Parameter Estimation Nrtl Using Unit Model Solution

Jupyter Notebook source file

Parameter Estimation Using Flash Unit Model¶

In this module, we will be using Pyomo's parmest tool in conjuction with IDAES models for parameter estimation. We demonstrate these tools by estimating the parameters associated with the NRTL property model for a benzene-toluene mixture. The NRTL model has 2 sets of parameters: the non-randomness parameter (alpha_ij) and the binary interaction parameter (tau_ij), where i and j is the pure component species. In this example, we will be only estimate the binary interaction parameter (tau_ij) for a given dataset. When estimating parameters associated with the property package, IDAES provides the flexibility of doing the parameter estimation by just using the state block or by using a unit model with a specified property package. This module will demonstrate parameter estimation by using the flash unit model with the NRTL property package.

We will complete the following tasks:

• Set up a method to return an initialized model
• Set up the parameter estimation problem using parmest
• Analyze the results
• Demonstrate advanced features from parmest

Key links to documentation:¶

• NRTL Model - https://idaes-pse.readthedocs.io/en/stable/
• parmest - https://pyomo.readthedocs.io/en/stable/contributed_packages/parmest/index.html

Inline Exercise: import `ConcreteModel` from Pyomo, `FlowsheetBlock` and `Flash` from IDAES.

In [1]:

# Todo: import ConcreteModel from pyomo.environ
from pyomo.environ import ConcreteModel, value

# Todo: import FlowsheetBlock from idaes.core
from idaes.core import FlowsheetBlock

# Todo: import Flash unit model from idaes.generic_models.unit_models
from idaes.generic_models.unit_models import Flash

In the next cell, we will be importing the parameter block that we will be using in this module and the idaes logger.

In [2]:

from idaes.generic_models.properties.activity_coeff_models.\
    BTX_activity_coeff_VLE import BTXParameterBlock
import idaes.logger as idaeslog

In the next cell, we import parmest from Pyomo and the pandas package. We need pandas as parmest uses pandas.dataframe for handling the input data and the results.

In [3]:

import pyomo.contrib.parmest.parmest as parmest
import pandas as pd

Setting up an initialized model¶

We need to provide a method that returns an initialized model to the parmest tool in Pyomo.

Inline Exercise: Using what you have learned from previous modules, fill in the missing code below to return an initialized IDAES model.

In [4]:

def NRTL_model(data):
    
    #Todo: Create a ConcreteModel object
    m = ConcreteModel()
    
    #Todo: Create FlowsheetBlock object
    m.fs = FlowsheetBlock(default={"dynamic": False})
    

    #Todo: Create a properties parameter object with the following options:
    # "valid_phase": ('Liq', 'Vap')
    # "activity_coeff_model": 'NRTL'
    m.fs.properties = BTXParameterBlock(default={"valid_phase":
                                                 ('Liq', 'Vap'),
                                                 "activity_coeff_model":
                                                 'NRTL'})
    m.fs.flash = Flash(default={"property_package": m.fs.properties})

    # Initialize at a certain inlet condition
    m.fs.flash.inlet.flow_mol.fix(1)
    m.fs.flash.inlet.temperature.fix(368)
    m.fs.flash.inlet.pressure.fix(101325)
    m.fs.flash.inlet.mole_frac_comp[0, "benzene"].fix(0.5)
    m.fs.flash.inlet.mole_frac_comp[0, "toluene"].fix(0.5)

    # Set Flash unit specifications
    m.fs.flash.heat_duty.fix(0)
    m.fs.flash.deltaP.fix(0)

    # Fix NRTL specific variables
    # alpha values (set at 0.3)
    m.fs.properties.\
        alpha["benzene", "benzene"].fix(0)
    m.fs.properties.\
        alpha["benzene", "toluene"].fix(0.3)
    m.fs.properties.\
        alpha["toluene", "toluene"].fix(0)
    m.fs.properties.\
        alpha["toluene", "benzene"].fix(0.3)

    # initial tau values
    m.fs.properties.\
        tau["benzene", "benzene"].fix(0)
    m.fs.properties.\
        tau["benzene", "toluene"].fix(-0.9)
    m.fs.properties.\
        tau["toluene", "toluene"].fix(0)
    m.fs.properties.\
        tau["toluene", "benzene"].fix(1.4)

    # Initialize the flash unit
    m.fs.flash.initialize(outlvl=idaeslog.INFO_LOW)

    # Fix at actual temperature
    m.fs.flash.inlet.temperature.fix(float(data["temperature"]))

    # Set bounds on variables to be estimated
    m.fs.properties.\
        tau["benzene", "toluene"].setlb(-5)
    m.fs.properties.\
        tau["benzene", "toluene"].setub(5)

    m.fs.properties.\
        tau["toluene", "benzene"].setlb(-5)
    m.fs.properties.\
        tau["toluene", "benzene"].setub(5)

    # Return initialized flash model
    return m

Parameter estimation using parmest¶

In addition to providing a method to return an initialized model, the parmest tool needs the following:

• List of variable names to be estimated
• Dataset with multiple scenarios
• Expression to compute the sum of squared errors

In this example, we only estimate the binary interaction parameter (tau_ij). Given that this variable is usually indexed as tau_ij = Var(component_list, component_list), there are 2*2=4 degrees of freedom. However, when i=j, the binary interaction parameter is 0. Therefore, in this problem, we estimate the binary interaction parameter for the following variables only:

• fs.properties.tau['benzene', 'toluene']
• fs.properties.tau['toluene', 'benzene']

Inline Exercise: Create a list called `variable_name` with the above-mentioned variables declared as strings.

In [5]:

# Todo: Create a list of vars to estimate
variable_name = ["fs.properties.tau['benzene', 'toluene']",
                 "fs.properties.tau['toluene', 'benzene']"]

Pyomo's parmest tool supports the following data formats:

• pandas dataframe
• list of dictionaries
• list of json file names.

Please see the documentation for more details.

For this example, we load data from the csv file BT_NRTL_dataset.csv. The dataset consists of fifty data points which provide the mole fraction of benzene in the vapor and liquid phase as a function of temperature.

In [6]:

# Load data from csv
data = pd.read_csv('BT_NRTL_dataset.csv')

# Display the dataset
display(data)

	temperature	liq_benzene	vap_benzene
0	365.500000	0.480953	0.692110
1	365.617647	0.462444	0.667699
2	365.735294	0.477984	0.692441
3	365.852941	0.440547	0.640336
4	365.970588	0.427421	0.623328
5	366.088235	0.442725	0.647796
6	366.205882	0.434374	0.637691
7	366.323529	0.444642	0.654933
8	366.441176	0.427132	0.631229
9	366.558824	0.446301	0.661743
10	366.676471	0.438004	0.651591
11	366.794118	0.425320	0.634814
12	366.911765	0.439435	0.658047
13	367.029412	0.435655	0.654539
14	367.147059	0.401350	0.604987
15	367.264706	0.397862	0.601703
16	367.382353	0.415821	0.630930
17	367.500000	0.420667	0.640380
18	367.617647	0.391683	0.598214
19	367.735294	0.404903	0.620432
20	367.852941	0.409563	0.629626
21	367.970588	0.389488	0.600722
22	368.000000	0.396789	0.612483
23	368.088235	0.398162	0.616106
24	368.205882	0.362340	0.562505
25	368.323529	0.386958	0.602680
26	368.441176	0.363643	0.568210
27	368.558824	0.368118	0.577072
28	368.676471	0.384098	0.604078
29	368.794118	0.353605	0.557925
30	368.911765	0.346474	0.548445
31	369.029412	0.350741	0.556996
32	369.147059	0.362347	0.577286
33	369.264706	0.362578	0.579519
34	369.382353	0.340765	0.546411
35	369.500000	0.337462	0.542857
36	369.617647	0.355729	0.574083
37	369.735294	0.348679	0.564513
38	369.852941	0.338187	0.549284
39	369.970588	0.324360	0.528514
40	370.088235	0.310753	0.507964
41	370.205882	0.311037	0.510055
42	370.323529	0.311263	0.512055
43	370.441176	0.308081	0.508437
44	370.558824	0.308224	0.510293
45	370.676471	0.318148	0.528399
46	370.794118	0.308334	0.513728
47	370.911765	0.317937	0.531410
48	371.029412	0.289149	0.484824
49	371.147059	0.298637	0.502318

We need to provide a method to return an expression to compute the sum of squared errors that will be used as the objective in solving the parameter estimation problem. For this problem, the error will be computed for the mole fraction of benzene in the vapor and liquid phase between the model prediction and data.

Inline Exercise: Complete the following cell by adding an expression to compute the sum of square errors.

In [7]:

# Create method to return an expression that computes the sum of squared error
def SSE(m, data):
    # Todo: Add expression for computing the sum of squared errors in mole fraction of benzene in the liquid
    # and vapor phase. For example, the squared error for the vapor phase is:
    # (float(data["vap_benzene"]) - m.fs.flash.vap_outlet.mole_frac_comp[0, "benzene"])**2
    expr = ((float(data["vap_benzene"]) -
             m.fs.flash.vap_outlet.mole_frac_comp[0, "benzene"])**2 +
            (float(data["liq_benzene"]) -
             m.fs.flash.liq_outlet.mole_frac_comp[0, "benzene"])**2)
    return expr*1E4

Note: Notice that we have scaled the expression up by a factor of 10000 as the SSE computed here will be an extremely small number given that we are using the difference in mole fraction in our expression. A well-scaled objective will help improve solve robustness when using IPOPT.

We are now ready to set up the parameter estimation problem. We will create a parameter estimation object called pest. As shown below, we pass the method that returns an initialized model, dataset, list of variable names to estimate, and the SSE expression to the Estimator object. tee=True will print the solver output after solving the parameter estimation problem.

In [8]:

# Initialize a parameter estimation object
pest = parmest.Estimator(NRTL_model, data, variable_name, SSE, tee=True)

# Run parameter estimation using all data
obj_value, parameters = pest.theta_est()

Ipopt 3.13.2: 

******************************************************************************
This program contains Ipopt, a library for large-scale nonlinear optimization.
 Ipopt is released as open source code under the Eclipse Public License (EPL).
         For more information visit http://projects.coin-or.org/Ipopt

This version of Ipopt was compiled from source code available at
    https://github.com/IDAES/Ipopt as part of the Institute for the Design of
    Advanced Energy Systems Process Systems Engineering Framework (IDAES PSE
    Framework) Copyright (c) 2018-2019. See https://github.com/IDAES/idaes-pse.

This version of Ipopt was compiled using HSL, a collection of Fortran codes
    for large-scale scientific computation.  All technical papers, sales and
    publicity material resulting from use of the HSL codes within IPOPT must
    contain the following acknowledgement:
        HSL, a collection of Fortran codes for large-scale scientific
        computation. See http://www.hsl.rl.ac.uk.
******************************************************************************

This is Ipopt version 3.13.2, running with linear solver ma27.

Number of nonzeros in equality constraint Jacobian...:    10950
Number of nonzeros in inequality constraint Jacobian.:        0
Number of nonzeros in Lagrangian Hessian.............:     6000

Total number of variables............................:     2952
                     variables with only lower bounds:      150
                variables with lower and upper bounds:      600
                     variables with only upper bounds:        0
Total number of equality constraints.................:     2950
Total number of inequality constraints...............:        0
        inequality constraints with only lower bounds:        0
   inequality constraints with lower and upper bounds:        0
        inequality constraints with only upper bounds:        0

iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
   0  6.0671019e+01 5.63e+02 1.08e-04  -1.0 0.00e+00    -  0.00e+00 0.00e+00   0
   1  5.0339335e+00 1.57e+03 7.47e+01  -1.0 1.37e+04    -  9.45e-01 1.00e+00h  1
   2  5.1535704e+00 1.93e+02 4.59e+02  -1.0 5.54e+02  -4.0 9.90e-01 1.00e+00h  1
   3  5.1392848e+00 1.07e+00 3.40e+01  -1.0 6.17e+01  -4.5 9.92e-01 1.00e+00h  1
   4  5.1359488e+00 3.65e+02 2.24e+01  -1.0 8.41e+02    -  1.00e+00 1.00e+00h  1
   5  5.1198699e+00 1.64e+00 1.32e-01  -1.0 3.65e+02    -  1.00e+00 1.00e+00h  1
   6  5.0735545e+00 1.54e+02 1.83e-01  -2.5 3.80e+02    -  9.96e-01 1.00e+00h  1
   7  5.0752210e+00 1.03e+01 5.00e-02  -2.5 9.51e+01    -  1.00e+00 1.00e+00h  1
   8  5.0750012e+00 5.57e-03 2.07e-05  -2.5 2.09e-01    -  1.00e+00 1.00e+00h  1
   9  5.0749679e+00 5.85e-02 7.21e-04  -3.8 8.43e+00    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  10  5.0749686e+00 5.59e-04 1.05e-05  -5.7 9.63e-01    -  1.00e+00 1.00e+00h  1
  11  5.0749686e+00 3.99e-08 1.56e-09  -8.6 7.56e-03    -  1.00e+00 1.00e+00h  1

Number of Iterations....: 11

                                   (scaled)                 (unscaled)
Objective...............:   5.0749685783044711e+00    5.0749685783044711e+00
Dual infeasibility......:   1.5648773281580123e-09    1.5648773281580123e-09
Constraint violation....:   1.3858805184802086e-10    3.9901351556181908e-08
Complementarity.........:   2.5074825419995357e-09    2.5074825419995357e-09
Overall NLP error.......:   2.5074825419995357e-09    3.9901351556181908e-08


Number of objective function evaluations             = 12
Number of objective gradient evaluations             = 12
Number of equality constraint evaluations            = 12
Number of inequality constraint evaluations          = 0
Number of equality constraint Jacobian evaluations   = 12
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations             = 11
Total CPU secs in IPOPT (w/o function evaluations)   =      0.032
Total CPU secs in NLP function evaluations           =      0.026

EXIT: Optimal Solution Found.


You will notice that the resulting parameter estimation problem, when using the flash unit model, will have 2952 variables and 2950 constraints. This is because the unit models in IDAES use control volume blocks which have two state blocks attached; one at the inlet and one at the outlet. Even though there are two state blocks, they still use the same parameter block i.e. m.fs.properties in our example which is where our parameters that need to be estimated exist.

Let us display the results by running the next cell.

In [9]:

print("The SSE at the optimal solution is %0.6f" % (obj_value*1e-4))
print()
print("The values for the parameters are as follows:")
for k,v in parameters.items():
    print(k, "=", v)

The SSE at the optimal solution is 0.000507

The values for the parameters are as follows:
fs.properties.tau[benzene,toluene] = -0.8987624039723711
fs.properties.tau[toluene,benzene] = 1.410486110660447

Using the data that was provided, we have estimated the binary interaction parameters in the NRTL model for a benzene-toluene mixture. Although the dataset that was provided was temperature dependent, in this example we have estimated a single value that fits best for all temperatures.

Advanced options for parmest: bootstrapping¶

Pyomo's parmest tool allows for bootstrapping where the parameter estimation is repeated over n samples with resampling from the original data set. Parameter estimation with bootstrap resampling can be used to identify confidence regions around each parameter estimate. This analysis can be slow given the increased number of model instances that need to be solved. In the following cell, we run the parameter estimation with 10 bootstrap samples from the given dataset. We then plot the parameter estimates along with an confidence regions using rectangular and multivariate normal distributions.

In [10]:

# Run parameter estimation using bootstrap resample of the data (10 samples),
# plot results along with confidence regions
bootstrap_theta = pest.theta_est_bootstrap(4)

Ipopt 3.13.2: 

******************************************************************************
This program contains Ipopt, a library for large-scale nonlinear optimization.
 Ipopt is released as open source code under the Eclipse Public License (EPL).
         For more information visit http://projects.coin-or.org/Ipopt

This version of Ipopt was compiled from source code available at
    https://github.com/IDAES/Ipopt as part of the Institute for the Design of
    Advanced Energy Systems Process Systems Engineering Framework (IDAES PSE
    Framework) Copyright (c) 2018-2019. See https://github.com/IDAES/idaes-pse.

This version of Ipopt was compiled using HSL, a collection of Fortran codes
    for large-scale scientific computation.  All technical papers, sales and
    publicity material resulting from use of the HSL codes within IPOPT must
    contain the following acknowledgement:
        HSL, a collection of Fortran codes for large-scale scientific
        computation. See http://www.hsl.rl.ac.uk.
******************************************************************************

This is Ipopt version 3.13.2, running with linear solver ma27.

Number of nonzeros in equality constraint Jacobian...:    10950
Number of nonzeros in inequality constraint Jacobian.:        0
Number of nonzeros in Lagrangian Hessian.............:     6000

Total number of variables............................:     2952
                     variables with only lower bounds:      150
                variables with lower and upper bounds:      600
                     variables with only upper bounds:        0
Total number of equality constraints.................:     2950
Total number of inequality constraints...............:        0
        inequality constraints with only lower bounds:        0
   inequality constraints with lower and upper bounds:        0
        inequality constraints with only upper bounds:        0

iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
   0  5.6141547e+01 5.63e+02 1.09e-04  -1.0 0.00e+00    -  0.00e+00 0.00e+00   0
   1  4.3800292e+00 1.53e+03 7.19e+01  -1.0 1.37e+04    -  9.52e-01 1.00e+00h  1
   2  4.3983083e+00 1.72e+02 3.16e+02  -1.0 4.06e+02  -4.0 9.90e-01 1.00e+00h  1
   3  4.3938595e+00 1.08e+00 2.52e+01  -1.0 1.09e+01  -4.5 9.92e-01 1.00e+00h  1
   4  4.4276795e+00 2.20e+02 2.62e+00  -1.0 6.23e+02    -  1.00e+00 1.00e+00h  1
   5  4.4229758e+00 2.13e+00 5.01e-03  -1.0 6.25e+00    -  1.00e+00 1.00e+00h  1
   6  4.3755189e+00 1.64e+02 8.78e-02  -2.5 3.91e+02    -  9.95e-01 1.00e+00h  1
   7  4.3743948e+00 3.44e+00 2.06e-03  -2.5 3.09e+01    -  1.00e+00 1.00e+00h  1
   8  4.3742645e+00 5.08e-02 2.78e-05  -3.8 8.99e+00    -  1.00e+00 1.00e+00h  1
   9  4.3742642e+00 1.80e-04 1.01e-07  -5.7 5.02e-01    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  10  4.3742642e+00 2.99e-08 1.68e-11  -8.6 6.34e-03    -  1.00e+00 1.00e+00h  1

Number of Iterations....: 10

                                   (scaled)                 (unscaled)
Objective...............:   4.3742641999764347e+00    4.3742641999764347e+00
Dual infeasibility......:   1.6791457113640718e-11    1.6791457113640718e-11
Constraint violation....:   1.0394103888601565e-10    2.9918737709522247e-08
Complementarity.........:   2.5072916376231207e-09    2.5072916376231207e-09
Overall NLP error.......:   2.5072916376231207e-09    2.9918737709522247e-08


Number of objective function evaluations             = 11
Number of objective gradient evaluations             = 11
Number of equality constraint evaluations            = 11
Number of inequality constraint evaluations          = 0
Number of equality constraint Jacobian evaluations   = 11
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations             = 10
Total CPU secs in IPOPT (w/o function evaluations)   =      0.031
Total CPU secs in NLP function evaluations           =      0.025

EXIT: Optimal Solution Found.
Ipopt 3.13.2: 

******************************************************************************
This program contains Ipopt, a library for large-scale nonlinear optimization.
 Ipopt is released as open source code under the Eclipse Public License (EPL).
         For more information visit http://projects.coin-or.org/Ipopt

This version of Ipopt was compiled from source code available at
    https://github.com/IDAES/Ipopt as part of the Institute for the Design of
    Advanced Energy Systems Process Systems Engineering Framework (IDAES PSE
    Framework) Copyright (c) 2018-2019. See https://github.com/IDAES/idaes-pse.

This version of Ipopt was compiled using HSL, a collection of Fortran codes
    for large-scale scientific computation.  All technical papers, sales and
    publicity material resulting from use of the HSL codes within IPOPT must
    contain the following acknowledgement:
        HSL, a collection of Fortran codes for large-scale scientific
        computation. See http://www.hsl.rl.ac.uk.
******************************************************************************

This is Ipopt version 3.13.2, running with linear solver ma27.

Number of nonzeros in equality constraint Jacobian...:    10950
Number of nonzeros in inequality constraint Jacobian.:        0
Number of nonzeros in Lagrangian Hessian.............:     6000

Total number of variables............................:     2952
                     variables with only lower bounds:      150
                variables with lower and upper bounds:      600
                     variables with only upper bounds:        0
Total number of equality constraints.................:     2950
Total number of inequality constraints...............:        0
        inequality constraints with only lower bounds:        0
   inequality constraints with lower and upper bounds:        0
        inequality constraints with only upper bounds:        0

iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
   0  6.6486014e+01 5.63e+02 2.04e-04  -1.0 0.00e+00    -  0.00e+00 0.00e+00   0
   1  3.4110648e+00 1.52e+03 6.57e+01  -1.0 1.37e+04    -  9.53e-01 1.00e+00h  1
   2  3.3871711e+00 9.84e+01 2.43e+02  -1.0 3.73e+02  -4.0 9.90e-01 1.00e+00h  1
   3  3.3762282e+00 2.09e+00 4.36e+01  -1.0 1.65e+02    -  9.92e-01 1.00e+00h  1
   4  3.3951775e+00 1.06e+02 2.15e+01  -1.0 7.32e+02    -  1.00e+00 5.00e-01h  2
   5  3.3844116e+00 1.62e+01 2.88e-01  -1.0 3.08e+02    -  1.00e+00 1.00e+00h  1
   6  3.3539613e+00 3.77e+01 2.00e-01  -1.7 2.35e+02    -  1.00e+00 1.00e+00h  1
   7  3.3680311e+00 2.41e+01 2.22e-01  -1.7 2.24e+02    -  1.00e+00 1.00e+00h  1
   8  3.3538242e+00 2.28e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
   9  3.3680205e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  10  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  11  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  12  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  13  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  14  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  15  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
  16  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
  17  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  18  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  19  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  20  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  21  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  22  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  23  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  24  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  25  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  26  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  27  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  28  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
  29  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  30  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  31  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  32  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  33  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  34  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  35  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  36  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  37  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
  38  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
  39  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  40  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  41  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  42  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  43  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  44  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  45  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
  46  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
  47  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  48  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  49  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  50  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  51  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  52  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  53  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  54  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  55  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  56  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  57  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  58  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
  59  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  60  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  61  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  62  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  63  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  64  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  65  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  66  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  67  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
  68  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
  69  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  70  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  71  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  72  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  73  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  74  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  75  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
  76  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
  77  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  78  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  79  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  80  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  81  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
  82  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  83  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  84  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  85  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  86  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  87  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  88  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
  89  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  90  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  91  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
  92  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
  93  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  94  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  95  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
  96  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
  97  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
  98  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
  99  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 100  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 101  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 102  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 103  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 104  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 105  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 106  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 107  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 108  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 109  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 110  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 111  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 112  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 113  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 114  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 115  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 116  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 117  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 118  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 119  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 120  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 121  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 122  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 123  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 124  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 125  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 126  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 127  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 128  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 129  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 130  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 131  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 132  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 133  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 134  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 135  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 136  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 137  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 138  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 139  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 140  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 141  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 142  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 143  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 144  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 145  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 146  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 147  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 148  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 149  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 150  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 151  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 152  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 153  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 154  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 155  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 156  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 157  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 158  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 159  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 160  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 161  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 162  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 163  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 164  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 165  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 166  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 167  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 168  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 169  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 170  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 171  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 172  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 173  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 174  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 175  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 176  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 177  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 178  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 179  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 180  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 181  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 182  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 183  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 184  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 185  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 186  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 187  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 188  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 189  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 190  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 191  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 192  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 193  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 194  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 195  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 196  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 197  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 198  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 199  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 200  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 201  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 202  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 203  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 204  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 205  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 206  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 207  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 208  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 209  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 210  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 211  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 212  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 213  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 214  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 215  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 216  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 217  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 218  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 219  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 220  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 221  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 222  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 223  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 224  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 225  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 226  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 227  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 228  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 229  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 230  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 231  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 232  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 233  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 234  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 235  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 236  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 237  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 238  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 239  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 240  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 241  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 242  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 243  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 244  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 245  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 246  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 247  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 248  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 249  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 250  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 251  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 252  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 253  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 254  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 255  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 256  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 257  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 258  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 259  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 260  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 261  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 262  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 263  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 264  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 265  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 266  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 267  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 268  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 269  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 270  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 271  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 272  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 273  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 274  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 275  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 276  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 277  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 278  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 279  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 280  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 281  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 282  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 283  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 284  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 285  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 286  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 287  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 288  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 289  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 290  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 291  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 292  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 293  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 294  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 295  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 296  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 297  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 298  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 299  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 300  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 301  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 302  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 303  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 304  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 305  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 306  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 307  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 308  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 309  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 310  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 311  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 312  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 313  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 314  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 315  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 316  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 317  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 318  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 319  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 320  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 321  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 322  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 323  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 324  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 325  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 326  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 327  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 328  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 329  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 330  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 331  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 332  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 333  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 334  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 335  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 336  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 337  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 338  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 339  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 340  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 341  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 342  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 343  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 344  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 345  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 346  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 347  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 348  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 349  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 350  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 351  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 352  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 353  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 354  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 355  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 356  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 357  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 358  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 359  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 360  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 361  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 362  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 363  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 364  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 365  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 366  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 367  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 368  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 369  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 370  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 371  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 372  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 373  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 374  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 375  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 376  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 377  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 378  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 379  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 380  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 381  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 382  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 383  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 384  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 385  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 386  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 387  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 388  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 389  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 390  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 391  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 392  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 393  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 394  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 395  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 396  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 397  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 398  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 399  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 400  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 401  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 402  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 403  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 404  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 405  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 406  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 407  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 408  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 409  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 410  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 411  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 412  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 413  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 414  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 415  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 416  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 417  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 418  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 419  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 420  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 421  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 422  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 423  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 424  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 425  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 426  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 427  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 428  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 429  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 430  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 431  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 432  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 433  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 434  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 435  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 436  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 437  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 438  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 439  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 440  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 441  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 442  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 443  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 444  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 445  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 446  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 447  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 448  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 449  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 450  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 451  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 452  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 453  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 454  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 455  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 456  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 457  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 458  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 459  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 460  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 461  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 462  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 463  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 464  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 465  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 466  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 467  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 468  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 469  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 470  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 471  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 472  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 473  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 474  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 475  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 476  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 477  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 478  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 479  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 480  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 481  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 482  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 483  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 484  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 485  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 486  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 487  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 488  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 489  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 490  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 491  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 492  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 493  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 494  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 495  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 496  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 497  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 498  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 499  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 500  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 501  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 502  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 503  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 504  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 505  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 506  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 507  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 508  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 509  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 510  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 511  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 512  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 513  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 514  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 515  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 516  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 517  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 518  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 519  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 520  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 521  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 522  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 523  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 524  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 525  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 526  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 527  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 528  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 529  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 530  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 531  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 532  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 533  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 534  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 535  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 536  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 537  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 538  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 539  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 540  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 541  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 542  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 543  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 544  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 545  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 546  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 547  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 548  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 549  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 550  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 551  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 552  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 553  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 554  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 555  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 556  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 557  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 558  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 559  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 560  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 561  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 562  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 563  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 564  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 565  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 566  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 567  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 568  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 569  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 570  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 571  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 572  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 573  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 574  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 575  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 576  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 577  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 578  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 579  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 580  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 581  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 582  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 583  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 584  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 585  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 586  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 587  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 588  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 589  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 590  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 591  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 592  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 593  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 594  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 595  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 596  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 597  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 598  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 599  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 600  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 601  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 602  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 603  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 604  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 605  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 606  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 607  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 608  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 609  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 610  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 611  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 612  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 613  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 614  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 615  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 616  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 617  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 618  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 619  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 620  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 621  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 622  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 623  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 624  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 625  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 626  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 627  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 628  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 629  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 630  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 631  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 632  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 633  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 634  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 635  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 636  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 637  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 638  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 639  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 640  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 641  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 642  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 643  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 644  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 645  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 646  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 647  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 648  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 649  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 650  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 651  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 652  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 653  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 654  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 655  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 656  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 657  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 658  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 659  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 660  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 661  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 662  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 663  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 664  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 665  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 666  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 667  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 668  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 669  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 670  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 671  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 672  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 673  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 674  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 675  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 676  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 677  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 678  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 679  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 680  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 681  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 682  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 683  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 684  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 685  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 686  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 687  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 688  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 689  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 690  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 691  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 692  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 693  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 694  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 695  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 696  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 697  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 698  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 699  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 700  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 701  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 702  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 703  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 704  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 705  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 706  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 707  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 708  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 709  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 710  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 711  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 712  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 713  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 714  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 715  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 716  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 717  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 718  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 719  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 720  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 721  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 722  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 723  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 724  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 725  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 726  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 727  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 728  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 729  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 730  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 731  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 732  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 733  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 734  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 735  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 736  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 737  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 738  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 739  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 740  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 741  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 742  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 743  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 744  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 745  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 746  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 747  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 748  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 749  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 750  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 751  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 752  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 753  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 754  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 755  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 756  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 757  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 758  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 759  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 760  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 761  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 762  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 763  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 764  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 765  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 766  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 767  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 768  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 769  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 770  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 771  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 772  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 773  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 774  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 775  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 776  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 777  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 778  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 779  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 780  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 781  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 782  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 783  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 784  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 785  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 786  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 787  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 788  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 789  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 790  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 791  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 792  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 793  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 794  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 795  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 796  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 797  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 798  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 799  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 800  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 801  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 802  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 803  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 804  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 805  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 806  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 807  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 808  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 809  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 810  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 811  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 812  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 813  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 814  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 815  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 816  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 817  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 818  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 819  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 820  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 821  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 822  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 823  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 824  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 825  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 826  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 827  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 828  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 829  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 830  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 831  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 832  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 833  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 834  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 835  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 836  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 837  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 838  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 839  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 840  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 841  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 842  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 843  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 844  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 845  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 846  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 847  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 848  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 849  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 850  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 851  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 852  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 853  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 854  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 855  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 856  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 857  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 858  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 859  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 860  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 861  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 862  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 863  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 864  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 865  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 866  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 867  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 868  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 869  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 870  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 871  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 872  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 873  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 874  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 875  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 876  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 877  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 878  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 879  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 880  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 881  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 882  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 883  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 884  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 885  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 886  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 887  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 888  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 889  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 890  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 891  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 892  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 893  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 894  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 895  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 896  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 897  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 898  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 899  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 900  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 901  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 902  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 903  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 904  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 905  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 906  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 907  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 908  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 909  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 910  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 911  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 912  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 913  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 914  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 915  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 916  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 917  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 918  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 919  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 920  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 921  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 922  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 923  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 924  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 925  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 926  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 927  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 928  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 929  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 930  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 931  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 932  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 933  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 934  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 935  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 936  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 937  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 938  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 939  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 940  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 941  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 942  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 943  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 944  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 945  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 946  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 947  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 948  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 949  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 950  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 951  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 952  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 953  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 954  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 955  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 956  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 957  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 958  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 959  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 960  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 961  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 962  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 963  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 964  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 965  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 966  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 967  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 968  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 969  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 970  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 971  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 972  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 973  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 974  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 975  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
 976  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 977  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 978  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 979  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 980  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 981  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
 982  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 983  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 984  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 985  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 986  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 987  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 988  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
 989  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
 990  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 991  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
 992  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
 993  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 994  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 995  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
 996  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
 997  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
 998  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
 999  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1000  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1001  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1002  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1003  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1004  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1005  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1006  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1007  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1008  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1009  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1010  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1011  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1012  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1013  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1014  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1015  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1016  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1017  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1018  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1019  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1020  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1021  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1022  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1023  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1024  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1025  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1026  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1027  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1028  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1029  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1030  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1031  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1032  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1033  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1034  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1035  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1036  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1037  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1038  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1039  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1040  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1041  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1042  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1043  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1044  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1045  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1046  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1047  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1048  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1049  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1050  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1051  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1052  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1053  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1054  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1055  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1056  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1057  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1058  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1059  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1060  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1061  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1062  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1063  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1064  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1065  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1066  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1067  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1068  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1069  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1070  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1071  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1072  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1073  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1074  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1075  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1076  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1077  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1078  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1079  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1080  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1081  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1082  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1083  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1084  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1085  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1086  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1087  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1088  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1089  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1090  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1091  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1092  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1093  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1094  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1095  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1096  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1097  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1098  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1099  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1100  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1101  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1102  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1103  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1104  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1105  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1106  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1107  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1108  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1109  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1110  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1111  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1112  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1113  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1114  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1115  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1116  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1117  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1118  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1119  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1120  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1121  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1122  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1123  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1124  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1125  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1126  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1127  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1128  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1129  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1130  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1131  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1132  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1133  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1134  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1135  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1136  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1137  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1138  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1139  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1140  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1141  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1142  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1143  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1144  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1145  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1146  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1147  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1148  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1149  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1150  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1151  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1152  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1153  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1154  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1155  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1156  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1157  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1158  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1159  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1160  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1161  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1162  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1163  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1164  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1165  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1166  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1167  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1168  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1169  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1170  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1171  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1172  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1173  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1174  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1175  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1176  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1177  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1178  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1179  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1180  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1181  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1182  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1183  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1184  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1185  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1186  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1187  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1188  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1189  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1190  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1191  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1192  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1193  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1194  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1195  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1196  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1197  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1198  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1199  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1200  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1201  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1202  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1203  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1204  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1205  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1206  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1207  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1208  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1209  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1210  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1211  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1212  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1213  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1214  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1215  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1216  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1217  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1218  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1219  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1220  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1221  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1222  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1223  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1224  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1225  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1226  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1227  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1228  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1229  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1230  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1231  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1232  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1233  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1234  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1235  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1236  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1237  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1238  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1239  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1240  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1241  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1242  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1243  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1244  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1245  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1246  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1247  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1248  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1249  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1250  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1251  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1252  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1253  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1254  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1255  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1256  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1257  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1258  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1259  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1260  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1261  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1262  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1263  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1264  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1265  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1266  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1267  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1268  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1269  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1270  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1271  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1272  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1273  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1274  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1275  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1276  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1277  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1278  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1279  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1280  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1281  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1282  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1283  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1284  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1285  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1286  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1287  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1288  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1289  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1290  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1291  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1292  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1293  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1294  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1295  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1296  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1297  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1298  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1299  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1300  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1301  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1302  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1303  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1304  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1305  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1306  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1307  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1308  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1309  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1310  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1311  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1312  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1313  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1314  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1315  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1316  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1317  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1318  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1319  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1320  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1321  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1322  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1323  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1324  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1325  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1326  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1327  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1328  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1329  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1330  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1331  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1332  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1333  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1334  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1335  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1336  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1337  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1338  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1339  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1340  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1341  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1342  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1343  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1344  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1345  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1346  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1347  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1348  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1349  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1350  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1351  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1352  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1353  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1354  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1355  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1356  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1357  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1358  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1359  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1360  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1361  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1362  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1363  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1364  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1365  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1366  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1367  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1368  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1369  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1370  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1371  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1372  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1373  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1374  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1375  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1376  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1377  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1378  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1379  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1380  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1381  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1382  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1383  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1384  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1385  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1386  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1387  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1388  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1389  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1390  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1391  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1392  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1393  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1394  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1395  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1396  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1397  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1398  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1399  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1400  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1401  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1402  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1403  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1404  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1405  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1406  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1407  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1408  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1409  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1410  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1411  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1412  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1413  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1414  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1415  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1416  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1417  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1418  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1419  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1420  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1421  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1422  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1423  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1424  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1425  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1426  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1427  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1428  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1429  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1430  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1431  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1432  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1433  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1434  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1435  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1436  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1437  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1438  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1439  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1440  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1441  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1442  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1443  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1444  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1445  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1446  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1447  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1448  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1449  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1450  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1451  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1452  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1453  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1454  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1455  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1456  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1457  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1458  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1459  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1460  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1461  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1462  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1463  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1464  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1465  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1466  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1467  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1468  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1469  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1470  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1471  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1472  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1473  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1474  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1475  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1476  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1477  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1478  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1479  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1480  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1481  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1482  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1483  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1484  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1485  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1486  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1487  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1488  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1489  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1490  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1491  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1492  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1493  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1494  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1495  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1496  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1497  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1498  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1499  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1500  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1501  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1502  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1503  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1504  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1505  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1506  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1507  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1508  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1509  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1510  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1511  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1512  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1513  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1514  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1515  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1516  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1517  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1518  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1519  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1520  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1521  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1522  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1523  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1524  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1525  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1526  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1527  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1528  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1529  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1530  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1531  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1532  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1533  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1534  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1535  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1536  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1537  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1538  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1539  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1540  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1541  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1542  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1543  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1544  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1545  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1546  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1547  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1548  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1549  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1550  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1551  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1552  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1553  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1554  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1555  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1556  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1557  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1558  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1559  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1560  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1561  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1562  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1563  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1564  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1565  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1566  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1567  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1568  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1569  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1570  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1571  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1572  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1573  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1574  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1575  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1576  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1577  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1578  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1579  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1580  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1581  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1582  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1583  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1584  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1585  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1586  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1587  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1588  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1589  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1590  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1591  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1592  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1593  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1594  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1595  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1596  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1597  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1598  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1599  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1600  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1601  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1602  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1603  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1604  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1605  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1606  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1607  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1608  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1609  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1610  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1611  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1612  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1613  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1614  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1615  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1616  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1617  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1618  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1619  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1620  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1621  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1622  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1623  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1624  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1625  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1626  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1627  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1628  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1629  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1630  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1631  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1632  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1633  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1634  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1635  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1636  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1637  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1638  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1639  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1640  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1641  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1642  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1643  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1644  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1645  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1646  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1647  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1648  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1649  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1650  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1651  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1652  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1653  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1654  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1655  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1656  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1657  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1658  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1659  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1660  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1661  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1662  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1663  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1664  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1665  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1666  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1667  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1668  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1669  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1670  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1671  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1672  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1673  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1674  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1675  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1676  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1677  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1678  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1679  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1680  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1681  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1682  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1683  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1684  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1685  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1686  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1687  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1688  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1689  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1690  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1691  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1692  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1693  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1694  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1695  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1696  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1697  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1698  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1699  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1700  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1701  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1702  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1703  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1704  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1705  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1706  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1707  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1708  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1709  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1710  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1711  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1712  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1713  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1714  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1715  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1716  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1717  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1718  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1719  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1720  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1721  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1722  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1723  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1724  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1725  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1726  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1727  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1728  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1729  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1730  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1731  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1732  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1733  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1734  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1735  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1736  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1737  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1738  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1739  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1740  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1741  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1742  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1743  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1744  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1745  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1746  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1747  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1748  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1749  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1750  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1751  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1752  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1753  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1754  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1755  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1756  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1757  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1758  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1759  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1760  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1761  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1762  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1763  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1764  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1765  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1766  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1767  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1768  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1769  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1770  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1771  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1772  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1773  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1774  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1775  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1776  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1777  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1778  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1779  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1780  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1781  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1782  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1783  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1784  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1785  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1786  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1787  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1788  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1789  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1790  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1791  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1792  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1793  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1794  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1795  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1796  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1797  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1798  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1799  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1800  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1801  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1802  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1803  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1804  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1805  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1806  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1807  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1808  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1809  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1810  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1811  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1812  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1813  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1814  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1815  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1816  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1817  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1818  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1819  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1820  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1821  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1822  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1823  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1824  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1825  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1826  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1827  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1828  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1829  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1830  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1831  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1832  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1833  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1834  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1835  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1836  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1837  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1838  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1839  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1840  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1841  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1842  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1843  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1844  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1845  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1846  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1847  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1848  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1849  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1850  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1851  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1852  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1853  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1854  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1855  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1856  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1857  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1858  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1859  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1860  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1861  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1862  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1863  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1864  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1865  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1866  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1867  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1868  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1869  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1870  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1871  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1872  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1873  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1874  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1875  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1876  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1877  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1878  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1879  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1880  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1881  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1882  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1883  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1884  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1885  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1886  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1887  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1888  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1889  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1890  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1891  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1892  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1893  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1894  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1895  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1896  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1897  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1898  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1899  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1900  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1901  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1902  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1903  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1904  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1905  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1906  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1907  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1908  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1909  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1910  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1911  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1912  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1913  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1914  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1915  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1916  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1917  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1918  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1919  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1920  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1921  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1922  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1923  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1924  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1925  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1926  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1927  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1928  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1929  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1930  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1931  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1932  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1933  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1934  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1935  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1936  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1937  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1938  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1939  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1940  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1941  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1942  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1943  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1944  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1945  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1946  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1947  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1948  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1949  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1950  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1951  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1952  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1953  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1954  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1955  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1956  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1957  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1958  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1959  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1960  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1961  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1962  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1963  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1964  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1965  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1966  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1967  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1968  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1969  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1970  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1971  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1972  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1973  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1974  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1975  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1976  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1977  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1978  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
1979  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1980  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1981  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1982  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1983  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1984  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1985  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
1986  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1987  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
1988  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1989  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
1990  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1991  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1992  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1993  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
1994  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
1995  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
1996  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
1997  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
1998  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
1999  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2000  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2001  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2002  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2003  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2004  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2005  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2006  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2007  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2008  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2009  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2010  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2011  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2012  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2013  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2014  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2015  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2016  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2017  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2018  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2019  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2020  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2021  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2022  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2023  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2024  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2025  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2026  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2027  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2028  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2029  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2030  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2031  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2032  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2033  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2034  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2035  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2036  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2037  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2038  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2039  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2040  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2041  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2042  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2043  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2044  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2045  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2046  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2047  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2048  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2049  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2050  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2051  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2052  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2053  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2054  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2055  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2056  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2057  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2058  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2059  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2060  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2061  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2062  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2063  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2064  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2065  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2066  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2067  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2068  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2069  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2070  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2071  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2072  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2073  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2074  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2075  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2076  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2077  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2078  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2079  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2080  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2081  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2082  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2083  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2084  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2085  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2086  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2087  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2088  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2089  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2090  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2091  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2092  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2093  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2094  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2095  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2096  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2097  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2098  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2099  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2100  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2101  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2102  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2103  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2104  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2105  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2106  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2107  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2108  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2109  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2110  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2111  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2112  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2113  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2114  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2115  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2116  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2117  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2118  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2119  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2120  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2121  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2122  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2123  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2124  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2125  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2126  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2127  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2128  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2129  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2130  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2131  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2132  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2133  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2134  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2135  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2136  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2137  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2138  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2139  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2140  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2141  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2142  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2143  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2144  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2145  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2146  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2147  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2148  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2149  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2150  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2151  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2152  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2153  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2154  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2155  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2156  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2157  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2158  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2159  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2160  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2161  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2162  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2163  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2164  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2165  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2166  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2167  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2168  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2169  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2170  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2171  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2172  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2173  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2174  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2175  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2176  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2177  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2178  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2179  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2180  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2181  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2182  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2183  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2184  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2185  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2186  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2187  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2188  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2189  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2190  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2191  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2192  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2193  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2194  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2195  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2196  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2197  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2198  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2199  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2200  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2201  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2202  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2203  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2204  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2205  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2206  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2207  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2208  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2209  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2210  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2211  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2212  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2213  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2214  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2215  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2216  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2217  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2218  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2219  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2220  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2221  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2222  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2223  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2224  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2225  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2226  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2227  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2228  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2229  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2230  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2231  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2232  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2233  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2234  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2235  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2236  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2237  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2238  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2239  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2240  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2241  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2242  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2243  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2244  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2245  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2246  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2247  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2248  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2249  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2250  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2251  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2252  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2253  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2254  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2255  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2256  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2257  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2258  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2259  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2260  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2261  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2262  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2263  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2264  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2265  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2266  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2267  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2268  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2269  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2270  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2271  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2272  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2273  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2274  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2275  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2276  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2277  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2278  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2279  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2280  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2281  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2282  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2283  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2284  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2285  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2286  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2287  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2288  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2289  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2290  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2291  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2292  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2293  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2294  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2295  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2296  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2297  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2298  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2299  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2300  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2301  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2302  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2303  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2304  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2305  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2306  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2307  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2308  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2309  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2310  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2311  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2312  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2313  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2314  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2315  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2316  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2317  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2318  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2319  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2320  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2321  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2322  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2323  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2324  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2325  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2326  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2327  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2328  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2329  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2330  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2331  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2332  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2333  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2334  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2335  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2336  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2337  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2338  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2339  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2340  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2341  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2342  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2343  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2344  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2345  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2346  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2347  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2348  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2349  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2350  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2351  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2352  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2353  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2354  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2355  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2356  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2357  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2358  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2359  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2360  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2361  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2362  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2363  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2364  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2365  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2366  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2367  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2368  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2369  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2370  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2371  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2372  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2373  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2374  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2375  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2376  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2377  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2378  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2379  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2380  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2381  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2382  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2383  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2384  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2385  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2386  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2387  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2388  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2389  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2390  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2391  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2392  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2393  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2394  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2395  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2396  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2397  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2398  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2399  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2400  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2401  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2402  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2403  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2404  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2405  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2406  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2407  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2408  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2409  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2410  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2411  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2412  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2413  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2414  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2415  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2416  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2417  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2418  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2419  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2420  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2421  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2422  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2423  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2424  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2425  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2426  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2427  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2428  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2429  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2430  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2431  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2432  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2433  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2434  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2435  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2436  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2437  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2438  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2439  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2440  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2441  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2442  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2443  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2444  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2445  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2446  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2447  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2448  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2449  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2450  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2451  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2452  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2453  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2454  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2455  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2456  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2457  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2458  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2459  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2460  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2461  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2462  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2463  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2464  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2465  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2466  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2467  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2468  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2469  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2470  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2471  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2472  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2473  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2474  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2475  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2476  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2477  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2478  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2479  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2480  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2481  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2482  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2483  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2484  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2485  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2486  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2487  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2488  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2489  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2490  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2491  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2492  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2493  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2494  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2495  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2496  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2497  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2498  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2499  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2500  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2501  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2502  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2503  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2504  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2505  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2506  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2507  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2508  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2509  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2510  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2511  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2512  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2513  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2514  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2515  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2516  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2517  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2518  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2519  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2520  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2521  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2522  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2523  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2524  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2525  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2526  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2527  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2528  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2529  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2530  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2531  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2532  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2533  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2534  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2535  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2536  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2537  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2538  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2539  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2540  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2541  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2542  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2543  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2544  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2545  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2546  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2547  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2548  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2549  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2550  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2551  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2552  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2553  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2554  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2555  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2556  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2557  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2558  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2559  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2560  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2561  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2562  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2563  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2564  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2565  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2566  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2567  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2568  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2569  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2570  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2571  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2572  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2573  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2574  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2575  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2576  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2577  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2578  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2579  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2580  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2581  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2582  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2583  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2584  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2585  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2586  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2587  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2588  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2589  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2590  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2591  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2592  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2593  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2594  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2595  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2596  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2597  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2598  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2599  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2600  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2601  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2602  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2603  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2604  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2605  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2606  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2607  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2608  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2609  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2610  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2611  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2612  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2613  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2614  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2615  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2616  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2617  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2618  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2619  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2620  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2621  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2622  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2623  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2624  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2625  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2626  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2627  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2628  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2629  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2630  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2631  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2632  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2633  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2634  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2635  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2636  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2637  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2638  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2639  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2640  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2641  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2642  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2643  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2644  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2645  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2646  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2647  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2648  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2649  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2650  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2651  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2652  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2653  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2654  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2655  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2656  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2657  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2658  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2659  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2660  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2661  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2662  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2663  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2664  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2665  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2666  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2667  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2668  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2669  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2670  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2671  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2672  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2673  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2674  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2675  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2676  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2677  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2678  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2679  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2680  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2681  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2682  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2683  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2684  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2685  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2686  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2687  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2688  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2689  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2690  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2691  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2692  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2693  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2694  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2695  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2696  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2697  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2698  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2699  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2700  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2701  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2702  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2703  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2704  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2705  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2706  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2707  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2708  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2709  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2710  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2711  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2712  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2713  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2714  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2715  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2716  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2717  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2718  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2719  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2720  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2721  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2722  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2723  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2724  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2725  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2726  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2727  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2728  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2729  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2730  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2731  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2732  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2733  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2734  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2735  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2736  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2737  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2738  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2739  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2740  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2741  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2742  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2743  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2744  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2745  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2746  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2747  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2748  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2749  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2750  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2751  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2752  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2753  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2754  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2755  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2756  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2757  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2758  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2759  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2760  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2761  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2762  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2763  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2764  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2765  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2766  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2767  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2768  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2769  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2770  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2771  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2772  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2773  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2774  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2775  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2776  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2777  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2778  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2779  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2780  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2781  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2782  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2783  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2784  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2785  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2786  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2787  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2788  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2789  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2790  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2791  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2792  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2793  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2794  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2795  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2796  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2797  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2798  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2799  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2800  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2801  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2802  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2803  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2804  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2805  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2806  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2807  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2808  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2809  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2810  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2811  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2812  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2813  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2814  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2815  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2816  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2817  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2818  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2819  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2820  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2821  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2822  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2823  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2824  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2825  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2826  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2827  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2828  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2829  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2830  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2831  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2832  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2833  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2834  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2835  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2836  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2837  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2838  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2839  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2840  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2841  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2842  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2843  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2844  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2845  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2846  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2847  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2848  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2849  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2850  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2851  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2852  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2853  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2854  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2855  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2856  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2857  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2858  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2859  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2860  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2861  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2862  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2863  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2864  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2865  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2866  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2867  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2868  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2869  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2870  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2871  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2872  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2873  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2874  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2875  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2876  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2877  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2878  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2879  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2880  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2881  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2882  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2883  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2884  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2885  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2886  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2887  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2888  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2889  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2890  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2891  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2892  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2893  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2894  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2895  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2896  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2897  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2898  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2899  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2900  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2901  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2902  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2903  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2904  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2905  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2906  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2907  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2908  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2909  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2910  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2911  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2912  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2913  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2914  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2915  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2916  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2917  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2918  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2919  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2920  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2921  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2922  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2923  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2924  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2925  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2926  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2927  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2928  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2929  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2930  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2931  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2932  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2933  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2934  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2935  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2936  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2937  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2938  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2939  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2940  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2941  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2942  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2943  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2944  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2945  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2946  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2947  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2948  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2949  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2950  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2951  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2952  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2953  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2954  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2955  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2956  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2957  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2958  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2959  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2960  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2961  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2962  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2963  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2964  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2965  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2966  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2967  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2968  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2969  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2970  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2971  3.3680209e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2972  3.3756612e+00 2.97e-01 2.27e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2973  3.3803308e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2974  3.3760160e+00 3.06e-02 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2975  3.3803291e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2976  3.3760597e+00 4.47e-03 2.28e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2977  3.3678607e+00 2.43e+01 2.21e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00h  1
2978  3.3538227e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2979  3.3680203e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2980  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2981  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2982  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2983  3.3803522e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2984  3.3729606e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2985  3.3678809e+00 2.41e+01 2.21e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00h  1
2986  3.3538234e+00 2.27e+01 2.01e-01  -1.7 2.21e+02    -  1.00e+00 1.00e+00h  1
2987  3.3680204e+00 2.28e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
2988  3.3729401e+00 1.49e+00 2.24e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00H  1
2989  3.3803512e+00 3.32e+00 2.37e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
2990  3.3729605e+00 1.32e+00 2.24e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2991  3.3812021e+00 3.35e-01 2.38e-01  -1.7 2.39e+02    -  1.00e+00 1.00e+00H  1
2992  3.3756763e+00 3.21e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2993  3.3803322e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2994  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2995  3.3803319e+00 3.36e+00 2.37e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2996  3.3756752e+00 3.18e-01 2.27e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00H  1
2997  3.3811885e+00 3.41e-01 2.38e-01  -1.7 2.41e+02    -  1.00e+00 1.00e+00H  1
2998  3.3539372e+00 2.66e+01 2.01e-01  -1.7 2.28e+02    -  1.00e+00 1.00e+00h  1
2999  3.3680289e+00 2.31e+01 2.22e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
3000  3.3538262e+00 2.30e+01 2.01e-01  -1.7 2.22e+02    -  1.00e+00 1.00e+00h  1

Number of Iterations....: 3000

                                   (scaled)                 (unscaled)
Objective...............:   3.3538262465371993e+00    3.3538262465371993e+00
Dual infeasibility......:   2.0056367100637412e-01    2.0056367100637412e-01
Constraint violation....:   7.9953423788156910e-02    2.3002868409603252e+01
Complementarity.........:   2.0000000000000011e-02    2.0000000000000011e-02
Overall NLP error.......:   2.0056367100637412e-01    2.3002868409603252e+01


Number of objective function evaluations             = 6092
Number of objective gradient evaluations             = 3001
Number of equality constraint evaluations            = 6092
Number of inequality constraint evaluations          = 0
Number of equality constraint Jacobian evaluations   = 3001
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations             = 3000
Total CPU secs in IPOPT (w/o function evaluations)   =      6.671
Total CPU secs in NLP function evaluations           =      8.817

EXIT: Maximum Number of Iterations Exceeded.
WARNING: Loading a SolverResults object with a warning status into
    model.name="MASTER";
      - termination condition: maxIterations
      - message from solver: Ipopt 3.13.2\x3a Maximum Number of Iterations
        Exceeded.
Ipopt 3.13.2: 

******************************************************************************
This program contains Ipopt, a library for large-scale nonlinear optimization.
 Ipopt is released as open source code under the Eclipse Public License (EPL).
         For more information visit http://projects.coin-or.org/Ipopt

This version of Ipopt was compiled from source code available at
    https://github.com/IDAES/Ipopt as part of the Institute for the Design of
    Advanced Energy Systems Process Systems Engineering Framework (IDAES PSE
    Framework) Copyright (c) 2018-2019. See https://github.com/IDAES/idaes-pse.

This version of Ipopt was compiled using HSL, a collection of Fortran codes
    for large-scale scientific computation.  All technical papers, sales and
    publicity material resulting from use of the HSL codes within IPOPT must
    contain the following acknowledgement:
        HSL, a collection of Fortran codes for large-scale scientific
        computation. See http://www.hsl.rl.ac.uk.
******************************************************************************

This is Ipopt version 3.13.2, running with linear solver ma27.

Number of nonzeros in equality constraint Jacobian...:    10950
Number of nonzeros in inequality constraint Jacobian.:        0
Number of nonzeros in Lagrangian Hessian.............:     6000

Total number of variables............................:     2952
                     variables with only lower bounds:      150
                variables with lower and upper bounds:      600
                     variables with only upper bounds:        0
Total number of equality constraints.................:     2950
Total number of inequality constraints...............:        0
        inequality constraints with only lower bounds:        0
   inequality constraints with lower and upper bounds:        0
        inequality constraints with only upper bounds:        0

iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
   0  6.9766556e+01 5.41e+02 1.85e-04  -1.0 0.00e+00    -  0.00e+00 0.00e+00   0
   1  4.6949044e+00 1.45e+03 6.35e+01  -1.0 1.32e+04    -  9.46e-01 1.00e+00h  1
   2  4.8588326e+00 1.36e+02 2.93e+02  -1.0 3.91e+02  -4.0 9.90e-01 1.00e+00h  1
   3  4.8533102e+00 4.54e-01 1.72e+01  -1.0 9.22e+00  -4.5 9.92e-01 1.00e+00h  1
   4  4.8530520e+00 2.86e-03 4.86e-01  -1.0 2.27e+00  -5.0 1.00e+00 1.00e+00h  1
   5  4.8526261e+00 2.24e-03 6.57e-01  -1.7 3.34e+00  -5.4 1.00e+00 1.00e+00h  1
   6  4.8495923e+00 1.93e-01 4.99e+01  -1.7 2.53e+01  -5.9 1.00e+00 1.00e+00h  1
   7  4.8028456e+00 1.02e+02 3.20e+01  -1.7 5.22e+02    -  1.00e+00 1.00e+00h  1
   8  4.8018415e+00 3.57e-01 1.48e-01  -1.7 3.66e+00    -  1.00e+00 1.00e+00h  1
   9  4.7982583e+00 1.88e+00 9.60e-02  -2.5 4.59e+01    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  10  4.7961067e+00 2.90e+00 1.20e-01  -2.5 7.66e+01    -  1.00e+00 1.00e+00h  1
  11  4.7961060e+00 4.10e-04 4.17e-05  -2.5 5.93e-02    -  1.00e+00 1.00e+00h  1
  12  4.7960731e+00 5.81e-02 3.21e-05  -3.8 9.02e+00    -  1.00e+00 1.00e+00h  1
  13  4.7960728e+00 1.59e-04 8.74e-08  -5.7 4.88e-01    -  1.00e+00 1.00e+00h  1
  14  4.7960728e+00 2.66e-08 1.47e-11  -8.6 6.16e-03    -  1.00e+00 1.00e+00h  1

Number of Iterations....: 14

                                   (scaled)                 (unscaled)
Objective...............:   4.7960728202835359e+00    4.7960728202835359e+00
Dual infeasibility......:   1.4655054947354529e-11    1.4655054947354529e-11
Constraint violation....:   9.2611212749535113e-11    2.6644556783139709e-08
Complementarity.........:   2.5072263001202182e-09    2.5072263001202182e-09
Overall NLP error.......:   2.5072263001202182e-09    2.6644556783139709e-08


Number of objective function evaluations             = 15
Number of objective gradient evaluations             = 15
Number of equality constraint evaluations            = 15
Number of inequality constraint evaluations          = 0
Number of equality constraint Jacobian evaluations   = 15
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations             = 14
Total CPU secs in IPOPT (w/o function evaluations)   =      0.042
Total CPU secs in NLP function evaluations           =      0.033

EXIT: Optimal Solution Found.
Ipopt 3.13.2: 

******************************************************************************
This program contains Ipopt, a library for large-scale nonlinear optimization.
 Ipopt is released as open source code under the Eclipse Public License (EPL).
         For more information visit http://projects.coin-or.org/Ipopt

This version of Ipopt was compiled from source code available at
    https://github.com/IDAES/Ipopt as part of the Institute for the Design of
    Advanced Energy Systems Process Systems Engineering Framework (IDAES PSE
    Framework) Copyright (c) 2018-2019. See https://github.com/IDAES/idaes-pse.

This version of Ipopt was compiled using HSL, a collection of Fortran codes
    for large-scale scientific computation.  All technical papers, sales and
    publicity material resulting from use of the HSL codes within IPOPT must
    contain the following acknowledgement:
        HSL, a collection of Fortran codes for large-scale scientific
        computation. See http://www.hsl.rl.ac.uk.
******************************************************************************

This is Ipopt version 3.13.2, running with linear solver ma27.

Number of nonzeros in equality constraint Jacobian...:    10950
Number of nonzeros in inequality constraint Jacobian.:        0
Number of nonzeros in Lagrangian Hessian.............:     6000

Total number of variables............................:     2952
                     variables with only lower bounds:      150
                variables with lower and upper bounds:      600
                     variables with only upper bounds:        0
Total number of equality constraints.................:     2950
Total number of inequality constraints...............:        0
        inequality constraints with only lower bounds:        0
   inequality constraints with lower and upper bounds:        0
        inequality constraints with only upper bounds:        0

iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
   0  7.5187518e+01 5.63e+02 1.72e-04  -1.0 0.00e+00    -  0.00e+00 0.00e+00   0
   1  5.6528669e+00 1.62e+03 7.35e+01  -1.0 1.37e+04    -  9.32e-01 1.00e+00h  1
   2  5.8637166e+00 3.22e+02 1.14e+03  -1.0 9.65e+02  -4.0 9.90e-01 1.00e+00h  1
   3  5.8080131e+00 2.58e+00 9.86e+01  -1.0 1.93e+02  -4.5 9.91e-01 1.00e+00h  1
   4  6.0002454e+00 7.00e+02 1.02e+02  -1.0 1.05e+03    -  1.00e+00 1.00e+00h  1
   5  5.8043387e+00 6.76e+00 5.37e-01  -1.0 6.99e+02    -  1.00e+00 1.00e+00h  1
   6  5.7536193e+00 1.33e+02 7.61e-02  -1.7 3.18e+02    -  1.00e+00 1.00e+00h  1
   7  5.7534246e+00 2.37e+00 1.44e-03  -1.7 2.13e+01    -  1.00e+00 1.00e+00h  1
   8  5.7514933e+00 4.58e+00 2.81e-03  -3.8 7.00e+01    -  1.00e+00 1.00e+00h  1
   9  5.7514482e+00 3.20e-03 2.00e-06  -3.8 8.19e-01    -  1.00e+00 1.00e+00h  1
iter    objective    inf_pr   inf_du lg(mu)  ||d||  lg(rg) alpha_du alpha_pr  ls
  10  5.7514480e+00 2.32e-04 1.44e-07  -5.7 5.12e-01    -  1.00e+00 1.00e+00h  1
  11  5.7514480e+00 3.49e-08 2.16e-11  -8.6 6.31e-03    -  1.00e+00 1.00e+00h  1

Number of Iterations....: 11

                                   (scaled)                 (unscaled)
Objective...............:   5.7514479685971747e+00    5.7514479685971747e+00
Dual infeasibility......:   2.1587176490811544e-11    2.1587176490811544e-11
Constraint violation....:   1.2128983515750149e-10    3.4924596548080444e-08
Complementarity.........:   2.5073346894716606e-09    2.5073346894716606e-09
Overall NLP error.......:   2.5073346894716606e-09    3.4924596548080444e-08


Number of objective function evaluations             = 12
Number of objective gradient evaluations             = 12
Number of equality constraint evaluations            = 12
Number of inequality constraint evaluations          = 0
Number of equality constraint Jacobian evaluations   = 12
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations             = 11
Total CPU secs in IPOPT (w/o function evaluations)   =      0.032
Total CPU secs in NLP function evaluations           =      0.028

EXIT: Optimal Solution Found.


In [11]:

display(bootstrap_theta)

	fs.properties.tau[benzene,toluene]	fs.properties.tau[toluene,benzene]
0	-0.921573	1.448483
1	-0.973780	1.565629
2	-0.928840	1.474834
3	-0.862786	1.355172

In [ ]: