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"plugins/amoeba/platforms/cuda/src/kernels/hippoNonbonded.cu" did not exist on "f4591cadf588628fc095bcafbe1a9449b7661913"
Commit d89cd171 authored by kyleabeauchamp's avatar kyleabeauchamp
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Merge remote-tracking branch 'upstream/master' into vagrant

parents 6b99ed69 a7466174
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plugins/cpupme/CMakeLists.txt
View file @ d89cd171
......@@ -57,7 +57,11 @@ ENDFOREACH(subdir)
INCLUDE_DIRECTORIES(BEFORE ${CMAKE_CURRENT_SOURCE_DIR}/src)
IF (NOT MSVC)
SET_SOURCE_FILES_PROPERTIES(${SOURCE_FILES} PROPERTIES COMPILE_FLAGS "-msse4.1")
IF (ANDROID)
SET_SOURCE_FILES_PROPERTIES(${SOURCE_FILES} PROPERTIES COMPILE_FLAGS "")
ELSE (ANDROID)
SET_SOURCE_FILES_PROPERTIES(${SOURCE_FILES} PROPERTIES COMPILE_FLAGS "-msse4.1")
ENDIF (ANDROID)
ENDIF (NOT MSVC)
# Include FFTW related files.
......
plugins/cpupme/src/CpuPmeKernels.cpp
View file @ d89cd171
......@@ -569,13 +569,20 @@ double CpuCalcPmeReciprocalForceKernel::finishComputation(IO& io) {
}
bool CpuCalcPmeReciprocalForceKernel::isProcessorSupported() {
int cpuInfo[4];
cpuid(cpuInfo, 0);
if (cpuInfo[0] >= 1) {
cpuid(cpuInfo, 1);
return ((cpuInfo[2] & ((int) 1 << 19)) != 0); // Require SSE 4.1
}
return false;
// Make sure the CPU supports SSE 4.1 or NEON.
#ifdef __ANDROID__
uint64_t features = android_getCpuFeatures();
return (features & ANDROID_CPU_ARM_FEATURE_NEON) != 0;
#else
int cpuInfo[4];
cpuid(cpuInfo, 0);
if (cpuInfo[0] >= 1) {
cpuid(cpuInfo, 1);
return ((cpuInfo[2] & ((int) 1 << 19)) != 0);
}
return false;
#endif
}
int CpuCalcPmeReciprocalForceKernel::findFFTDimension(int minimum) {
......
wrappers/python/simtk/openmm/app/forcefield.py
View file @ d89cd171
......@@ -100,8 +100,11 @@ class ForceField(object):
"""Load one or more XML files and create a ForceField object based on them.
Parameters:
- files A list of XML files defining the force field. Each entry may be an absolute file path, a path relative to the
current working directory, or a path relative to this module's data subdirectory (for built in force fields).
- files A list of XML files defining the force field. Each entry may
be an absolute file path, a path relative to the current working
directory, a path relative to this module's data subdirectory
(for built in force fields), or an open file-like object with a
read() method from which the forcefield XML data can be loaded.
"""
self._atomTypes = {}
self._templates = {}
......@@ -111,6 +114,7 @@ class ForceField(object):
self._scripts = []
for file in files:
try:
# this handles either filenames or open file-like objects
tree = etree.parse(file)
except IOError:
tree = etree.parse(os.path.join(os.path.dirname(__file__), 'data', file))
......@@ -2401,10 +2405,10 @@ class AmoebaTorsionGenerator:
else:
outputString = "AmoebaTorsionGenerator: error getting types: %s %s %s %s" % (
stretchBend.attrib['class1'],
stretchBend.attrib['class2'],
stretchBend.attrib['class3'],
stretchBend.attrib['class4'])
torsion.attrib['class1'],
torsion.attrib['class2'],
torsion.attrib['class3'],
torsion.attrib['class4'])
raise ValueError(outputString)
#=============================================================================================
......
wrappers/python/simtk/openmm/app/internal/amber_file_parser.py
View file @ d89cd171
......@@ -12,9 +12,9 @@ Simbios, the NIH National Center for Physics-Based Simulation of
Biological Structures at Stanford, funded under the NIH Roadmap for
Medical Research, grant U54 GM072970. See https://simtk.org.
Portions copyright (c) 2012-2013 Stanford University and the Authors.
Portions copyright (c) 2012-2014 Stanford University and the Authors.
Authors: Randall J. Radmer, John D. Chodera, Peter Eastman
Contributors: Christoph Klein, Michael R. Shirts
Contributors: Christoph Klein, Michael R. Shirts, Jason Swails
Permission is hereby granted, free of charge, to any person obtaining a
copy of this software and associated documentation files (the "Software"),
......@@ -76,6 +76,10 @@ POINTER_LABEL_LIST = POINTER_LABELS.replace(',', '').split()
VELSCALE = 20.455 # velocity conversion factor to angstroms/picosecond
TINY = 1.0e-8
class NbfixPresent(Exception):
""" Exception raised when NBFIX is used for the Lennard-Jones terms """
pass
class PrmtopLoader(object):
"""Parsed AMBER prmtop file.
......@@ -297,7 +301,11 @@ class PrmtopLoader(object):
return self.residuePointerDict[iAtom]
def getNonbondTerms(self):
"""Return list of all rVdw, epsilon pairs for each atom"""
"""
Return list of all rVdw, epsilon pairs for each atom. If off-diagonal
elements of the Lennard-Jones A and B coefficient matrices are found,
NbfixPresent exception is raised
"""
try:
return self._nonbondTerms
except AttributeError:
......@@ -305,9 +313,10 @@ class PrmtopLoader(object):
self._nonbondTerms=[]
lengthConversionFactor = units.angstrom.conversion_factor_to(units.nanometer)
energyConversionFactor = units.kilocalorie_per_mole.conversion_factor_to(units.kilojoule_per_mole)
numTypes = self.getNumTypes()
atomTypeIndexes=self._getAtomTypeIndexes()
type_parameters = [(0, 0) for i in range(numTypes)]
for iAtom in range(self.getNumAtoms()):
numTypes=self.getNumTypes()
atomTypeIndexes=self._getAtomTypeIndexes()
index=(numTypes+1)*(atomTypeIndexes[iAtom]-1)
nbIndex=int(self._raw_data['NONBONDED_PARM_INDEX'][index])-1
if nbIndex<0:
......@@ -320,9 +329,31 @@ class PrmtopLoader(object):
except ZeroDivisionError:
rMin = 1.0
epsilon = 0.0
type_parameters[atomTypeIndexes[iAtom]-1] = (rMin/2.0, epsilon)
rVdw = rMin/2.0*lengthConversionFactor
epsilon = epsilon*energyConversionFactor
self._nonbondTerms.append( (rVdw, epsilon) )
# Check if we have any off-diagonal modified LJ terms that would require
# an NBFIX-like solution
for i in range(numTypes):
for j in range(numTypes):
index = int(self._raw_data['NONBONDED_PARM_INDEX'][numTypes*i+j]) - 1
rij = type_parameters[i][0] + type_parameters[j][0]
wdij = sqrt(type_parameters[i][1] * type_parameters[j][1])
a = float(self._raw_data['LENNARD_JONES_ACOEF'][index])
b = float(self._raw_data['LENNARD_JONES_BCOEF'][index])
if a == 0 or b == 0:
if a != 0 or b != 0 or (wdij != 0 and rij != 0):
del self._nonbondTerms
raise NbfixPresent('Off-diagonal Lennard-Jones elements'
' found. Cannot determine LJ '
'parameters for individual atoms.')
elif (abs((a - (wdij * rij ** 12)) / a) > 1e-6 or
abs((b - (2 * wdij * rij**6)) / b) > 1e-6):
del self._nonbondTerms
raise NbfixPresent('Off-diagonal Lennard-Jones elements '
'found. Cannot determine LJ parameters '
'for individual atoms.')
return self._nonbondTerms
def _getBonds(self, bondPointers):
......@@ -429,27 +460,67 @@ class PrmtopLoader(object):
+self._raw_data["DIHEDRALS_WITHOUT_HYDROGEN"]
returnList=[]
charges=self.getCharges()
nonbondTerms = self.getNonbondTerms()
for ii in range(0,len(dihedralPointers),5):
if int(dihedralPointers[ii+2])>0 and int(dihedralPointers[ii+3])>0:
iAtom = int(dihedralPointers[ii])//3
lAtom = int(dihedralPointers[ii+3])//3
iidx = int(dihedralPointers[ii+4]) - 1
chargeProd = charges[iAtom]*charges[lAtom]
(rVdwI, epsilonI) = nonbondTerms[iAtom]
(rVdwL, epsilonL) = nonbondTerms[lAtom]
rMin = (rVdwI+rVdwL)
epsilon = sqrt(epsilonI*epsilonL)
try:
iScee = float(self._raw_data["SCEE_SCALE_FACTOR"][iidx])
except KeyError:
iScee = 1.2
try:
iScnb = float(self._raw_data["SCNB_SCALE_FACTOR"][iidx])
except KeyError:
iScnb = 2.0
returnList.append((iAtom, lAtom, chargeProd, rMin, epsilon, iScee, iScnb))
try:
nonbondTerms = self.getNonbondTerms()
except NbfixPresent:
# We need to do the unit conversions here, since getNonbondTerms
# never finished and it has unit conversions in there
length_conv = units.angstrom.conversion_factor_to(units.nanometers)
ene_conv = units.kilocalories_per_mole.conversion_factor_to(
units.kilojoules_per_mole)
parm_acoef = [float(x) for x in self._raw_data['LENNARD_JONES_ACOEF']]
parm_bcoef = [float(x) for x in self._raw_data['LENNARD_JONES_BCOEF']]
nbidx = [int(x) for x in self._raw_data['NONBONDED_PARM_INDEX']]
numTypes = self.getNumTypes()
atomTypeIndexes=self._getAtomTypeIndexes()
for ii in range(0, len(dihedralPointers), 5):
if int(dihedralPointers[ii+2])>0 and int(dihedralPointers[ii+3])>0:
iAtom = int(dihedralPointers[ii])//3
lAtom = int(dihedralPointers[ii+3])//3
iidx = int(dihedralPointers[ii+4]) - 1
chargeProd = charges[iAtom]*charges[lAtom]
typ1 = atomTypeIndexes[iAtom] - 1
typ2 = atomTypeIndexes[lAtom] - 1
idx = nbidx[numTypes*typ1+typ2] - 1
a = parm_acoef[idx]
b = parm_bcoef[idx]
try:
epsilon = b * b / (4 * a) * ene_conv
rMin = (2 * a / b) ** (1/6.0) * length_conv
except ZeroDivisionError:
rMin = 1
epsilon = 0
try:
iScee = float(self._raw_data['SCEE_SCALE_FACTOR'][iidx])
except KeyError:
iScee = 1.2
try:
iScnb = float(self._raw_data['SCNB_SCALE_FACTOR'][iidx])
except KeyError:
iScnb = 2.0
returnList.append((iAtom, lAtom, chargeProd, rMin, epsilon, iScee, iScnb))
else:
# This block gets hit if NbfixPresent is _not_ caught
for ii in range(0,len(dihedralPointers),5):
if int(dihedralPointers[ii+2])>0 and int(dihedralPointers[ii+3])>0:
iAtom = int(dihedralPointers[ii])//3
lAtom = int(dihedralPointers[ii+3])//3
iidx = int(dihedralPointers[ii+4]) - 1
chargeProd = charges[iAtom]*charges[lAtom]
(rVdwI, epsilonI) = nonbondTerms[iAtom]
(rVdwL, epsilonL) = nonbondTerms[lAtom]
rMin = (rVdwI+rVdwL)
epsilon = sqrt(epsilonI*epsilonL)
try:
iScee = float(self._raw_data["SCEE_SCALE_FACTOR"][iidx])
except KeyError:
iScee = 1.2
try:
iScnb = float(self._raw_data["SCNB_SCALE_FACTOR"][iidx])
except KeyError:
iScnb = 2.0
returnList.append((iAtom, lAtom, chargeProd, rMin, epsilon, iScee, iScnb))
return returnList
def getExcludedAtoms(self):
......@@ -782,9 +853,54 @@ def readAmberSystem(prmtop_filename=None, prmtop_loader=None, shake=None, gbmode
# Add per-particle nonbonded parameters.
sigmaScale = 2**(-1./6.) * 2.0
for (charge, (rVdw, epsilon)) in zip(prmtop.getCharges(), prmtop.getNonbondTerms()):
sigma = rVdw * sigmaScale
force.addParticle(charge, sigma, epsilon)
nbfix = False
try:
nonbondTerms = prmtop.getNonbondTerms()
except NbfixPresent:
nbfix = True
for charge in prmtop.getCharges():
force.addParticle(charge, 1.0, 0.0)
numTypes = prmtop.getNumTypes()
parm_acoef = [float(x) for x in prmtop._raw_data['LENNARD_JONES_ACOEF']]
parm_bcoef = [float(x) for x in prmtop._raw_data['LENNARD_JONES_BCOEF']]
nbidx = [int(x) for x in prmtop._raw_data['NONBONDED_PARM_INDEX']]
acoef = [0 for i in range(numTypes*numTypes)]
bcoef = acoef[:] # copy
ene_conv = units.kilocalories_per_mole.conversion_factor_to(units.kilojoules_per_mole)
length_conv = units.angstroms.conversion_factor_to(units.nanometers)
afac = sqrt(ene_conv) * length_conv**6
bfac = ene_conv * length_conv**6
for i in range(numTypes):
for j in range(numTypes):
idx = nbidx[numTypes*i+j] - 1
acoef[i+numTypes*j] = sqrt(parm_acoef[idx]) * afac
bcoef[i+numTypes*j] = parm_bcoef[idx] * bfac
cforce = mm.CustomNonbondedForce('(a/r6)^2-b/r6; r6=r^6;'
'a=acoef(type1, type2);'
'b=bcoef(type1, type2);')
cforce.addTabulatedFunction('acoef',
mm.Discrete2DFunction(numTypes, numTypes, acoef))
cforce.addTabulatedFunction('bcoef',
mm.Discrete2DFunction(numTypes, numTypes, bcoef))
cforce.addPerParticleParameter('type')
for atom in prmtop._getAtomTypeIndexes():
cforce.addParticle((atom-1,))
# Now set the various properties based on the NonbondedForce object
if nonbondedMethod in ('PME', 'Ewald', 'CutoffPeriodic'):
cforce.setNonbondedMethod(cforce.CutoffPeriodic)
cforce.setCutoffDistance(nonbondedCutoff)
elif nonbondedMethod == 'CutoffNonPeriodic':
cforce.setNonbondedMethod(cforce.CutoffNonPeriodic)
cforce.setCutoffDistance(nonbondedCutoff)
elif nonbondedMethod == 'NoCutoff':
cforce.setNonbondedMethod(cforce.NoCutoff)
else:
raise ValueError('Unrecognized cutoff option %s' % nonbondedMethod)
else:
for (charge, (rVdw, epsilon)) in zip(prmtop.getCharges(), nonbondTerms):
sigma = rVdw * sigmaScale
force.addParticle(charge, sigma, epsilon)
# Add 1-4 Interactions
excludedAtomPairs = set()
......@@ -807,6 +923,13 @@ def readAmberSystem(prmtop_filename=None, prmtop_loader=None, shake=None, gbmode
if min((iAtom, jAtom), (jAtom, iAtom)) in excludedAtomPairs: continue
force.addException(iAtom, jAtom, excludeParams[0], excludeParams[1], excludeParams[2])
# Copy the exceptions as exclusions to the CustomNonbondedForce if we have
# NBFIX terms
if nbfix:
for i in range(force.getNumExceptions()):
ii, jj, chg, sig, eps = force.getExceptionParameters(i)
cforce.addExclusion(ii, jj)
system.addForce(cforce)
system.addForce(force)
# Add virtual sites for water.
......
wrappers/python/tests/TestAmberPrmtopFile.py
View file @ d89cd171
......@@ -5,17 +5,14 @@ from simtk.openmm import *
from simtk.unit import *
import simtk.openmm.app.element as elem
prmtop1 = AmberPrmtopFile('systems/alanine-dipeptide-explicit.prmtop')
prmtop2 = AmberPrmtopFile('systems/alanine-dipeptide-implicit.prmtop')
prmtop3 = AmberPrmtopFile('systems/ff14ipq.parm7')
inpcrd3 = AmberInpcrdFile('systems/ff14ipq.rst7')
class TestAmberPrmtopFile(unittest.TestCase):
"""Test the AmberPrmtopFile.createSystem() method."""
def setUp(self):
"""Set up the tests by loading the input files."""
# alanine dipeptide with explicit water
self.prmtop1 = AmberPrmtopFile('systems/alanine-dipeptide-explicit.prmtop')
# alanine dipeptide with implicit water
self.prmtop2 = AmberPrmtopFile('systems/alanine-dipeptide-implicit.prmtop')
def test_NonbondedMethod(self):
"""Test all five options for the nonbondedMethod parameter."""
......@@ -25,7 +22,7 @@ class TestAmberPrmtopFile(unittest.TestCase):
CutoffPeriodic:NonbondedForce.CutoffPeriodic,
Ewald:NonbondedForce.Ewald, PME: NonbondedForce.PME}
for method in methodMap:
system = self.prmtop1.createSystem(nonbondedMethod=method)
system = prmtop1.createSystem(nonbondedMethod=method)
forces = system.getForces()
self.assertTrue(any(isinstance(f, NonbondedForce) and
f.getNonbondedMethod()==methodMap[method]
......@@ -35,9 +32,9 @@ class TestAmberPrmtopFile(unittest.TestCase):
"""Test to make sure the nonbondedCutoff parameter is passed correctly."""
for method in [CutoffNonPeriodic, CutoffPeriodic, Ewald, PME]:
system = self.prmtop1.createSystem(nonbondedMethod=method,
nonbondedCutoff=2*nanometer,
constraints=HBonds)
system = prmtop1.createSystem(nonbondedMethod=method,
nonbondedCutoff=2*nanometer,
constraints=HBonds)
cutoff_distance = 0.0*nanometer
cutoff_check = 2.0*nanometer
for force in system.getForces():
......@@ -49,9 +46,9 @@ class TestAmberPrmtopFile(unittest.TestCase):
"""Test to make sure the ewaldErrorTolerance parameter is passed correctly."""
for method in [Ewald, PME]:
system = self.prmtop1.createSystem(nonbondedMethod=method,
ewaldErrorTolerance=1e-6,
constraints=HBonds)
system = prmtop1.createSystem(nonbondedMethod=method,
ewaldErrorTolerance=1e-6,
constraints=HBonds)
tolerance = 0
tolerance_check = 1e-6
for force in system.getForces():
......@@ -63,18 +60,18 @@ class TestAmberPrmtopFile(unittest.TestCase):
"""Test both options (True and False) for the removeCMMotion parameter."""
for b in [True, False]:
system = self.prmtop1.createSystem(removeCMMotion=b)
system = prmtop1.createSystem(removeCMMotion=b)
forces = system.getForces()
self.assertEqual(any(isinstance(f, CMMotionRemover) for f in forces), b)
def test_RigidWaterAndConstraints(self):
"""Test all eight options for the constraints and rigidWater parameters."""
topology = self.prmtop1.topology
topology = prmtop1.topology
for constraints_value in [None, HBonds, AllBonds, HAngles]:
for rigidWater_value in [True, False]:
system = self.prmtop1.createSystem(constraints=constraints_value,
rigidWater=rigidWater_value)
system = prmtop1.createSystem(constraints=constraints_value,
rigidWater=rigidWater_value)
validateConstraints(self, topology, system,
constraints_value, rigidWater_value)
......@@ -84,7 +81,7 @@ class TestAmberPrmtopFile(unittest.TestCase):
"""
for implicitSolvent_value in [HCT, OBC1, OBC2, GBn]:
system = self.prmtop2.createSystem(implicitSolvent=implicitSolvent_value)
system = prmtop2.createSystem(implicitSolvent=implicitSolvent_value)
forces = system.getForces()
if implicitSolvent_value in set([HCT, OBC1, GBn]):
force_type = CustomGBForce
......@@ -99,7 +96,7 @@ class TestAmberPrmtopFile(unittest.TestCase):
CutoffNonPeriodic:NonbondedForce.CutoffNonPeriodic}
for implicitSolvent_value in [HCT, OBC1, OBC2, GBn]:
for method in methodMap:
system = self.prmtop2.createSystem(implicitSolvent=implicitSolvent_value,
system = prmtop2.createSystem(implicitSolvent=implicitSolvent_value,
solventDielectric=50.0, soluteDielectric=0.9, nonbondedMethod=method)
found_matching_solvent_dielectric=False
found_matching_solute_dielectric=False
......@@ -136,10 +133,10 @@ class TestAmberPrmtopFile(unittest.TestCase):
def test_HydrogenMass(self):
"""Test that altering the mass of hydrogens works correctly."""
topology = self.prmtop1.topology
topology = prmtop1.topology
hydrogenMass = 4*amu
system1 = self.prmtop1.createSystem()
system2 = self.prmtop1.createSystem(hydrogenMass=hydrogenMass)
system1 = prmtop1.createSystem()
system2 = prmtop1.createSystem(hydrogenMass=hydrogenMass)
for atom in topology.atoms():
if atom.element == elem.hydrogen:
self.assertNotEqual(hydrogenMass, system1.getParticleMass(atom.index))
......@@ -148,5 +145,35 @@ class TestAmberPrmtopFile(unittest.TestCase):
totalMass2 = sum([system2.getParticleMass(i) for i in range(system2.getNumParticles())]).value_in_unit(amu)
self.assertAlmostEqual(totalMass1, totalMass2)
def test_NBFIX(self):
"""Test that prmtop files with modified off-diagonal LJ elements are treated properly"""
system = prmtop3.createSystem(nonbondedMethod=PME,
nonbondedCutoff=8*angstroms)
# Check the forces
has_nonbond_force = has_custom_nonbond_force = False
nonbond_exceptions = custom_nonbond_exclusions = 0
for force in system.getForces():
if isinstance(force, NonbondedForce):
has_nonbond_force = True
nonbond_exceptions = force.getNumExceptions()
elif isinstance(force, CustomNonbondedForce):
has_custom_nonbond_force = True
custom_nonbond_exceptions = force.getNumExclusions()
self.assertTrue(has_nonbond_force)
self.assertTrue(has_custom_nonbond_force)
self.assertEqual(nonbond_exceptions, custom_nonbond_exceptions)
integrator = VerletIntegrator(1.0*femtoseconds)
# Use reference platform, since it should always be present and
# 'working', and the system is plenty small so this won't be too slow
sim = Simulation(prmtop3.topology, system, integrator, Platform.getPlatformByName('Reference'))
# Check that the energy is about what we expect it to be
sim.context.setPeriodicBoxVectors(*inpcrd3.boxVectors)
sim.context.setPositions(inpcrd3.positions)
ene = sim.context.getState(getEnergy=True, enforcePeriodicBox=True).getPotentialEnergy()
ene = ene.value_in_unit(kilocalories_per_mole)
# Make sure the energy is relatively close to the value we get with
# Amber using this force field.
self.assertAlmostEqual(-7042.3903307/ene, 1, places=3)
if __name__ == '__main__':
unittest.main()
wrappers/python/tests/TestBytes.py
View file @ d89cd171
......@@ -23,13 +23,6 @@ class TestBytes(unittest.TestCase):
assert newPositions == refPositions
# try encoding the checkpoint in utf-8. OpenMM should be able to handle this too
context.setPositions([(12345, 12345, 123451)])
context.loadCheckpoint(chk.decode('utf-8'))
newPositions = context.getState(getPositions=True).getPositions()._value
assert newPositions == refPositions
if __name__ == '__main__':
unittest.main()
......
wrappers/python/tests/systems/ff14ipq.parm7 0 → 100644
View file @ d89cd171
This source diff could not be displayed because it is too large. You can view the blob instead.
wrappers/python/tests/systems/ff14ipq.rst7 0 → 100644
View file @ d89cd171
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13.5052690 7.3327280 11.7872870 12.6546280 7.0333030 12.1081940
13.3454480 7.5769290 10.8756690 10.6002400 8.8329030 13.8871660
10.9255810 7.9992780 13.5473890 11.3882730 9.3557550 14.0349990
6.2554270 3.7897140 6.9130490 6.5526600 4.6959970 6.8322510
6.8039830 3.3015920 6.2990060 4.0092590 8.3683380 2.7822140
3.7833510 8.1520550 3.6868760 3.2285120 8.8011840 2.4368110
6.4491800 9.2668960 13.4482410 6.3535400 8.3263690 13.2982810
7.2923780 9.4884030 13.0530480 9.8455220 7.0110290 3.4116070
10.2384790 7.3282490 2.5984760 10.2072070 6.1322170 3.5260590
8.1547390 5.7617600 14.6712930 7.4645710 5.5689800 15.3059020
8.8979690 6.0452240 15.2037230 10.4310360 9.6016040 7.5066850
9.6991480 10.1102850 7.8556950 10.0334700 8.7846020 7.2055630
6.8687750 6.2770240 5.9119340 6.8723810 5.8360190 5.0623880
7.7638870 6.5987570 6.0191160 2.7190130 6.1596730 4.8713550
2.3790180 6.6371960 5.6280600 1.9567450 5.7061850 4.5114650
10.8936270 5.0549720 6.9189790 10.9109010 5.5058370 7.7631640
10.6451850 4.1555360 7.1323230 14.3207020 2.4681900 12.7576170
14.6452790 1.7371560 13.2834150 14.3563530 2.1495540 11.8557160
7.1695720 10.3372020 7.6584750 7.5365850 9.8630590 8.4046090
6.9800780 11.2113590 7.9993090 4.9595090 9.3780660 9.9768960
4.6552160 10.2572640 10.2019320 5.9141550 9.4380450 10.0126400
14.2464860 12.5807010 6.3662200 14.9663980 13.0762300 5.9758310
14.0446680 11.9024900 5.7216070 9.6283660 12.6516070 12.2531200
9.5620970 11.7311740 11.9988790 8.9988800 12.7491510 12.9675840
3.5314280 13.2522030 4.2114620 4.0492950 12.4490290 4.1571510
3.0798300 13.1901170 5.0531450 4.2171940 10.6767640 14.0079870
3.9172080 10.8224820 13.1107690 4.9883180 10.1172930 13.9153260
9.5600390 15.4736640 12.0035000 9.5744930 14.5417600 11.7853910
8.8525490 15.5596400 12.6424770 15.7711600 12.1143980 11.3503580
15.0459790 12.7072760 11.1532970 16.2987060 12.1067520 10.5516950
11.3011190 13.8404150 4.8487430 11.6535010 13.2432280 4.1888800
10.4173520 13.5148380 5.0195680 7.3874470 14.6001840 2.2557840
8.0745600 15.1471050 2.6365430 6.6006890 15.1442570 2.2907450
6.6901680 11.6047870 1.8683200 7.1464460 12.4153120 2.0943390
6.3389890 11.2871010 2.7001690 8.9934290 17.1154210 9.0975500
9.6376510 17.3213590 9.7748920 9.3563730 16.3542610 8.6446350
2.5913460 1.9485520 2.3405720 2.4628090 1.9403420 3.2890640
1.7675480 2.2868610 1.9896730 10.2666370 15.1186560 7.8152950
10.9088600 14.4179720 7.9285120 10.7915720 15.8985000 7.6349840
12.0403990 15.9181460 11.0189010 12.3760230 16.5048150 11.6966930
11.1204330 15.7874170 11.2486800 7.8692570 15.9672790 14.1877070
7.5489440 15.2482030 14.7322760 7.1950930 16.6427860 14.2613130
11.0846170 6.1998950 9.5513870 11.4526990 5.3794160 9.8793440
10.2244370 6.2600840 9.9669520 6.4192230 7.4341840 1.7759310
5.7108380 7.9028180 2.2172920 6.7036710 6.7763850 2.4104500
8.0448160 8.8538540 9.7751840 8.5433410 9.3284360 10.4403690
8.1871110 7.9302060 9.9821870 10.4507660 4.1592500 3.2155100
10.3275440 4.1778630 2.2664610 11.3992220 4.2071440 3.3353500
7.5384450 19.3947800 2.4883080 7.7925950 19.3569190 1.5662450
6.5896930 19.2681130 2.4811330 15.2515020 5.0706500 10.6180230
14.7488620 5.8111900 10.9574040 16.0671680 5.4590500 10.3017020
13.5437030 10.3139680 4.0641590 12.6027170 10.3289910 4.2389280
13.8581100 9.5275640 4.5101890 15.5462610 17.4848530 5.7395850
15.6710030 18.3079700 6.2119660 16.4128170 17.2739260 5.3920000
3.0180140 19.5779740 5.4112980 3.7542620 19.0295200 5.6821550
3.4021060 20.4435750 5.2718970 12.2903420 18.5985970 13.1583380
13.2425170 18.5143990 13.1083620 12.1431640 19.2627680 13.8317170
6.7974170 12.6570260 13.0770130 6.0319840 13.2255260 12.9924800
6.9790130 12.3646470 12.1838360 1.7759310 9.3928860 14.4384680
1.8164650 9.0942730 15.3469910 2.6304810 9.7936470 14.2792200
3.7165120 7.9720960 12.4059170 3.1861580 7.4811910 11.7782510
4.3853190 8.4005160 11.8717100 13.0865350 9.7786580 14.1739510
13.6686120 9.0238900 14.0859990 13.2627120 10.3094020 13.3970990
4.2037420 4.9383330 12.4856460 4.1094290 4.3204080 11.7607330
3.6234810 5.6649620 12.2586370 6.9698860 3.4956570 9.5183850
6.5216160 3.5180830 8.6729400 6.3364060 3.0975590 10.1154150
7.3758410 12.3910900 10.1396290 7.7946520 13.2343630 9.9672530
6.4567040 12.5282940 9.9103070 9.7122310 10.1227080 11.5234130
9.8318520 9.5268220 12.2628970 10.5716310 10.1596770 11.1035430
12.0510210 10.6764270 10.0996640 11.5245430 11.2006890 9.4961780
12.3941550 11.3091660 10.7306370 5.2265830 18.6963910 11.2554020
4.6886920 19.4209970 10.9362720 5.4799790 18.2194250 10.4651360
6.4791080 6.6648430 12.7809950 7.0690770 6.3564280 13.4687770
5.6611320 6.1928180 12.9369850 11.2984510 6.2814240 13.0142970
10.6100030 5.6195780 12.9492960 12.0190530 5.8352510 13.4591430
8.0828040 19.9315120 11.5140670 8.0086740 20.8350260 11.8213040
7.1806880 19.6127020 11.4862740 4.0817250 15.5898720 2.4776260
3.7812790 15.4663690 3.3780170 3.9754740 14.7307310 2.0691990
17.3125600 12.9692700 4.5279070 17.6834430 12.1860020 4.1215040
17.9527530 13.6581800 4.3496370 14.2959360 14.3529280 9.9409390
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14.9608010 4.7257310 14.6292310 14.0958670 3.9804750 13.6350660
15.5301100 8.5703450 5.1346330 16.0538580 8.0766100 4.5036500
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14.7593530 8.6206860 8.7710870 15.8903830 9.5643430 8.4215650
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14.6113560 18.6319700 4.2590930 2.2597980 15.5365790 13.6168290
2.2167610 15.1658700 14.4982750 2.3908990 16.4743360 13.7570110
5.9604010 17.0925380 9.2178010 5.7195370 17.3599940 8.3308530
6.9006650 17.2631110 9.2728870 8.1658430 3.5558070 12.9734520
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10.8032990 3.2128130 12.6126810 11.4173400 3.5307420 11.9507890
11.3482550 2.7276720 13.2322670 17.2208170 19.1119760 10.0188650
16.7266450 19.5088630 9.3015780 16.6121460 18.4868970 10.4125930
12.4513010 3.9831140 10.3237820 12.1226370 3.1682900 9.9439550
13.3995310 3.9400950 10.2003510 14.9047620 19.7543180 7.2975390
14.4450590 20.5058990 6.9233410 14.2760080 19.0349650 7.2390190
5.3343340 18.0631420 6.4723520 5.8508360 17.4518780 5.9471780
5.9840720 18.5660200 6.9634530 8.0738840 18.9539910 7.2992500
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8.9978780 1.7884940 7.7702190 13.8436920 3.3953210 5.9238100
14.2845010 3.3398310 5.0759700 13.5744510 4.3111220 5.9948280
15.7075490 3.0268450 3.9346920 15.6463890 2.0829670 3.7877940
16.4867520 3.1348540 4.4800380 7.1770070 5.1116860 3.3905040
6.3644580 4.7373750 3.0500920 7.6811710 4.3561940 3.6926230
11.6795050 1.7759310 4.6288110 12.2824420 2.3479520 5.1036630
10.9388040 2.3398750 4.4062010 5.2019250 3.2616780 1.9950090
4.5721990 2.5604090 2.1620220 4.6624390 4.0220910 1.7783250
8.1411200 19.8756010 14.6660700 9.0678510 19.6400280 14.7096660
8.1261630 20.7028010 14.1846730 5.3274810 2.5400760 14.4302580
5.0459080 3.0434360 13.6663400 5.7094510 1.7422510 14.0644710
11.9290270 1.9554340 15.0083050 11.8155720 2.2748950 15.9034570
12.7460010 2.3566850 14.7120330
35.0011000 40.3579220 30.2376910 90.0000000 90.0000000 90.0000000
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