Parameter Estimation Nrtl Using State Block Solution¶
Parameter Estimation Using the NRTL State Block¶
In this module, we use Pyomo's parmest tool in conjunction 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 are the pure component species. In this example, we 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 only the state block.
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 using
parmest
Key links to documentation:¶
Inline Exercise:
import `ConcreteModel` from Pyomo and `FlowsheetBlock` 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
In the next cell, we import the parameter block used 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.state_block = m.fs.properties.state_block_class(
default={"parameters": m.fs.properties,
"defined_state": True})
# Fix the state variables on the state block
# hint: state variables exist on the state block i.e. on m.fs.state_block
m.fs.state_block.flow_mol.fix(1)
m.fs.state_block.temperature.fix(368)
m.fs.state_block.pressure.fix(101325)
m.fs.state_block.mole_frac_comp["benzene"].fix(0.5)
m.fs.state_block.mole_frac_comp["toluene"].fix(0.5)
# Fix NRTL specific parameters.
# non-randomness parameter - alpha_ij (set at 0.3, 0 if i=j)
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)
# binary interaction parameter - tau_ij (0 if i=j, else to be estimated later but fixing to initialize)
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.state_block.initialize(outlvl=idaeslog.INFO_LOW)
# Fix at actual temperature
m.fs.state_block.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
- 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.state_block.mole_frac_phase_comp["Vap", "benzene"])**2
expr = ((float(data["vap_benzene"]) -
m.fs.state_block.mole_frac_phase_comp["Vap", "benzene"])**2 +
(float(data["liq_benzene"]) -
m.fs.state_block.mole_frac_phase_comp["Liq", "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. This will help in using a well-scaled objective to 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, data, variable_name, and the SSE expression to the Estimator method. tee=True will print the solver output after solving the parameter estimation problem.
In [8]:
import logging; idaeslog.getIdaesLogger("core.property_meta").setLevel(logging.ERROR)
# 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...: 3750
Number of nonzeros in inequality constraint Jacobian.: 0
Number of nonzeros in Lagrangian Hessian.............: 2200
Total number of variables............................: 1102
variables with only lower bounds: 0
variables with lower and upper bounds: 300
variables with only upper bounds: 0
Total number of equality constraints.................: 1100
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 3.15e+00 4.84e+01 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 5.2961050e+00 1.76e+03 5.05e+00 -1.0 1.37e+04 - 9.74e-01 1.00e+00f 1
2 5.2586169e+00 4.01e+02 1.09e+00 -1.0 5.15e+02 - 1.00e+00 1.00e+00h 1
3 5.1450958e+00 7.04e+01 2.27e-01 -1.0 4.11e+01 - 1.00e+00 1.00e+00h 1
4 5.0748980e+00 1.25e+02 2.08e-01 -1.7 5.74e+02 - 1.00e+00 1.00e+00h 1
5 5.0775194e+00 7.87e+00 1.92e-01 -1.7 8.44e+01 - 1.00e+00 1.00e+00h 1
6 5.0726692e+00 1.37e+01 1.90e-01 -2.5 1.38e+02 - 1.00e+00 1.00e+00h 1
7 5.0750377e+00 2.85e+00 2.60e-02 -2.5 6.99e+01 - 1.00e+00 1.00e+00h 1
8 5.0749670e+00 7.36e-02 2.81e-03 -3.8 9.72e+00 - 1.00e+00 1.00e+00h 1
9 5.0749687e+00 4.51e-04 4.80e-06 -3.8 1.01e+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 2.91e-04 1.36e-06 -5.7 5.81e-01 - 1.00e+00 1.00e+00h 1
11 5.0749686e+00 4.79e-08 2.18e-10 -8.6 7.65e-03 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 11
(scaled) (unscaled)
Objective...............: 5.0749685783047198e+00 5.0749685783047198e+00
Dual infeasibility......: 2.1827406548879935e-10 2.1827406548879935e-10
Constraint violation....: 1.6640682137955792e-10 4.7875801101326942e-08
Complementarity.........: 2.5076274461772993e-09 2.5076274461772993e-09
Overall NLP error.......: 2.5076274461772993e-09 4.7875801101326942e-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) = 0.010
Total CPU secs in NLP function evaluations = 0.009
EXIT: Optimal Solution Found.
You will notice that the resulting parameter estimation problem will have 1102 variables and 1100 constraints. 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] = -0.8987624036283822 fs.properties.tau[toluene,benzene] = 1.410486109936616
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...: 3750
Number of nonzeros in inequality constraint Jacobian.: 0
Number of nonzeros in Lagrangian Hessian.............: 2200
Total number of variables............................: 1102
variables with only lower bounds: 0
variables with lower and upper bounds: 300
variables with only upper bounds: 0
Total number of equality constraints.................: 1100
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 5.7982833e+01 3.15e+00 4.14e+01 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 5.8128475e+00 1.65e+03 5.76e+00 -1.0 1.37e+04 - 9.80e-01 1.00e+00f 1
2 5.7720949e+00 8.57e+02 2.99e+00 -1.0 4.74e+02 - 1.00e+00 5.00e-01h 2
3 5.8811374e+00 8.06e+02 1.48e+01 -1.0 2.37e+02 0.0 1.00e+00 6.25e-02h 5
4 5.7288929e+00 4.00e+02 1.13e+01 -1.0 2.22e+02 - 1.00e+00 1.00e+00h 1
5 5.6868999e+00 3.70e-01 4.84e-02 -1.0 1.45e-01 -0.5 1.00e+00 1.00e+00h 1
6 5.5443786e+00 3.33e+03 1.75e+00 -2.5 7.97e-01 - 8.97e-01 1.00e+00f 1
7 5.5521425e+00 4.11e+02 2.93e-01 -2.5 3.10e-01 - 1.00e+00 1.00e+00h 1
8 5.5357330e+00 2.07e+00 1.65e-03 -2.5 7.70e-02 - 1.00e+00 1.00e+00h 1
9 5.5354000e+00 2.89e-01 2.03e-04 -3.8 7.85e-03 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 5.5353991e+00 4.23e-04 3.25e-07 -5.7 3.01e-04 - 1.00e+00 1.00e+00h 1
11 5.5353992e+00 9.36e-08 6.94e-11 -8.6 4.46e-06 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 11
(scaled) (unscaled)
Objective...............: 5.5353991501450599e+00 5.5353991501450599e+00
Dual infeasibility......: 6.9405814429046586e-11 6.9405814429046586e-11
Constraint violation....: 3.2542902393801691e-10 9.3627022579312338e-08
Complementarity.........: 2.5080586069186914e-09 2.5080586069186914e-09
Overall NLP error.......: 2.5080586069186914e-09 9.3627022579312338e-08
Number of objective function evaluations = 18
Number of objective gradient evaluations = 12
Number of equality constraint evaluations = 18
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) = 0.011
Total CPU secs in NLP function evaluations = 0.012
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...: 3750
Number of nonzeros in inequality constraint Jacobian.: 0
Number of nonzeros in Lagrangian Hessian.............: 2200
Total number of variables............................: 1102
variables with only lower bounds: 0
variables with lower and upper bounds: 300
variables with only upper bounds: 0
Total number of equality constraints.................: 1100
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 5.7955209e+01 2.68e+00 3.91e+01 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 6.0410433e+00 1.26e+03 5.11e+00 -1.0 1.17e+04 - 1.00e+00 1.00e+00f 1
2 6.1622274e+00 6.73e+02 2.66e+00 -1.0 3.42e+02 - 1.00e+00 5.00e-01h 2
3 6.1983662e+00 6.72e+02 2.61e+00 -1.0 1.71e+02 -2.0 1.00e+00 1.56e-02h 7
4 6.4568069e+00 4.77e+02 4.49e+00 -1.0 1.69e+02 -1.6 1.00e+00 1.00e+00H 1
5 6.3424021e+00 4.29e+01 1.72e-01 -1.0 8.45e-02 - 1.00e+00 1.00e+00h 1
6 6.1307842e+00 4.15e+04 4.40e+01 -2.5 3.41e+00 - 6.20e-01 1.00e+00h 1
7 6.1472405e+00 4.13e+04 4.39e+01 -2.5 4.68e+00 - 3.98e-01 4.08e-03h 7
8 6.1558453e+00 4.13e+04 4.38e+01 -2.5 4.52e+00 - 1.00e+00 2.08e-03h 8
9 6.1565449e+00 4.13e+04 4.38e+01 -2.5 3.91e+00 - 7.47e-01 1.49e-04h 12
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 6.1568148e+00 4.12e+04 4.38e+01 -2.5 6.00e+00 - 1.00e+00 4.86e-05h 14
11 5.5778615e+01 5.97e+03 2.08e+01 -2.5 1.00e+01 - 6.22e-01 6.22e-01s 22
12 5.4299071e+01 2.49e+03 2.52e+01 -2.5 1.99e+04 - 5.72e-01 5.72e-01s 22
13 5.4069557e+01 2.46e+03 2.50e+01 -2.5 6.82e+03 - 8.34e-03 8.34e-03s 22
14r 5.4069557e+01 2.46e+03 9.99e+02 0.9 0.00e+00 - 0.00e+00 0.00e+00R 1
15r 5.6746928e+01 8.12e+02 9.92e+02 0.9 9.21e+03 - 1.87e-02 9.21e-04f 1
16r 5.6149370e+01 4.42e+02 9.73e+02 0.9 5.65e+03 - 2.55e-02 1.82e-02f 1
17r 5.2257847e+01 3.50e+02 2.49e+03 0.9 5.52e-01 4.0 5.16e-01 4.50e-01f 1
18r 5.8682196e+01 3.16e+02 2.47e+03 0.9 5.18e+03 - 2.28e-02 8.19e-03f 1
19r 5.4727998e+01 6.34e+02 2.44e+03 0.9 1.00e+03 - 2.10e-02 1.03e-02f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
20r 5.9324676e+01 6.23e+02 2.34e+03 0.9 3.40e+02 - 3.79e-01 4.41e-02f 1
21r 6.2950788e+01 4.40e+02 1.70e+03 0.9 9.50e+01 - 1.00e+00 2.71e-01f 1
22r 6.7713741e+01 3.33e+02 1.30e+03 0.9 1.66e+02 - 9.55e-01 2.39e-01f 1
23r 1.0181111e+02 6.11e+02 2.27e+02 0.9 3.27e+01 - 1.00e+00 8.25e-01f 1
24r 1.1813342e+02 3.41e+02 1.76e+02 0.2 5.82e+01 - 1.00e+00 5.84e-01f 1
25r 1.2236284e+02 2.30e+02 9.15e+01 0.2 2.75e+02 - 1.00e+00 1.00e+00f 1
26r 1.1480808e+02 1.62e+02 2.86e+01 -0.5 1.43e+02 - 1.00e+00 1.00e+00f 1
27r 1.2022237e+02 1.48e+01 6.56e+00 -0.5 6.03e+02 - 1.00e+00 9.62e-01f 1
28 4.5108004e+01 5.32e+01 1.15e+01 -2.5 9.66e+03 - 3.97e-01 1.00e+00F 1
29 2.2441897e+01 8.34e+03 5.08e+01 -2.5 5.40e+03 - 1.00e+00 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
30 2.1162387e+01 2.74e+03 3.14e+03 -2.5 4.52e+03 -2.1 1.00e+00 1.00e+00h 1
31 1.1250454e+01 1.02e+03 3.68e+03 -2.5 5.51e+01 -2.5 1.00e+00 1.00e+00h 1
32 1.0654480e+01 8.21e+00 9.36e+01 -2.5 6.26e+02 - 1.00e+00 1.00e+00h 1
33 7.1075326e+00 1.03e+03 3.33e+01 -2.5 2.43e+03 - 1.00e+00 1.00e+00f 1
34 5.8946489e+00 7.05e+02 1.23e+00 -2.5 1.42e+03 - 1.00e+00 1.00e+00h 1
35 5.8572551e+00 1.33e+02 1.19e-01 -2.5 4.60e+00 - 1.00e+00 1.00e+00h 1
36 5.8517035e+00 2.41e-02 1.93e-04 -2.5 7.47e-03 - 1.00e+00 1.00e+00h 1
37 5.8516577e+00 1.24e-01 1.05e-04 -3.8 5.27e-03 - 1.00e+00 1.00e+00h 1
38 5.8516565e+00 3.44e-04 2.96e-07 -5.7 2.78e-04 - 1.00e+00 1.00e+00h 1
39 5.8516565e+00 5.98e-08 5.08e-11 -8.6 3.66e-06 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 39
(scaled) (unscaled)
Objective...............: 5.8516565082017946e+00 5.8516565082017946e+00
Dual infeasibility......: 5.0805359919081639e-11 5.0805359919081639e-11
Constraint violation....: 2.0767975944816557e-10 5.9750163927674294e-08
Complementarity.........: 2.5077414118995009e-09 2.5077414118995009e-09
Overall NLP error.......: 2.5077414118995009e-09 5.9750163927674294e-08
Number of objective function evaluations = 114
Number of objective gradient evaluations = 28
Number of equality constraint evaluations = 114
Number of inequality constraint evaluations = 0
Number of equality constraint Jacobian evaluations = 41
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations = 39
Total CPU secs in IPOPT (w/o function evaluations) = 0.040
Total CPU secs in NLP function evaluations = 0.055
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...: 3750
Number of nonzeros in inequality constraint Jacobian.: 0
Number of nonzeros in Lagrangian Hessian.............: 2200
Total number of variables............................: 1102
variables with only lower bounds: 0
variables with lower and upper bounds: 300
variables with only upper bounds: 0
Total number of equality constraints.................: 1100
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 6.7922021e+01 3.15e+00 4.84e+01 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 5.0300015e+00 1.75e+03 5.07e+00 -1.0 1.37e+04 - 9.75e-01 1.00e+00f 1
2 5.0350009e+00 6.16e+02 1.42e+00 -1.0 6.56e+02 - 1.00e+00 1.00e+00h 1
3 4.8007403e+00 6.32e+02 1.51e-01 -1.0 1.82e+02 - 1.00e+00 1.00e+00H 1
4 4.8387706e+00 1.68e+00 1.73e-02 -1.0 3.00e+02 - 1.00e+00 1.00e+00h 1
5 4.7721075e+00 2.54e+02 2.06e-01 -2.5 4.38e+02 - 9.87e-01 1.00e+00h 1
6 4.7698935e+00 3.17e+01 1.97e-01 -2.5 1.75e+02 - 1.00e+00 1.00e+00h 1
7 4.7704006e+00 9.22e+00 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
8 4.7692905e+00 1.02e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
9 4.7684205e+00 7.71e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
10 4.7704626e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
11 4.7775740e+00 1.16e+00 2.13e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
12 4.7741249e+00 1.06e-01 2.03e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
13 4.7778759e+00 8.46e-02 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
14 4.7744686e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
15 4.7778831e+00 4.62e-03 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
16 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
17 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
18 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
19 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
21 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
22 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
23 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
24 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
25 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
26 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
27 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
28 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
29 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
31 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
32 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
33 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
34 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
35 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
36 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
37 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
38 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
39 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
40 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
41 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
42 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
43 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
44 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
45 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
46 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
47 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
48 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
49 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
50 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
51 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
52 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
53 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
54 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
55 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
56 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
57 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
58 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
59 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
60 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
61 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
62 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
63 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
64 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
65 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
66 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
67 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
68 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
69 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
70 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
71 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
72 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
73 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
74 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
75 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
76 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
77 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
78 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
79 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
81 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
82 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
83 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
84 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
85 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
86 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
87 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
88 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
89 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
91 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
92 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
93 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
94 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
95 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
96 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
97 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
98 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
99 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
100 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
101 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
102 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
103 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
104 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
105 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
106 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
107 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
108 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
109 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
111 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
112 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
113 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
114 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
115 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
116 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
117 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
118 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
119 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
121 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
122 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
123 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
124 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
125 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
126 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
127 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
128 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
129 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+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 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
131 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
132 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
133 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
134 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
135 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
136 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
137 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
138 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
139 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
140 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
141 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
142 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
143 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
144 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
145 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
146 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
147 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
148 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
149 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
150 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
151 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
152 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
153 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
154 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
155 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
156 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
157 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
158 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
159 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
160 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
161 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
162 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
163 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
164 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
165 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
166 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
167 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
168 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
169 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
170 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
171 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
172 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
173 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
174 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
175 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
176 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
177 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
178 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
179 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
181 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
182 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
183 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
184 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
185 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
186 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
187 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
188 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
189 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
190 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
191 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
192 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
193 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
194 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
195 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
196 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
197 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
198 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
199 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
201 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
202 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
203 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
204 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
205 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
206 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
207 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
208 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
209 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
210 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
211 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
212 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
213 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
214 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
215 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
216 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
217 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
218 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
219 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
220 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
221 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
222 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
223 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
224 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
225 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
226 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
227 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
228 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
229 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
231 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
232 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
233 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
234 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
235 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
236 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
237 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
238 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
239 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
240 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
241 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
242 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
243 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
244 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
245 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
246 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
247 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
248 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
249 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+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 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
251 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
252 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
253 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
254 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
255 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
256 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
257 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
258 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
259 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
261 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
262 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
263 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
264 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
265 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
266 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
267 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
268 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
269 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
270 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
271 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
272 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
273 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
274 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
275 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
276 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
277 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
278 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
279 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
281 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
282 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
283 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
284 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
285 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
286 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
287 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
288 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
289 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
290 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
291 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
292 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
293 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
294 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
295 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
296 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
297 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
298 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
299 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
300 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
301 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
302 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
303 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
304 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
305 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
306 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
307 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
308 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
309 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
311 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
312 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
313 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
314 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
315 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
316 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
317 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
318 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
319 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
320 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
321 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
322 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
323 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
324 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
325 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
326 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
327 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
328 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
329 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
331 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
332 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
333 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
334 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
335 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
336 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
337 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
338 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
339 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
340 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
341 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
342 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
343 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
344 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
345 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
346 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
347 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
348 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
349 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
350 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
351 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
352 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
353 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
354 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
355 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
356 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
357 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
358 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
359 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
360 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
361 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
362 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
363 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
364 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
365 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
366 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
367 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
368 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
369 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
371 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
372 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
373 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
374 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
375 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
376 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
377 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
378 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
379 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
381 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
382 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
383 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
384 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
385 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
386 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
387 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
388 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
389 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
390 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
391 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
392 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
393 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
394 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
395 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
396 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
397 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
398 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
399 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
401 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
402 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
403 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
404 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
405 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
406 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
407 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
408 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
409 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
411 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
412 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
413 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
414 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
415 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
416 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
417 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
418 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
419 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
420 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
421 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
422 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
423 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
424 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
425 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
426 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
427 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
428 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
429 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
430 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
431 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
432 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
433 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
434 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
435 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
436 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
437 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
438 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
439 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
441 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
442 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
443 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
444 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
445 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
446 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
447 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
448 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
449 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
450 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
451 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
452 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
453 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
454 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
455 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
456 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
457 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
458 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
459 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
461 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
462 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
463 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
464 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
465 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
466 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
467 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
468 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
469 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
471 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
472 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
473 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
474 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
475 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
476 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
477 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
478 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
479 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
480 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
481 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
482 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
483 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
484 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
485 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
486 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
487 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
488 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
489 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
490 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
491 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
492 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
493 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
494 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
495 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
496 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
497 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
498 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
499 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
501 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
502 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
503 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
504 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
505 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
506 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
507 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
508 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
509 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+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 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
511 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
512 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
513 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
514 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
515 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
516 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
517 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
518 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
519 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
520 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
521 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
522 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
523 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
524 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
525 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
526 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
527 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
528 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
529 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
531 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
532 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
533 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
534 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
535 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
536 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
537 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
538 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
539 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
541 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
542 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
543 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
544 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
545 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
546 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
547 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
548 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
549 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
550 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
551 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
552 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
553 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
554 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
555 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
556 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
557 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
558 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
559 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
560 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
561 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
562 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
563 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
564 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
565 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
566 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
567 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
568 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
569 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
571 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
572 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
573 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
574 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
575 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
576 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
577 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
578 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
579 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
580 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
581 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
582 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
583 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
584 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
585 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
586 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
587 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
588 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
589 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+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 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
591 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
592 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
593 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
594 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
595 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
596 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
597 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
598 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
599 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
601 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
602 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
603 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
604 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
605 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
606 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
607 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
608 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
609 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
610 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
611 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
612 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
613 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
614 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
615 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
616 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
617 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
618 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
619 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
620 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
621 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
622 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
623 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
624 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
625 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
626 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
627 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
628 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
629 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
630 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
631 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
632 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
633 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
634 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
635 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
636 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
637 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
638 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
639 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
640 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
641 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
642 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
643 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
644 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
645 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
646 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
647 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
648 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
649 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
651 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
652 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
653 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
654 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
655 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
656 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
657 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
658 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
659 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
660 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
661 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
662 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
663 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
664 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
665 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
666 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
667 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
668 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
669 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
670 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
671 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
672 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
673 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
674 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
675 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
676 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
677 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
678 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
679 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
680 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
681 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
682 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
683 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
684 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
685 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
686 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
687 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
688 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
689 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
691 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
692 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
693 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
694 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
695 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
696 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
697 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
698 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
699 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
700 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
701 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
702 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
703 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
704 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
705 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
706 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
707 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
708 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
709 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
710 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
711 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
712 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
713 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
714 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
715 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
716 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
717 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
718 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
719 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
721 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
722 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
723 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
724 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
725 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
726 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
727 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
728 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
729 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
730 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
731 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
732 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
733 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
734 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
735 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
736 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
737 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
738 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
739 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
740 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
741 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
742 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
743 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
744 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
745 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
746 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
747 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
748 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
749 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
750 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
751 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
752 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
753 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
754 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
755 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
756 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
757 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
758 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
759 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
760 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
761 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
762 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
763 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
764 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
765 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
766 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
767 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
768 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
769 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
771 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
772 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
773 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
774 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
775 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
776 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
777 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
778 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
779 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
781 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
782 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
783 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
784 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
785 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
786 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
787 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
788 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
789 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
791 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
792 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
793 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
794 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
795 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
796 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
797 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
798 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
799 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
800 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
801 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
802 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
803 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
804 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
805 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
806 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
807 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
808 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
809 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
810 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
811 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
812 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
813 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
814 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
815 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
816 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
817 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
818 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
819 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
821 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
822 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
823 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
824 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
825 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
826 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
827 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
828 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
829 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
830 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
831 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
832 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
833 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
834 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
835 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
836 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
837 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
838 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
839 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
840 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
841 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
842 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
843 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
844 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
845 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
846 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
847 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
848 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
849 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
850 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
851 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
852 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
853 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
854 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
855 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
856 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
857 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
858 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
859 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
860 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
861 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
862 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
863 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
864 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
865 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
866 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
867 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
868 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
869 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
870 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
871 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
872 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
873 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
874 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
875 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
876 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
877 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
878 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
879 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+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 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
881 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
882 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
883 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
884 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
885 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
886 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
887 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
888 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
889 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
891 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
892 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
893 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
894 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
895 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
896 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
897 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
898 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
899 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
900 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
901 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
902 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
903 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
904 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
905 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
906 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
907 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
908 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
909 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
910 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
911 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
912 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
913 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
914 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
915 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
916 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
917 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
918 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
919 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
920 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
921 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
922 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
923 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
924 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
925 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
926 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
927 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
928 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
929 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
930 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
931 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
932 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
933 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
934 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
935 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
936 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
937 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
938 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
939 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
941 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
942 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
943 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
944 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
945 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
946 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
947 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
948 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
949 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
951 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
952 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
953 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
954 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
955 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
956 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
957 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
958 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
959 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
960 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
961 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
962 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
963 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
964 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
965 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
966 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
967 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
968 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
969 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
971 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
972 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
973 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
974 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
975 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
976 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
977 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
978 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
979 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
981 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
982 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
983 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
984 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
985 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
986 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
987 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
988 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
989 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+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 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
991 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
992 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
993 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
994 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
995 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
996 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
997 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
998 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
999 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1000 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1001 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1002 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1003 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1004 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1005 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1006 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1007 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1008 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1009 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1010 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1011 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1012 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1013 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1014 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1015 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1016 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1017 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1018 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1019 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1020 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1021 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1022 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1023 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1024 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1025 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1026 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1027 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1028 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1029 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1030 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1031 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1032 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1033 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1034 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1035 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1036 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1037 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1038 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1039 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1041 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1042 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1043 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1044 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1045 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1046 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1047 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1048 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1049 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1050 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1051 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1052 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1053 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1054 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1055 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1056 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1057 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1058 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1059 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1061 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1062 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1063 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1064 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1065 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1066 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1067 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1068 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1069 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1070 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1071 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1072 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1073 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1074 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1075 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1076 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1077 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1078 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1079 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1080 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1081 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1082 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1083 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1084 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1085 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1086 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1087 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1088 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1089 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1091 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1092 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1093 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1094 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1095 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1096 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1097 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1098 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1099 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1100 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1101 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1102 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1103 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1104 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1105 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1106 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1107 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1108 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1109 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+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 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1111 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1112 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1113 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1114 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1115 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1116 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1117 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1118 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1119 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1121 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1122 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1123 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1124 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1125 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1126 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1127 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1128 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1129 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1130 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1131 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1132 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1133 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1134 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1135 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1136 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1137 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1138 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1139 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1141 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1142 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1143 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1144 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1145 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1146 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1147 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1148 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1149 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1150 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1151 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1152 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1153 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1154 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1155 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1156 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1157 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1158 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1159 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1160 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1161 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1162 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1163 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1164 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1165 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1166 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1167 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1168 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1169 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1171 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1172 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1173 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1174 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1175 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1176 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1177 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1178 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1179 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1180 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1181 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1182 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1183 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1184 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1185 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1186 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1187 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1188 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1189 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1191 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1192 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1193 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1194 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1195 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1196 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1197 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1198 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1199 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1200 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1201 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1202 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1203 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1204 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1205 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1206 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1207 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1208 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1209 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1210 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1211 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1212 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1213 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1214 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1215 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1216 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1217 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1218 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1219 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1220 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1221 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1222 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1223 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1224 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1225 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1226 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1227 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1228 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1229 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1231 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1232 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1233 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1234 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1235 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1236 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1237 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1238 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1239 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1241 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1242 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1243 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1244 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1245 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1246 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1247 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1248 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1249 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1250 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1251 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1252 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1253 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1254 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1255 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1256 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1257 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1258 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1259 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1261 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1262 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1263 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1264 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1265 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1266 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1267 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1268 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1269 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1271 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1272 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1273 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1274 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1275 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1276 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1277 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1278 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1279 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1280 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1281 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1282 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1283 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1284 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1285 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1286 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1287 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1288 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1289 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1290 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1291 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1292 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1293 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1294 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1295 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1296 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1297 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1298 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1299 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1301 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1302 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1303 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1304 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1305 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1306 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1307 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1308 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1309 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1310 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1311 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1312 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1313 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1314 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1315 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1316 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1317 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1318 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1319 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1321 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1322 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1323 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1324 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1325 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1326 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1327 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1328 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1329 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1331 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1332 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1333 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1334 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1335 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1336 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1337 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1338 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1339 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1340 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1341 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1342 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1343 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1344 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1345 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1346 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1347 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1348 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1349 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1350 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1351 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1352 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1353 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1354 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1355 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1356 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1357 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1358 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1359 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1361 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1362 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1363 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1364 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1365 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1366 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1367 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1368 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1369 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+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 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1371 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1372 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1373 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1374 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1375 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1376 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1377 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1378 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1379 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1380 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1381 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1382 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1383 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1384 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1385 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1386 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1387 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1388 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1389 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1391 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1392 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1393 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1394 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1395 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1396 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1397 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1398 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1399 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1401 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1402 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1403 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1404 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1405 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1406 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1407 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1408 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1409 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1410 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1411 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1412 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1413 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1414 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1415 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1416 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1417 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1418 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1419 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1420 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1421 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1422 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1423 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1424 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1425 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1426 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1427 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1428 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1429 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1431 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1432 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1433 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1434 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1435 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1436 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1437 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1438 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1439 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1440 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1441 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1442 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1443 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1444 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1445 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1446 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1447 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1448 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1449 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+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 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1451 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1452 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1453 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1454 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1455 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1456 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1457 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1458 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1459 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1461 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1462 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1463 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1464 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1465 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1466 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1467 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1468 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1469 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1470 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1471 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1472 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1473 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1474 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1475 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1476 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1477 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1478 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1479 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1480 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1481 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1482 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1483 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1484 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1485 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1486 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1487 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1488 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1489 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1490 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1491 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1492 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1493 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1494 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1495 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1496 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1497 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1498 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1499 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1500 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1501 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1502 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1503 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1504 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1505 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1506 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1507 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1508 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1509 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1511 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1512 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1513 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1514 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1515 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1516 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1517 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1518 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1519 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1520 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1521 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1522 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1523 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1524 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1525 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1526 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1527 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1528 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1529 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1530 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1531 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1532 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1533 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1534 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1535 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1536 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1537 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1538 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1539 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1540 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1541 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1542 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1543 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1544 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1545 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1546 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1547 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1548 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1549 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1551 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1552 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1553 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1554 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1555 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1556 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1557 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1558 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1559 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1560 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1561 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1562 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1563 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1564 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1565 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1566 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1567 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1568 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1569 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1570 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1571 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1572 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1573 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1574 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1575 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1576 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1577 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1578 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1579 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1581 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1582 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1583 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1584 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1585 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1586 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1587 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1588 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1589 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1590 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1591 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1592 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1593 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1594 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1595 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1596 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1597 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1598 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1599 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1600 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1601 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1602 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1603 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1604 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1605 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1606 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1607 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1608 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1609 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1610 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1611 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1612 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1613 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1614 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1615 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1616 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1617 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1618 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1619 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1620 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1621 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1622 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1623 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1624 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1625 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1626 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1627 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1628 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1629 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1631 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1632 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1633 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1634 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1635 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1636 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1637 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1638 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1639 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1641 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1642 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1643 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1644 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1645 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1646 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1647 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1648 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1649 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1651 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1652 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1653 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1654 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1655 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1656 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1657 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1658 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1659 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1660 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1661 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1662 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1663 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1664 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1665 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1666 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1667 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1668 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1669 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1670 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1671 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1672 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1673 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1674 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1675 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1676 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1677 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1678 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1679 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1681 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1682 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1683 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1684 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1685 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1686 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1687 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1688 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1689 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1690 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1691 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1692 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1693 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1694 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1695 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1696 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1697 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1698 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1699 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1700 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1701 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1702 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1703 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1704 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1705 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1706 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1707 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1708 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1709 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1710 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1711 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1712 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1713 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1714 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1715 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1716 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1717 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1718 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1719 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1720 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1721 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1722 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1723 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1724 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1725 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1726 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1727 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1728 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1729 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1730 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1731 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1732 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1733 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1734 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1735 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1736 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1737 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1738 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1739 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+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 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1741 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1742 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1743 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1744 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1745 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1746 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1747 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1748 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1749 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1751 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1752 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1753 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1754 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1755 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1756 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1757 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1758 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1759 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1760 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1761 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1762 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1763 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1764 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1765 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1766 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1767 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1768 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1769 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1770 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1771 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1772 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1773 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1774 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1775 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1776 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1777 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1778 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1779 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1780 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1781 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1782 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1783 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1784 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1785 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1786 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1787 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1788 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1789 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1790 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1791 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1792 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1793 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1794 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1795 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1796 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1797 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1798 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1799 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1801 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1802 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1803 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1804 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1805 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1806 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1807 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1808 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1809 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1811 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1812 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1813 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1814 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1815 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1816 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1817 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1818 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1819 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1820 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1821 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1822 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1823 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1824 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1825 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1826 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1827 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1828 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1829 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1831 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1832 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1833 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1834 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1835 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1836 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1837 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1838 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1839 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1841 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1842 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1843 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1844 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1845 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1846 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1847 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1848 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1849 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1850 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1851 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1852 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1853 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1854 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1855 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1856 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1857 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1858 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1859 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1860 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1861 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1862 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1863 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1864 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1865 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1866 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1867 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1868 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1869 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1870 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1871 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1872 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1873 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1874 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1875 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1876 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1877 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1878 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1879 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1880 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1881 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1882 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1883 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1884 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1885 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1886 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
1887 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1888 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1889 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1890 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1891 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1892 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1893 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1894 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1895 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1896 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1897 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1898 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1899 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1901 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1902 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1903 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1904 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1905 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1906 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1907 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
1908 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1909 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1910 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
1911 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1912 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1913 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1914 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1915 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1916 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1917 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1918 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1919 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1921 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1922 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1923 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1924 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1925 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1926 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
1927 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1928 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1929 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1930 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1931 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1932 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1933 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1934 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1935 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1936 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
1937 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1938 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1939 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1940 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1941 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1942 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1943 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1944 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1945 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1946 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1947 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1948 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1949 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1951 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1952 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1953 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1954 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1955 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1956 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1957 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1958 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1959 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1960 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
1961 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
1962 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1963 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
1964 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1965 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1966 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
1967 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
1968 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
1969 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+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 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1971 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1972 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1973 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1974 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1975 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1976 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1977 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
1978 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
1979 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1981 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1982 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1983 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1984 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1985 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
1986 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
1987 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
1988 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1989 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
1990 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1991 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
1992 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1993 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
1994 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
1995 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
1996 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
1997 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
1998 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
1999 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2001 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2002 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2003 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2004 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2005 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2006 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2007 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2008 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2009 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2010 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2011 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2012 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2013 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2014 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2015 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2016 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2017 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2018 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2019 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2020 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2021 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2022 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2023 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2024 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2025 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2026 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2027 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2028 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2029 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2031 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2032 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2033 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2034 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2035 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2036 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2037 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2038 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2039 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2040 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2041 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2042 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2043 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2044 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2045 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2046 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2047 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2048 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2049 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2051 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2052 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2053 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2054 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2055 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2056 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2057 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2058 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2059 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2060 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2061 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2062 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2063 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2064 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2065 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2066 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2067 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2068 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2069 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2070 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2071 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2072 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2073 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2074 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2075 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2076 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2077 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2078 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2079 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2080 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2081 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2082 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2083 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2084 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2085 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2086 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2087 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2088 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2089 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2091 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2092 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2093 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2094 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2095 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2096 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2097 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2098 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2099 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2101 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2102 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2103 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2104 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2105 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2106 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2107 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2108 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2109 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2110 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2111 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2112 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2113 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2114 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2115 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2116 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2117 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2118 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2119 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2121 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2122 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2123 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2124 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2125 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2126 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2127 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2128 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2129 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2131 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2132 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2133 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2134 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2135 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2136 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2137 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2138 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2139 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2140 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2141 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2142 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2143 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2144 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2145 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2146 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2147 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2148 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2149 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2150 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2151 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2152 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2153 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2154 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2155 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2156 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2157 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2158 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2159 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2161 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2162 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2163 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2164 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2165 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2166 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2167 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2168 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2169 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2170 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2171 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2172 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2173 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2174 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2175 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2176 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2177 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2178 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2179 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2181 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2182 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2183 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2184 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2185 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2186 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2187 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2188 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2189 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2191 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2192 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2193 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2194 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2195 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2196 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2197 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2198 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2199 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2200 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2201 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2202 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2203 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2204 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2205 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2206 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2207 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2208 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2209 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2210 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2211 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2212 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2213 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2214 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2215 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2216 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2217 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2218 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2219 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2221 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2222 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2223 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2224 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2225 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2226 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2227 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2228 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2229 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+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 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2231 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2232 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2233 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2234 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2235 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2236 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2237 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2238 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2239 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2240 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2241 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2242 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2243 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2244 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2245 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2246 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2247 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2248 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2249 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2251 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2252 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2253 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2254 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2255 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2256 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2257 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2258 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2259 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2261 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2262 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2263 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2264 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2265 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2266 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2267 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2268 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2269 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2270 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2271 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2272 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2273 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2274 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2275 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2276 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2277 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2278 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2279 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2280 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2281 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2282 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2283 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2284 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2285 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2286 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2287 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2288 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2289 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2291 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2292 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2293 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2294 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2295 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2296 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2297 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2298 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2299 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2300 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2301 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2302 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2303 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2304 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2305 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2306 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2307 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2308 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2309 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+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 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2311 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2312 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2313 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2314 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2315 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2316 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2317 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2318 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2319 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2321 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2322 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2323 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2324 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2325 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2326 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2327 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2328 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2329 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2330 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2331 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2332 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2333 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2334 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2335 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2336 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2337 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2338 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2339 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2340 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2341 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2342 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2343 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2344 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2345 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2346 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2347 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2348 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2349 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2350 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2351 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2352 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2353 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2354 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2355 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2356 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2357 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2358 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2359 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2360 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2361 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2362 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2363 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2364 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2365 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2366 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2367 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2368 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2369 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2371 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2372 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2373 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2374 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2375 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2376 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2377 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2378 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2379 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2380 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2381 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2382 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2383 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2384 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2385 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2386 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2387 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2388 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2389 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2390 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2391 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2392 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2393 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2394 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2395 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2396 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2397 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2398 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2399 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2400 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2401 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2402 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2403 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2404 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2405 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2406 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2407 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2408 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2409 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2411 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2412 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2413 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2414 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2415 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2416 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2417 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2418 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2419 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2420 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2421 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2422 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2423 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2424 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2425 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2426 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2427 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2428 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2429 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2430 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2431 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2432 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2433 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2434 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2435 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2436 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2437 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2438 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2439 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2441 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2442 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2443 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2444 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2445 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2446 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2447 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2448 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2449 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2450 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2451 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2452 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2453 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2454 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2455 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2456 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2457 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2458 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2459 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2460 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2461 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2462 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2463 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2464 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2465 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2466 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2467 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2468 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2469 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2470 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2471 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2472 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2473 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2474 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2475 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2476 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2477 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2478 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2479 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2480 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2481 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2482 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2483 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2484 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2485 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2486 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2487 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2488 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2489 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2491 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2492 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2493 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2494 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2495 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2496 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2497 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2498 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2499 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2501 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2502 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2503 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2504 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2505 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2506 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2507 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2508 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2509 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2511 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2512 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2513 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2514 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2515 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2516 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2517 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2518 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2519 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2520 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2521 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2522 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2523 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2524 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2525 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2526 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2527 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2528 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2529 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2530 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2531 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2532 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2533 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2534 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2535 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2536 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2537 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2538 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2539 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2541 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2542 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2543 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2544 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2545 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2546 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2547 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2548 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2549 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2550 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2551 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2552 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2553 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2554 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2555 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2556 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2557 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2558 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2559 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2560 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2561 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2562 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2563 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2564 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2565 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2566 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2567 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2568 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2569 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2570 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2571 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2572 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2573 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2574 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2575 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2576 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2577 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2578 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2579 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2580 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2581 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2582 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2583 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2584 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2585 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2586 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2587 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2588 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2589 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2590 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2591 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2592 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2593 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2594 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2595 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2596 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2597 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2598 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2599 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+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 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2601 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2602 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2603 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2604 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2605 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2606 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2607 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2608 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2609 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+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 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2611 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2612 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2613 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2614 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2615 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2616 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2617 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2618 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2619 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2620 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2621 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2622 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2623 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2624 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2625 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2626 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2627 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2628 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2629 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2630 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2631 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2632 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2633 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2634 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2635 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2636 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2637 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2638 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2639 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2640 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2641 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2642 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2643 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2644 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2645 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2646 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2647 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2648 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2649 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2650 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2651 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2652 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2653 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2654 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2655 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2656 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2657 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2658 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2659 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2661 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2662 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2663 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2664 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2665 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2666 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2667 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2668 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2669 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2671 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2672 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2673 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2674 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2675 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2676 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2677 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2678 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2679 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2680 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2681 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2682 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2683 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2684 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2685 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2686 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2687 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2688 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2689 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2691 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2692 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2693 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2694 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2695 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2696 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2697 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2698 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2699 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+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 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2701 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2702 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2703 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2704 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2705 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2706 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2707 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2708 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2709 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+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 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2711 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2712 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2713 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2714 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2715 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2716 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2717 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2718 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2719 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2720 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2721 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2722 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2723 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2724 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2725 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2726 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2727 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2728 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2729 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2730 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2731 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2732 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2733 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2734 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2735 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2736 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2737 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2738 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2739 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2740 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2741 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2742 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2743 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2744 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2745 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2746 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2747 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2748 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2749 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2750 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2751 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2752 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2753 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2754 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2755 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2756 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2757 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2758 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2759 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+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 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2761 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2762 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2763 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2764 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2765 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2766 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2767 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2768 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2769 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2770 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2771 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2772 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2773 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2774 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2775 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2776 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2777 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2778 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2779 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2781 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2782 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2783 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2784 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2785 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2786 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2787 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2788 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2789 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2790 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2791 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2792 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2793 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2794 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2795 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2796 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2797 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2798 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2799 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2800 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2801 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2802 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2803 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2804 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2805 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2806 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2807 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2808 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2809 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2811 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2812 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2813 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2814 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2815 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2816 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2817 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2818 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2819 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2820 4.7777484e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2821 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2822 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2823 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2824 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2825 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2826 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2827 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2828 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2829 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+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 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2831 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2832 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2833 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2834 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2835 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2836 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2837 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2838 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2839 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+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 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2841 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2842 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2843 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2844 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2845 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2846 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2847 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2848 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2849 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2850 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2851 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2852 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2853 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2854 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2855 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2856 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2857 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2858 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2859 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+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 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2861 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2862 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2863 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2864 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2865 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2866 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2867 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2868 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2869 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2870 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2871 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2872 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2873 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2874 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2875 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2876 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2877 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2878 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2879 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2880 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2881 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2882 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2883 4.7692673e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2884 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2885 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2886 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2887 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2888 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2889 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2891 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2892 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2893 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2894 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2895 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2896 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2897 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2898 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2899 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2900 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2901 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2902 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2903 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2904 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2905 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2906 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2907 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2908 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2909 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2911 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2912 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2913 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2914 4.7703383e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01h 2
2915 4.7700854e+00 1.83e+00 1.44e-01 -2.5 6.39e+01 - 1.00e+00 5.00e-01h 2
2916 4.7694868e+00 2.60e+00 1.49e-01 -2.5 6.91e+01 - 1.00e+00 1.00e+00h 1
2917 4.7740994e+00 1.45e-01 2.02e-01 -2.5 1.03e+02 - 1.00e+00 1.00e+00H 1
2918 4.7778795e+00 2.18e-04 2.14e-01 -2.5 1.40e+02 - 1.00e+00 1.00e+00H 1
2919 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2920 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2921 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2922 4.7744977e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2923 4.7720328e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2924 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2925 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2926 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2927 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2928 4.7720312e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2929 4.7693037e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2930 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2931 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2932 4.7778672e+00 2.30e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2933 4.7744952e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2934 4.7720309e+00 6.41e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2935 4.7693038e+00 4.15e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2936 4.7741127e+00 7.95e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2937 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2938 4.7744956e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2939 4.7731669e+00 1.61e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2940 4.7777483e+00 1.34e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2941 4.7744940e+00 1.51e-03 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2942 4.7692671e+00 1.03e+01 1.96e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00h 1
2943 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2944 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2945 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2946 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2947 4.7778595e+00 1.85e-04 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2948 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2949 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+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 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2951 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2952 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2953 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2954 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2955 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2956 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
2957 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
2958 4.7778595e+00 4.04e-03 2.14e-01 -2.5 1.35e+02 - 1.00e+00 1.00e+00H 1
2959 4.7741248e+00 1.11e-01 2.03e-01 -2.5 1.41e+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 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2961 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2962 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2963 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2964 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2965 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2966 4.7703395e+00 2.56e+00 9.76e-02 -2.5 1.41e+02 - 1.00e+00 5.00e-01f 2
2967 4.7704745e+00 2.20e+00 1.92e-01 -2.5 6.39e+01 - 1.00e+00 1.00e+00h 1
2968 4.7778573e+00 1.83e-04 2.14e-01 -2.5 1.34e+02 - 1.00e+00 1.00e+00H 1
2969 4.7741247e+00 1.11e-01 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
2970 4.7778825e+00 2.20e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2971 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2972 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2973 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2974 4.7720330e+00 6.40e-01 1.51e-01 -2.5 1.41e+02 - 1.00e+00 2.50e-01h 3
2975 4.7693037e+00 4.16e+00 1.72e-01 -2.5 8.84e+01 - 1.00e+00 1.00e+00h 1
2976 4.7741127e+00 7.94e-02 2.03e-01 -2.5 1.19e+02 - 1.00e+00 1.00e+00H 1
2977 4.7778808e+00 2.19e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2978 4.7744685e+00 4.70e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2979 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2981 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2982 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2983 4.7744681e+00 4.69e-02 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2984 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2985 4.7744957e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2986 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2987 4.7778696e+00 2.33e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 9.77e-04h 11
2988 4.7744953e+00 1.48e-03 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2989 4.7778832e+00 2.22e-04 2.14e-01 -2.5 1.41e+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 4.7744982e+00 2.36e-04 2.03e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00F 1
2991 4.7731691e+00 1.60e-01 1.78e-01 -2.5 1.41e+02 - 1.00e+00 1.25e-01h 4
2992 4.7777484e+00 1.35e-04 2.12e-01 -2.5 1.22e+02 - 1.00e+00 1.00e+00H 1
2993 4.7744667e+00 4.59e-02 2.03e-01 -2.5 1.39e+02 - 1.00e+00 1.00e+00F 1
2994 4.7778831e+00 2.22e-04 2.14e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00H 1
2995 4.7704779e+00 1.17e+01 1.95e-01 -2.5 1.41e+02 - 1.00e+00 1.00e+00f 1
2996 4.7692944e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2997 4.7704364e+00 1.03e+01 1.95e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2998 4.7692921e+00 1.03e+01 1.96e-01 -2.5 1.37e+02 - 1.00e+00 1.00e+00h 1
2999 4.7684212e+00 7.72e+00 9.77e-02 -2.5 1.37e+02 - 1.00e+00 5.00e-01h 2
iter objective inf_pr inf_du lg(mu) ||d|| lg(rg) alpha_du alpha_pr ls
3000 4.7704625e+00 2.24e+00 1.93e-01 -2.5 6.63e+01 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 3000
(scaled) (unscaled)
Objective...............: 4.7704625493775712e+00 4.7704625493775712e+00
Dual infeasibility......: 1.9283055294118168e-01 1.9283055294118168e-01
Constraint violation....: 8.8603448066635337e-03 2.2357708636845928e+00
Complementarity.........: 2.8284317888658522e-03 2.8284317888658522e-03
Overall NLP error.......: 1.9283055294118168e-01 2.2357708636845928e+00
Number of objective function evaluations = 12716
Number of objective gradient evaluations = 3001
Number of equality constraint evaluations = 12716
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) = 2.888
Total CPU secs in NLP function evaluations = 5.350
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...: 3750
Number of nonzeros in inequality constraint Jacobian.: 0
Number of nonzeros in Lagrangian Hessian.............: 2200
Total number of variables............................: 1102
variables with only lower bounds: 0
variables with lower and upper bounds: 300
variables with only upper bounds: 0
Total number of equality constraints.................: 1100
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 7.6226878e+01 3.03e+00 4.84e+01 -1.0 0.00e+00 - 0.00e+00 0.00e+00 0
1 4.6203947e+00 1.69e+03 4.66e+00 -1.0 1.32e+04 - 9.78e-01 1.00e+00f 1
2 4.5375915e+00 2.48e+02 6.13e-01 -1.0 6.14e+02 - 1.00e+00 1.00e+00h 1
3 4.3643957e+00 9.75e+02 8.82e-01 -1.7 1.74e+02 - 1.00e+00 1.00e+00h 1
4 4.3683770e+00 1.48e+02 1.45e-01 -1.7 3.94e+02 - 1.00e+00 1.00e+00h 1
5 4.3636448e+00 2.10e+00 1.97e-03 -1.7 1.78e+01 - 1.00e+00 1.00e+00h 1
6 4.3612579e+00 4.32e+00 4.24e-03 -3.8 7.31e+01 - 1.00e+00 1.00e+00h 1
7 4.3612343e+00 1.96e-03 1.53e-06 -3.8 6.79e-01 - 1.00e+00 1.00e+00h 1
8 4.3612341e+00 2.21e-04 2.22e-07 -5.7 5.36e-01 - 1.00e+00 1.00e+00h 1
9 4.3612341e+00 3.31e-08 3.34e-11 -8.6 6.61e-03 - 1.00e+00 1.00e+00h 1
Number of Iterations....: 9
(scaled) (unscaled)
Objective...............: 4.3612341063747451e+00 4.3612341063747451e+00
Dual infeasibility......: 3.3408609212415286e-11 3.3408609212415286e-11
Constraint violation....: 1.1511912627959689e-10 3.3120159059762955e-08
Complementarity.........: 2.5073951816528606e-09 2.5073951816528606e-09
Overall NLP error.......: 2.5073951816528606e-09 3.3120159059762955e-08
Number of objective function evaluations = 10
Number of objective gradient evaluations = 10
Number of equality constraint evaluations = 10
Number of inequality constraint evaluations = 0
Number of equality constraint Jacobian evaluations = 10
Number of inequality constraint Jacobian evaluations = 0
Number of Lagrangian Hessian evaluations = 9
Total CPU secs in IPOPT (w/o function evaluations) = 0.008
Total CPU secs in NLP function evaluations = 0.008
EXIT: Optimal Solution Found.
In [11]:
display(bootstrap_theta)
| fs.properties.tau[benzene,toluene] | fs.properties.tau[toluene,benzene] | |
|---|---|---|
| 0 | -0.785367 | 1.163944 |
| 1 | -0.850488 | 1.307434 |
| 2 | -0.900684 | 1.414968 |
| 3 | -0.931062 | 1.492930 |
In [ ]: