In [1]:

    

import readline
import rpy2.robjects
import code.independence_test as it
import code.additive_noise as an
import numpy as np
import numpy.random as rn
import code.hsic as hs
import pandas as pd


    

In [ ]:

    

n=200
uni = rn.uniform(0,10,n)
exp = rn.exponential(7,n)
gamma = rn.gamma(10,1,n)
log = rn.logistic(10,0.5,n)
n_Y = np.random.uniform(0,0.01,n)
n_L = np.random.uniform(0,0.01,n)
#Y = uni + exp + gamma + log + n_Y
Y = gamma + n_Y
leak = Y + n_L


    

In [ ]:

    

X = np.stack([gamma, leak, log],axis=1)


    

In [ ]:

    

X = pd.DataFrame(X, columns=['cause', 'leak', 'independent'])


    

In [ ]:

    

an.ANM_algorithm(X, Y, 'py')


    

In [30]:

    

NUM_EXAMPLES = 200
SIZES = [200] * NUM_EXAMPLES + [300] * NUM_EXAMPLES + [500] * NUM_EXAMPLES + [1000] * NUM_EXAMPLES


    

In [31]:

    

# Distributions
D = {
     'uniform': lambda: rn.uniform(-1, 1, SIZE)
}

# Function transformations
non_gaussian_noise = lambda: rn.uniform(-0.01, 0.01, SIZE)
gaussian_noise = lambda: rn.normal(0, 0.001, SIZE)

F = {
    'identity': lambda x: x,
    'scale': lambda x: rn.randint(1, 10) * rn.randn(1) * x,
    'exp': lambda x: np.exp(x.astype('float')),
    'square': lambda x: x ** 2,
    'cube': lambda x: x ** 3,
}

def add(a, b):
    if a is None:
        a = np.zeros_like(a)
    return a + b

def sub(a, b):
    if a is None:
        a = np.zeros_like(a)
    return a - b

def mul(a, b):
    if a is None:
        a = np.ones_like(a)
    return a * b

def div(a, b):
    if a is None:
        a = np.ones_like(a)
    return a / b

# Possible combinations of features
C = {
    '+': add,
    '-': sub,
    '*': mul,
    '/': div
}


    

In [32]:

    

all_tests = pd.DataFrame()
tests_features = []
tests_ys = []


    

In [33]:

    

for iteration, SIZE in enumerate(SIZES):
    # Total numbr of features
    N = rn.randint(1, 5)

    # Selected to form Y
    if N > 1:
        S = rn.randint(1, N)
    else:
        S = 1

    L = 1

    print N, S, L

    # Generate Features
    all_features = {}

    for i in range(N):
        dist = rn.randint(0, len(D))
        feature = {}
        feature['dist'] = D.keys()[dist]
        feature['values'] = D.values()[dist]()
        all_features['X_{}'.format(i)] = feature

    # Apply transformations to features
    candidates = list(range(N))
    rn.shuffle(candidates)

    for i in candidates[:S]:
        func = rn.randint(0, len(F))
        feature = all_features['X_{}'.format(i)]
        feature['func'] = F.keys()[func]
        feature['transformed'] = F.values()[func](feature['values'])

    # Generate Y from selected features
    Y = {"comb":"Y = ",
         "values": None}

    for i in range(N):
        if 'transformed' in all_features.values()[i].keys():
            comb = rn.randint(0, len(C))
            Y['comb'] += "{} f({}) ".format(C.keys()[comb], all_features.keys()[i])
            Y['values'] = C.values()[comb](Y['values'], all_features.values()[i]['transformed'])
            
    # Add noise to Y
    Y['values'] += non_gaussian_noise()

    for i in range(L):
        feature = {}
        func = rn.randint(0, len(F))
        feature['func'] = F.keys()[func]
        feature['values'] = F.values()[func](Y['values'])
        # Add noise to leaked variable
        feature['values'] += non_gaussian_noise()
        all_features['leak_{}'.format(i)] = feature
    
    columns = [name for name in all_features.keys()]
    causes = [i for i, f in enumerate(all_features.values()) if f.get('transformed', np.array([])).shape[0] > 0]
    for j in range(len(columns)):
        if j in causes:
            columns[j] = 'cause_' + columns[j]
        elif not columns[j].startswith('leak'):
            columns[j] = 'independent_' + columns[j]

    tests_features.append(all_features)
    tests_ys.append(Y)

    final_data = np.stack([f['values'] for f in all_features.values()], axis=1).astype('float')
    data = pd.DataFrame(final_data, columns=columns)
    standarized = (data - data.mean()) / data.std()
    
    try:
        res = an.ANM_algorithm(standarized, Y['values'].astype('float'))
    except:
        continue
    
    res['Iteration'] = iteration
    res['Size'] = SIZE
    res['Vars'] = res.index
    res['Truth'] = [idx.split('_')[0] for idx in res.index]
    
    all_tests = all_tests.append(res, ignore_index=True)


    

    




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Warning: adding jitter of 1.7060133288e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1355279889e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1355279889e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1355279889e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1355279889e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1355279889e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4720932824e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4720932824e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4720932824e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4720932824e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4720932824e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5210604007e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5210604007e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5210604007e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5210604007e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5210604007e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 3.8861842822e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8861842822e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8861842822e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8861842822e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8861842822e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6609933681e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6609933681e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6609933681e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6609933681e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6609933681e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7054453848e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7054453848e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7054453848e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7054453848e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7054453848e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5894874753e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5894874753e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5894874753e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5894874753e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5894874753e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1669733429e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1669733429e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1669733429e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1669733429e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1669733429e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0413165710e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0413165710e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0413165710e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0413165710e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0413165710e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9165239131e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9165239131e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9165239131e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9165239131e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9165239131e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5014602723e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5014602723e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5014602723e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5014602723e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5014602723e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2281883125e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2281883125e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2281883125e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2281883125e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2281883125e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6809341561e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6809341561e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6809341561e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6809341561e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6809341561e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3663912446e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3663912446e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3663912446e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3663912446e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3663912446e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7578866106e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7578866106e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7578866106e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7578866106e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7578866106e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4320736467e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4320736467e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4320736467e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4320736467e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4320736467e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2820170800e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2820170800e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2820170800e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2820170800e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2820170800e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5515631099e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5515631099e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5515631099e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5515631099e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5515631099e+11 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Warning: adding jitter of 1.5766371159e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5766371159e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5766371159e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5766371159e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5766371159e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9796919596e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9796919596e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9796919596e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9796919596e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9796919596e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8083878425e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8083878425e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8083878425e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8083878425e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8083878425e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3853011899e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3853011899e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3853011899e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3853011899e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3853011899e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0922699530e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0922699530e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0922699530e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0922699530e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0922699530e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5353395079e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5353395079e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5353395079e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5353395079e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5353395079e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3111696848e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3111696848e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3111696848e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3111696848e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3111696848e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5633676999e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5633676999e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5633676999e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5633676999e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5633676999e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2670668857e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2670668857e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2670668857e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2670668857e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2670668857e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3374083845e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3374083845e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3374083845e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3374083845e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3374083845e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4393910472e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4393910472e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4393910472e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4393910472e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4393910472e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8062286787e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8062286787e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8062286787e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8062286787e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8062286787e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9647002258e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9647002258e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9647002258e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9647002258e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9647002258e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0239655371e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0239655371e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0239655371e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0239655371e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0239655371e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8267665937e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8267665937e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8267665937e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8267665937e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8267665937e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3048644276e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3048644276e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3048644276e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3048644276e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3048644276e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 1.3335607841e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3335607841e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3335607841e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3335607841e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3335607841e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8698908081e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8698908081e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8698908081e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8698908081e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8698908081e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746791805e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746791805e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746791805e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746791805e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746791805e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0366673432e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0366673432e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0366673432e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0366673432e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0366673432e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3377909024e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3377909024e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3377909024e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3377909024e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3377909024e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7773617702e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7773617702e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7773617702e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7773617702e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7773617702e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3886549448e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3886549448e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3886549448e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3886549448e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3886549448e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4065032245e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4065032245e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4065032245e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4065032245e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4065032245e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4407675229e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4407675229e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4407675229e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4407675229e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4407675229e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6813834831e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6813834831e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6813834831e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6813834831e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6813834831e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0133313223e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0133313223e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0133313223e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0133313223e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0133313223e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8215797830e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8215797830e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8215797830e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8215797830e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8215797830e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2335031565e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2335031565e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2335031565e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2335031565e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2335031565e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746722905e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746722905e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746722905e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746722905e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0746722905e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3715608415e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3715608415e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3715608415e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3715608415e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3715608415e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7744844683e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7744844683e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7744844683e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7744844683e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7744844683e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 2
Number of line searches 40
Number of line searches 2
Warning: adding jitter of 6.7392390462e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7392390462e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7392390462e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7392390462e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7392390462e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1654666746e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1654666746e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1654666746e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1654666746e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1654666746e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7765920411e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7765920411e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7765920411e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7765920411e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7765920411e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4450519591e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4450519591e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4450519591e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4450519591e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4450519591e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9306714692e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9306714692e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9306714692e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9306714692e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9306714692e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6703055376e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6703055376e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6703055376e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6703055376e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6703055376e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3440865469e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3440865469e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3440865469e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3440865469e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3440865469e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8881689708e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8881689708e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8881689708e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8881689708e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8881689708e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8961838444e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8961838444e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8961838444e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8961838444e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8961838444e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6521100637e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6521100637e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6521100637e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6521100637e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6521100637e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0643633281e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0643633281e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0643633281e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0643633281e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0643633281e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8399960869e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8399960869e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8399960869e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8399960869e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8399960869e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2273627127e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2273627127e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2273627127e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2273627127e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2273627127e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4255094485e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4255094485e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4255094485e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4255094485e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4255094485e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2636004578e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2636004578e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2636004578e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2636004578e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2636004578e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0853497377e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0853497377e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0853497377e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0853497377e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0853497377e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2105619710e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2105619710e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2105619710e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2105619710e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2105619710e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8464577905e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8464577905e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8464577905e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8464577905e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8464577905e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2021809828e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2021809828e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2021809828e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2021809828e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2021809828e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5887315100e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5887315100e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5887315100e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5887315100e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5887315100e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5514547084e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5514547084e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5514547084e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5514547084e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5514547084e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 12
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 27
Number of line searches 40
Number of line searches 38
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 35
Number of line searches 40
3 1 1
Number of line searches 2
Number of line searches 40
Number of line searches 2
Warning: adding jitter of 4.7397525632e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7397525632e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7397525632e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7397525632e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7397525632e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1139244645e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1139244645e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1139244645e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1139244645e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1139244645e+10 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
4 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 2 1
Number of line searches 17
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 2
Warning: adding jitter of 1.1885687948e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1885687948e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1885687948e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1885687948e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1885687948e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0798189822e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0798189822e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0798189822e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0798189822e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0798189822e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9153850488e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9153850488e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9153850488e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9153850488e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9153850488e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0052053974e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0052053974e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0052053974e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0052053974e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0052053974e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5358458715e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5358458715e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5358458715e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5358458715e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5358458715e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1599026663e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1599026663e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1599026663e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1599026663e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1599026663e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3432109079e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3432109079e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3432109079e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3432109079e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3432109079e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4175215394e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4175215394e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4175215394e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4175215394e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4175215394e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5711816504e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5711816504e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5711816504e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5711816504e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5711816504e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6702651839e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6702651839e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6702651839e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6702651839e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6702651839e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3414541413e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3414541413e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3414541413e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3414541413e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3414541413e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8318378572e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8318378572e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8318378572e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8318378572e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8318378572e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4271175363e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4271175363e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4271175363e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4271175363e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4271175363e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1129716698e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1129716698e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1129716698e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1129716698e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1129716698e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5396801224e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5396801224e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5396801224e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5396801224e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5396801224e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9634197428e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9634197428e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9634197428e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9634197428e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9634197428e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2509414012e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2509414012e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2509414012e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2509414012e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2509414012e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5778488509e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5778488509e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5778488509e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5778488509e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5778488509e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8111611412e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8111611412e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8111611412e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8111611412e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8111611412e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 3
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 31
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 33
Number of line searches 22
Number of line searches 40
Warning: adding jitter of 1.1156050534e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1156050534e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1156050534e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1156050534e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1156050534e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1783266747e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1783266747e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1783266747e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1783266747e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1783266747e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0448140786e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0448140786e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0448140786e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0448140786e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0448140786e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3598852809e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3598852809e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3598852809e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3598852809e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3598852809e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0719378469e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0719378469e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0719378469e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0719378469e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0719378469e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1217538899e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1217538899e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1217538899e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1217538899e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1217538899e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0100826193e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0100826193e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0100826193e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0100826193e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0100826193e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7802107069e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7802107069e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7802107069e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7802107069e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7802107069e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2204253489e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2204253489e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2204253489e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2204253489e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2204253489e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4378730341e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4378730341e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4378730341e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4378730341e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4378730341e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4865777593e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4865777593e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4865777593e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4865777593e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4865777593e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7828415450e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7828415450e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7828415450e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7828415450e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7828415450e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7949399096e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7949399096e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7949399096e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7949399096e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7949399096e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3809867471e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3809867471e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3809867471e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3809867471e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3809867471e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9829832226e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9829832226e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9829832226e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9829832226e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9829832226e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2504179043e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2504179043e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2504179043e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2504179043e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2504179043e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 26
1 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 2
Warning: adding jitter of 3.4478843825e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4478843825e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4478843825e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4478843825e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4478843825e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5503516425e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5503516425e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5503516425e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5503516425e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5503516425e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8310639771e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8310639771e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8310639771e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8310639771e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8310639771e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5026791816e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5026791816e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5026791816e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5026791816e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5026791816e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5662197194e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5662197194e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5662197194e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5662197194e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5662197194e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9798347117e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9798347117e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9798347117e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9798347117e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9798347117e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8138005120e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8138005120e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8138005120e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8138005120e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8138005120e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6607212749e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6607212749e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6607212749e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6607212749e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6607212749e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
2 1 1
Number of line searches 2
Warning: adding jitter of 6.4627604929e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4627604929e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4627604929e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4627604929e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4627604929e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7986498281e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7986498281e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7986498281e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7986498281e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7986498281e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5592926311e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5592926311e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5592926311e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5592926311e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5592926311e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5594295780e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5594295780e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5594295780e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5594295780e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5594295780e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1407691201e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1407691201e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1407691201e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1407691201e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1407691201e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2570737010e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2570737010e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2570737010e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2570737010e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2570737010e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5646243691e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5646243691e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5646243691e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5646243691e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5646243691e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4059397782e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4059397782e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4059397782e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4059397782e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4059397782e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3732348175e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3732348175e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3732348175e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3732348175e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3732348175e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4883737277e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4883737277e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4883737277e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4883737277e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4883737277e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5703517842e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5703517842e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5703517842e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5703517842e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5703517842e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2740668206e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2740668206e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2740668206e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2740668206e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2740668206e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4243696423e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4243696423e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4243696423e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4243696423e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4243696423e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4323700358e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4323700358e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4323700358e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4323700358e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4323700358e+11 to diagnol of kernel matrix for numerical stability
Number of line searches 7
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
3 2 1
Number of line searches 2
Number of line searches 40
1 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 3 1
Number of line searches 37
Number of line searches 17
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 38
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 30
3 1 1
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 2.6242086684e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6242086684e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6242086684e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6242086684e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6242086684e+16 to diagnol of kernel matrix for numerical stability
Number of line searches 40
Number of line searches 13
Warning: adding jitter of 1.7583775511e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7583775511e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7583775511e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7583775511e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7583775511e+12 to diagnol of kernel matrix for numerical stability
Number of line searches 38
Number of line searches 40
Number of line searches 11
Number of line searches 19
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 38
Number of line searches 40
2 1 1
Number of line searches 16
Warning: adding jitter of 4.2923735988e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2923735988e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2923735988e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2923735988e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2923735988e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8929586398e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8929586398e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8929586398e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8929586398e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8929586398e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6519748962e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6519748962e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6519748962e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6519748962e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6519748962e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6284885312e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6284885312e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6284885312e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6284885312e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6284885312e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0781507894e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0781507894e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0781507894e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0781507894e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0781507894e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4736118022e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4736118022e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4736118022e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4736118022e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4736118022e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7332480715e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7332480715e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7332480715e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7332480715e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7332480715e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3890489143e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3890489143e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3890489143e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3890489143e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3890489143e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6675575601e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6675575601e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6675575601e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6675575601e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6675575601e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9441187804e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9441187804e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9441187804e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9441187804e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9441187804e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1291311591e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1291311591e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1291311591e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1291311591e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1291311591e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4550715840e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4550715840e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4550715840e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4550715840e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4550715840e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1444440444e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1444440444e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1444440444e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1444440444e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1444440444e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4424916988e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4424916988e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4424916988e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4424916988e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4424916988e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9915074475e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9915074475e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9915074475e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9915074475e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9915074475e+10 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 22
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 2
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 29
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 3 1
Number of line searches 27
Number of line searches 24
Number of line searches 40
Number of line searches 30
Number of line searches 40
Number of line searches 33
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 37
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 2 1
Warning: adding jitter of 2.8063192612e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8063192612e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8063192612e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8063192612e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8063192612e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7011663141e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7011663141e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7011663141e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7011663141e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7011663141e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2233571136e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2233571136e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2233571136e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2233571136e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2233571136e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7953710239e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7953710239e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7953710239e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7953710239e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7953710239e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4056437728e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4056437728e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4056437728e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4056437728e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4056437728e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5510137887e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5510137887e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5510137887e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5510137887e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5510137887e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9316279824e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9316279824e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9316279824e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9316279824e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9316279824e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6036386466e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6036386466e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6036386466e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6036386466e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6036386466e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6044258849e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6044258849e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6044258849e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6044258849e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6044258849e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0488448109e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0488448109e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0488448109e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0488448109e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0488448109e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1021869338e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1021869338e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1021869338e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1021869338e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1021869338e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1730123800e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1730123800e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1730123800e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1730123800e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1730123800e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4749839249e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4749839249e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4749839249e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4749839249e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4749839249e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8411565206e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8411565206e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8411565206e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8411565206e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8411565206e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8334950854e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8334950854e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8334950854e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8334950854e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8334950854e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1645760412e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1645760412e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1645760412e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1645760412e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1645760412e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 1.7902749578e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7902749578e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7902749578e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7902749578e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7902749578e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5749471170e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5749471170e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5749471170e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5749471170e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5749471170e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0848240479e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0848240479e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0848240479e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0848240479e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0848240479e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4438919793e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4438919793e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4438919793e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4438919793e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4438919793e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4865842935e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4865842935e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4865842935e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4865842935e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4865842935e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4071480973e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4071480973e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4071480973e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4071480973e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4071480973e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0159350786e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0159350786e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0159350786e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0159350786e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0159350786e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5337255928e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5337255928e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5337255928e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5337255928e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5337255928e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7743899542e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7743899542e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7743899542e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7743899542e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7743899542e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5053517508e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5053517508e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5053517508e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5053517508e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5053517508e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1135487973e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1135487973e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1135487973e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1135487973e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1135487973e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2398502234e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2398502234e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2398502234e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2398502234e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2398502234e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8515317376e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8515317376e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8515317376e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8515317376e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8515317376e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3261317852e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3261317852e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3261317852e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3261317852e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3261317852e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9109525444e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9109525444e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9109525444e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9109525444e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9109525444e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9508125892e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9508125892e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9508125892e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9508125892e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9508125892e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 3 1
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 5.0884186408e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0884186408e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0884186408e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0884186408e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0884186408e+11 to diagnol of kernel matrix for numerical stability
Number of line searches 40
Number of line searches 34
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 2
Number of line searches 40
Number of line searches 2
Warning: adding jitter of 1.5113177314e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5113177314e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5113177314e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5113177314e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5113177314e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8753489652e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8753489652e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8753489652e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8753489652e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8753489652e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4331508483e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4331508483e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4331508483e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4331508483e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4331508483e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4254761367e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4254761367e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4254761367e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4254761367e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4254761367e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6518718690e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6518718690e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6518718690e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6518718690e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6518718690e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2224492462e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2224492462e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2224492462e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2224492462e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2224492462e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4241266385e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4241266385e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4241266385e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4241266385e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4241266385e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7790585078e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7790585078e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7790585078e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7790585078e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7790585078e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4840061244e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4840061244e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4840061244e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4840061244e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4840061244e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5055979518e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5055979518e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5055979518e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5055979518e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5055979518e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9338858635e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9338858635e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9338858635e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9338858635e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9338858635e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
4 3 1
Warning: adding jitter of 7.2813752112e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2813752112e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2813752112e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2813752112e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2813752112e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0556827225e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0556827225e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0556827225e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0556827225e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0556827225e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2477244173e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2477244173e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2477244173e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2477244173e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2477244173e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8876633501e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8876633501e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8876633501e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8876633501e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8876633501e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1321430523e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1321430523e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1321430523e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1321430523e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1321430523e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7677808612e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7677808612e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7677808612e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7677808612e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7677808612e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7158517942e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7158517942e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7158517942e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7158517942e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7158517942e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2382065561e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2382065561e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2382065561e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2382065561e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2382065561e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0850802957e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0850802957e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0850802957e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0850802957e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0850802957e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0615110458e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0615110458e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0615110458e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0615110458e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0615110458e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 5
Warning: adding jitter of 9.2421369220e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2421369220e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2421369220e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2421369220e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2421369220e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8850238402e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8850238402e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8850238402e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8850238402e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8850238402e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3750594040e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3750594040e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3750594040e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3750594040e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3750594040e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1515350647e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1515350647e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1515350647e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1515350647e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1515350647e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7546930160e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7546930160e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7546930160e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7546930160e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7546930160e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9588330497e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9588330497e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9588330497e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9588330497e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9588330497e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6094618677e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6094618677e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6094618677e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6094618677e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6094618677e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4260405282e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4260405282e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4260405282e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4260405282e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4260405282e+08 to diagnol of kernel matrix for numerical stability
1 1 1
Warning: adding jitter of 3.2195423378e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2195423378e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2195423378e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2195423378e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2195423378e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7768515948e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7768515948e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7768515948e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7768515948e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7768515948e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3907308539e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3907308539e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3907308539e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3907308539e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3907308539e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0954070855e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0954070855e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0954070855e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0954070855e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0954070855e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0332109293e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0332109293e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0332109293e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0332109293e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0332109293e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7416115897e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7416115897e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7416115897e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7416115897e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7416115897e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2984071242e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2984071242e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2984071242e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2984071242e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2984071242e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7589474451e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7589474451e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7589474451e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7589474451e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7589474451e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6563624019e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6563624019e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6563624019e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6563624019e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6563624019e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5360105096e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5360105096e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5360105096e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5360105096e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5360105096e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6323756576e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6323756576e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6323756576e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6323756576e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6323756576e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9336877433e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9336877433e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9336877433e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9336877433e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9336877433e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2428113319e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2428113319e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2428113319e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2428113319e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.2428113319e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9962039813e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9962039813e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9962039813e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9962039813e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9962039813e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0230210581e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0230210581e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0230210581e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0230210581e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0230210581e+10 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 4.0390636770e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0390636770e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0390636770e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0390636770e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0390636770e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1174766864e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1174766864e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1174766864e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1174766864e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1174766864e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3136062485e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3136062485e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3136062485e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3136062485e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3136062485e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7043679943e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7043679943e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7043679943e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7043679943e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7043679943e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4473230894e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4473230894e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4473230894e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4473230894e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4473230894e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1088677269e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1088677269e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1088677269e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1088677269e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1088677269e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0624852872e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0624852872e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0624852872e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0624852872e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0624852872e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3181819727e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3181819727e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3181819727e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3181819727e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3181819727e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9894834090e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9894834090e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9894834090e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9894834090e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9894834090e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6411691181e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6411691181e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6411691181e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6411691181e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6411691181e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0044613283e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0044613283e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0044613283e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0044613283e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0044613283e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1759937856e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1759937856e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1759937856e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1759937856e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1759937856e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3588954227e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3588954227e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3588954227e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3588954227e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3588954227e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2070013866e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2070013866e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2070013866e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2070013866e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2070013866e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3970321189e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3970321189e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3970321189e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3970321189e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3970321189e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5477945154e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5477945154e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5477945154e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5477945154e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5477945154e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
4 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 28
Number of line searches 40
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 2
Warning: adding jitter of 3.3994019264e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3994019264e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3994019264e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3994019264e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3994019264e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5291065025e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5291065025e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5291065025e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5291065025e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5291065025e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4516735757e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4516735757e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4516735757e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4516735757e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4516735757e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7777767172e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7777767172e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7777767172e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7777767172e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7777767172e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4092927733e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4092927733e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4092927733e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4092927733e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4092927733e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5271125007e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5271125007e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5271125007e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5271125007e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5271125007e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9181400136e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9181400136e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9181400136e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9181400136e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9181400136e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7001893151e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7001893151e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7001893151e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7001893151e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7001893151e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6166773375e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6166773375e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6166773375e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6166773375e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6166773375e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0893383815e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0893383815e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0893383815e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0893383815e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0893383815e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4221016308e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4221016308e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4221016308e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4221016308e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4221016308e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
4 1 1
Number of line searches 40
Number of line searches 32
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 34
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Warning: adding jitter of 3.0930349642e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0930349642e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0930349642e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0930349642e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0930349642e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4397287468e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4397287468e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4397287468e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4397287468e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4397287468e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0120456518e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0120456518e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0120456518e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0120456518e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0120456518e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0030091492e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0030091492e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0030091492e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0030091492e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0030091492e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8348128947e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8348128947e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8348128947e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8348128947e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8348128947e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6836902609e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6836902609e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6836902609e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6836902609e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6836902609e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1847075004e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1847075004e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1847075004e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1847075004e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1847075004e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9903816323e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9903816323e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9903816323e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9903816323e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9903816323e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9041256955e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9041256955e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9041256955e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9041256955e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9041256955e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1850648530e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1850648530e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1850648530e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1850648530e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1850648530e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7502762418e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7502762418e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7502762418e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7502762418e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7502762418e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8122729510e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8122729510e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8122729510e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8122729510e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8122729510e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6768194577e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6768194577e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6768194577e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6768194577e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6768194577e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9953070374e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9953070374e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9953070374e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9953070374e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9953070374e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3245048063e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3245048063e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3245048063e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3245048063e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3245048063e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4778414588e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4778414588e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4778414588e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4778414588e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4778414588e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 3.8957122262e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8957122262e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8957122262e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8957122262e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8957122262e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6891848662e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6891848662e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6891848662e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6891848662e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6891848662e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7424922159e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7424922159e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7424922159e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7424922159e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7424922159e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5966309356e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5966309356e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5966309356e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5966309356e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5966309356e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1842279899e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1842279899e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1842279899e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1842279899e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1842279899e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0455385574e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0455385574e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0455385574e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0455385574e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0455385574e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9255768126e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9255768126e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9255768126e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9255768126e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9255768126e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.6888337172e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.6888337172e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.6888337172e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.6888337172e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.6888337172e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8419189027e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8419189027e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8419189027e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8419189027e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.8419189027e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2633297789e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2633297789e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2633297789e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2633297789e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2633297789e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1498777769e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1498777769e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1498777769e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1498777769e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1498777769e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0041438113e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0041438113e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0041438113e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0041438113e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0041438113e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3980033158e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3980033158e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3980033158e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3980033158e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3980033158e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1152690835e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1152690835e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1152690835e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1152690835e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1152690835e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3619240421e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3619240421e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3619240421e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3619240421e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3619240421e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
2 1 1
Warning: adding jitter of 1.7969786112e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7969786112e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7969786112e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7969786112e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7969786112e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4088755404e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4088755404e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4088755404e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4088755404e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4088755404e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1822832663e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1822832663e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1822832663e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1822832663e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1822832663e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0873284997e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0873284997e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0873284997e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0873284997e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0873284997e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1338122818e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1338122818e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1338122818e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1338122818e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1338122818e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2072903676e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2072903676e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2072903676e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2072903676e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2072903676e+33 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0987676586e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0987676586e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0987676586e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0987676586e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0987676586e+15 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 3.8857244966e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8857244966e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8857244966e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8857244966e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8857244966e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6596338171e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6596338171e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6596338171e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6596338171e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6596338171e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7036605007e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7036605007e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7036605007e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7036605007e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7036605007e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5891428119e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5891428119e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5891428119e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5891428119e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5891428119e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1661414281e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1661414281e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1661414281e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1661414281e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1661414281e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0411127916e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0411127916e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0411127916e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0411127916e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0411127916e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9160872004e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9160872004e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9160872004e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9160872004e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9160872004e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2281908612e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2281908612e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2281908612e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2281908612e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2281908612e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3964590224e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3964590224e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3964590224e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3964590224e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3964590224e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5781513351e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5781513351e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5781513351e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5781513351e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5781513351e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4533152177e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4533152177e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4533152177e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4533152177e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4533152177e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9742116953e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9742116953e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9742116953e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9742116953e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9742116953e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3764529464e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3764529464e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3764529464e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3764529464e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3764529464e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0588129288e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0588129288e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0588129288e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0588129288e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0588129288e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9144387655e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9144387655e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9144387655e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9144387655e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9144387655e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 34
Number of line searches 19
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 20
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 20
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 22
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 2 1
Number of line searches 19
Number of line searches 40
Number of line searches 31
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 40
Number of line searches 34
Number of line searches 40
Number of line searches 40
Number of line searches 16
Number of line searches 23
4 3 1
Warning: adding jitter of 3.7616823231e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7616823231e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7616823231e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7616823231e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7616823231e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3071358860e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3071358860e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3071358860e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3071358860e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3071358860e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1081786060e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1081786060e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1081786060e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1081786060e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1081786060e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3289316695e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3289316695e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3289316695e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3289316695e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3289316695e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9206902033e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9206902033e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9206902033e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9206902033e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9206902033e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3858896793e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3858896793e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3858896793e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3858896793e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3858896793e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1593262447e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1593262447e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1593262447e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1593262447e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1593262447e+16 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 8.6076035940e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6076035940e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6076035940e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6076035940e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6076035940e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5253605238e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5253605238e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5253605238e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5253605238e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5253605238e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0131471195e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0131471195e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0131471195e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0131471195e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0131471195e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3349405044e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3349405044e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3349405044e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3349405044e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3349405044e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5944606686e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5944606686e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5944606686e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5944606686e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5944606686e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9930698324e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9930698324e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9930698324e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9930698324e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9930698324e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9792185048e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9792185048e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9792185048e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9792185048e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9792185048e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5749319138e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5749319138e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5749319138e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5749319138e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5749319138e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9580605741e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9580605741e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9580605741e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9580605741e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9580605741e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8763978798e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8763978798e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8763978798e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8763978798e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8763978798e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0978493361e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0978493361e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0978493361e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0978493361e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0978493361e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6222044773e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6222044773e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6222044773e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6222044773e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6222044773e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1005788038e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1005788038e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1005788038e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1005788038e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1005788038e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8963488544e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8963488544e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8963488544e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8963488544e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8963488544e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2365038072e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2365038072e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2365038072e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2365038072e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2365038072e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4017758570e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4017758570e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4017758570e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4017758570e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4017758570e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 35
Number of line searches 40
3 2 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 40
Number of line searches 17
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 26
2 1 1
Number of line searches 25
Number of line searches 25
Number of line searches 20
Number of line searches 34
Number of line searches 40
Number of line searches 40
4 2 1
Number of line searches 40
Warning: adding jitter of 9.0338623948e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0338623948e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0338623948e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0338623948e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0338623948e+13 to diagnol of kernel matrix for numerical stability
Number of line searches 15
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 2.7025523496e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7025523496e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7025523496e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7025523496e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7025523496e+17 to diagnol of kernel matrix for numerical stability
Number of line searches 40
Number of line searches 34
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 40
Warning: adding jitter of 2.1009274540e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1009274540e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1009274540e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1009274540e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1009274540e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0004951881e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0004951881e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0004951881e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0004951881e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0004951881e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3870405152e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3870405152e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3870405152e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3870405152e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3870405152e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8575987076e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8575987076e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8575987076e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8575987076e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8575987076e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3159066355e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3159066355e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3159066355e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3159066355e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3159066355e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9934831870e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9934831870e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9934831870e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9934831870e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9934831870e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1478688585e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1478688585e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1478688585e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1478688585e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1478688585e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0920131933e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0920131933e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0920131933e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0920131933e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0920131933e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6785069735e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6785069735e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6785069735e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6785069735e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6785069735e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7513936801e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7513936801e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7513936801e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7513936801e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7513936801e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8923733905e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8923733905e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8923733905e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8923733905e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8923733905e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8931491017e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8931491017e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8931491017e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8931491017e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8931491017e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 9
Number of line searches 17
Number of line searches 19
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 40
Number of line searches 35
Number of line searches 40
Number of line searches 22
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 3 1
Number of line searches 33
Number of line searches 27
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 32
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 1.1045736631e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1045736631e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1045736631e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1045736631e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1045736631e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9906569528e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9906569528e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9906569528e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9906569528e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9906569528e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7475219925e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7475219925e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7475219925e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7475219925e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7475219925e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8423001423e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8423001423e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8423001423e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8423001423e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8423001423e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2617411425e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2617411425e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2617411425e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2617411425e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2617411425e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5064716494e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5064716494e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5064716494e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5064716494e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5064716494e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5408886635e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5408886635e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5408886635e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5408886635e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5408886635e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9175190378e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9175190378e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9175190378e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9175190378e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9175190378e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3312595403e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3312595403e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3312595403e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3312595403e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3312595403e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6923937762e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6923937762e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6923937762e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6923937762e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6923937762e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0061635757e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0061635757e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0061635757e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0061635757e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0061635757e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8880948263e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8880948263e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8880948263e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8880948263e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.8880948263e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1822159393e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1822159393e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1822159393e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1822159393e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1822159393e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6711144985e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6711144985e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6711144985e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6711144985e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6711144985e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3600010119e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3600010119e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3600010119e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3600010119e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3600010119e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4714715264e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4714715264e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4714715264e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4714715264e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4714715264e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4992300719e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4992300719e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4992300719e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4992300719e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4992300719e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5289960944e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5289960944e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5289960944e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5289960944e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5289960944e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0104298526e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0104298526e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0104298526e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0104298526e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0104298526e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9305766732e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9305766732e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9305766732e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9305766732e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9305766732e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 3
Warning: adding jitter of 8.7535461740e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7535461740e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7535461740e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7535461740e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7535461740e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5898585231e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5898585231e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5898585231e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5898585231e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5898585231e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1678690037e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1678690037e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1678690037e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1678690037e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1678690037e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4559035028e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4559035028e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4559035028e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4559035028e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.4559035028e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6403463080e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6403463080e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6403463080e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6403463080e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6403463080e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0501188970e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0501188970e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0501188970e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0501188970e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0501188970e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1508266939e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1508266939e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1508266939e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1508266939e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1508266939e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9343319775e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9343319775e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9343319775e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9343319775e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9343319775e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7062155299e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7062155299e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7062155299e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7062155299e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7062155299e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0388617677e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0388617677e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0388617677e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0388617677e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0388617677e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6394755010e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6394755010e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6394755010e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6394755010e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6394755010e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0689501262e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0689501262e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0689501262e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0689501262e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0689501262e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3115888969e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3115888969e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3115888969e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3115888969e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3115888969e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7443599144e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7443599144e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7443599144e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7443599144e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7443599144e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7626106491e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7626106491e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7626106491e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7626106491e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7626106491e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 25
Number of line searches 40
Number of line searches 36
Number of line searches 22
3 1 1
Number of line searches 22
Number of line searches 40
Number of line searches 24
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 1 1
Warning: adding jitter of 3.1988182543e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1988182543e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1988182543e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1988182543e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1988182543e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7211633588e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7211633588e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7211633588e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7211633588e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7211633588e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3273948391e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3273948391e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3273948391e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3273948391e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3273948391e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0802391303e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0802391303e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0802391303e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0802391303e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0802391303e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0003359939e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0003359939e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0003359939e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0003359939e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0003359939e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7321477980e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7321477980e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7321477980e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7321477980e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7321477980e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2796985294e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2796985294e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2796985294e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2796985294e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2796985294e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1171538834e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1171538834e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1171538834e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1171538834e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1171538834e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6260363277e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6260363277e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6260363277e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6260363277e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6260363277e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5473195308e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5473195308e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5473195308e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5473195308e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5473195308e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2130892261e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2130892261e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2130892261e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2130892261e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2130892261e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0913868888e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0913868888e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0913868888e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0913868888e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0913868888e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0090869452e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0090869452e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0090869452e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0090869452e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0090869452e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5086498551e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5086498551e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5086498551e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5086498551e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5086498551e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7376988534e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7376988534e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7376988534e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7376988534e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.7376988534e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 4.0175464895e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0175464895e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0175464895e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0175464895e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0175464895e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.0526971538e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.0526971538e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.0526971538e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.0526971538e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.0526971538e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2262344802e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2262344802e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2262344802e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2262344802e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2262344802e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6881656348e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6881656348e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6881656348e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6881656348e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6881656348e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4074159321e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4074159321e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4074159321e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4074159321e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4074159321e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0993846556e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0993846556e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0993846556e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0993846556e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0993846556e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0418516365e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0418516365e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0418516365e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0418516365e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0418516365e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3091977801e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3091977801e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3091977801e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3091977801e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3091977801e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9861340493e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9861340493e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9861340493e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9861340493e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9861340493e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6369672523e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6369672523e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6369672523e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6369672523e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6369672523e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9915689581e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9915689581e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9915689581e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9915689581e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9915689581e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1712995410e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1712995410e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1712995410e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1712995410e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1712995410e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3532802767e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3532802767e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3532802767e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3532802767e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3532802767e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2051057004e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2051057004e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2051057004e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2051057004e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2051057004e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0399151661e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0399151661e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0399151661e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0399151661e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0399151661e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5400673646e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5400673646e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5400673646e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5400673646e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5400673646e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 18
Number of line searches 13
Number of line searches 22
Number of line searches 22
3 2 1
Number of line searches 2
Number of line searches 17
4 1 1
Warning: adding jitter of 1.5857769705e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5857769705e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5857769705e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5857769705e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5857769705e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9969314636e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9969314636e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9969314636e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9969314636e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9969314636e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9236954398e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9236954398e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9236954398e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9236954398e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9236954398e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4465313421e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4465313421e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4465313421e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4465313421e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4465313421e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1813925229e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1813925229e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1813925229e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1813925229e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1813925229e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7975720465e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7975720465e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7975720465e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7975720465e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7975720465e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3795373268e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3795373268e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3795373268e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3795373268e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3795373268e+14 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 1.1419420610e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1419420610e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1419420610e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1419420610e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1419420610e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8589229242e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8589229242e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8589229242e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8589229242e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8589229242e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5805227680e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5805227680e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5805227680e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5805227680e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5805227680e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7066197620e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7066197620e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7066197620e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7066197620e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7066197620e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5690607104e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5690607104e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5690607104e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5690607104e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5690607104e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0685902482e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0685902482e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0685902482e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0685902482e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.0685902482e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1411185768e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1411185768e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1411185768e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1411185768e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1411185768e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4518972411e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4518972411e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4518972411e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4518972411e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4518972411e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5438923194e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5438923194e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5438923194e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5438923194e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5438923194e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3000758291e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3000758291e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3000758291e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3000758291e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3000758291e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3525999055e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3525999055e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3525999055e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3525999055e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3525999055e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6300510372e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6300510372e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6300510372e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6300510372e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6300510372e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6955371138e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6955371138e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6955371138e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6955371138e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6955371138e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6041550978e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6041550978e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6041550978e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6041550978e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6041550978e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1235975774e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1235975774e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1235975774e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1235975774e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1235975774e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9821923001e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9821923001e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9821923001e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9821923001e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.9821923001e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 2 1
Number of line searches 20
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 28
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 4.2639945876e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2639945876e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2639945876e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2639945876e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2639945876e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7843573141e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7843573141e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7843573141e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7843573141e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7843573141e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4692220944e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4692220944e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4692220944e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4692220944e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4692220944e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8330433005e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8330433005e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8330433005e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8330433005e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8330433005e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3730975340e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3730975340e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3730975340e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3730975340e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3730975340e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5404861356e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5404861356e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5404861356e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5404861356e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5404861356e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0462582227e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0462582227e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0462582227e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0462582227e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0462582227e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9069674054e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9069674054e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9069674054e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9069674054e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9069674054e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6252141228e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6252141228e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6252141228e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6252141228e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6252141228e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5020924825e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5020924825e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5020924825e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5020924825e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5020924825e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2391895996e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2391895996e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2391895996e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2391895996e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2391895996e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6126984143e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6126984143e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6126984143e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6126984143e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6126984143e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5601227581e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5601227581e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5601227581e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5601227581e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5601227581e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6826061531e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6826061531e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6826061531e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6826061531e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6826061531e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0485898006e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0485898006e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0485898006e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0485898006e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0485898006e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7865217512e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7865217512e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7865217512e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7865217512e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7865217512e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 2.3520603160e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3520603160e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3520603160e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3520603160e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3520603160e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6072204286e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6072204286e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6072204286e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6072204286e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.6072204286e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1665016431e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1665016431e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1665016431e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1665016431e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1665016431e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4719040876e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4719040876e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4719040876e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4719040876e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4719040876e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7857442774e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7857442774e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7857442774e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7857442774e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7857442774e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3863212059e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3863212059e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3863212059e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3863212059e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3863212059e+33 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5447722181e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5447722181e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5447722181e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5447722181e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5447722181e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4970023991e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4970023991e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4970023991e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4970023991e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4970023991e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4143798644e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4143798644e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4143798644e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4143798644e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4143798644e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4120908095e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4120908095e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4120908095e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4120908095e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4120908095e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4515738069e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4515738069e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4515738069e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4515738069e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4515738069e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5128778611e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5128778611e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5128778611e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5128778611e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5128778611e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4218597179e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4218597179e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4218597179e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4218597179e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4218597179e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5424111657e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5424111657e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5424111657e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5424111657e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5424111657e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4356708979e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4356708979e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4356708979e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4356708979e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4356708979e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4880842796e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4880842796e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4880842796e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4880842796e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4880842796e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5699895143e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5699895143e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5699895143e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5699895143e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5699895143e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 16
Number of line searches 25
4 1 1
Warning: adding jitter of 1.5804274075e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5804274075e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5804274075e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5804274075e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5804274075e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9868351230e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9868351230e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9868351230e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9868351230e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9868351230e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8561047186e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8561047186e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8561047186e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8561047186e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8561047186e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4106879231e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4106879231e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4106879231e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4106879231e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4106879231e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1291860383e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1291860383e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1291860383e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1291860383e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1291860383e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7226427599e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7226427599e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7226427599e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7226427599e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7226427599e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3395089592e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3395089592e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3395089592e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3395089592e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3395089592e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5847951420e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5847951420e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5847951420e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5847951420e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5847951420e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5715242203e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5715242203e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5715242203e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5715242203e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5715242203e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0154573104e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0154573104e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0154573104e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0154573104e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0154573104e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9271999650e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9271999650e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9271999650e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9271999650e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9271999650e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6723770919e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6723770919e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6723770919e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6723770919e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6723770919e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2125510537e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2125510537e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2125510537e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2125510537e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2125510537e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4539673850e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4539673850e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4539673850e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4539673850e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4539673850e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7935933401e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7935933401e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7935933401e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7935933401e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7935933401e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4574119149e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4574119149e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4574119149e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4574119149e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4574119149e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5323112643e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5323112643e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5323112643e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5323112643e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5323112643e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 1.1601116653e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1601116653e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1601116653e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1601116653e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1601116653e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9513881279e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9513881279e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9513881279e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9513881279e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9513881279e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8546083692e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8546083692e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8546083692e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8546083692e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.8546083692e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8626228450e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8626228450e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8626228450e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8626228450e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8626228450e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6384167899e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6384167899e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6384167899e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6384167899e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6384167899e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1365521412e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1365521412e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1365521412e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1365521412e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.1365521412e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1641462714e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1641462714e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1641462714e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1641462714e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1641462714e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0465267279e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0465267279e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0465267279e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0465267279e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0465267279e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1926693711e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1926693711e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1926693711e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1926693711e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1926693711e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5397402255e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5397402255e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5397402255e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5397402255e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5397402255e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2853249661e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2853249661e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2853249661e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2853249661e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2853249661e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2295239943e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2295239943e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2295239943e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2295239943e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2295239943e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9887561338e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9887561338e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9887561338e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9887561338e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9887561338e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2904957827e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2904957827e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2904957827e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2904957827e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.2904957827e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1182267069e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1182267069e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1182267069e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1182267069e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1182267069e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6522067009e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6522067009e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6522067009e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6522067009e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6522067009e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 2 1
Number of line searches 2
Warning: adding jitter of 2.8169086049e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8169086049e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8169086049e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8169086049e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8169086049e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7278004175e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7278004175e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7278004175e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7278004175e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7278004175e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0279895550e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0279895550e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0279895550e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0279895550e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0279895550e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0138981976e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0138981976e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0138981976e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0138981976e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0138981976e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0209195644e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0209195644e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0209195644e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0209195644e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0209195644e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2620250347e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2620250347e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2620250347e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2620250347e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2620250347e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7114140410e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7114140410e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7114140410e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7114140410e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7114140410e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6497889127e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6497889127e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6497889127e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6497889127e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.6497889127e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2013917436e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2013917436e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2013917436e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2013917436e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2013917436e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9377875434e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9377875434e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9377875434e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9377875434e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9377875434e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1383368601e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1383368601e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1383368601e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1383368601e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.1383368601e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4004681637e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4004681637e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4004681637e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4004681637e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4004681637e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2717556863e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2717556863e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2717556863e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2717556863e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.2717556863e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5794107416e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5794107416e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5794107416e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5794107416e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5794107416e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2464431126e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2464431126e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2464431126e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2464431126e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2464431126e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
Number of line searches 2
Number of line searches 40
2 1 1
Warning: adding jitter of 5.6318155283e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6318155283e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6318155283e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6318155283e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6318155283e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7771778983e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7771778983e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7771778983e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7771778983e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7771778983e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6169336437e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6169336437e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6169336437e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6169336437e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.6169336437e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4924068742e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4924068742e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4924068742e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4924068742e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4924068742e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7884532303e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7884532303e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7884532303e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7884532303e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7884532303e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3669865389e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3669865389e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3669865389e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3669865389e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3669865389e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9570454432e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9570454432e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9570454432e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9570454432e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9570454432e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5538284468e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5538284468e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5538284468e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5538284468e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5538284468e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4875023153e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4875023153e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4875023153e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4875023153e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4875023153e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7697933543e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7697933543e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7697933543e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7697933543e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7697933543e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2910418452e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2910418452e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2910418452e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2910418452e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2910418452e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8550976081e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8550976081e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8550976081e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8550976081e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8550976081e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9220521536e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9220521536e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9220521536e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9220521536e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9220521536e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4589755448e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4589755448e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4589755448e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4589755448e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4589755448e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7472062350e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7472062350e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7472062350e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7472062350e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7472062350e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6078721195e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6078721195e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6078721195e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6078721195e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6078721195e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1355627632e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1355627632e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1355627632e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1355627632e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1355627632e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2729845622e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2729845622e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2729845622e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2729845622e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2729845622e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 3
Warning: adding jitter of 4.7134244280e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7134244280e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7134244280e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7134244280e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.7134244280e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0233043550e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0233043550e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0233043550e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0233043550e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0233043550e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0115850706e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0115850706e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0115850706e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0115850706e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0115850706e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0174278393e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0174278393e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0174278393e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0174278393e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0174278393e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2453043000e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2453043000e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2453043000e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2453043000e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2453043000e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6967572355e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6967572355e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6967572355e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6967572355e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6967572355e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2997338002e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2997338002e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2997338002e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2997338002e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.2997338002e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1761687579e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1761687579e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1761687579e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1761687579e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1761687579e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7820359752e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7820359752e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7820359752e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7820359752e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7820359752e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9889251938e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9889251938e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9889251938e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9889251938e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.9889251938e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4130479729e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4130479729e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4130479729e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4130479729e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4130479729e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0324420178e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0324420178e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0324420178e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0324420178e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0324420178e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4168671421e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4168671421e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4168671421e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4168671421e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4168671421e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3259321606e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3259321606e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3259321606e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3259321606e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.3259321606e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1521816689e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1521816689e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1521816689e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1521816689e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1521816689e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 23
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 2
Number of line searches 40
Number of line searches 2
Warning: adding jitter of 2.1513600899e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1513600899e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1513600899e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1513600899e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1513600899e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5120767942e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5120767942e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5120767942e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5120767942e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5120767942e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0087061157e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0087061157e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0087061157e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0087061157e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.0087061157e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7855452552e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7855452552e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7855452552e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7855452552e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7855452552e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0962379206e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0962379206e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0962379206e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0962379206e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.0962379206e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4154127637e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4154127637e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4154127637e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4154127637e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.4154127637e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3680771053e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3680771053e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3680771053e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3680771053e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3680771053e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5864091788e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5864091788e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5864091788e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5864091788e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5864091788e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9382309605e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9382309605e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9382309605e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9382309605e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9382309605e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2773438246e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2773438246e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2773438246e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2773438246e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2773438246e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9659429433e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9659429433e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9659429433e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9659429433e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.9659429433e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9548087254e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9548087254e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9548087254e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9548087254e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9548087254e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2565591779e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2565591779e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2565591779e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2565591779e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2565591779e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9309699887e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9309699887e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9309699887e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9309699887e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.9309699887e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4629324045e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4629324045e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4629324045e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4629324045e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4629324045e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1822995409e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1822995409e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1822995409e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1822995409e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1822995409e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0940818590e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0940818590e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0940818590e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0940818590e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0940818590e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0760053549e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0760053549e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0760053549e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0760053549e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0760053549e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7987096173e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7987096173e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7987096173e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7987096173e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7987096173e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2200151763e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2200151763e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2200151763e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2200151763e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2200151763e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4721548062e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4721548062e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4721548062e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4721548062e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4721548062e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5478491102e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5478491102e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5478491102e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5478491102e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5478491102e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3790978332e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3790978332e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3790978332e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3790978332e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3790978332e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9443941409e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9443941409e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9443941409e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9443941409e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9443941409e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1850813661e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1850813661e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1850813661e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1850813661e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1850813661e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3998706654e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3998706654e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3998706654e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3998706654e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3998706654e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0800360865e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0800360865e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0800360865e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0800360865e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0800360865e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2381870207e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2381870207e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2381870207e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2381870207e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2381870207e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4820618459e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4820618459e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4820618459e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4820618459e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4820618459e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1192468788e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1192468788e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1192468788e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1192468788e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1192468788e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2984001975e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2984001975e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2984001975e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2984001975e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2984001975e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5756186362e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5756186362e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5756186362e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5756186362e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5756186362e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1636186515e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1636186515e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1636186515e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1636186515e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1636186515e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3667389637e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3667389637e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3667389637e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3667389637e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3667389637e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1726758535e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1726758535e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1726758535e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1726758535e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1726758535e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1611768088e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1611768088e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1611768088e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1611768088e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1611768088e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1357497420e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1357497420e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1357497420e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1357497420e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1357497420e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1230700849e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1230700849e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1230700849e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1230700849e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1230700849e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1173715923e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1173715923e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1173715923e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1173715923e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1173715923e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1113820359e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1113820359e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1113820359e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1113820359e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1113820359e+08 to diagnol of kernel matrix for numerical stability
1 1 1
Number of line searches 27
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 40
Number of line searches 12
Number of line searches 16
Number of line searches 15
3 2 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 2.2799629964e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2799629964e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2799629964e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2799629964e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2799629964e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0886585751e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0886585751e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0886585751e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0886585751e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0886585751e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7360385949e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7360385949e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7360385949e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7360385949e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7360385949e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7425071694e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7425071694e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7425071694e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7425071694e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7425071694e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7531728449e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7531728449e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7531728449e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7531728449e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7531728449e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 8
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Warning: adding jitter of 2.1338096844e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1338096844e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1338096844e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1338096844e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1338096844e+11 to diagnol of kernel matrix for numerical stability
Number of line searches 22
Number of line searches 35
Number of line searches 40
Number of line searches 40
4 2 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 30
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 1.6781829603e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6781829603e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6781829603e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6781829603e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.6781829603e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1739971012e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1739971012e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1739971012e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1739971012e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1739971012e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0136509716e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0136509716e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0136509716e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0136509716e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0136509716e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0068023498e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0068023498e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0068023498e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0068023498e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0068023498e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0102208571e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0102208571e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0102208571e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0102208571e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0102208571e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0050974366e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0050974366e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0050974366e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0050974366e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0050974366e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0076558906e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0076558906e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0076558906e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0076558906e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0076558906e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7285575681e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7285575681e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7285575681e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7285575681e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7285575681e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0524731658e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0524731658e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0524731658e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0524731658e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0524731658e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5812546201e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5812546201e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5812546201e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5812546201e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5812546201e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7152863969e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7152863969e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7152863969e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7152863969e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.7152863969e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0720905289e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0720905289e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0720905289e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0720905289e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0720905289e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8292210712e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8292210712e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8292210712e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8292210712e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8292210712e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5129852523e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5129852523e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5129852523e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5129852523e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5129852523e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4399812012e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4399812012e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4399812012e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4399812012e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4399812012e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4388161563e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4388161563e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4388161563e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4388161563e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.4388161563e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 9.8478573225e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8478573225e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8478573225e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8478573225e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.8478573225e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0903852460e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0903852460e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0903852460e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0903852460e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0903852460e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4327401445e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4327401445e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4327401445e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4327401445e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4327401445e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3707124110e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3707124110e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3707124110e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3707124110e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3707124110e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0010788392e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0010788392e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0010788392e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0010788392e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0010788392e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4733419713e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4733419713e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4733419713e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4733419713e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.4733419713e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4612419690e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4612419690e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4612419690e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4612419690e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4612419690e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7336896026e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7336896026e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7336896026e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7336896026e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7336896026e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4444480910e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4444480910e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4444480910e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4444480910e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4444480910e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7831809466e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7831809466e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7831809466e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7831809466e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.7831809466e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3078999291e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3078999291e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3078999291e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3078999291e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3078999291e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 35
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 39
Number of line searches 40
Number of line searches 35
Number of line searches 12
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Warning: adding jitter of 3.2109804345e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2109804345e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2109804345e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2109804345e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2109804345e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7538228809e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7538228809e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7538228809e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7538228809e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.7538228809e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3645023674e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3645023674e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3645023674e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3645023674e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.3645023674e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0891391451e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0891391451e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0891391451e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0891391451e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0891391451e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0196113565e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0196113565e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0196113565e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0196113565e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0196113565e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7377028965e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7377028965e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7377028965e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7377028965e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7377028965e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2906740057e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2906740057e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2906740057e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2906740057e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2906740057e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0948583393e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0948583393e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0948583393e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0948583393e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0948583393e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9768423668e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9768423668e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9768423668e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9768423668e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9768423668e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1913095945e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1913095945e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1913095945e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1913095945e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.1913095945e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9200961638e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9200961638e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9200961638e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9200961638e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.9200961638e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9625181506e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9625181506e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9625181506e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9625181506e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9625181506e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7337032148e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7337032148e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7337032148e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7337032148e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7337032148e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2884440376e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2884440376e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2884440376e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2884440376e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2884440376e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6640388706e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6640388706e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6640388706e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6640388706e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6640388706e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5635944238e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5635944238e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5635944238e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5635944238e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5635944238e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Warning: adding jitter of 3.7916636516e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7916636516e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7916636516e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7916636516e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.7916636516e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3832012736e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3832012736e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3832012736e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3832012736e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3832012736e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3440567878e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3440567878e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3440567878e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3440567878e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.3440567878e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5187411117e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5187411117e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5187411117e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5187411117e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.5187411117e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9973787219e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9973787219e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9973787219e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9973787219e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9973787219e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9993445731e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9993445731e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9993445731e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9993445731e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9993445731e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8270368682e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8270368682e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8270368682e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8270368682e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.8270368682e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5841049981e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5841049981e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5841049981e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5841049981e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5841049981e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8016576614e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8016576614e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8016576614e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8016576614e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.8016576614e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0514712888e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0514712888e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0514712888e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0514712888e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0514712888e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2802983108e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2802983108e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2802983108e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2802983108e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2802983108e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1746982488e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1746982488e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1746982488e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1746982488e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1746982488e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0046720900e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0046720900e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0046720900e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0046720900e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0046720900e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4353843231e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4353843231e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4353843231e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4353843231e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.4353843231e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1722100428e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1722100428e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1722100428e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1722100428e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.1722100428e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3661930937e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3661930937e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3661930937e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3661930937e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3661930937e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Warning: adding jitter of 5.6778188431e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6778188431e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6778188431e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6778188431e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.6778188431e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 17
Warning: adding jitter of 1.3419358759e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3419358759e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3419358759e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3419358759e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.3419358759e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4334300094e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4334300094e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4334300094e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4334300094e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.4334300094e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1514898704e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1514898704e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1514898704e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1514898704e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.1514898704e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 18
Number of line searches 40
Number of line searches 22
1 1 1
Number of line searches 35
Number of line searches 13
Number of line searches 40
Number of line searches 29
3 2 1
Number of line searches 40
Number of line searches 22
Number of line searches 26
Number of line searches 21
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 1 1
Number of line searches 20
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
4 3 1
Warning: adding jitter of 1.2629324233e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2629324233e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2629324233e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2629324233e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2629324233e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9373061901e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9373061901e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9373061901e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9373061901e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9373061901e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2245642629e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2245642629e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2245642629e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2245642629e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.2245642629e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9037765067e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9037765067e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9037765067e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9037765067e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.9037765067e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5913573835e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5913573835e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5913573835e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5913573835e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5913573835e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1748353661e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1748353661e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1748353661e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1748353661e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1748353661e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2955656928e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2955656928e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2955656928e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2955656928e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2955656928e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0313287079e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0313287079e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0313287079e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0313287079e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0313287079e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3527211512e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3527211512e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3527211512e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3527211512e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.3527211512e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5576998636e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5576998636e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5576998636e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5576998636e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5576998636e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1435278989e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1435278989e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1435278989e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1435278989e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1435278989e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5098362939e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5098362939e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5098362939e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5098362939e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5098362939e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0788496518e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0788496518e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0788496518e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0788496518e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0788496518e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6493490821e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6493490821e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6493490821e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6493490821e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6493490821e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1443001776e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1443001776e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1443001776e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1443001776e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1443001776e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0738101018e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0738101018e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0738101018e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0738101018e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0738101018e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7203860973e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7203860973e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7203860973e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7203860973e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.7203860973e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1773969107e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1773969107e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1773969107e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1773969107e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1773969107e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2300182394e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2300182394e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2300182394e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2300182394e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2300182394e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 3
Warning: adding jitter of 3.3160571639e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3160571639e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3160571639e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3160571639e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.3160571639e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0385548127e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0385548127e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0385548127e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0385548127e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 6.0385548127e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4573471087e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4573471087e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4573471087e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4573471087e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4573471087e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8521195737e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8521195737e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8521195737e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8521195737e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.8521195737e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5604847094e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5604847094e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5604847094e+22 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5604847094e+23 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5604847094e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6951047776e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6951047776e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6951047776e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6951047776e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.6951047776e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1079718005e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1079718005e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1079718005e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1079718005e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.1079718005e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8398637384e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8398637384e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8398637384e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8398637384e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8398637384e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2888687377e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2888687377e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2888687377e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2888687377e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.2888687377e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0521224604e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0521224604e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0521224604e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0521224604e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.0521224604e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6441586896e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6441586896e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6441586896e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6441586896e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.6441586896e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9606501660e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9606501660e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9606501660e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9606501660e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.9606501660e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6711269293e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6711269293e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6711269293e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6711269293e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.6711269293e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1532909702e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1532909702e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1532909702e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1532909702e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1532909702e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3397333113e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3397333113e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3397333113e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3397333113e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.3397333113e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 40
Number of line searches 40
Number of line searches 27
Number of line searches 40
Number of line searches 26
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 19
Number of line searches 34
Number of line searches 40
Number of line searches 40
Number of line searches 24
Number of line searches 21
2 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
3 2 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 27
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 32
Warning: adding jitter of 1.7320147531e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7320147531e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7320147531e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7320147531e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7320147531e+09 to diagnol of kernel matrix for numerical stability
Number of line searches 11
Number of line searches 21
Number of line searches 28
2 1 1
Number of line searches 27
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 19
Number of line searches 26
3 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 38
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Warning: adding jitter of 1.7981176176e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7981176176e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7981176176e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7981176176e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.7981176176e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4111661847e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4111661847e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4111661847e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4111661847e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4111661847e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1839700497e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1839700497e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1839700497e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1839700497e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1839700497e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0881038782e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0881038782e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0881038782e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0881038782e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0881038782e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1350252873e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1350252873e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1350252873e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1350252873e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1350252873e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2092283094e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2092283094e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2092283094e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2092283094e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2092283094e+33 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0996491756e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0996491756e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0996491756e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0996491756e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0996491756e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0692086727e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0692086727e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0692086727e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0692086727e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0692086727e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0711303496e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0711303496e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0711303496e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0711303496e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0711303496e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0701884023e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0701884023e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0701884023e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0701884023e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0701884023e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0677793173e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0677793173e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0677793173e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0677793173e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0677793173e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0665768093e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0665768093e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0665768093e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0665768093e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0665768093e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0660361226e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0660361226e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0660361226e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0660361226e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0660361226e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0657388617e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0657388617e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0657388617e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0657388617e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0657388617e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0655882316e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0655882316e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0655882316e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0655882316e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0655882316e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0653885151e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0653885151e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0653885151e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0653885151e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0653885151e+09 to diagnol of kernel matrix for numerical stability
4 2 1
Number of line searches 40
Warning: adding jitter of 1.0470156714e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0470156714e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0470156714e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0470156714e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0470156714e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0713460511e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0713460511e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0713460511e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0713460511e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0713460511e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5066680772e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5066680772e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5066680772e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5066680772e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.5066680772e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9217126553e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9217126553e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9217126553e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9217126553e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.9217126553e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5569157037e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5569157037e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5569157037e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5569157037e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 4.5569157037e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0761427996e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0761427996e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0761427996e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0761427996e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 3.0761427996e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5462985852e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5462985852e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5462985852e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5462985852e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 5.5462985852e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2610499640e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2610499640e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2610499640e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2610499640e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2610499640e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5306313698e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5306313698e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5306313698e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5306313698e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.5306313698e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2394112932e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2394112932e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2394112932e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2394112932e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.2394112932e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4969933858e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4969933858e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4969933858e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4969933858e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4969933858e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2576879312e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2576879312e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2576879312e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2576879312e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.2576879312e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4661546573e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4661546573e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4661546573e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4661546573e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.4661546573e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1970073293e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1970073293e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1970073293e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1970073293e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.1970073293e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 2
Number of line searches 34
Number of line searches 31
Number of line searches 34
Number of line searches 31
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
2 1 1
Number of line searches 37
Number of line searches 16
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40
1 1 1
Number of line searches 17
Number of line searches 19
Number of line searches 16
Number of line searches 32
1 1 1
Warning: adding jitter of 1.8083706167e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8083706167e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8083706167e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8083706167e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.8083706167e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4318185261e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4318185261e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4318185261e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4318185261e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 2.4318185261e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1992141493e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1992141493e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1992141493e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1992141493e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1992141493e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0950863661e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0950863661e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0950863661e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0950863661e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0950863661e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1459681780e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1459681780e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1459681780e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1459681780e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1459681780e+21 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2267578255e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2267578255e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2267578255e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2267578255e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.2267578255e+33 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1075910010e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1075910010e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1075910010e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1075910010e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.1075910010e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0704990322e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0704990322e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0704990322e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0704990322e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.0704990322e+09 to diagnol of kernel matrix for numerical stability
1 1 1
Number of line searches 40
Number of line searches 40
Number of line searches 25
Number of line searches 32
3 1 1
Number of line searches 40
Number of line searches 40
Warning: adding jitter of 1.5837387793e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5837387793e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5837387793e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5837387793e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.5837387793e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9930827319e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9930827319e+15 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9930827319e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9930827319e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 1.9930827319e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8979096104e+24 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8979096104e+25 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8979096104e+26 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8979096104e+27 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.8979096104e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4328731627e+08 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4328731627e+09 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4328731627e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4328731627e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.4328731627e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1614874758e+16 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1614874758e+17 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1614874758e+18 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1614874758e+19 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.1614874758e+20 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7689781585e+28 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7689781585e+29 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7689781585e+30 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7689781585e+31 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 8.7689781585e+32 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3642822248e+10 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3642822248e+11 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3642822248e+12 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3642822248e+13 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.3642822248e+14 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5717932098e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5717932098e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5717932098e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5717932098e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 9.5717932098e+08 to diagnol of kernel matrix for numerical stability
3 1 1
Number of line searches 14
Number of line searches 40
Number of line searches 16
Warning: adding jitter of 7.0394101384e+04 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0394101384e+05 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0394101384e+06 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0394101384e+07 to diagnol of kernel matrix for numerical stability
Warning: adding jitter of 7.0394101384e+08 to diagnol of kernel matrix for numerical stability
Number of line searches 18
Number of line searches 40
Number of line searches 40
Number of line searches 40
Number of line searches 40

In [34]:

    

all_tests


    

    
Out[34]:






  

    

      

      
Direction
      
Rank
      
P_value Independence X and Y
      
Vars
      
Truth
    
  
  

    

      
0
      
Leakage
      
1.09734e-19
      
1.13135e-283
      
leak_0_0
      
leak
    
    

      
1
      
Independent
      
-0.00012068
      
0.151643
      
independent_X_2_0
      
independent
    
    

      
2
      
No Leakage
      
-0.00159494
      
2.11024e-62
      
cause_X_1_0
      
cause
    
    

      
3
      
No Leakage
      
-0.00576176
      
2.46525e-45
      
cause_X_0_0
      
cause
    
    

      
4
      
Independent
      
4.43678e-08
      
0.317931
      
independent_X_3_1
      
independent
    
    

      
5
      
Leakage
      
3.85926e-12
      
0.00220046
      
independent_X_2_1
      
independent
    
    

      
6
      
No Leakage
      
-1.17917e-08
      
3.01675e-291
      
leak_0_1
      
leak
    
    

      
7
      
Independent
      
-1.99004e-07
      
0.303535
      
independent_X_0_1
      
independent
    
    

      
8
      
No Leakage
      
-4.90356e-07
      
6.0663e-185
      
cause_X_1_1
      
cause
    
    

      
9
      
Leakage
      
1.58785e-05
      
5.54502e-193
      
leak_0_2
      
leak
    
    

      
10
      
Independent
      
1.33873e-08
      
0.813374
      
independent_X_0_2
      
independent
    
    

      
11
      
No Leakage
      
-6.18661e-11
      
4.37427e-210
      
cause_X_1_2
      
cause
    
    

      
12
      
Leakage
      
6.80341e-09
      
2.53431e-260
      
leak_0_3
      
leak
    
    

      
13
      
No Leakage
      
-2.04302e-07
      
3.46891e-220
      
cause_X_0_3
      
cause
    
    

      
14
      
Leakage
      
0.0140301
      
2.29904e-121
      
leak_0_4
      
leak
    
    

      
15
      
Leakage
      
2.36031e-05
      
2.4408e-131
      
cause_X_0_4
      
cause
    
    

      
16
      
Independent
      
-4.97056e-08
      
0.639511
      
independent_X_1_4
      
independent
    
    

      
17
      
No Leakage
      
-0.000733888
      
6.3263e-23
      
cause_X_2_4
      
cause
    
    

      
18
      
Independent
      
4.85648e-07
      
0.339068
      
independent_X_1_5
      
independent
    
    

      
19
      
Independent
      
5.93985e-08
      
0.679654
      
independent_X_3_5
      
independent
    
    

      
20
      
Leakage
      
1.61332e-09
      
7.24796e-252
      
leak_0_5
      
leak
    
    

      
21
      
Independent
      
-5.02982e-09
      
0.340657
      
independent_X_0_5
      
independent
    
    

      
22
      
No Leakage
      
-5.57609e-09
      
1.11716e-223
      
cause_X_2_5
      
cause
    
    

      
23
      
Independent
      
6.15272e-11
      
0.978289
      
independent_X_1_6
      
independent
    
    

      
24
      
Leakage
      
9.18945e-20
      
1.42598e-232
      
leak_0_6
      
leak
    
    

      
25
      
No Leakage
      
-2.44571e-08
      
5.03029e-214
      
cause_X_2_6
      
cause
    
    

      
26
      
Independent
      
-6.58014e-05
      
0.145525
      
independent_X_0_6
      
independent
    
    

      
27
      
No Leakage
      
-2.55415e-19
      
7.08434e-235
      
leak_0_7
      
leak
    
    

      
28
      
Independent
      
-3.08698e-11
      
0.737033
      
independent_X_1_7
      
independent
    
    

      
29
      
No Leakage
      
-0.00842976
      
3.19308e-71
      
cause_X_0_7
      
cause
    
    

      
...
      
...
      
...
      
...
      
...
      
...
    
    

      
298
      
No Leakage
      
-0.0045894
      
2.20961e-60
      
cause_X_2_86
      
cause
    
    

      
299
      
Leakage
      
0.0366005
      
5.45789e-92
      
leak_0_87
      
leak
    
    

      
300
      
Leakage
      
7.17921e-09
      
4.67657e-218
      
cause_X_0_87
      
cause
    
    

      
301
      
Independent
      
8.54846e-10
      
0.472625
      
independent_X_1_88
      
independent
    
    

      
302
      
No Leakage
      
-2.10666e-09
      
1.55922e-204
      
cause_X_0_88
      
cause
    
    

      
303
      
No Leakage
      
-1.74908e-07
      
9.45741e-181
      
leak_0_88
      
leak
    
    

      
304
      
No Leakage
      
-1.24087e-09
      
0
      
leak_0_89
      
leak
    
    

      
305
      
No Leakage
      
-1.5573e-07
      
3.28517e-193
      
cause_X_0_89
      
cause
    
    

      
306
      
Leakage
      
1.76763e-07
      
6.94819e-206
      
leak_0_90
      
leak
    
    

      
307
      
Independent
      
2.68231e-09
      
0.582121
      
independent_X_2_90
      
independent
    
    

      
308
      
Independent
      
-5.1304e-10
      
0.485971
      
independent_X_1_90
      
independent
    
    

      
309
      
No Leakage
      
-0.0097692
      
4.38399e-98
      
cause_X_0_90
      
cause
    
    

      
310
      
No Leakage
      
-4.99515e-08
      
8.22773e-198
      
leak_0_91
      
leak
    
    

      
311
      
No Leakage
      
-0.00718848
      
4.3205e-84
      
cause_X_0_91
      
cause
    
    

      
312
      
Leakage
      
0.000598959
      
9.51887e-151
      
cause_X_3_93
      
cause
    
    

      
313
      
Independent
      
-4.9339e-08
      
0.703315
      
independent_X_1_93
      
independent
    
    

      
314
      
Independent
      
-4.19978e-07
      
1
      
leak_0_93
      
leak
    
    

      
315
      
Independent
      
-6.9661e-07
      
0.503292
      
independent_X_0_93
      
independent
    
    

      
316
      
No Leakage
      
-0.00225804
      
1.08247e-13
      
cause_X_2_93
      
cause
    
    

      
317
      
Independent
      
1.40589e-08
      
0.502685
      
independent_X_0_94
      
independent
    
    

      
318
      
Leakage
      
1.99987e-09
      
8.661e-258
      
leak_0_94
      
leak
    
    

      
319
      
No Leakage
      
-2.71553e-08
      
1.45825e-222
      
cause_X_1_94
      
cause
    
    

      
320
      
No Leakage
      
-7.95246e-09
      
0
      
leak_0_95
      
leak
    
    

      
321
      
No Leakage
      
-1.32007e-07
      
2.32143e-203
      
cause_X_0_95
      
cause
    
    

      
322
      
Leakage
      
0.0142695
      
6.01579e-96
      
leak_0_97
      
leak
    
    

      
323
      
No Leakage
      
-2.25725e-09
      
1.30231e-221
      
cause_X_0_97
      
cause
    
    

      
324
      
Independent
      
8.73485e-11
      
0.305534
      
independent_X_1_99
      
independent
    
    

      
325
      
No Leakage
      
-1.32423e-10
      
5.23605e-223
      
leak_0_99
      
leak
    
    

      
326
      
No Leakage
      
-1.10305e-08
      
4.8362e-223
      
cause_X_2_99
      
cause
    
    

      
327
      
Independent
      
-1.00722e-07
      
0.526777
      
independent_X_0_99
      
independent
    
  

328 rows × 5 columns

In [35]:

    

# OVERALL ACCURACY
all_truth = all_tests['Truth'] == 'leak'
accuracy_leak = ((all_tests['Direction'] == 'Leakage') & all_truth).sum() / float(all_truth.sum())

all_truth = all_tests['Truth'] == 'independent'
accuracy_independent = ((all_tests['Direction'] == 'Independent') & all_truth).sum() / float(all_truth.sum())

all_truth = (all_tests['Truth'] == 'cause')
accuracy_cause = ((all_tests['Direction'] == 'No Leakage') & all_truth).sum() / float(all_truth.sum())

accuracy_leak, accuracy_independent, accuracy_cause


    

In [36]:

    

accuracy_leak, accuracy_independent, accuracy_cause


    

    
Out[36]:





(0.63736263736263732, 0.94782608695652171, 0.66393442622950816)

In [ ]:

    

# ACCURACY By DATASET  SIZE
for SIZE in set(SIZES):
    test_sub = all_tests.ix[all_tests['Size'] == SIZE]
    all_truth = all_tests['Truth'] == 'leak'
    accuracy_leak = ((all_tests['Direction'] == 'Leakage') & all_truth).sum() / float(all_truth.sum())

    all_truth = all_tests['Truth'] == 'independent'
    accuracy_independent = ((all_tests['Direction'] == 'Independent') & all_truth).sum() / float(all_truth.sum())

    all_truth = (all_tests['Truth'] == 'cause')
    accuracy_cause = ((all_tests['Direction'] == 'No Leakage') & all_truth).sum() / float(all_truth.sum())
    
    print 'SIZE', SIZE, accuracy_leak, accuracy_independent, accuracy_cause


    

In [ ]:

    

hsic = it.HSIC_b((Y['values'] - all_features['leak_0']['values']).astype('float'), Y['values'].astype('float'))


    

In [ ]:

    

hsic.empirical_test()


    

In [ ]:

    

hsic = it.HSIC_b((Y['values'] - all_features['X_0']['values']).astype('float'), Y['values'].astype('float'))


    

In [ ]:

    

hsic.empirical_test()


    

In [ ]:

    

non_gaussian_noise()


    

In [ ]: