455 34307.432432
25% 35638.026225 35922.727910 36426.685068 37244.718310
50% 36099.537037 36756.944444 38388.480392 38602.150538
75% 39368.949916 38274.179561 39350.395264 39076.058201
max 41154.411765 41676.190476 41988.095238 40958.994709
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4712.095598 36405.565069 37157.150725 1236.637713
std 11445.072845 1492.068333 2236.239031 306.856896
min 975.910705 33781.250000 34425.675676 986.974480
25% 1029.215006 35688.703441 35830.020958 1017.919929
50% 1173.551742 35772.300469 36535.388128 1053.989740
75% 1627.124903 37314.335155 38407.961460 1420.521713
max 39208.333333 38853.571429 40997.652582 1763.418900
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1244.887915 34665.594415 34141.660149 1294.797547
std 251.823859 11166.290023 11006.192180 249.811376
min 973.818873 1559.430992 1483.736142 1020.222167
25% 1041.830673 36789.572310 35502.012072 1057.739258
50% 1143.228790 37609.195402 37580.845771 1219.127598
75% 1461.385949 39095.512821 38614.660796 1523.127948
max 1690.282040 40912.698413 40736.301370 1695.755858
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1147.008857 36662.757532 37194.492365 1101.119229
std 204.772140 1685.814391 1856.683971 166.485482
min 932.165496 33000.000000 34433.114035 940.634242
25% 1002.321412 35814.818226 35943.568415 997.451316
50% 1084.648497 36734.972678 36822.139303 1020.456226
75% 1255.458060 37680.901997 38864.734300 1160.547306
max 1536.320256 39137.179487 39757.882883 1461.076831
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1132.388509 36675.705404 37695.289610 1146.726764
std 148.938309 1508.106438 1767.562425 137.426606
min 900.990813 34209.956710 34851.010101 894.026544
25% 1044.127097 35735.930736 36939.147080 1099.672480
50% 1147.511356 37022.300469 37300.469484 1143.242719
75% 1174.707815 37431.592040 38695.414164 1187.500835
max 1470.902216 39399.801587 40943.287037 1444.626112
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2179.625604 25066.516520 25125.619442 2064.981084
std 2475.937271 16646.635891 16879.931244 2133.042457
min 1019.481001 1512.666728 1516.000536 996.550715
25% 1134.493171 7077.215614 6487.583571 1100.116276
50% 1254.398134 34963.114754 34685.990338 1270.788472
75% 1774.392656 36988.979469 38021.198830 1777.337802
max 9509.459087 39950.704225 39381.840796 8337.269756
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1513.766861 30646.180996 30596.533450 1535.624373
std 294.605642 14649.802516 14442.153830 270.647330
min 1074.727272 1789.503202 1816.537596 1200.562979
25% 1289.013214 31968.405036 32934.810986 1341.803336
50% 1492.106583 37201.636905 36875.000000 1489.833160
75% 1724.199340 39352.367262 38355.099502 1723.899478
max 2041.319248 39944.444444 39886.473430 2058.538786
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1204.081369 38364.002381 37048.232244 1168.594297
std 318.158065 1713.495543 2061.905130 310.193791
min 978.591406 36126.760563 34726.368159 958.246282
25% 996.943146 37304.794521 35451.388889 1002.671747
50% 1084.990828 38008.454106 37234.299517 1075.720597
75% 1299.208271 39070.203081 38016.311813 1187.772421
max 2062.300290 41423.611111 41653.439153 2025.943767
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1204.212986 37714.679915 37164.825121 1275.293959
std 248.177602 2029.297222 2375.549337 284.554064
min 950.217551 33339.843750 32614.942529 982.465564
25% 1035.713866 36486.971831 36927.447552 1096.553285
50% 1160.881268 38425.925926 37234.299517 1190.217673
75% 1294.979810 38980.392157 37511.841168 1317.872765
max 1839.167027 40378.415301 42505.208333 1883.010329
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1155.759625 38988.445220 37715.863228 1082.380619
std 223.886338 1094.519819 2005.347162 116.198178
min 937.499269 37452.380952 34628.787879 939.285167
25% 1034.060638 38355.220985 36470.251502 1018.752063
50% 1059.904124 38785.714286 37946.859903 1038.302274
75% 1204.121829 39685.990338 38454.389238 1136.162938
max 1724.934424 41233.108108 41815.476190 1298.626503
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1242.222319 37421.518335 37265.406507 1260.446124
std 269.432168 2521.373215 2150.507567 272.216140
min 977.462584 33271.164021 33459.595960 967.893130
25% 1080.084157 35832.976310 36293.855042 1130.686556
50% 1185.791014 37621.527778 37226.715686 1195.644211
75% 1317.434772 39398.109244 38505.184332 1318.921913
max 1941.124888 41119.047619 40869.565217 1992.141951
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1113.131997 36114.475670 37818.407604 1106.208962
std 177.833146 1911.133671 2290.990141 179.931110
min 921.680801 33689.743590 34715.962441 922.918841
25% 1016.319451 34825.810185 36494.148507 993.130983
50% 1077.488416 35879.166667 37203.980100 1066.717928
75% 1159.209309 36844.691506 38599.018353 1190.321275
max 1569.168346 39797.979798 42997.747748 1541.694097
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1361.353091 37785.878079 37998.676198 1363.787224
std 624.324704 2407.245911 2114.100735 619.922189
min 965.310514 34912.760417 35323.059361 964.790618
25% 1083.167080 36013.558201 36211.627493 1090.428962
50% 1140.162367 37107.981221 37743.589744 1147.280969
75% 1278.822130 39357.361897 39665.321109 1296.133362
max 3146.699854 41772.486772 41320.105820 3133.899559
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1192.302962 37035.136874 37605.174158 1192.087594
std 234.842076 2750.007387 1982.663351 233.990925
min 982.796486 32131.840796 33393.192488 982.147749
25% 1016.081083 36104.600694 36829.723289 1022.432530
50% 1097.540484 36356.807512 37910.256410 1080.284915
75% 1307.097296 38983.386638 39110.505287 1309.039083
max 1703.000870 41139.705882 40000.000000 1677.408948
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1252.074052 31122.301385 31824.185293 1353.761443
std 327.071878 14733.613971 14952.164908 410.354755
min 984.736345 1425.277432 1471.375317 985.446827
25% 1043.887610 34963.912965 36621.244131 1093.665737
50% 1173.861710 36438.172043 37167.792793 1177.519720
75% 1315.525680 38516.595353 39901.129944 1405.138592
max 2132.799341 41944.444444 40683.060109 2206.307968
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1342.432217 34081.594537 34922.810602 1258.145891
std 451.075850 10817.633440 11075.857344 396.948985
min 956.766625 1945.905076 1899.137014 962.677999
25% 1019.863945 35565.567993 37251.515509 1026.776337
50% 1145.740609 37424.242424 37397.260274 1103.053126
75% 1644.585070 37953.739368 38813.820243 1249.401159
max 2128.879976 41619.718310 41076.719577 2132.722358
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1292.206541 37735.288902 38153.302449 1293.432202
std 344.276860 2411.194038 1558.164107 354.792787
min 986.607722 33897.435897 35491.293532 987.853290
25% 1127.443623 36594.967532 37009.459744 1119.773389
50% 1202.866568 37869.047619 38214.285714 1193.278304
75% 1325.074000 38681.855400 39367.584426 1326.140918
max 2268.691840 42022.058824 40873.809524 2296.359944
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1403.299478 34949.393668 34063.147116 1405.078496
std 465.547623 10908.989065 10582.404489 476.914864
min 1011.095237 2465.928146 2413.729286 1002.051972
25% 1111.834983 36067.536003 36097.746394 1140.854051
50% 1276.569539 38457.031250 37381.756757 1242.302922
75% 1385.024928 39276.293683 38048.160173 1384.829903
max 2381.765066 41069.651741 38849.264706 2453.072637
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1185.615785 33475.985281 34435.698050 1191.790299
std 199.381086 10648.846283 11080.734606 172.831520
min 968.364282 1715.291732 1717.142401 963.526596
25% 1088.222624 35269.560185 35434.212818 1105.644000
50% 1144.388005 36151.620370 37265.151515 1171.009972
75% 1230.836608 37621.965453 38938.095238 1221.519603
max 1727.785551 40051.282051 41930.555556 1645.221232
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1559.782722 34644.997432 34918.218157 1541.327722
std 1231.796889 9870.598185 10007.051285 1222.564300
min 1050.559835 5473.715419 5473.834391 1021.457605
25% 1102.992232 36027.845372 36651.299952 1072.955812
50% 1186.988218 37300.995025 38057.359307 1149.374074
75% 1337.258619 38209.303061 38980.566281 1330.182259
max 5258.696697 42115.942029 41256.720430 5209.202698
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1081.625499 36953.324670 36385.000111 1097.985062
std 105.323551 2149.903642 1593.581205 120.582633
min 981.244706 33795.662100 33194.444444 988.069716
25% 1032.009891 35613.136242 35456.586022 1015.904219
50% 1051.199065 36865.497076 36855.022831 1062.997584
75% 1092.327365 37501.808449 37131.717939 1138.971182
max 1371.248828 41580.687831 38706.709957 1385.622028
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1290.419486 37813.644211 37556.698608 1280.745322
std 305.710804 2066.663365 2245.700900 302.514383
min 985.113601 34356.164384 34027.777778 999.694219
25% 1067.864030 36401.785714 36402.192493 1080.617960
50% 1215.615912 37677.380952 36559.523810 1177.563569
75% 1392.946434 39230.509104 39470.410628 1372.363948
max 1916.972074 41043.715847 40948.717949 1912.534687
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 14380.884709 35237.328256 34638.989124 14533.624067
std 17984.835808 11279.892489 10979.111348 18227.193787
min 1005.485119 2057.620248 2061.935706 1020.469540
25% 1156.097213 35954.997997 36612.884964 1155.010681
50% 2040.848778 36953.431373 37105.633803 2098.782701
75% 36302.361300 40302.617521 39235.936308 35925.291219
max 37909.836066 42840.909091 40631.720430 39368.489583
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1135.413978 37885.100745 37357.803801 1138.601761
std 182.622158 1605.748004 1745.534528 185.340512
min 966.327442 34687.500000 33907.004831 967.135624
25% 1032.019516 36969.483568 36259.389905 1022.183485
50% 1057.748287 37944.444444 37644.444444 1045.365643
75% 1168.490872 38980.815037 38586.018770 1194.900918
max 1563.572299 39974.747475 39604.166667 1562.368736
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 27960.559416 38232.004153 37947.189237 27324.277722
std 17277.793514 1599.734269 1021.968345 16945.079432
min 1039.691380 35338.164251 36319.230769 1044.493957
25% 18708.271676 37241.460659 37297.203196 17329.981726
50% 37334.558824 38493.055556 38071.111111 36419.082126
75% 38437.476081 39145.329707 38684.211832 37460.078348
max 39854.166667 40764.285714 39214.285714 39766.908213
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1090.023542 38011.291090 36630.936469 1098.882689
std 153.080275 1914.474304 1752.236828 155.678021
min 895.372386 35294.776119 34120.772947 901.589931
25% 996.352444 36744.980850 35580.031080 1002.808087
50% 1079.474039 37630.952381 36587.301587 1072.948943
75% 1112.740273 39143.880208 37759.232026 1177.331123
max 1430.372858 42083.333333 40269.607843 1382.752707
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 31602.182474 37482.964520 38609.661576 33845.948669
std 15051.329029 1182.694635 2196.124247 11033.191490
min 1191.287483 36260.582011 35506.329114 1184.604118
25% 37068.265231 36932.564464 37140.960452 34972.756410
50% 37820.601852 37364.444444 38666.666667 37558.080808
75% 38987.516829 37651.778199 39833.822570 38211.613304
max 39688.461538 40669.014085 42076.612903 40791.062802
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4809.734628 33691.754174 35072.724578 1167.568123
std 12096.823692 10547.708034 11073.491868 326.985859
min 976.876590 2127.086585 2178.893791 982.278352
25% 1032.064701 35499.537037 36784.589377 1022.247698
50% 1054.844176 36500.000000 37355.721393 1060.914941
75% 1111.976185 37798.067356 38874.415732 1125.111505
max 41268.656716 38676.923077 42141.025641 2129.039603
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1370.064831 17477.623791 18090.455440 1390.101392
std 318.274497 18707.449082 19414.999542 312.171724
min 1075.994197 1097.774857 1086.757263 1088.600123
25% 1188.929977 1220.615613 1232.112882 1189.975368
50% 1270.580227 1347.444628 1327.649120 1312.071419
75% 1467.945569 35816.210046 37619.348244 1491.063562
max 2201.574598 39357.487923 40602.339181 2173.854185
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1348.752889 37921.925375 36985.498730 1353.519714
std 1001.046639 1913.868444 1723.294093 1001.894281
min 869.757770 34394.366197 34464.646465 850.577431
25% 936.589422 36879.668160 35979.553650 945.186228
50% 990.236263 38147.619048 37412.935323 984.237990
75% 1176.027487 39331.693484 37891.537267 1214.660741
max 4317.094117 40338.235294 40094.696970 4320.266279
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1526.066461 26365.562389 27478.686296 1553.196109
std 463.264055 16029.367609 16777.644705 456.191283
min 1046.307929 1403.616380 1429.771662 1035.228793
25% 1224.377040 17345.366722 17657.967006 1237.937536
50% 1401.174084 35655.864198 36570.422535 1503.432539
75% 1658.284492 36558.704096 38047.451375 1679.831144
max 2554.761138 37143.640351 39931.693989 2537.460515
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2566.811267 36464.177420 37304.311344 2500.710788
std 5246.056842 2456.767742 2596.081761 5081.413842
min 833.349130 31080.208333 32303.652968 825.093957
25% 901.225838 35453.811029 36296.111111 894.112081
50% 926.753053 36621.693122 37390.277778 940.593770
75% 999.112955 37989.718615 38177.614379 1000.317415
max 18373.137350 40279.947917 42096.774194 17815.148912
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1549.457401 25548.274011 24970.055785 1543.491875
std 247.250550 19105.082558 18669.377430 259.488219
min 1204.302943 1302.489800 1270.093482 1194.736662
25% 1405.896048 1621.370987 1625.420380 1350.198471
50% 1488.815664 39458.333333 35997.267760 1487.791648
75% 1717.314836 39585.595573 39199.572957 1734.796687
max 2046.645107 40335.978836 40561.594203 2024.839649
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1138.979736 34652.858211 34185.801983 1151.121068
std 307.564805 11039.760695 10838.841118 309.680162
min 880.787229 1951.284838 1872.961936 850.923720
25% 967.938197 35934.643400 35787.501776 990.635891
50% 1014.573038 37479.957806 37277.380952 1004.176284
75% 1174.829479 38945.628415 38644.791161 1229.559296
max 1928.991322 41640.625000 39276.255708 1890.007199
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1470.850930 28645.732630 27640.675073 1491.180039
std 637.507669 17051.447704 16437.065529 631.670566
min 996.713886 1691.965625 1730.102901 978.366905
25% 1040.448638 19654.469492 17982.315028 1036.444033
50% 1210.584673 38169.191919 36967.136150 1222.045011
75% 1641.240357 39098.759847 38025.906968 1700.454353
max 3173.102714 39946.236559 39141.791045 3120.330286
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1184.655321 38346.831941 37250.290583 1123.271743
std 293.972600 2337.183822 1599.533954 225.722374
min 916.892996 35974.637681 34530.516432 901.242797
25% 969.570102 36842.866162 36161.928680 974.190267
50% 1094.607394 37453.051643 37664.141414 1084.739035
75% 1262.552533 39153.005464 38194.230769 1210.794154
max 1747.281112 42890.625000 39768.382353 1681.046389
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1208.649506 14838.813829 15324.614541 1235.357261
std 214.946327 18789.019653 19489.572127 227.920930
min 976.519289 1114.281402 1114.753700 967.458611
25% 1107.843079 1223.752116 1207.002373 1126.432664
50% 1190.233402 1461.897785 1473.014120 1205.169410
75% 1228.410281 36770.200822 38008.420304 1229.939668
max 1804.626199 41033.602151 41914.141414 1827.723631
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1150.540579 34715.870284 33713.008829 1100.882525
std 296.323010 11160.137031 10872.854165 282.127355
min 883.494075 1801.304606 1776.742899 885.369178
25% 923.831990 36101.792279 35599.866163 908.276531
50% 1064.579450 37936.827957 36512.096774 966.675858
75% 1313.994791 38816.921701 38199.634362 1183.632322
max 1812.818486 42082.191781 40555.555556 1778.172622
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1692.351810 24905.721759 25009.663331 1730.334274
std 753.117061 18063.891313 18212.000762 706.535745
min 936.624013 1210.568462 1190.589674 1124.143921
25% 1163.127029 2997.030660 2954.365927 1250.793236
50% 1525.602894 36158.854167 36052.238806 1517.039863
75% 1977.965549 38767.814010 37706.083725 1990.352218
max 3440.345536 39952.956989 43140.096618 3396.167416
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1115.369848 37964.207724 37347.511352 1086.866002
std 168.442465 1734.903115 1769.133258 147.721557
min 905.777328 35579.710145 34674.603175 908.964319
25% 963.289693 36563.555329 36403.571429 973.634547
50% 1113.871467 38583.333333 37324.626866 1065.206278
75% 1213.655746 39219.147105 37990.850284 1153.707511
max 1423.165772 40848.484848 40176.940639 1399.002664
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1366.431543 17272.755736 18603.821910 1360.820861
std 333.444943 18137.615041 19627.602616 329.217694
min 990.391121 1084.384079 1095.707626 1000.111154
25% 1133.483328 1542.857365 1555.732796 1133.515137
50% 1265.160728 2079.508839 2187.585318 1252.901682
75% 1541.520720 36007.246377 38972.044665 1560.947661
max 2101.909903 38465.277778 40625.000000 2096.833374
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1013.748783 38100.152190 37722.261120 1025.514444
std 79.172267 2031.055559 1717.222393 87.622793
min 857.175436 35550.847458 35576.131687 858.622514
25% 979.377719 36685.943337 36616.249559 962.275862
50% 999.133906 37220.588235 37738.095238 1025.715083
75% 1051.863650 39708.379909 38417.060583 1094.987122
max 1139.406909 41217.948718 41644.444444 1154.788982
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1691.145621 20931.792803 21897.018620 1768.143001
std 797.312347 17868.325839 18872.189424 819.306582
min 1101.625667 1473.744369 1508.054356 1129.743733
25% 1303.690778 2138.908553 2151.186781 1367.900893
50% 1404.784386 35377.314815 35220.238095 1466.460305
75% 1598.919795 36052.952722 38648.498579 1709.536543
max 3799.090954 37933.593750 41398.401826 3981.036419
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1242.948982 38251.271137 36762.991958 1184.012967
std 354.681543 1442.738876 1639.121403 312.024962
min 930.917452 36293.532338 34492.187500 952.067045
25% 999.033780 37445.233586 35658.496732 1005.603292
50% 1025.557138 37685.990338 36692.401961 1031.267583
75% 1440.695202 38957.172856 37829.517974 1222.852390
max 1946.433325 40779.850746 39340.796020 1970.782930
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1572.374916 24949.548177 24564.262273 1654.380331
std 870.358460 18021.963216 17728.938466 824.757982
min 957.436650 1495.497728 1466.666290 937.680604
25% 1081.833630 3001.817014 2974.459412 1124.826929
50% 1165.506405 36377.252252 36521.505376 1493.893584
75% 1623.283661 37980.614144 37546.960383 1864.457686
max 3974.405524 40436.904762 39088.235294 3804.249340
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1294.003879 36548.022423 37482.741082 1223.300751
std 402.683203 1826.557702 2303.291595 309.726797
min 844.166473 34505.952381 33363.387978 859.667714
25% 1012.611315 34722.762997 36410.256410 1007.443326
50% 1191.349276 37509.803922 38358.974359 1194.512140
75% 1443.515565 37984.135611 38976.452584 1311.816296
max 2065.390038 39078.358209 40322.580645 1946.642988
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1233.453986 17953.956671 17498.320352 1231.885278
std 290.660613 19065.189003 18564.827274 288.470946
min 927.421586 1135.703143 1102.017398 938.943231
25% 1023.319929 1253.189905 1268.184373 1028.205221
50% 1210.018566 1878.752567 1856.672040 1169.529858
75% 1269.848724 37392.208246 35077.162266 1277.475458
max 1869.431678 40398.809524 40019.531250 1875.983837
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1263.040990 33598.276918 34784.217100 1274.498114
std 449.056658 10906.274250 11171.691653 453.639366
min 906.159432 1627.651326 1610.183362 924.946511
25% 974.341876 34834.340586 35885.515873 981.915063
50% 1024.754947 36365.384615 37631.720430 1031.709484
75% 1403.051430 37714.409534 39500.734035 1411.645432
max 2102.469337 41739.130435 41489.898990 2132.115226
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1422.250825 20800.340298 20810.987744 1443.007762
std 291.673495 18660.928941 18696.375435 288.123677
min 1064.348817 1259.249063 1309.670479 1041.456003
25% 1267.070596 1448.811633 1464.586439 1287.334605
50% 1333.701905 32300.675676 33405.303030 1391.800142
75% 1467.931692 37144.597070 36782.738095 1484.733202
max 2069.494542 39632.352941 41243.781095 2050.692523
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1638.513511 35019.027630 33657.726737 1595.229069
std 1875.632614 9494.781513 9217.283682 1803.442028
min 877.074406 6938.396571 6749.491930 876.974251
25% 982.102016 36229.700855 33474.464699 975.233292
50% 1075.201960 38292.483660 36237.089202 1056.474309
75% 1177.838644 39016.280566 37496.393035 1172.538764
max 7273.522501 40810.714286 39908.675799 7022.234030
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2204.483740 15756.161486 15679.142512 2401.811210
std 970.022875 17881.782256 17790.564575 981.661569
min 1220.541211 1472.952887 1448.494374 1249.482685
25% 1537.790760 2818.500320 2815.012910 1634.592138
50% 1766.888532 3712.093850 3736.260811 1943.176691
75% 2833.596450 37543.058517 36280.628869 3288.601383
max 3945.228026 39457.070707 40288.793103 3957.717716
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1313.434857 37782.165745 36273.188761 1093.930137
std 766.276691 1238.533267 1883.980786 107.947343
min 967.773892 36471.774194 33589.285714 948.607708
25% 1017.799131 36863.010112 34836.741728 1024.301518
50% 1058.002826 37342.723005 36059.859155 1064.303298
75% 1164.891651 38867.458647 37927.658942 1153.212769
max 3606.411876 39726.775956 38870.892019 1323.896300
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 24288.646882 37417.320609 37544.992054 24565.005111
std 18460.370744 2211.223255 1573.351255 18750.022274
min 1031.609348 32432.835821 35169.444444 1025.668751
25% 1100.510707 36216.639047 36412.044779 1130.252016
50% 36506.944444 37836.757991 38053.278689 36292.237443
75% 37483.203821 39317.565359 38566.629129 39442.985827
max 40894.179894 39700.000000 39939.153439 41069.010417
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1208.996704 34380.367713 32924.085100 1194.675266
std 269.633352 10867.941685 10560.233462 262.098612
min 938.886131 1891.165654 1850.725751 950.032673
25% 1068.398709 36085.061074 33598.420926 1041.606624
50% 1096.907786 37324.879227 35779.761905 1097.869504
75% 1288.033567 38514.207807 38087.622549 1259.823236
max 1914.967787 39672.885572 38878.676471 1891.055145
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2487.436544 19004.298228 19126.598005 2774.708388
std 913.676998 15667.190563 15915.189456 944.689351
min 1041.756893 1504.374159 1499.659297 1508.912666
25% 2094.013235 5283.423673 5237.425541 2220.978888
50% 2399.750995 10970.101930 10247.356879 2515.204424
75% 2666.760661 34663.009471 35995.444308 3164.697830
max 4327.255692 37868.055556 36803.728070 4440.029875
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1583.716435 30828.249827 31602.116056 1342.395451
std 952.505838 14560.211004 14895.359850 374.530848
min 997.114839 1620.522275 1714.469338 989.614405
25% 1082.081498 33577.432385 35273.482779 1074.330828
50% 1134.304149 38006.410256 36517.676768 1154.161441
75% 1674.164172 38911.880813 39877.639113 1544.728893
max 4237.126312 39805.107527 41480.769231 2035.360629
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1591.085782 8469.836446 7725.583440 1585.717730
std 342.568093 15166.144914 13475.265978 367.257801
min 1213.722186 1451.457233 1429.037506 1220.321977
25% 1452.291138 1508.952315 1519.653733 1445.413981
50% 1552.267566 1551.113920 1557.797720 1540.255695
75% 1647.862048 2137.554132 2181.586725 1581.741820
max 2500.562252 39818.693694 35230.225989 2599.553723
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1225.387685 38472.652819 38092.068061 1273.427800
std 177.290591 2136.288338 1497.420098 278.313810
min 958.137109 35597.014925 34587.500000 956.023193
25% 1129.859077 36840.345765 37519.806338 1133.350274
50% 1173.449547 38293.918919 38401.826484 1181.493176
75% 1352.697125 39960.937500 38769.529329 1367.082419
max 1536.705466 42144.444444 40157.004831 1968.491632
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1641.745149 19645.987146 19684.459626 1659.738603
std 521.225976 17714.976586 17786.930071 539.178211
min 1038.065855 1289.682553 1320.984188 1019.969767
25% 1317.946691 1480.927079 1476.870962 1325.003352
50% 1368.314252 27460.144928 26614.942529 1354.768893
75% 1938.912021 36078.697510 37048.359729 2026.293369
max 2604.123116 41321.614583 40833.333333 2668.659380
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1240.813099 36976.518124 38140.587236 1138.381037
std 371.389793 1648.663238 2165.930560 218.553841
min 950.323526 34312.820513 34114.583333 955.435842
25% 1004.474366 36140.750138 37146.173430 992.375094
50% 1091.267146 37287.558685 38135.714286 1067.944559
75% 1375.519352 38131.402845 38926.113614 1168.050118
max 2156.924604 39609.953704 41545.893720 1570.541923
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1052.104155 4587.558513 4584.605008 1141.144749
std 254.757433 11419.297190 11415.294280 376.031627
min 869.468960 874.379518 888.469708 882.719961
25% 894.571923 885.766135 894.735360 888.117349
50% 967.237541 950.536232 933.975545 958.337992
75% 1077.096090 1543.880803 1520.392461 1259.688651
max 1679.598217 38997.685185 38982.240437 1982.272107
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1354.731966 35012.631698 34131.453953 1258.752612
std 395.141111 11181.814453 10905.556326 349.446545
min 975.160688 1766.845562 1775.301093 911.334853
25% 1060.255732 37094.086022 34999.130037 1028.326562
50% 1185.649460 38105.468750 37744.131455 1183.820554
75% 1589.307187 39390.277778 38166.666667 1294.049883
max 2039.418310 41330.645161 40873.015873 2028.502371
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1421.846250 1465.553037 1465.678651 1472.721211
std 289.200281 240.755892 226.818269 240.254442
min 907.168754 1130.717031 1137.865154 1135.849119
25% 1285.723162 1346.756648 1334.729534 1343.915003
50% 1378.602983 1377.183380 1400.239414 1419.346619
75% 1568.035738 1565.283264 1571.422077 1568.956504
max 1884.085663 1893.295933 1859.780501 1909.419524
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1125.627836 36564.364652 37933.618402 1092.903750
std 208.637185 2089.178796 2118.502022 198.996391
min 899.482165 32651.960784 34726.562500 879.705210
25% 1026.148081 35317.134717 36861.280193 1029.861650
50% 1046.875720 36923.076923 37814.009662 1043.646877
75% 1138.803133 38015.177225 38959.837344 1104.883545
max 1627.751996 39659.090909 42016.129032 1649.014196
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2562.660468 9471.026753 9559.916823 2789.498012
std 1866.378162 14335.879535 14570.842394 1933.304750
min 1076.283009 1510.759451 1566.383213 1259.863286
25% 1520.225510 1914.580147 1915.221725 1612.564787
50% 1868.660816 2693.290312 2713.406857 1968.256064
75% 2665.669657 6285.454319 6166.031073 2782.186895
max 7364.442747 40091.324201 39411.764706 7788.787737
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1292.652740 38023.858672 37047.280407 1190.162203
std 529.936402 1767.362610 1380.510098 208.487700
min 978.601583 34932.795699 34037.558685 980.243617
25% 1052.912247 36965.943805 36900.659824 1047.478271
50% 1164.799773 38196.759259 37250.000000 1160.509896
75% 1274.357295 38832.251082 37881.814236 1256.254156
max 2855.113796 41659.836066 38762.254902 1727.114145
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1959.600279 4918.104061 5230.118379 2068.368599
std 247.771286 9407.820181 10375.353701 348.937100
min 1684.966923 1711.515628 1752.935000 1714.715906
25% 1774.512490 1793.600299 1826.644439 1819.873916
50% 1941.129038 1940.684778 1988.505963 1925.902932
75% 2128.002327 2368.451340 2380.533989 2283.363614
max 2333.411717 33263.888889 36493.872549 2881.581703
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1304.947436 38283.903784 37840.773221 1139.931155
std 581.386144 2349.639058 1408.449382 240.192377
min 909.165764 35569.892473 35841.397849 940.331697
25% 996.170230 36948.124680 36736.657691 997.745253
50% 1096.681365 37537.037037 37910.353535 1084.503162
75% 1276.398345 38880.685764 38804.442647 1155.827858
max 2889.366286 43373.655914 39863.184080 1774.425527
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1409.938237 4939.125885 4665.097259 1453.301940
std 210.923927 11678.340653 10761.133394 188.840302
min 1082.470504 1127.486555 1125.143811 1118.153214
25% 1277.836903 1342.191201 1345.444016 1350.136634
50% 1415.428538 1433.952632 1430.574898 1429.425771
75% 1530.023748 1571.314783 1564.633300 1575.253997
max 1752.087489 40147.435897 37107.456140 1746.308003
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1144.350395 37800.448394 38204.105236 1109.640081
std 206.940113 1380.802869 1353.859099 157.250592
min 853.694687 35817.204301 35797.101449 860.508896
25% 1020.446262 36577.891791 37802.463810 1020.265002
50% 1067.946719 37888.888889 38365.384615 1078.934934
75% 1241.842179 38524.629548 38814.015152 1176.977350
max 1514.666203 39922.839506 40165.598291 1442.717419
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1915.489041 11858.727997 12285.457542 2026.027736
std 727.658270 16238.186545 16913.696981 699.306343
min 963.414639 1915.548722 1922.845428 960.465733
25% 1156.198108 2306.471485 2343.282814 1516.237890
50% 1994.157093 2566.558003 2619.440294 2286.219775
75% 2414.114486 18368.172570 20257.839605 2536.804127
max 2948.804734 40166.666667 40389.784946 2836.350870
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1147.151746 37529.569104 37084.527741 1033.629454
std 470.327129 2612.972443 2326.070669 108.707478
min 882.123920 32670.903955 34202.850877 899.489651
25% 954.046840 36206.546868 35753.919890 947.593470
50% 1010.487695 38284.188034 36307.692308 1009.426162
75% 1094.996077 39195.623249 37472.041847 1106.664806
max 2539.595390 40595.238095 42248.677249 1234.168896
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1373.372623 4520.462721 4707.876159 1418.377169
std 219.337855 10338.878914 10945.481267 230.541999
min 1134.212817 1118.603261 1119.891450 1136.050679
25% 1226.395224 1249.935104 1243.114838 1247.299346
50% 1279.163377 1289.701904 1300.869201 1297.145623
75% 1526.924906 1701.041862 1703.188438 1631.455485
max 1740.980714 35685.897436 37702.564103 1718.018346
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1367.124001 34425.611454 34453.943546 1412.550083
std 354.862301 10881.827419 10869.735266 420.554818
min 908.535659 1996.429739 2041.634997 891.346761
25% 1163.636651 36235.726399 36075.428513 1160.498621
50% 1317.763743 36884.615385 37383.578431 1336.280474
75% 1551.835758 38883.606983 38710.699023 1618.422789
max 1991.246745 40294.117647 40403.645833 2165.630420
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2256.450065 27614.427530 28099.430632 2290.387506
std 909.823763 16782.675235 17094.548692 955.930918
min 1282.171452 1253.737696 1281.965853 1284.419236
25% 1777.654923 18208.200968 18881.653395 1749.278742
50% 1931.888925 36788.647343 37314.189189 1942.891829
75% 2444.643895 38172.872094 38307.012432 2610.456018
max 4387.159736 39074.074074 40754.166667 4574.510478
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1296.355006 37083.189091 37940.275199 1157.469078
std 516.308661 1284.449458 1589.616490 337.834121
min 856.504696 35577.114428 35399.061033 855.258277
25% 949.377832 35990.239726 36845.379268 955.418037
50% 1038.911189 36474.358974 38192.204301 981.244678
75% 1527.063010 38351.924044 38978.975735 1223.106249
max 2435.483875 38892.857143 40453.586498 1872.634800
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1572.422146 5224.467223 4783.294938 1683.606877
std 368.314447 11689.250302 10219.163617 358.476688
min 992.585600 1216.605864 1234.893504 1215.908455
25% 1315.608515 1486.105980 1477.255990 1418.132287
50% 1557.782062 1704.666957 1727.932345 1618.248454
75% 1847.060086 2018.357561 2050.472634 1995.676278
max 2136.153253 40454.402516 35578.571429 2250.142981
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1328.593969 34104.174283 34595.811740 1347.595095
std 347.803353 11026.178891 11248.440235 395.118163
min 948.416303 1394.833280 1414.906236 945.878209
25% 1065.988490 35252.767053 35460.756033 1053.849604
50% 1284.006519 36896.153846 38592.342342 1295.560065
75% 1477.416364 38635.377029 39671.622946 1493.174376
max 2048.407970 40751.207729 41094.527363 2266.158088
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2450.069862 20524.477467 21789.790413 2452.181781
std 708.879131 17312.734667 18499.364376 722.762719
min 1616.388530 1640.044724 1683.368377 1647.018663
25% 2035.134719 2660.833482 2670.273388 2045.519199
50% 2251.922510 32016.025641 33347.046414 2196.069158
75% 2800.623138 35706.107550 38026.790244 2831.637366
max 3701.775154 39986.338798 41878.787879 3664.879740
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1259.887271 36948.690037 37791.874609 1276.302482
std 360.441971 1541.188029 2138.450300 400.345699
min 987.649651 34348.591549 33570.512821 974.622062
25% 1047.761325 36378.624959 36529.986213 1048.232535
50% 1130.200548 36803.333333 37475.124378 1118.826430
75% 1273.623183 37992.948718 39591.911765 1302.322735
max 2134.396221 39500.000000 40191.256831 2277.728114
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1845.483835 1811.064972 1829.797097 1814.100509
std 371.322507 329.295654 332.503935 338.894785
min 1403.454049 1446.256513 1459.497521 1449.026382
25% 1564.125002 1522.115867 1558.812221 1555.270240
50% 1814.684534 1820.597601 1788.330837 1790.304758
75% 2015.246463 1996.552182 2002.079785 1975.766104
max 2589.116569 2517.818758 2582.354218 2587.368168
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1767.161950 23866.576248 25185.894846 1781.005124
std 895.384103 17116.958432 18160.889764 879.497924
min 983.380785 1804.458512 1780.224247 999.974084
25% 1178.444688 2809.898955 2825.663030 1191.222665
50% 1270.803307 35192.204301 37148.809524 1290.263105
75% 1964.917778 36303.799716 38464.989759 2043.139155
max 3463.829009 38925.120773 40173.076923 3503.668310
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3606.378408 3747.069578 3726.220614 3729.559446
std 754.198590 557.097785 571.860005 585.334029
min 2183.036411 2855.661249 2775.519754 2747.613369
25% 3189.368938 3319.847358 3348.561755 3310.585211
50% 3663.929695 3783.107645 3675.973929 3722.640865
75% 4259.308300 4211.679359 4185.928170 4282.315009
max 4610.244562 4575.477809 4567.807781 4493.661199
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1388.949379 37296.608943 37379.527645 1131.991481
std 795.844811 1878.462053 2676.893197 121.796638
min 967.427841 34000.000000 31817.307692 972.789899
25% 1082.625416 36035.676397 36502.991453 1039.991404
50% 1142.347966 37528.935185 37488.262911 1116.822955
75% 1299.646374 38319.354257 38769.017752 1238.081608
max 3763.464836 40224.867725 42341.549296 1298.934176
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2192.509405 5550.639352 5777.207015 2292.478172
std 796.804867 10567.008096 11253.180585 638.183968
min 974.017336 1750.618727 1679.245036 1419.496337
25% 1770.105027 2008.919675 2016.307480 1900.290074
50% 2155.105921 2289.202712 2312.855591 2258.405978
75% 2488.105842 2664.275200 2717.321446 2486.375435
max 3984.385755 37366.071429 39655.797101 3811.459627
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1285.206152 37227.849559 37352.933682 1158.724074
std 371.528797 2996.950680 1741.524594 151.104805
min 1024.982696 32672.535211 33287.878788 943.940333
25% 1066.610682 34930.656200 36575.317422 1053.345806
50% 1203.971736 37936.507937 37783.333333 1153.975274
75% 1257.713155 39046.918768 38621.381307 1241.107535
max 2328.530913 41816.406250 39353.846154 1489.092360
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2045.976610 2827.724843 2817.422953 3493.654767
std 1206.589212 2387.196668 2398.572878 4610.229917
min 926.198122 1323.302332 1341.094336 1321.735189
25% 1547.575927 1652.839916 1652.359832 1628.672426
50% 1666.456510 1670.628686 1707.975422 1667.526462
75% 1926.030637 2706.235627 2705.725234 2500.202283
max 5344.852315 9093.563980 9271.080907 16977.152477
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2530.403062 37427.141371 38124.373640 1110.906703
std 4666.357100 1719.203930 2018.072928 109.174918
min 1001.499556 35142.241379 33458.333333 994.420705
25% 1052.582769 36171.806409 37660.557644 1022.751651
50% 1142.405516 37083.333333 38696.787149 1062.814886
75% 1211.189881 38880.859375 39598.624795 1192.172269
max 16596.756560 39836.065574 40027.777778 1328.728614
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3028.607799 19263.363024 19521.965431 3280.877823
std 1762.635188 17138.740271 17447.717947 1611.949243
min 978.626462 2950.094697 2914.614495 1287.594007
25% 1680.720186 3980.436111 4012.292556 1852.698270
50% 2890.679660 6382.600651 6161.214058 2987.199285
75% 4042.683563 36426.443489 37994.853828 4045.351782
max 6439.066788 39610.328638 38872.549020 6375.099030
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1527.799173 34072.766209 34655.540319 1294.174844
std 874.546024 11048.606294 10980.461337 281.588566
min 980.628767 1810.939355 1808.477705 980.609123
25% 1068.748843 35073.655914 36794.685990 1074.559267
50% 1143.265305 37313.218391 38186.827957 1151.016232
75% 1600.297034 38602.678571 38755.317381 1492.846981
max 4023.212976 41510.964912 39589.460784 1770.730242
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2016.530227 8818.175329 8996.312302 2042.672637
std 776.350685 14721.700220 15128.701747 748.477231
min 1359.575235 1558.959343 1567.104885 1355.831175
25% 1522.549649 1683.017899 1668.297996 1591.576869
50% 1663.208821 2019.572947 2040.744173 1694.458950
75% 2292.505353 3522.728392 3583.510706 2339.540002
max 3599.945734 38900.252525 42098.591549 3480.087586
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1455.047540 33924.472758 34939.184268 1417.479304
std 425.313035 10728.912595 10958.988518 395.941919
min 963.937372 2513.592581 2473.563415 970.849686
25% 1183.373259 33852.926587 37021.314538 1184.610344
50% 1332.711475 36964.102564 38232.587065 1337.795279
75% 1651.384470 39177.286255 38997.953869 1531.860098
max 2467.962838 40112.318841 42156.432749 2421.579411
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2122.129962 2268.923059 2295.810490 2279.269996
std 709.232342 711.155531 705.086215 709.490575
min 1304.872044 1295.584118 1330.764756 1319.708398
25% 1531.478688 1671.099203 1685.709426 1669.137345
50% 2257.682987 2353.995857 2381.746671 2396.244518
75% 2445.217198 2648.465623 2671.757773 2665.760929
max 3551.702012 3618.327636 3626.337471 3578.084429
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1597.437231 33867.704673 33570.494520 1409.960517
std 719.430026 10508.813626 10409.567086 502.212193
min 858.652940 2420.203634 2407.883090 862.135695
25% 1141.733013 35854.351628 35366.831254 1131.891767
50% 1301.507610 37123.737374 36589.285714 1254.905761
75% 1983.593377 37530.934343 37442.833597 1469.231636
max 3106.874735 38875.000000 39203.980100 2371.482376
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2732.894217 3362.479390 3491.310271 2874.666225
std 1364.682779 2527.591549 2981.765538 1259.186062
min 1157.122324 1143.461643 1146.760199 1157.159244
25% 1677.089891 1926.265583 1930.506638 1972.017076
50% 2395.688327 2657.529950 2518.817215 2519.615262
75% 3707.778766 3838.268136 3795.814040 3809.778369
max 5235.046354 10274.707863 11890.637278 5168.106890
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1787.433633 34199.310641 34642.516477 1637.949131
std 744.966421 10617.860686 10672.939190 714.211601
min 1135.084089 3206.211898 3288.721335 1028.554465
25% 1224.228630 35380.704365 35903.517725 1200.742345
50% 1385.286311 37193.287037 37977.272727 1346.131435
75% 2238.655774 39022.100056 39018.485915 1780.574348
max 3159.137006 41110.714286 41062.146893 3099.748019
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1502.506472 5004.745531 4892.997120 1600.991490
std 268.507769 11168.707929 10780.664410 276.250585
min 1022.333180 1368.850823 1356.633731 1173.637899
25% 1361.077394 1469.654507 1513.770933 1415.048720
50% 1554.502997 1644.367580 1637.480181 1564.248060
75% 1661.362420 1840.098568 1841.983522 1729.773905
max 1924.298296 38673.497268 37391.552511 2101.247399
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1318.973102 37327.494660 37726.977135 1221.596230
std 367.025121 1642.176707 2457.633572 268.678689
min 1020.534016 34822.580645 33685.714286 977.684347
25% 1096.195955 36166.619554 36842.588063 1065.573642
50% 1200.797802 37555.555556 37394.144144 1181.118068
75% 1297.477764 37968.352884 38887.896825 1222.703075
max 2105.535574 39970.657277 41351.990050 1960.425886
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2103.553397 2146.542971 2129.464505 2125.349336
std 1037.881802 992.787911 934.130134 976.692301
min 1033.647563 1447.570946 1435.500218 1450.797781
25% 1582.674546 1582.685004 1565.252679 1558.926584
50% 1668.714799 1656.549569 1699.315120 1672.916258
75% 2251.835561 2358.422069 2335.195841 2248.136006
max 4521.791715 4573.123093 4348.836881 4502.480968
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1243.996902 37522.353924 37590.171851 1239.581131
std 249.955269 2381.718946 957.957287 246.324836
min 914.226852 33845.959596 35904.605263 908.869202
25% 1104.778157 36327.774860 37078.839869 1122.376273
50% 1167.815934 36904.228856 37864.583333 1171.402358
75% 1329.056804 38521.403738 38234.458429 1322.314587
max 1843.002613 42048.245614 38738.095238 1868.972362
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1562.299147 7825.543762 7941.874300 1595.647354
std 134.337797 13933.654423 14160.833945 117.263418
min 1357.685083 1434.299757 1433.311304 1443.804270
25% 1466.499862 1485.838563 1503.165324 1509.939882
50% 1511.516062 1600.683741 1609.141347 1601.422570
75% 1669.611919 1747.555891 1739.486388 1671.519969
max 1786.935000 37211.538462 36818.783069 1818.040326
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1323.872269 37431.794982 38103.114055 1265.579655
std 329.802833 2568.315112 2538.309555 312.199481
min 936.653261 33301.767677 32751.412429 952.168909
25% 995.115238 36184.431714 37013.086951 992.530178
50% 1386.954769 37422.316384 38294.871795 1098.157390
75% 1594.203589 39377.314815 39506.260016 1566.702776
max 1790.477482 40815.217391 41556.372549 1735.989587
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1837.289801 1893.287617 1885.026414 1889.859728
std 489.129625 440.158314 436.486398 418.979714
min 1002.934210 1406.703647 1391.595995 1420.693433
25% 1481.701706 1482.637111 1490.902905 1514.660396
50% 1845.050145 1871.063947 1846.035916 1868.123348
75% 2236.598106 2294.566104 2268.614368 2242.900097
max 2607.148921 2607.968565 2542.411745 2597.350234
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1194.412107 37918.841203 37639.139631 1155.577310
std 255.462645 2148.230487 2056.255343 221.681625
min 949.534655 34417.989418 33750.000000 924.449475
25% 1022.632991 36456.926676 36647.489777 1021.916893
50% 1114.642447 37605.633803 37699.771689 1109.323204
75% 1305.957711 40025.595238 38793.269231 1175.523880
max 1689.859344 40585.555556 41177.083333 1666.384085
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 17940.908115 21269.368489 21484.056932 17717.558577
std 18661.935321 18501.492113 18768.759784 18272.761531
min 1159.096916 1399.831491 1407.516893 1252.126360
25% 1678.180885 2072.299810 2077.189420 1903.910120
50% 2504.134356 35921.875000 34480.769231 2482.609614
75% 36980.355021 37430.220517 38152.143131 36103.062881
max 40079.545455 39191.025641 40193.236715 38939.950980
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1257.294797 37170.471857 37242.238043 1202.217294
std 223.490834 2085.402688 1471.505294 148.693697
min 978.365622 33791.079812 35155.952381 960.144970
25% 1139.161490 35557.816307 36187.222222 1144.952453
50% 1184.336470 37690.140845 36931.216931 1189.350364
75% 1334.277180 38316.113449 38396.008403 1262.860223
max 1753.980211 40031.400966 39587.365591 1510.203613
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2376.207991 14304.456334 14304.980743 2435.887420
std 865.493725 16417.126951 16355.546506 820.739266
min 1234.054015 1279.307321 1283.657756 1265.053862
25% 1780.177366 2501.198384 2444.439343 1907.108174
50% 2293.211356 3124.166888 3207.952332 2317.681196
75% 2891.370290 32223.972568 32189.569907 2879.710837
max 4047.677361 37376.190476 38135.683761 4128.122852
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1280.286092 37672.342440 36967.925663 1223.495115
std 289.260990 2109.896958 1948.444480 211.627992
min 1011.744872 34276.923077 34644.808743 1005.840405
25% 1079.846433 36092.707614 35214.364685 1095.018929
50% 1188.626274 37843.333333 36758.578431 1184.811740
75% 1345.619573 38990.917237 38097.254224 1298.786919
max 1896.240721 41321.078431 40676.190476 1762.337635
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4713.498228 11609.760482 11532.833716 5092.767244
std 2520.613079 12702.836871 12710.166133 2140.670287
min 1205.057088 1625.168425 1628.628623 1652.896497
25% 3166.642298 5129.902383 4914.682138 3807.028976
50% 4499.082385 5928.656651 6047.217080 4821.931614
75% 6149.762415 10009.505502 9774.169250 6537.933122
max 9430.932221 37096.491228 37113.095238 8705.251040
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2474.533341 28831.923030 28343.675920 2117.167602
std 2145.237827 16001.581188 15823.720437 1858.456813
min 1094.032969 1646.354745 1674.989150 1082.405625
25% 1241.815823 21485.204225 20820.028963 1238.984956
50% 1396.419777 37894.531250 35699.561404 1400.253215
75% 2477.143952 38769.324853 38862.620773 1781.429268
max 7097.842925 40150.966184 40978.535354 7406.477461
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2176.364934 2254.592630 2252.266532 2244.611546
std 392.310423 424.240056 420.529588 394.917828
min 1769.433207 1803.405428 1787.102958 1793.883709
25% 1903.719645 1872.632344 1870.796009 1899.083404
50% 2004.568147 2093.351945 2118.422713 2099.917871
75% 2411.317496 2580.241041 2575.647193 2551.164018
max 2884.237992 2944.413138 2937.839538 2846.182834
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1471.337449 36644.838223 36120.614937 1334.171183
std 790.025361 4153.464969 4891.608715 682.443367
min 938.315926 25491.514691 21878.472222 944.329141
25% 1034.370927 36224.153298 36087.068818 1034.335939
50% 1155.125051 37025.757576 37035.388128 1142.917137
75% 1353.025305 38453.477254 38737.922705 1253.075039
max 3400.015092 41338.028169 39109.589041 3346.599616
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 5873.281767 21182.803354 21831.171944 6315.794558
std 2341.078273 10026.658898 11069.299258 2063.039013
min 1121.360196 7111.652237 6426.323268 3082.894000
25% 4618.718841 12942.259337 12738.163321 4631.624621
50% 6175.972992 20891.414141 20962.363591 6340.030204
75% 7454.786839 29675.567242 31289.508531 7646.697801
max 9214.775557 32699.561404 35097.402597 9873.190943
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1750.068454 35813.090162 34707.893079 1466.899656
std 1430.751803 9973.073649 9413.358193 1207.026766
min 870.913925 6629.248747 6871.878802 875.477975
25% 1039.170313 36528.373016 35621.469684 1034.673149
50% 1167.220896 38411.616162 37351.973684 1121.668377
75% 1335.095652 39926.483653 38365.998134 1244.323966
max 5188.130725 43213.383838 40592.039801 5075.312611
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2793.053839 23055.245291 23611.403680 2911.451842
std 1137.350368 15774.365012 16465.086505 927.861721
min 889.647835 2242.936583 2211.581665 1481.283127
25% 2063.610442 4080.476427 4023.823125 2383.255918
50% 2670.005488 32253.378378 34012.820513 2672.300669
75% 3575.817247 34218.878161 37723.852357 3558.787428
max 4531.511546 39203.980100 38884.976526 4371.565762
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1287.140375 37289.378534 37650.410352 1173.008009
std 427.467441 3094.566282 1961.784417 106.629843
min 988.404143 30628.415301 34475.352113 995.373274
25% 1131.015928 35633.852459 35872.936424 1137.881389
50% 1153.930929 37779.947917 38001.302083 1175.091085
75% 1272.696245 38818.808685 39068.836439 1223.190659
max 2534.497315 42604.166667 40072.751323 1339.249555
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3078.523858 7304.749018 7262.740787 3163.066611
std 3439.457991 11086.072154 10731.882728 3417.729882
min 1081.002459 1806.351150 1764.079597 1107.417172
25% 1839.866093 2136.759055 2111.570235 2014.535280
50% 2259.296934 2292.535650 2315.680484 2217.512900
75% 2396.404429 7675.546791 8000.901264 2384.790389
max 13305.438842 39465.277778 38109.452736 13366.577186
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1285.840257 37233.845807 38009.724928 1184.171891
std 338.107389 1678.152600 2507.524297 199.554419
min 944.794143 35390.931373 34252.450980 962.809137
25% 1045.465067 36331.989247 36316.671703 1023.410943
50% 1250.787442 36590.909091 38412.760417 1127.102453
75% 1355.785527 37598.076923 39426.972187 1331.767612
max 2127.509917 41560.386473 42592.592593 1568.628686
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3030.567291 9952.775619 8923.626338 3281.476811
std 1705.766795 14423.113709 12241.597493 1606.582579
min 983.738405 1390.182367 1414.467345 1373.037796
25% 1731.408513 2308.648420 2296.075854 2029.700806
50% 2488.008865 3630.751717 3533.391929 3082.361963
75% 4228.649081 5991.774186 5909.400036 4350.348160
max 5714.594229 39652.777778 33722.587719 5726.738471
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1467.275283 36827.928956 37848.448685 1233.658641
std 744.412842 1583.791598 1482.761363 354.427975
min 860.527084 34464.285714 36200.000000 851.555086
25% 976.010362 35611.223397 36745.964715 965.431169
50% 1124.561500 36943.037975 37786.458333 1042.349402
75% 1712.001789 38050.607639 38433.963260 1557.010665
max 3437.774682 39027.777778 41329.656863 1780.647431
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3328.980512 11954.337343 10974.219009 3653.782850
std 2105.663622 14605.869841 12945.817763 2168.054529
min 1006.387911 1272.295023 1299.838933 1300.077996
25% 2026.622836 2296.018331 2292.551049 2285.640267
50% 2596.321420 3867.811176 3805.507490 3659.647234
75% 3937.542923 17397.278094 16060.698854 4042.421377
max 8399.575778 41080.357143 35101.351351 9275.297173
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1474.701389 37464.624133 38452.177487 1255.608388
std 811.424594 2004.110995 1373.576981 373.191326
min 878.428967 33285.879630 35939.285714 864.944227
25% 956.324397 36546.186322 37669.368132 968.559046
50% 1214.412447 37905.405405 38788.888889 1193.254391
75% 1641.416601 38623.490338 39293.211120 1424.700412
max 3670.048957 40276.995305 40522.486772 2027.430473
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3867.592459 3505.032933 3579.592899 4049.579656
std 4307.225570 3234.342672 3466.476138 4562.258453
min 1193.761217 1244.047827 1226.171899 1246.086593
25% 1543.816087 1708.944213 1713.296806 1732.763298
50% 1953.393254 2189.064034 2151.606735 2213.693372
75% 3375.115720 3354.638962 3279.241028 3281.935943
max 14517.155684 11718.390134 12564.659197 16084.908964
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1865.041778 31700.739397 31341.591300 1729.430789
std 1744.270213 13868.450699 13669.666644 1736.968628
min 837.343165 1632.256866 1625.131654 861.051102
25% 1036.617392 35545.051167 34709.650856 1029.854314
50% 1138.937196 36529.166667 36843.434343 1075.636005
75% 1896.985095 39923.829752 37883.814103 1466.861658
max 6906.946539 40160.052910 40994.131455 6859.585676
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 5567.691416 15119.905626 14340.666063 5650.239349
std 5895.980326 15083.435220 14246.298069 5372.220644
min 959.289594 1224.815875 1239.087416 1231.263701
25% 2564.092405 3395.861071 3416.465294 2746.221632
50% 3468.190755 9318.985889 8618.082081 3531.411403
75% 5654.984020 28534.064327 25041.249856 5702.462567
max 20543.313070 37670.187793 37280.701754 19174.937343
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1344.162063 32731.679446 33892.370273 1093.613509
std 794.122262 10588.533224 11057.051569 217.637629
min 848.596298 1240.902885 1218.004490 821.985281
25% 969.297100 34120.520271 35046.187683 965.288027
50% 1124.472268 35615.023474 36902.777778 1081.930236
75% 1258.410394 36939.338235 38155.598958 1172.222030
max 3651.668979 38449.074074 40914.285714 1574.569010
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3390.131679 15918.782039 15887.670300 3595.485089
std 1424.851651 14001.081439 14196.091770 1201.213675
min 993.601500 1707.113937 1696.911138 1695.138645
25% 2692.760882 3836.938262 3726.304743 3035.332196
50% 3329.419500 5683.401022 5326.378755 3301.554619
75% 4074.807090 30170.314704 31238.325372 4013.406821
max 5963.430497 33978.174603 33341.176471 5998.750433
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1294.660298 33482.760941 34288.018245 1176.871923
std 804.202331 10266.524096 10634.436881 553.697572
min 813.594894 2582.270378 2608.219226 832.174697
25% 873.340944 35927.475717 35825.980392 875.592003
50% 938.367112 36544.520548 37506.849315 940.220959
75% 1122.700305 36931.525141 37937.316850 1110.392987
max 3195.629410 37496.969697 40223.958333 2575.505112
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2683.844939 9957.922594 10198.576315 3133.241959
std 775.211573 13920.475502 14474.539851 1405.135434
min 1845.587895 2118.012437 2199.325159 2157.614784
25% 2228.468242 2371.555473 2370.496015 2266.347992
50% 2456.120902 2923.876120 2991.020541 2605.582594
75% 2954.180834 8304.739818 8062.596803 3098.356449
max 4652.206618 39635.416667 39037.990196 6698.204029
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1662.788882 34592.403541 34931.070124 1173.040388
std 1643.028742 10777.295442 11032.697780 406.911165
min 829.812058 2237.381399 2226.193789 842.921260
25% 936.190277 36930.970149 36374.176548 925.464065
50% 1035.990887 37820.346320 37523.148148 1020.715332
75% 1415.354689 38486.129137 39111.111111 1221.056872
max 6458.259061 39156.716418 41753.246753 2218.860830
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3356.871058 13236.359587 13119.302662 3524.809828
std 1623.971842 15612.895818 15588.785470 1510.709638
min 1178.988904 2211.092007 2219.101351 1891.746945
25% 2262.720350 3135.787952 3159.445180 2447.578900
50% 2835.907220 4564.480222 4458.917082 2943.118128
75% 4395.888781 22273.652915 21339.853454 4374.075761
max 6785.004620 39004.504505 40279.680365 6968.605333
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1247.163624 37173.407588 38112.384108 1132.633871
std 585.046592 2224.038610 1527.032142 234.799017
min 816.859021 32622.474747 36057.971014 802.960149
25% 1065.626206 36001.738539 36995.722357 1070.108874
50% 1112.767241 37443.181818 38315.920398 1100.136492
75% 1169.208771 38172.959573 38567.858888 1152.759047
max 2969.674806 41575.520833 40881.944444 1733.279576
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 5591.764399 21833.396616 21874.978863 6549.776798
std 4069.341453 12379.956819 11802.222236 4355.822126
min 1541.507849 6427.561681 6606.375923 1526.616756
25% 1713.167126 12654.278570 12763.152208 3259.676298
50% 5483.745829 19006.592422 19629.824561 6253.170169
75% 7294.067520 30694.522181 30325.109649 8563.226806
max 14927.756892 40691.314554 40530.193237 15491.091270
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1730.076701 38227.338165 38388.435407 987.215711
std 2534.807314 1345.889373 2160.399891 118.468754
min 807.366218 36188.063063 35829.365079 805.294902
25% 900.768852 37141.203704 36312.695368 893.586657
50% 954.175036 38566.919192 38016.169154 963.010509
75% 1068.821909 39065.870098 39789.105191 1057.159975
max 9367.161716 40220.430108 41600.241546 1200.006077
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3036.811761 14198.761553 13940.336801 3273.065757
std 1177.350448 14425.065495 13811.165914 1035.677117
min 1201.697173 1780.640501 1778.822362 1759.449361
25% 2023.702996 3710.984385 3620.954615 2199.141208
50% 3555.740302 5494.832578 5170.373412 3611.647797
75% 3846.939519 25768.678040 25785.119048 4008.499288
max 4667.157233 36845.238095 36133.561644 4500.897607
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1318.225066 37670.907794 38179.592702 1031.331081
std 932.248036 2589.476650 2311.879754 151.051700
min 845.018724 31413.934426 34704.301075 866.379949
25% 922.506793 37310.284691 36548.803574 913.796727
50% 1026.256324 37700.000000 38773.809524 1020.145408
75% 1171.399754 39181.356367 39729.183927 1088.209798
max 4086.714221 41125.000000 41734.068627 1352.076512
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1206.807202 4349.300527 4583.093769 1437.400218
std 931.661504 7622.887311 8146.349868 1133.839243
min 882.804071 884.697082 891.036790 892.845902
25% 901.921525 898.844646 906.005151 909.679900
50% 923.395399 934.119782 918.882562 917.210034
75% 963.227649 975.387289 993.904161 993.851061
max 4013.988834 20038.938492 22152.355623 3916.570682
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1598.578956 39049.266951 38300.251879 1404.106019
std 1027.812937 2140.076695 1549.885381 773.069009
min 1045.010187 34775.956284 36159.624413 1055.828335
25% 1055.492766 37751.165501 37000.977307 1062.692798
50% 1114.161737 39709.558824 38091.807910 1113.949509
75% 1306.195228 40452.472527 39649.621212 1290.375141
max 3728.555028 41666.666667 40774.193548 3698.499949
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2524.110956 19171.537493 18562.012125 2553.510725
std 1005.630952 16207.546765 15526.529538 982.055333
min 1477.352840 1788.810268 1837.745845 1772.933573
25% 1836.105903 3791.944109 3677.598717 1838.387584
50% 2217.564907 14734.126984 14697.267223 2142.561016
75% 2855.955386 35958.645694 32505.246914 2851.476224
max 4642.841381 38476.027397 39458.333333 4636.860845
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1166.561638 38098.909945 37584.712207 1087.227500
std 263.251479 2164.326821 2624.802458 119.282409
min 898.219523 34179.398148 33045.343137 880.697419
25% 1034.004835 37140.667630 36100.154842 1025.866001
50% 1107.022249 38330.985915 38197.916667 1070.666019
75% 1168.407611 39456.530882 39668.820933 1111.270408
max 1858.725158 41377.049180 40721.311475 1363.170708
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1996.336783 13074.578775 13006.207010 2064.307176
std 1930.238342 13620.640658 13558.289799 1820.149153
min 900.743456 910.629544 921.714709 913.465167
25% 1084.410945 1144.785227 1158.213338 1169.443169
50% 1501.405852 9733.796296 8882.331721 1778.671974
75% 1907.241102 20033.466806 20002.602725 1932.890066
max 7685.135670 37136.752137 36550.675676 7400.513566
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1220.600893 36709.964909 37291.458580 1119.665699
std 311.427131 1354.617394 1658.463639 134.646512
min 924.409658 34488.461538 35539.743590 926.249813
25% 1059.134369 36063.793352 36275.486111 1041.695733
50% 1141.872321 36702.185792 36990.131579 1079.102468
75% 1241.337024 37399.819849 37547.536376 1187.357635
max 2057.965343 39480.593607 41338.383838 1396.338566
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2096.450114 8912.375812 8665.118247 2545.817012
std 1551.281929 13062.286842 12407.058941 1870.188601
min 991.894482 991.227113 996.343294 988.930980
25% 1012.337322 1015.999657 1013.528711 1025.886064
50% 1053.919049 1135.700378 1163.140732 1140.647397
75% 3348.077352 10173.731622 10585.742990 4335.196431
max 4609.963062 36482.394366 34316.176471 5706.888155
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1582.752826 33735.732903 34812.518881 1195.718647
std 1305.134607 11022.800121 11039.837259 271.872999
min 985.252188 1911.977852 1961.921107 989.094843
25% 1069.821872 33924.155146 36690.629713 1042.922408
50% 1166.950544 37317.351598 36907.051282 1136.441981
75% 1245.831427 39163.621463 39705.695010 1207.780905
max 5450.055391 40460.256410 40762.820513 1960.204727
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4159.744692 11816.033124 11354.736164 4221.913486
std 2031.757996 7734.711652 7786.280851 1862.984406
min 1017.144624 2381.512737 2530.497170 2100.465463
25% 2554.689080 4600.912283 4654.621249 2535.779271
50% 4047.046697 11965.346535 11013.535282 3958.132747
75% 5736.319197 16666.060662 15159.024531 5704.581162
max 7415.004386 23872.807018 25341.145833 7337.197253
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1301.974082 36933.629482 36939.523041 1338.421024
std 383.537766 2251.739749 2762.482325 471.706526
min 870.215866 33683.789954 30109.307359 877.220419
25% 1059.919225 35333.949409 36077.139640 1050.959088
50% 1119.795773 36788.557214 37441.314554 1129.100167
75% 1522.064799 38657.781863 38000.816993 1520.136077
max 2086.567540 40472.972973 41000.000000 2471.289948
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3209.781362 22243.728944 20991.883749 3261.780175
std 664.381202 16890.717581 15628.722040 637.599406
min 2452.213415 3201.925222 3130.379017 2527.188560
25% 2637.014222 4336.046185 4406.032554 2824.244400
50% 3112.146574 25960.272873 25545.212766 3119.064964
75% 3611.239086 36986.354975 35619.343434 3600.189869
max 4471.077689 42595.959596 38478.571429 4550.890393
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1360.397355 38494.425225 37202.245727 1175.118482
std 642.008941 1473.980377 1481.856860 379.254817
min 984.458732 36055.107527 34798.245614 885.121893
25% 1033.150915 37266.809089 36330.615942 1009.804382
50% 1099.407373 38718.137255 37456.467662 1099.490919
75% 1186.423311 39591.054175 38116.275507 1138.383457
max 2942.219279 40798.245614 39046.717172 2287.719057
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 5389.342927 6058.380916 5927.081713 5982.997696
std 2915.622760 2688.110884 2591.300375 2593.838573
min 877.689657 921.782472 937.164265 929.527062
25% 3590.096489 5816.987343 5748.670719 6193.043820
50% 6650.276739 6884.636469 6790.906806 7023.896719
75% 7392.817966 7856.360619 7820.877720 7337.225547
max 7976.091447 8564.300215 8175.041734 8839.227358
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1667.248901 36013.975250 37798.535290 1065.161803
std 1942.850465 2114.779126 1846.708555 105.889630
min 902.301331 30896.505376 34861.111111 893.475084
25% 1049.946137 35198.134328 36542.403199 1008.071139
50% 1070.388003 36475.260417 37762.077295 1068.947767
75% 1161.968986 37380.681818 39114.979939 1140.386229
max 7518.696581 38157.534247 41071.428571 1234.194842
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 7771.878183 9033.507376 8827.082612 8490.367097
std 3617.005140 3122.221643 2972.996526 2737.097584
min 873.325474 923.478567 915.304141 939.176256
25% 7667.045645 8439.507116 7977.233483 8193.602694
50% 8924.762329 9923.825086 9785.483906 8919.211371
75% 9784.556878 10316.558442 10841.829535 9924.689895
max 11626.041176 13492.692126 11382.347163 11400.641570
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1841.630801 38191.354765 37444.283688 1084.796190
std 2476.302301 1798.046463 2249.679584 151.761679
min 892.872579 35484.523810 34033.816425 909.446421
25% 979.750206 36696.450504 35881.510417 952.982848
50% 1097.187451 38784.722222 37244.791667 1058.382383
75% 1271.638056 39025.019135 38708.904521 1243.941284
max 9295.129513 41178.571429 41492.537313 1277.142943
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4183.465441 22860.812544 22989.753035 5067.228159
std 2690.353342 13731.250845 13608.874604 3113.485899
min 930.965431 920.267035 931.930917 915.602836
25% 2435.363021 11258.914678 10808.343431 2873.390857
50% 3282.604927 30028.138528 31599.156118 3961.736070
75% 6226.735445 35144.633625 34897.186147 7257.232147
max 9313.557494 38121.890547 35833.333333 10345.374261
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2938.587915 34990.203909 35770.475262 2063.471264
std 3797.052999 9067.947897 9249.956821 2838.618899
min 863.182739 8224.308915 8215.634991 874.606300
25% 970.143124 36785.170251 37274.696892 977.075803
50% 1099.751473 38084.677419 37939.516129 1090.125019
75% 2152.600241 38801.747312 39850.585435 1368.092466
max 10673.650016 39180.327869 40459.635417 10493.055556
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 5610.445447 9754.677698 9767.053400 6037.566778
std 1999.630571 5120.683387 5149.325765 1392.616267
min 1104.178914 3671.652842 3564.104186 4010.058289
25% 4968.883183 5146.864363 5273.838758 5485.247153
50% 5859.318718 11005.524432 10087.065849 5903.024263
75% 6376.967395 14380.180534 13984.212304 6444.107839
max 8571.844684 17351.083803 17907.166907 8368.960968
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1653.547520 34354.467315 34017.060012 1174.812608
std 1604.672288 10745.712864 10688.673969 383.886703
min 918.742263 2278.899789 2269.269978 904.709855
25% 1004.874852 36158.955224 35751.866523 1001.761856
50% 1067.762945 37228.260870 36375.570776 1065.891694
75% 1205.674025 38112.045940 38716.238472 1143.061840
max 6360.888295 40322.751323 39408.783784 2295.419479
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 30402.988244 33945.496500 33497.871349 34270.490845
std 14660.386811 11006.015502 10905.138125 11143.149033
min 1025.897799 1045.411062 1059.946330 1044.810836
25% 33795.823317 35732.409382 34316.332088 36080.202458
50% 35359.523810 37610.294118 37025.252525 36835.714286
75% 38668.561952 38166.984020 38218.336640 38818.061568
max 40022.727273 39246.794872 38884.615385 39986.559140
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4964.044719 36956.400264 37262.290598 1376.742715
std 11872.641285 1770.226155 2557.978126 851.744314
min 1022.609094 34650.900901 32653.645833 1035.581037
25% 1063.910631 36298.177083 35832.214408 1058.828811
50% 1106.379805 36957.671958 38113.333333 1090.525850
75% 1296.461951 37149.621212 39191.571440 1202.411915
max 40677.927928 41309.523810 40398.148148 3930.944653
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 3825.637091 4239.662096 4302.656882 4110.047860
std 1163.537864 945.229628 973.862785 648.112423
min 1049.329320 2469.720708 2498.559816 2573.268750
25% 3692.326116 3824.703496 3893.254607 3979.789423
50% 4089.304623 4124.919502 4101.726756 4175.710353
75% 4377.882932 4535.600263 4616.912704 4343.875020
max 5529.337289 6040.834982 6043.936048 5311.670220
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1933.048406 34582.979528 34508.692225 1659.497204
std 1686.269906 9585.247450 9419.247941 1488.739568
min 928.144856 6202.477261 6488.405794 936.048421
25% 1075.025127 35519.512911 36241.319444 1074.554195
50% 1150.026302 37023.809524 37318.306011 1144.402503
75% 1541.461470 38487.896825 37958.513709 1492.558138
max 6189.675657 40924.657534 39717.741935 6100.358169
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 7257.551507 8106.000594 8196.301962 8229.315028
std 4457.591959 5348.509228 5635.291274 4181.165062
min 1086.724335 1082.619900 1102.375580 1102.281706
25% 3994.967238 5858.011202 5897.876599 6973.821114
50% 7927.420211 6944.188573 6972.627182 8518.309849
75% 9593.732316 10721.093109 10414.805442 10404.417070
max 13285.266885 18763.214286 20662.217412 14633.986928
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2017.779825 38805.028512 37012.724006 1094.388873
std 3038.238333 2112.081848 1729.767098 90.034937
min 1000.975725 34179.487179 33457.692308 1009.470765
25% 1034.742975 37772.718254 36315.734399 1035.275685
50% 1074.517387 39205.128205 36898.148148 1075.094211
75% 1202.694458 40049.293463 38041.666667 1114.184101
max 11173.624505 41568.965517 39619.718310 1263.590621
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 2990.190022 3819.483180 3782.673855 3238.540250
std 1197.968302 1959.062209 1893.100013 1036.569781
min 1048.764661 1966.148744 1929.302085 1961.929058
25% 2172.972194 2423.438481 2421.926853 2511.111553
50% 3009.457150 3765.061642 3663.761028 3067.167330
75% 3752.257162 3904.790910 3889.525893 3729.290790
max 5477.412974 8116.419800 7429.940702 5515.976262
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1349.374699 36823.316909 37252.819144 1097.778849
std 817.273454 1391.908507 2533.716540 101.022445
min 952.721081 34354.497354 32083.333333 960.012063
25% 1016.060442 36090.011367 36543.229611 1016.724497
50% 1111.049064 36765.931373 37284.825871 1080.371674
75% 1217.109997 37671.627840 38934.595353 1165.806468
max 3792.607813 39269.230769 40285.714286 1269.808527
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 987.332298 979.214655 977.467510 983.551160
std 28.905206 12.127531 15.270329 12.819487
min 963.227695 957.899002 961.130496 963.751962
25% 969.106344 971.493309 963.806805 975.240739
50% 982.916013 976.603056 978.173526 984.945202
75% 993.880451 989.273687 987.868322 991.270930
max 1064.724036 995.801931 1003.181202 1006.124507
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1235.163186 34500.773644 34915.651295 1231.311925
std 438.727965 10855.491204 11068.675479 452.286198
min 848.371890 2049.355084 2068.966909 862.450691
25% 983.250208 36456.970661 36139.235270 942.102925
50% 1013.128392 38038.461538 37916.666667 1017.658313
75% 1362.976095 38701.173223 39612.514351 1378.333896
max 2085.724571 39173.245614 40982.587065 2097.211765
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 844.417842 847.692103 843.363430 842.812761
std 11.202390 8.520868 8.677849 7.670721
min 825.168663 835.397601 829.122885 829.218407
25% 837.601231 841.565497 838.560369 838.454299
50% 847.764759 847.150934 840.680121 843.544039
75% 852.179036 852.116458 849.711282 847.539923
max 857.342009 863.660462 859.170540 854.509110
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1203.723352 38161.118169 37550.884259 1356.370746
std 382.223978 1537.158561 2014.606074 525.453040
min 839.332111 35423.076923 34827.625571 930.749335
25% 1049.669858 37310.742349 36339.480550 1106.321334
50% 1149.505921 37762.820513 37139.917695 1161.282567
75% 1195.194163 39017.478814 38973.937665 1254.459969
max 2284.364717 40961.538462 40535.714286 2537.095830
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 4843.813315 8204.946740 8465.761946 5097.594900
std 873.397695 9107.443337 9987.368719 528.519622
min 2640.266277 4539.878113 4474.488947 4404.960238
25% 4588.229679 4761.363656 4911.647484 4724.439639
50% 4915.235772 5112.367404 5479.375268 5024.689979
75% 5266.322664 6413.149079 6185.432487 5524.047367
max 5929.857044 35542.824074 38497.512438 5883.587953
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1540.735421 36587.611152 36737.054225 1114.052878
std 1411.685122 3044.578079 2745.134792 141.265686
min 960.456201 32434.895833 33334.577114 953.691453
25% 1008.406799 33791.949728 34542.349727 994.852821
50% 1135.819635 37819.010417 37452.956989 1116.734358
75% 1176.131198 38721.662597 38192.095588 1180.682537
max 5775.428197 41016.949153 41871.584699 1434.284405
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 5691.784164 13212.170264 12826.290132 6382.564933
std 2284.959023 8592.966337 8107.305600 1794.430456
min 1101.805046 3059.149256 3075.013710 3017.770665
25% 5112.430864 8342.130160 7761.044900 5585.719184
50% 5971.264302 10303.571429 11639.203206 6061.255194
75% 6814.665114 15561.573516 15196.661998 7147.714894
max 9953.618326 31980.691057 30242.798354 10115.107659
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1719.749697 37185.933836 37448.221422 1049.593333
std 2185.495883 2210.595736 2044.354845 136.305338
min 868.814093 33334.656085 34143.589744 857.063319
25% 998.885668 35788.401741 35984.165283 992.949546
50% 1040.861782 36875.000000 36906.944444 1014.249204
75% 1212.089031 39122.561023 38831.985294 1131.827690
max 8297.325496 40364.583333 40619.047619 1273.409738
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 935.942106 937.648902 937.590237 939.116306
std 14.501220 12.535937 19.482026 13.113654
min 919.066419 919.410034 912.256715 915.559160
25% 925.592514 933.179532 923.224385 930.355587
50% 931.953626 935.824707 933.977247 941.197163
75% 943.207438 942.724428 947.928380 947.984131
max 965.126359 961.699929 974.974288 960.191203
Iteration 0
preReset postReset preSet postSet
count 11.000000 11.000000 11.000000 11.000000
mean 1180.749811 34482.502887 34864.645703 1182.783507
std 272.834036 11030.677316 11161.112458 268.086457
min 883.782012 1591.942811 1608.801738 891.946009
25% 1034.355668 36166.063067 37021.366761 1030.166433
50% 1118.565308 37328.703704 38680.555556 1106.912882
75% 1194.952071 39224.670770 39307.272999 1194.530113
max 1791.771056 39937.214612 39594.748858 1794.537187
Iteration 0'''
In [4]:
len([x for x in l.split('\n') if 'Iterat' in x])
Out[4]:
In [6]:
import itertools
r=1
s=1
percentages=list(reversed(range(40,101,5)))
rL=[r*i/100 for i in percentages]
sL=[s*i/100 for i in percentages]
pyr=list(itertools.product(rL,sL))
In [8]:
len(pyr)
Out[8]:
In [ ]: