Multi-output Gaussian processes in GPflow¶
This notebook shows how to construct a multi-output GP model using GPflow, together with different interdomain inducing variables which lead to different approximation properties. GPflow provides a framework for specifying multioutput GP priors, and interdomain approximations which is - modular, by providing a consistent interface for the user of the resulting SVGP model, - extensible, by allowing new interdomain variables and kernels to be specified while reusing exising code where
possible, - efficient, by allowing the most efficient custom code path to be specified where desired.
Getting to grips with the maths and code can be a bit daunting, so to accompany the documentation there is an in-depth review on arXiv, which provides a unified mathematical framework, together with a high-level description of software design choices in GPflow.
This notebook shows the various design choices that can be made, to show the reader the flexibility of the framework. This is done in the hope that an example is provided that can be easily adapted to the special case that the reader wants to implement.
A reader who just wants to use a multioutput kernel should simply choose the most efficient set of inducing variables.
To cite this framework, please reference our arXiv paper.
@article{GPflow2020multioutput,
author = {{van der Wilk}, Mark and Dutordoir, Vincent and John, ST and
Artemev, Artem and Adam, Vincent and Hensman, James},
title = {A Framework for Interdomain and Multioutput {G}aussian Processes},
year = {2020},
journal = {arXiv:2003.01115},
url = {https://arxiv.org/abs/2003.01115}
}
\begin{equation}
\newcommand{\GP}{\mathcal{GP}}
\newcommand{\NN}{\mathcal{N}}
\newcommand{\LL}{\mathcal{L}}
\newcommand{\RR}{\mathbb{R}}
\newcommand{\EE}{\mathbb{E}}
\newcommand{\valpha}{\boldsymbol\alpha}
\newcommand{\vf}{\mathbf{f}}
\newcommand{\vF}{\mathbf{F}}
\newcommand{\vg}{\mathbf{g}}
\newcommand{\vW}{\mathbf{W}}
\newcommand{\vI}{\mathbf{I}}
\newcommand{\vZ}{\mathbf{Z}}
\newcommand{\vu}{\mathbf{u}}
\newcommand{\vU}{\mathbf{U}}
\newcommand{\vX}{\mathbf{X}}
\newcommand{\vY}{\mathbf{Y}}
\newcommand{\identity}{\mathbb{I}}
\end{equation}
Task¶
We will consider a regression problem for functions \(f: \mathbb{R}^D \rightarrow \mathbb{R}^P\). We assume that the dataset is of the form \((X, f_1), \dots, (X, f_P)\), that is, we observe all the outputs for a particular input location (for cases where there are not fully observed outputs for each input, see A simple demonstration of coregionalization).
Here we assume a model of the form:
\begin{equation}
f(x) = W g(x),
\end{equation}
where \(g(x) \in \mathbb{R}^L\), \(f(x) \in \mathbb{R}^P\) and \(W \in \mathbb{R}^{P \times L}\). We assume that the outputs of \(g\) are uncorrelated, and that by mixing them with \(W\) they become correlated. In this notebook, we show how to build this model using Sparse Variational Gaussian Process (SVGP) for \(g\), which scales well with the numbers of data points and outputs.
Here we have two options for \(g\): 1. The output dimensions of \(g\) share the same kernel. 1. Each output of \(g\) has a separate kernel.
In addition, we have two further suboptions for the inducing inputs of \(g\): 1. The instances of \(g\) share the same inducing inputs. 1. Each output of \(g\) has its own set of inducing inputs.
The notation is as follows: - \(X \in \mathbb{R}^{N \times D}\) denotes the input - \(Y \in \RR^{N \times P}\) denotes the output - \(k_{1..L}\), \(L\) are kernels on \(\RR^{N \times D}\) - \(g_{1..L}\), \(L\) are independent \(\GP\)s with \(g_l \sim \GP(0,k_l)\) - \(f_{1..P}\), \(P\) are correlated \(\GP\)s with \(\vf = \vW \vg\)
[1]:
import numpy as np
import matplotlib.pyplot as plt
import gpflow as gpf
import tensorflow as tf
from gpflow.utilities import print_summary
from gpflow.ci_utils import ci_niter
gpf.config.set_default_float(np.float64)
gpf.config.set_default_summary_fmt("notebook")
np.random.seed(0)
%matplotlib inline
MAXITER = ci_niter(2000)
Generate synthetic data¶
We create a utility function to generate synthetic data. We assume that:
[2]:
N = 100 # number of points
D = 1 # number of input dimensions
M = 15 # number of inducing points
L = 2 # number of latent GPs
P = 3 # number of observations = output dimensions
[3]:
def generate_data(N=100):
X = np.random.rand(N)[:, None] * 10 - 5 # Inputs = N x D
G = np.hstack((0.5 * np.sin(3 * X) + X, 3.0 * np.cos(X) - X)) # G = N x L
W = np.array([[0.5, -0.3, 1.5], [-0.4, 0.43, 0.0]]) # L x P
F = np.matmul(G, W) # N x P
Y = F + np.random.randn(*F.shape) * [0.2, 0.2, 0.2]
return X, Y
[4]:
X, Y = data = generate_data(N)
Zinit = np.linspace(-5, 5, M)[:, None]
We create a utility function for plotting:
[5]:
def plot_model(m, lower=-8.0, upper=8.0):
pX = np.linspace(lower, upper, 100)[:, None]
pY, pYv = m.predict_y(pX)
if pY.ndim == 3:
pY = pY[:, 0, :]
plt.plot(X, Y, "x")
plt.gca().set_prop_cycle(None)
plt.plot(pX, pY)
for i in range(pY.shape[1]):
top = pY[:, i] + 2.0 * pYv[:, i] ** 0.5
bot = pY[:, i] - 2.0 * pYv[:, i] ** 0.5
plt.fill_between(pX[:, 0], top, bot, alpha=0.3)
plt.xlabel("X")
plt.ylabel("f")
plt.title(f"ELBO: {m.elbo(data):.3}")
plt.plot(Z, Z * 0.0, "o")
Model the outputs of \(f(x)\) directly¶
The three following examples show how to model the outputs of the model \(f(x)\) directly. Mathematically, this case is equivalent to having:
\begin{equation}
f(x) = I g(x),
\end{equation}
i.e. \(W = I\) and \(P = L\).
1. Shared independent multi-output kernel (MOK) and shared independent inducing variables¶
Here the priors on all outputs are constrained to have the same kernel hyperparameters. We also share the inducing inputs between all outputs. The different GPs are independent both in the prior and the approximate posterior.
[6]:
# create multi-output kernel
kernel = gpf.kernels.SharedIndependent(
gpf.kernels.SquaredExponential() + gpf.kernels.Linear(), output_dim=P
)
# initialization of inducing input locations (M random points from the training inputs)
Z = Zinit.copy()
# create multi-output inducing variables from Z
iv = gpf.inducing_variables.SharedIndependentInducingVariables(
gpf.inducing_variables.InducingPoints(Z)
)
2022-03-18 10:09:27.791981: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:936] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
2022-03-18 10:09:27.795318: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcusolver.so.11'; dlerror: libcusolver.so.11: cannot open shared object file: No such file or directory
2022-03-18 10:09:27.795806: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1850] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
2022-03-18 10:09:27.796239: I tensorflow/core/platform/cpu_feature_guard.cc:151] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
[7]:
# create SVGP model as usual and optimize
m = gpf.models.SVGP(kernel, gpf.likelihoods.Gaussian(), inducing_variable=iv, num_latent_gps=P)
print_summary(m)
| name | class | transform | prior | trainable | shape | dtype | value |
|---|---|---|---|---|---|---|---|
| SVGP.kernel.kernel.kernels[0].variance | Parameter | Softplus | True | () | float64 | 1.0 | |
| SVGP.kernel.kernel.kernels[0].lengthscales | Parameter | Softplus | True | () | float64 | 1.0 | |
| SVGP.kernel.kernel.kernels[1].variance | Parameter | Softplus | True | () | float64 | 1.0 | |
| SVGP.likelihood.variance | Parameter | Softplus + Shift | True | () | float64 | 1.0 | |
| SVGP.inducing_variable.inducing_variable.Z | Parameter | Identity | True | (15, 1) | float64 | [[-5.... | |
| SVGP.q_mu | Parameter | Identity | True | (15, 3) | float64 | [[0., 0., 0.... | |
| SVGP.q_sqrt | Parameter | FillTriangular | True | (3, 15, 15) | float64 | [[[1., 0., 0.... |
[8]:
def optimize_model_with_scipy(model):
optimizer = gpf.optimizers.Scipy()
optimizer.minimize(
model.training_loss_closure(data),
variables=model.trainable_variables,
method="l-bfgs-b",
options={"disp": True, "maxiter": MAXITER},
)
optimize_model_with_scipy(m)
2022-03-18 10:09:27.845903: W tensorflow/python/util/util.cc:368] Sets are not currently considered sequences, but this may change in the future, so consider avoiding using them.
This problem is unconstrained.
RUNNING THE L-BFGS-B CODE
* * *
Machine precision = 2.220D-16
N = 424 M = 10
At X0 0 variables are exactly at the bounds
At iterate 0 f= 3.26251D+03 |proj g|= 1.79322D+03
At iterate 1 f= 1.42381D+03 |proj g|= 5.94444D+02
At iterate 2 f= 8.84935D+02 |proj g|= 3.56771D+02
At iterate 3 f= 5.15138D+02 |proj g|= 5.86730D+01
At iterate 4 f= 4.91599D+02 |proj g|= 4.57648D+01
At iterate 5 f= 4.83878D+02 |proj g|= 4.25475D+01
At iterate 6 f= 4.55434D+02 |proj g|= 2.73693D+01
At iterate 7 f= 4.20808D+02 |proj g|= 5.49701D+01
At iterate 8 f= 4.04327D+02 |proj g|= 7.51807D+01
At iterate 9 f= 3.80875D+02 |proj g|= 5.05081D+01
At iterate 10 f= 3.60975D+02 |proj g|= 4.18280D+01
At iterate 11 f= 3.56982D+02 |proj g|= 2.16764D+01
At iterate 12 f= 3.46620D+02 |proj g|= 4.81397D+01
At iterate 13 f= 3.40358D+02 |proj g|= 4.53443D+01
At iterate 14 f= 3.36718D+02 |proj g|= 1.65893D+01
At iterate 15 f= 3.33887D+02 |proj g|= 1.88957D+01
At iterate 16 f= 3.26642D+02 |proj g|= 4.29735D+01
At iterate 17 f= 3.17898D+02 |proj g|= 6.81228D+01
At iterate 18 f= 3.07196D+02 |proj g|= 6.65616D+01
At iterate 19 f= 2.87028D+02 |proj g|= 1.00605D+02
At iterate 20 f= 2.66325D+02 |proj g|= 5.21198D+01
At iterate 21 f= 2.49271D+02 |proj g|= 6.86826D+01
At iterate 22 f= 2.43177D+02 |proj g|= 6.79000D+01
At iterate 23 f= 2.35877D+02 |proj g|= 2.87791D+01
At iterate 24 f= 2.30153D+02 |proj g|= 4.72660D+01
At iterate 25 f= 2.29522D+02 |proj g|= 5.19721D+01
At iterate 26 f= 2.28558D+02 |proj g|= 1.02698D+01
At iterate 27 f= 2.28110D+02 |proj g|= 6.72763D+00
At iterate 28 f= 2.26973D+02 |proj g|= 2.68656D+01
At iterate 29 f= 2.25346D+02 |proj g|= 3.78599D+01
At iterate 30 f= 2.21900D+02 |proj g|= 5.08426D+01
At iterate 31 f= 2.16844D+02 |proj g|= 4.94128D+01
At iterate 32 f= 2.09570D+02 |proj g|= 4.56389D+01
At iterate 33 f= 2.06220D+02 |proj g|= 2.37505D+01
At iterate 34 f= 2.04747D+02 |proj g|= 1.15718D+01
At iterate 35 f= 2.03709D+02 |proj g|= 3.02427D+01
At iterate 36 f= 2.01866D+02 |proj g|= 2.61932D+01
At iterate 37 f= 1.96347D+02 |proj g|= 3.81344D+01
At iterate 38 f= 1.94008D+02 |proj g|= 3.11962D+01
At iterate 39 f= 1.90827D+02 |proj g|= 2.84823D+01
At iterate 40 f= 1.89954D+02 |proj g|= 5.21494D+01
At iterate 41 f= 1.87911D+02 |proj g|= 3.21404D+01
At iterate 42 f= 1.85929D+02 |proj g|= 2.02918D+01
At iterate 43 f= 1.82347D+02 |proj g|= 3.95466D+01
At iterate 44 f= 1.77794D+02 |proj g|= 4.73729D+01
At iterate 45 f= 1.76651D+02 |proj g|= 6.37087D+01
At iterate 46 f= 1.72005D+02 |proj g|= 3.62776D+01
At iterate 47 f= 1.67831D+02 |proj g|= 3.48762D+01
At iterate 48 f= 1.66195D+02 |proj g|= 5.32786D+01
At iterate 49 f= 1.64195D+02 |proj g|= 4.29904D+01
At iterate 50 f= 1.60046D+02 |proj g|= 2.23880D+01
At iterate 51 f= 1.54286D+02 |proj g|= 3.86893D+01
At iterate 52 f= 1.50842D+02 |proj g|= 1.18164D+02
At iterate 53 f= 1.44693D+02 |proj g|= 6.67544D+01
At iterate 54 f= 1.35544D+02 |proj g|= 6.07367D+01
At iterate 55 f= 1.34046D+02 |proj g|= 7.81003D+01
At iterate 56 f= 1.32015D+02 |proj g|= 2.45840D+01
At iterate 57 f= 1.30496D+02 |proj g|= 1.79845D+01
At iterate 58 f= 1.27947D+02 |proj g|= 3.96907D+01
At iterate 59 f= 1.22391D+02 |proj g|= 9.52902D+01
At iterate 60 f= 1.18004D+02 |proj g|= 1.05174D+02
At iterate 61 f= 1.12192D+02 |proj g|= 3.10244D+01
At iterate 62 f= 1.09714D+02 |proj g|= 3.67688D+01
At iterate 63 f= 1.07678D+02 |proj g|= 4.80071D+01
At iterate 64 f= 1.03156D+02 |proj g|= 2.02845D+02
At iterate 65 f= 1.01760D+02 |proj g|= 1.50935D+02
At iterate 66 f= 9.87793D+01 |proj g|= 3.01588D+01
At iterate 67 f= 9.77631D+01 |proj g|= 3.32735D+01
At iterate 68 f= 9.54136D+01 |proj g|= 5.84885D+01
At iterate 69 f= 9.21910D+01 |proj g|= 7.28558D+01
At iterate 70 f= 8.97482D+01 |proj g|= 1.14336D+02
At iterate 71 f= 8.64167D+01 |proj g|= 4.09068D+01
At iterate 72 f= 8.47065D+01 |proj g|= 4.61420D+01
At iterate 73 f= 8.18694D+01 |proj g|= 1.02697D+02
At iterate 74 f= 7.95180D+01 |proj g|= 5.88436D+01
At iterate 75 f= 7.85729D+01 |proj g|= 1.74137D+01
At iterate 76 f= 7.78678D+01 |proj g|= 3.45791D+01
At iterate 77 f= 7.71630D+01 |proj g|= 4.28150D+01
At iterate 78 f= 7.56312D+01 |proj g|= 6.82391D+01
At iterate 79 f= 7.44418D+01 |proj g|= 8.56036D+01
At iterate 80 f= 7.30225D+01 |proj g|= 4.77280D+01
At iterate 81 f= 7.17126D+01 |proj g|= 4.87643D+01
At iterate 82 f= 7.09651D+01 |proj g|= 1.94872D+01
At iterate 83 f= 7.02597D+01 |proj g|= 2.11093D+01
At iterate 84 f= 6.91964D+01 |proj g|= 8.40751D+01
At iterate 85 f= 6.80918D+01 |proj g|= 5.23380D+01
At iterate 86 f= 6.69643D+01 |proj g|= 2.08230D+01
At iterate 87 f= 6.67015D+01 |proj g|= 4.35372D+01
At iterate 88 f= 6.62886D+01 |proj g|= 2.49532D+01
At iterate 89 f= 6.54979D+01 |proj g|= 2.75406D+01
At iterate 90 f= 6.49786D+01 |proj g|= 2.87502D+01
At iterate 91 f= 6.47878D+01 |proj g|= 1.15931D+02
At iterate 92 f= 6.41130D+01 |proj g|= 2.84433D+01
At iterate 93 f= 6.40252D+01 |proj g|= 5.73508D+00
At iterate 94 f= 6.39544D+01 |proj g|= 5.92895D+00
At iterate 95 f= 6.37966D+01 |proj g|= 2.04991D+01
At iterate 96 f= 6.35222D+01 |proj g|= 2.79955D+01
At iterate 97 f= 6.33555D+01 |proj g|= 5.82381D+01
At iterate 98 f= 6.29668D+01 |proj g|= 1.35254D+01
At iterate 99 f= 6.27755D+01 |proj g|= 8.78095D+00
At iterate 100 f= 6.25623D+01 |proj g|= 2.41856D+01
At iterate 101 f= 6.22806D+01 |proj g|= 3.36025D+01
At iterate 102 f= 6.20976D+01 |proj g|= 2.61664D+01
At iterate 103 f= 6.18203D+01 |proj g|= 9.38783D+00
At iterate 104 f= 6.17018D+01 |proj g|= 8.52096D+00
At iterate 105 f= 6.16420D+01 |proj g|= 4.72323D+01
At iterate 106 f= 6.15022D+01 |proj g|= 2.65334D+01
At iterate 107 f= 6.13334D+01 |proj g|= 1.29883D+01
At iterate 108 f= 6.10362D+01 |proj g|= 2.15448D+01
At iterate 109 f= 6.07959D+01 |proj g|= 2.39887D+01
At iterate 110 f= 6.03508D+01 |proj g|= 3.17897D+01
At iterate 111 f= 6.00964D+01 |proj g|= 5.64992D+01
At iterate 112 f= 5.97267D+01 |proj g|= 1.43272D+01
At iterate 113 f= 5.95110D+01 |proj g|= 1.55230D+01
At iterate 114 f= 5.92284D+01 |proj g|= 3.00467D+01
At iterate 115 f= 5.89366D+01 |proj g|= 3.12404D+01
At iterate 116 f= 5.87455D+01 |proj g|= 1.65720D+01
At iterate 117 f= 5.86431D+01 |proj g|= 1.09293D+01
At iterate 118 f= 5.85602D+01 |proj g|= 8.45814D+00
At iterate 119 f= 5.83555D+01 |proj g|= 1.28989D+01
At iterate 120 f= 5.81436D+01 |proj g|= 1.41679D+01
At iterate 121 f= 5.81098D+01 |proj g|= 4.81671D+01
At iterate 122 f= 5.77907D+01 |proj g|= 1.29985D+01
At iterate 123 f= 5.76761D+01 |proj g|= 1.69880D+01
At iterate 124 f= 5.73876D+01 |proj g|= 2.70098D+01
At iterate 125 f= 5.73056D+01 |proj g|= 3.66710D+01
At iterate 126 f= 5.71638D+01 |proj g|= 1.54271D+01
At iterate 127 f= 5.70235D+01 |proj g|= 1.06679D+01
At iterate 128 f= 5.69058D+01 |proj g|= 1.68966D+01
At iterate 129 f= 5.68156D+01 |proj g|= 2.68197D+01
At iterate 130 f= 5.67268D+01 |proj g|= 6.43983D+00
At iterate 131 f= 5.66516D+01 |proj g|= 1.23175D+01
At iterate 132 f= 5.65888D+01 |proj g|= 1.54600D+01
At iterate 133 f= 5.64109D+01 |proj g|= 2.44708D+01
At iterate 134 f= 5.63021D+01 |proj g|= 1.50126D+01
At iterate 135 f= 5.61810D+01 |proj g|= 4.53039D+00
At iterate 136 f= 5.60600D+01 |proj g|= 1.25682D+01
At iterate 137 f= 5.59797D+01 |proj g|= 1.84130D+01
At iterate 138 f= 5.58734D+01 |proj g|= 2.34677D+01
At iterate 139 f= 5.57664D+01 |proj g|= 1.30872D+01
At iterate 140 f= 5.56892D+01 |proj g|= 1.28111D+01
At iterate 141 f= 5.55716D+01 |proj g|= 1.75221D+01
At iterate 142 f= 5.55108D+01 |proj g|= 4.51814D+01
At iterate 143 f= 5.53725D+01 |proj g|= 9.82306D+00
At iterate 144 f= 5.53250D+01 |proj g|= 7.33787D+00
At iterate 145 f= 5.52494D+01 |proj g|= 1.38862D+01
At iterate 146 f= 5.51731D+01 |proj g|= 1.86222D+01
At iterate 147 f= 5.50918D+01 |proj g|= 4.07801D+01
At iterate 148 f= 5.49288D+01 |proj g|= 1.38612D+01
At iterate 149 f= 5.48168D+01 |proj g|= 8.34891D+00
At iterate 150 f= 5.47266D+01 |proj g|= 1.47398D+01
At iterate 151 f= 5.46558D+01 |proj g|= 2.46494D+01
At iterate 152 f= 5.45828D+01 |proj g|= 8.61259D+00
At iterate 153 f= 5.45206D+01 |proj g|= 6.11705D+00
At iterate 154 f= 5.44498D+01 |proj g|= 1.16286D+01
At iterate 155 f= 5.43562D+01 |proj g|= 1.65237D+01
At iterate 156 f= 5.41905D+01 |proj g|= 2.92977D+01
At iterate 157 f= 5.40990D+01 |proj g|= 1.42850D+01
At iterate 158 f= 5.40048D+01 |proj g|= 7.74571D+00
At iterate 159 f= 5.39299D+01 |proj g|= 1.12450D+01
At iterate 160 f= 5.38771D+01 |proj g|= 1.18712D+01
At iterate 161 f= 5.38170D+01 |proj g|= 3.75783D+01
At iterate 162 f= 5.36903D+01 |proj g|= 1.50323D+01
At iterate 163 f= 5.36181D+01 |proj g|= 8.25352D+00
At iterate 164 f= 5.35622D+01 |proj g|= 1.30189D+01
At iterate 165 f= 5.35003D+01 |proj g|= 1.86418D+01
At iterate 166 f= 5.34042D+01 |proj g|= 1.09541D+01
At iterate 167 f= 5.33238D+01 |proj g|= 2.41771D+01
At iterate 168 f= 5.31988D+01 |proj g|= 7.24501D+00
At iterate 169 f= 5.31493D+01 |proj g|= 6.49171D+00
At iterate 170 f= 5.30665D+01 |proj g|= 7.41332D+00
At iterate 171 f= 5.30083D+01 |proj g|= 5.56041D+01
At iterate 172 f= 5.28440D+01 |proj g|= 7.69542D+00
At iterate 173 f= 5.27741D+01 |proj g|= 6.93964D+00
At iterate 174 f= 5.27113D+01 |proj g|= 1.05480D+01
At iterate 175 f= 5.25794D+01 |proj g|= 1.79960D+01
At iterate 176 f= 5.25477D+01 |proj g|= 5.10523D+01
At iterate 177 f= 5.22776D+01 |proj g|= 1.09298D+01
At iterate 178 f= 5.22087D+01 |proj g|= 7.51317D+00
At iterate 179 f= 5.21367D+01 |proj g|= 1.69841D+01
At iterate 180 f= 5.20631D+01 |proj g|= 8.95439D+00
At iterate 181 f= 5.20028D+01 |proj g|= 8.99093D+00
At iterate 182 f= 5.18780D+01 |proj g|= 1.17726D+01
At iterate 183 f= 5.18467D+01 |proj g|= 2.52861D+01
At iterate 184 f= 5.17921D+01 |proj g|= 8.31226D+00
At iterate 185 f= 5.17535D+01 |proj g|= 4.13957D+00
At iterate 186 f= 5.17142D+01 |proj g|= 7.87381D+00
At iterate 187 f= 5.16376D+01 |proj g|= 1.32357D+01
At iterate 188 f= 5.15923D+01 |proj g|= 2.82538D+01
At iterate 189 f= 5.15001D+01 |proj g|= 1.03813D+01
At iterate 190 f= 5.14041D+01 |proj g|= 7.18357D+00
At iterate 191 f= 5.13431D+01 |proj g|= 2.63992D+01
At iterate 192 f= 5.12771D+01 |proj g|= 1.04300D+01
At iterate 193 f= 5.12478D+01 |proj g|= 5.53201D+00
At iterate 194 f= 5.12048D+01 |proj g|= 1.06733D+01
At iterate 195 f= 5.11454D+01 |proj g|= 1.57093D+01
At iterate 196 f= 5.10417D+01 |proj g|= 1.53749D+01
At iterate 197 f= 5.09860D+01 |proj g|= 2.91750D+01
At iterate 198 f= 5.08953D+01 |proj g|= 8.62419D+00
At iterate 199 f= 5.08476D+01 |proj g|= 6.23686D+00
At iterate 200 f= 5.07994D+01 |proj g|= 1.27154D+01
At iterate 201 f= 5.06890D+01 |proj g|= 1.87894D+01
At iterate 202 f= 5.06585D+01 |proj g|= 5.96928D+01
At iterate 203 f= 5.05100D+01 |proj g|= 1.40805D+01
At iterate 204 f= 5.04538D+01 |proj g|= 7.02200D+00
At iterate 205 f= 5.04000D+01 |proj g|= 1.31749D+01
At iterate 206 f= 5.03678D+01 |proj g|= 3.45615D+01
At iterate 207 f= 5.03078D+01 |proj g|= 1.04125D+01
At iterate 208 f= 5.02561D+01 |proj g|= 6.81038D+00
At iterate 209 f= 5.02124D+01 |proj g|= 1.15780D+01
At iterate 210 f= 5.01351D+01 |proj g|= 1.91960D+01
At iterate 211 f= 5.00930D+01 |proj g|= 9.22806D+00
At iterate 212 f= 5.00600D+01 |proj g|= 4.36291D+00
At iterate 213 f= 5.00238D+01 |proj g|= 1.14937D+01
At iterate 214 f= 4.99800D+01 |proj g|= 1.71103D+01
At iterate 215 f= 4.98745D+01 |proj g|= 2.14625D+01
At iterate 216 f= 4.98238D+01 |proj g|= 3.03983D+01
At iterate 217 f= 4.97323D+01 |proj g|= 8.24755D+00
At iterate 218 f= 4.97010D+01 |proj g|= 3.89377D+00
At iterate 219 f= 4.96789D+01 |proj g|= 7.03257D+00
At iterate 220 f= 4.96452D+01 |proj g|= 1.04151D+01
At iterate 221 f= 4.96198D+01 |proj g|= 1.77212D+01
At iterate 222 f= 4.95752D+01 |proj g|= 7.12884D+00
At iterate 223 f= 4.95460D+01 |proj g|= 6.49210D+00
At iterate 224 f= 4.95113D+01 |proj g|= 1.34869D+01
At iterate 225 f= 4.94735D+01 |proj g|= 8.46444D+00
At iterate 226 f= 4.94396D+01 |proj g|= 3.21013D+00
At iterate 227 f= 4.94048D+01 |proj g|= 8.67926D+00
At iterate 228 f= 4.93704D+01 |proj g|= 1.80733D+01
At iterate 229 f= 4.93301D+01 |proj g|= 1.27909D+01
At iterate 230 f= 4.92727D+01 |proj g|= 2.37460D+01
At iterate 231 f= 4.92204D+01 |proj g|= 8.06741D+00
At iterate 232 f= 4.91859D+01 |proj g|= 7.32949D+00
At iterate 233 f= 4.90616D+01 |proj g|= 1.20653D+01
At iterate 234 f= 4.90410D+01 |proj g|= 2.03613D+01
At iterate 235 f= 4.90006D+01 |proj g|= 1.07166D+01
At iterate 236 f= 4.89607D+01 |proj g|= 3.66808D+00
At iterate 237 f= 4.89031D+01 |proj g|= 1.58352D+01
At iterate 238 f= 4.88515D+01 |proj g|= 1.35233D+01
At iterate 239 f= 4.88068D+01 |proj g|= 9.65808D+00
At iterate 240 f= 4.87619D+01 |proj g|= 1.04945D+01
At iterate 241 f= 4.87287D+01 |proj g|= 1.58836D+01
At iterate 242 f= 4.86938D+01 |proj g|= 1.01304D+01
At iterate 243 f= 4.86010D+01 |proj g|= 1.12114D+01
At iterate 244 f= 4.85743D+01 |proj g|= 8.29951D+00
At iterate 245 f= 4.85469D+01 |proj g|= 7.17058D+00
At iterate 246 f= 4.84853D+01 |proj g|= 1.30623D+01
At iterate 247 f= 4.84634D+01 |proj g|= 2.69269D+01
At iterate 248 f= 4.84290D+01 |proj g|= 1.11908D+01
At iterate 249 f= 4.83944D+01 |proj g|= 6.13369D+00
At iterate 250 f= 4.83757D+01 |proj g|= 6.59828D+00
At iterate 251 f= 4.83242D+01 |proj g|= 9.53788D+00
At iterate 252 f= 4.83053D+01 |proj g|= 1.05406D+01
At iterate 253 f= 4.82665D+01 |proj g|= 7.06354D+00
At iterate 254 f= 4.82348D+01 |proj g|= 5.46343D+00
At iterate 255 f= 4.81990D+01 |proj g|= 1.26967D+01
At iterate 256 f= 4.81741D+01 |proj g|= 1.73600D+01
At iterate 257 f= 4.81485D+01 |proj g|= 5.93078D+00
At iterate 258 f= 4.81220D+01 |proj g|= 5.26224D+00
At iterate 259 f= 4.81038D+01 |proj g|= 8.08006D+00
At iterate 260 f= 4.80655D+01 |proj g|= 1.20334D+01
At iterate 261 f= 4.80456D+01 |proj g|= 1.36968D+01
At iterate 262 f= 4.80202D+01 |proj g|= 3.48850D+00
At iterate 263 f= 4.80039D+01 |proj g|= 4.13527D+00
At iterate 264 f= 4.79825D+01 |proj g|= 7.80935D+00
At iterate 265 f= 4.79520D+01 |proj g|= 1.07126D+01
At iterate 266 f= 4.79136D+01 |proj g|= 9.49563D+00
At iterate 267 f= 4.78870D+01 |proj g|= 2.44954D+01
At iterate 268 f= 4.78477D+01 |proj g|= 6.47119D+00
At iterate 269 f= 4.78260D+01 |proj g|= 5.52810D+00
At iterate 270 f= 4.77855D+01 |proj g|= 1.41872D+01
At iterate 271 f= 4.77375D+01 |proj g|= 1.37106D+01
At iterate 272 f= 4.77118D+01 |proj g|= 1.97437D+01
At iterate 273 f= 4.76683D+01 |proj g|= 6.18416D+00
At iterate 274 f= 4.76423D+01 |proj g|= 5.92628D+00
At iterate 275 f= 4.76132D+01 |proj g|= 1.47233D+01
At iterate 276 f= 4.75772D+01 |proj g|= 1.41970D+01
At iterate 277 f= 4.75395D+01 |proj g|= 1.05589D+01
At iterate 278 f= 4.75018D+01 |proj g|= 8.12938D+00
At iterate 279 f= 4.74696D+01 |proj g|= 8.20251D+00
At iterate 280 f= 4.74409D+01 |proj g|= 8.48740D+00
At iterate 281 f= 4.73892D+01 |proj g|= 1.98326D+01
At iterate 282 f= 4.73430D+01 |proj g|= 5.58672D+00
At iterate 283 f= 4.73158D+01 |proj g|= 5.00742D+00
At iterate 284 f= 4.72688D+01 |proj g|= 8.65647D+00
At iterate 285 f= 4.72500D+01 |proj g|= 1.08077D+01
At iterate 286 f= 4.72235D+01 |proj g|= 7.26093D+00
At iterate 287 f= 4.71836D+01 |proj g|= 5.12065D+00
At iterate 288 f= 4.71695D+01 |proj g|= 2.44571D+01
At iterate 289 f= 4.71380D+01 |proj g|= 7.40212D+00
At iterate 290 f= 4.71234D+01 |proj g|= 5.23401D+00
At iterate 291 f= 4.70869D+01 |proj g|= 6.85655D+00
At iterate 292 f= 4.70691D+01 |proj g|= 2.27889D+01
At iterate 293 f= 4.70331D+01 |proj g|= 1.02257D+01
At iterate 294 f= 4.70088D+01 |proj g|= 4.22901D+00
At iterate 295 f= 4.69910D+01 |proj g|= 4.24596D+00
At iterate 296 f= 4.69607D+01 |proj g|= 2.23409D+01
At iterate 297 f= 4.69244D+01 |proj g|= 4.61857D+00
At iterate 298 f= 4.69070D+01 |proj g|= 4.69178D+00
At iterate 299 f= 4.68890D+01 |proj g|= 9.08544D+00
At iterate 300 f= 4.68650D+01 |proj g|= 4.57062D+00
At iterate 301 f= 4.68224D+01 |proj g|= 5.58676D+00
At iterate 302 f= 4.67828D+01 |proj g|= 1.43292D+01
At iterate 303 f= 4.67579D+01 |proj g|= 1.57592D+01
At iterate 304 f= 4.67297D+01 |proj g|= 5.85499D+00
At iterate 305 f= 4.67023D+01 |proj g|= 4.96748D+00
At iterate 306 f= 4.66675D+01 |proj g|= 7.28200D+00
At iterate 307 f= 4.66565D+01 |proj g|= 3.29748D+01
At iterate 308 f= 4.66045D+01 |proj g|= 9.72241D+00
At iterate 309 f= 4.65875D+01 |proj g|= 2.64296D+00
At iterate 310 f= 4.65686D+01 |proj g|= 6.18511D+00
At iterate 311 f= 4.65426D+01 |proj g|= 1.23608D+01
At iterate 312 f= 4.65104D+01 |proj g|= 1.25588D+01
At iterate 313 f= 4.64805D+01 |proj g|= 4.27472D+00
At iterate 314 f= 4.64591D+01 |proj g|= 6.34533D+00
At iterate 315 f= 4.64252D+01 |proj g|= 1.19175D+01
At iterate 316 f= 4.64079D+01 |proj g|= 1.97185D+01
At iterate 317 f= 4.63643D+01 |proj g|= 7.11657D+00
At iterate 318 f= 4.63444D+01 |proj g|= 6.18027D+00
At iterate 319 f= 4.63185D+01 |proj g|= 6.49046D+00
At iterate 320 f= 4.63001D+01 |proj g|= 1.35134D+01
At iterate 321 f= 4.62591D+01 |proj g|= 6.21181D+00
At iterate 322 f= 4.62319D+01 |proj g|= 3.48358D+00
At iterate 323 f= 4.62130D+01 |proj g|= 1.33849D+01
At iterate 324 f= 4.61935D+01 |proj g|= 3.98595D+00
At iterate 325 f= 4.61686D+01 |proj g|= 6.53760D+00
At iterate 326 f= 4.61328D+01 |proj g|= 1.19414D+01
At iterate 327 f= 4.61287D+01 |proj g|= 1.67543D+01
At iterate 328 f= 4.61014D+01 |proj g|= 3.40596D+00
At iterate 329 f= 4.60930D+01 |proj g|= 3.47546D+00
At iterate 330 f= 4.60771D+01 |proj g|= 5.04738D+00
At iterate 331 f= 4.60518D+01 |proj g|= 7.94229D+00
At iterate 332 f= 4.60234D+01 |proj g|= 2.14673D+01
At iterate 333 f= 4.59938D+01 |proj g|= 7.82194D+00
At iterate 334 f= 4.59786D+01 |proj g|= 4.02187D+00
At iterate 335 f= 4.59614D+01 |proj g|= 3.33270D+00
At iterate 336 f= 4.59459D+01 |proj g|= 8.83726D+00
At iterate 337 f= 4.59210D+01 |proj g|= 5.62979D+00
At iterate 338 f= 4.58860D+01 |proj g|= 1.81424D+01
At iterate 339 f= 4.58693D+01 |proj g|= 1.74796D+01
At iterate 340 f= 4.58551D+01 |proj g|= 1.94253D+00
At iterate 341 f= 4.58502D+01 |proj g|= 1.94512D+00
At iterate 342 f= 4.58397D+01 |proj g|= 5.80436D+00
At iterate 343 f= 4.58204D+01 |proj g|= 6.75307D+00
At iterate 344 f= 4.58060D+01 |proj g|= 1.31325D+01
At iterate 345 f= 4.57833D+01 |proj g|= 5.43190D+00
At iterate 346 f= 4.57640D+01 |proj g|= 3.58262D+00
At iterate 347 f= 4.57502D+01 |proj g|= 7.69262D+00
At iterate 348 f= 4.57358D+01 |proj g|= 7.26951D+00
At iterate 349 f= 4.57136D+01 |proj g|= 4.61619D+00
At iterate 350 f= 4.57094D+01 |proj g|= 2.37557D+01
At iterate 351 f= 4.56805D+01 |proj g|= 6.66919D+00
At iterate 352 f= 4.56690D+01 |proj g|= 3.69800D+00
At iterate 353 f= 4.56506D+01 |proj g|= 5.74225D+00
At iterate 354 f= 4.56322D+01 |proj g|= 8.27741D+00
At iterate 355 f= 4.56238D+01 |proj g|= 1.89869D+01
At iterate 356 f= 4.56024D+01 |proj g|= 3.40881D+00
At iterate 357 f= 4.55922D+01 |proj g|= 2.71114D+00
At iterate 358 f= 4.55774D+01 |proj g|= 5.18594D+00
At iterate 359 f= 4.55652D+01 |proj g|= 2.18515D+01
At iterate 360 f= 4.55348D+01 |proj g|= 9.37343D+00
At iterate 361 f= 4.55160D+01 |proj g|= 2.89299D+00
At iterate 362 f= 4.55009D+01 |proj g|= 4.28013D+00
At iterate 363 f= 4.54801D+01 |proj g|= 6.93228D+00
At iterate 364 f= 4.54654D+01 |proj g|= 2.49661D+01
At iterate 365 f= 4.54182D+01 |proj g|= 6.77990D+00
At iterate 366 f= 4.54030D+01 |proj g|= 4.66906D+00
At iterate 367 f= 4.53846D+01 |proj g|= 1.01688D+01
At iterate 368 f= 4.53602D+01 |proj g|= 8.19889D+00
At iterate 369 f= 4.53297D+01 |proj g|= 7.66133D+00
At iterate 370 f= 4.53054D+01 |proj g|= 2.86486D+01
At iterate 371 f= 4.52542D+01 |proj g|= 7.20033D+00
At iterate 372 f= 4.52465D+01 |proj g|= 4.08609D+00
At iterate 373 f= 4.52203D+01 |proj g|= 6.38481D+00
At iterate 374 f= 4.51980D+01 |proj g|= 2.18056D+01
At iterate 375 f= 4.51600D+01 |proj g|= 7.83878D+00
At iterate 376 f= 4.51325D+01 |proj g|= 3.74718D+00
At iterate 377 f= 4.51169D+01 |proj g|= 3.53570D+00
At iterate 378 f= 4.50822D+01 |proj g|= 1.80275D+01
At iterate 379 f= 4.50500D+01 |proj g|= 1.64236D+01
At iterate 380 f= 4.50308D+01 |proj g|= 4.69497D+00
At iterate 381 f= 4.50210D+01 |proj g|= 3.50534D+00
At iterate 382 f= 4.50069D+01 |proj g|= 6.92397D+00
At iterate 383 f= 4.49818D+01 |proj g|= 1.67802D+01
At iterate 384 f= 4.49628D+01 |proj g|= 1.33283D+01
At iterate 385 f= 4.49483D+01 |proj g|= 4.31675D+00
At iterate 386 f= 4.49402D+01 |proj g|= 4.57433D+00
At iterate 387 f= 4.49270D+01 |proj g|= 5.87707D+00
At iterate 388 f= 4.49212D+01 |proj g|= 2.71259D+01
At iterate 389 f= 4.48922D+01 |proj g|= 7.59960D+00
At iterate 390 f= 4.48840D+01 |proj g|= 2.15266D+00
At iterate 391 f= 4.48768D+01 |proj g|= 4.18647D+00
At iterate 392 f= 4.48677D+01 |proj g|= 6.29771D+00
At iterate 393 f= 4.48516D+01 |proj g|= 2.67064D+01
At iterate 394 f= 4.48288D+01 |proj g|= 6.35870D+00
At iterate 395 f= 4.48175D+01 |proj g|= 3.17744D+00
At iterate 396 f= 4.48077D+01 |proj g|= 4.35120D+00
At iterate 397 f= 4.47983D+01 |proj g|= 7.19968D+00
At iterate 398 f= 4.47806D+01 |proj g|= 5.81022D+00
At iterate 399 f= 4.47624D+01 |proj g|= 3.73812D+00
At iterate 400 f= 4.47529D+01 |proj g|= 5.08947D+00
At iterate 401 f= 4.47466D+01 |proj g|= 3.28496D+00
At iterate 402 f= 4.47402D+01 |proj g|= 3.23154D+00
At iterate 403 f= 4.47240D+01 |proj g|= 6.47997D+00
At iterate 404 f= 4.47033D+01 |proj g|= 7.83803D+00
At iterate 405 f= 4.46953D+01 |proj g|= 2.35424D+01
At iterate 406 f= 4.46662D+01 |proj g|= 3.61040D+00
At iterate 407 f= 4.46548D+01 |proj g|= 3.09236D+00
At iterate 408 f= 4.46389D+01 |proj g|= 5.58094D+00
At iterate 409 f= 4.46190D+01 |proj g|= 5.35907D+00
At iterate 410 f= 4.46048D+01 |proj g|= 1.22842D+01
At iterate 411 f= 4.45848D+01 |proj g|= 3.38491D+00
At iterate 412 f= 4.45731D+01 |proj g|= 3.24636D+00
At iterate 413 f= 4.45562D+01 |proj g|= 4.78360D+00
At iterate 414 f= 4.45516D+01 |proj g|= 2.60628D+01
At iterate 415 f= 4.45334D+01 |proj g|= 6.49845D+00
At iterate 416 f= 4.45226D+01 |proj g|= 3.60569D+00
At iterate 417 f= 4.45118D+01 |proj g|= 7.98396D+00
At iterate 418 f= 4.44923D+01 |proj g|= 9.18798D+00
At iterate 419 f= 4.44811D+01 |proj g|= 1.39276D+01
At iterate 420 f= 4.44460D+01 |proj g|= 4.50516D+00
At iterate 421 f= 4.44225D+01 |proj g|= 1.47632D+00
At iterate 422 f= 4.44011D+01 |proj g|= 1.50283D+01
At iterate 423 f= 4.43783D+01 |proj g|= 9.81185D+00
At iterate 424 f= 4.43593D+01 |proj g|= 6.81474D+00
At iterate 425 f= 4.43294D+01 |proj g|= 1.67858D+01
At iterate 426 f= 4.43060D+01 |proj g|= 9.60776D+00
At iterate 427 f= 4.42945D+01 |proj g|= 3.96842D+00
At iterate 428 f= 4.42793D+01 |proj g|= 4.51564D+00
At iterate 429 f= 4.42659D+01 |proj g|= 7.08970D+00
At iterate 430 f= 4.42456D+01 |proj g|= 8.73984D+00
At iterate 431 f= 4.42330D+01 |proj g|= 1.87457D+01
At iterate 432 f= 4.42186D+01 |proj g|= 6.86323D+00
At iterate 433 f= 4.42063D+01 |proj g|= 4.11675D+00
At iterate 434 f= 4.41969D+01 |proj g|= 7.63791D+00
At iterate 435 f= 4.41722D+01 |proj g|= 1.32444D+01
At iterate 436 f= 4.41572D+01 |proj g|= 1.11516D+01
At iterate 437 f= 4.41368D+01 |proj g|= 6.03968D+00
At iterate 438 f= 4.41185D+01 |proj g|= 3.04357D+00
At iterate 439 f= 4.41062D+01 |proj g|= 9.74819D+00
At iterate 440 f= 4.40832D+01 |proj g|= 1.41156D+01
At iterate 441 f= 4.40498D+01 |proj g|= 1.69993D+01
At iterate 442 f= 4.40264D+01 |proj g|= 2.80468D+01
At iterate 443 f= 4.40013D+01 |proj g|= 4.81994D+00
At iterate 444 f= 4.39949D+01 |proj g|= 2.90590D+00
At iterate 445 f= 4.39758D+01 |proj g|= 6.59308D+00
At iterate 446 f= 4.39537D+01 |proj g|= 9.13596D+00
At iterate 447 f= 4.39320D+01 |proj g|= 5.13466D+00
At iterate 448 f= 4.39166D+01 |proj g|= 9.34079D+00
At iterate 449 f= 4.38976D+01 |proj g|= 8.43024D+00
At iterate 450 f= 4.38809D+01 |proj g|= 4.06094D+00
At iterate 451 f= 4.38684D+01 |proj g|= 4.92323D+00
At iterate 452 f= 4.38545D+01 |proj g|= 1.20465D+01
At iterate 453 f= 4.38425D+01 |proj g|= 4.53176D+00
At iterate 454 f= 4.38294D+01 |proj g|= 3.80731D+00
At iterate 455 f= 4.38183D+01 |proj g|= 5.42711D+00
At iterate 456 f= 4.37981D+01 |proj g|= 9.86527D+00
At iterate 457 f= 4.37738D+01 |proj g|= 1.22572D+01
At iterate 458 f= 4.37516D+01 |proj g|= 7.81359D+00
At iterate 459 f= 4.37227D+01 |proj g|= 4.93949D+00
At iterate 460 f= 4.37091D+01 |proj g|= 5.18454D+00
At iterate 461 f= 4.36797D+01 |proj g|= 8.46456D+00
At iterate 462 f= 4.36295D+01 |proj g|= 7.56187D+00
At iterate 463 f= 4.36172D+01 |proj g|= 1.31269D+01
At iterate 464 f= 4.35792D+01 |proj g|= 4.20476D+00
At iterate 465 f= 4.35625D+01 |proj g|= 5.87010D+00
At iterate 466 f= 4.35375D+01 |proj g|= 1.24133D+01
At iterate 467 f= 4.35170D+01 |proj g|= 6.19910D+00
At iterate 468 f= 4.35016D+01 |proj g|= 7.56275D+00
At iterate 469 f= 4.34771D+01 |proj g|= 4.57313D+00
At iterate 470 f= 4.34709D+01 |proj g|= 1.15894D+01
At iterate 471 f= 4.34548D+01 |proj g|= 6.31892D+00
At iterate 472 f= 4.34393D+01 |proj g|= 3.48559D+00
At iterate 473 f= 4.34308D+01 |proj g|= 1.79556D+01
At iterate 474 f= 4.34169D+01 |proj g|= 3.99991D+00
At iterate 475 f= 4.34071D+01 |proj g|= 4.11008D+00
At iterate 476 f= 4.33864D+01 |proj g|= 8.28779D+00
At iterate 477 f= 4.33721D+01 |proj g|= 1.62869D+01
At iterate 478 f= 4.33555D+01 |proj g|= 4.27812D+00
At iterate 479 f= 4.33464D+01 |proj g|= 2.79552D+00
At iterate 480 f= 4.33330D+01 |proj g|= 9.80914D+00
At iterate 481 f= 4.33181D+01 |proj g|= 1.28564D+01
At iterate 482 f= 4.33000D+01 |proj g|= 6.62528D+00
At iterate 483 f= 4.32845D+01 |proj g|= 4.08258D+00
At iterate 484 f= 4.32724D+01 |proj g|= 1.10304D+01
At iterate 485 f= 4.32610D+01 |proj g|= 4.72604D+00
At iterate 486 f= 4.32479D+01 |proj g|= 2.06805D+00
At iterate 487 f= 4.32243D+01 |proj g|= 8.21070D+00
At iterate 488 f= 4.32072D+01 |proj g|= 7.11188D+00
At iterate 489 f= 4.32024D+01 |proj g|= 5.54986D+00
At iterate 490 f= 4.31962D+01 |proj g|= 2.25832D+00
At iterate 491 f= 4.31888D+01 |proj g|= 1.72225D+00
At iterate 492 f= 4.31750D+01 |proj g|= 4.75649D+00
At iterate 493 f= 4.31711D+01 |proj g|= 6.48198D+00
At iterate 494 f= 4.31651D+01 |proj g|= 3.41427D+00
At iterate 495 f= 4.31585D+01 |proj g|= 4.21248D+00
At iterate 496 f= 4.31513D+01 |proj g|= 6.80626D+00
At iterate 497 f= 4.31431D+01 |proj g|= 3.96770D+00
At iterate 498 f= 4.31267D+01 |proj g|= 5.64321D+00
At iterate 499 f= 4.31229D+01 |proj g|= 4.08852D+00
At iterate 500 f= 4.31169D+01 |proj g|= 2.67766D+00
At iterate 501 f= 4.31010D+01 |proj g|= 5.23781D+00
At iterate 502 f= 4.30931D+01 |proj g|= 6.88744D+00
At iterate 503 f= 4.30839D+01 |proj g|= 4.12695D+00
At iterate 504 f= 4.30767D+01 |proj g|= 2.32826D+00
At iterate 505 f= 4.30642D+01 |proj g|= 4.61324D+00
At iterate 506 f= 4.30575D+01 |proj g|= 1.67338D+01
At iterate 507 f= 4.30402D+01 |proj g|= 6.86383D+00
At iterate 508 f= 4.30312D+01 |proj g|= 4.21837D+00
At iterate 509 f= 4.30261D+01 |proj g|= 2.87132D+00
At iterate 510 f= 4.30179D+01 |proj g|= 3.51806D+00
At iterate 511 f= 4.30044D+01 |proj g|= 1.25471D+01
At iterate 512 f= 4.29892D+01 |proj g|= 7.14665D+00
At iterate 513 f= 4.29806D+01 |proj g|= 4.38748D+00
At iterate 514 f= 4.29752D+01 |proj g|= 1.05298D+01
At iterate 515 f= 4.29683D+01 |proj g|= 3.39245D+00
At iterate 516 f= 4.29646D+01 |proj g|= 2.90572D+00
At iterate 517 f= 4.29471D+01 |proj g|= 5.93532D+00
At iterate 518 f= 4.29420D+01 |proj g|= 1.03837D+01
At iterate 519 f= 4.29346D+01 |proj g|= 6.22465D+00
At iterate 520 f= 4.29256D+01 |proj g|= 2.69043D+00
At iterate 521 f= 4.29156D+01 |proj g|= 4.76524D+00
At iterate 522 f= 4.29089D+01 |proj g|= 1.21040D+01
At iterate 523 f= 4.29024D+01 |proj g|= 3.43104D+00
At iterate 524 f= 4.28983D+01 |proj g|= 3.07098D+00
At iterate 525 f= 4.28946D+01 |proj g|= 5.75145D+00
At iterate 526 f= 4.28861D+01 |proj g|= 8.05744D+00
At iterate 527 f= 4.28764D+01 |proj g|= 1.91861D+01
At iterate 528 f= 4.28635D+01 |proj g|= 7.81870D+00
At iterate 529 f= 4.28572D+01 |proj g|= 2.21510D+00
At iterate 530 f= 4.28530D+01 |proj g|= 3.27728D+00
At iterate 531 f= 4.28489D+01 |proj g|= 5.54312D+00
At iterate 532 f= 4.28395D+01 |proj g|= 8.29218D+00
At iterate 533 f= 4.28316D+01 |proj g|= 6.49014D+00
At iterate 534 f= 4.28261D+01 |proj g|= 2.62417D+00
At iterate 535 f= 4.28224D+01 |proj g|= 2.71846D+00
At iterate 536 f= 4.28192D+01 |proj g|= 4.28854D+00
At iterate 537 f= 4.28124D+01 |proj g|= 2.76657D+00
At iterate 538 f= 4.28076D+01 |proj g|= 4.92402D+00
At iterate 539 f= 4.28046D+01 |proj g|= 5.93746D+00
At iterate 540 f= 4.28016D+01 |proj g|= 1.87369D+00
At iterate 541 f= 4.27991D+01 |proj g|= 2.41965D+00
At iterate 542 f= 4.27950D+01 |proj g|= 3.42799D+00
At iterate 543 f= 4.27882D+01 |proj g|= 3.02589D+00
At iterate 544 f= 4.27864D+01 |proj g|= 3.94421D+00
At iterate 545 f= 4.27821D+01 |proj g|= 1.74009D+00
At iterate 546 f= 4.27783D+01 |proj g|= 2.17860D+00
At iterate 547 f= 4.27741D+01 |proj g|= 5.27483D+00
At iterate 548 f= 4.27698D+01 |proj g|= 3.22498D+00
At iterate 549 f= 4.27671D+01 |proj g|= 2.94205D+00
At iterate 550 f= 4.27592D+01 |proj g|= 3.43533D+00
At iterate 551 f= 4.27537D+01 |proj g|= 8.56239D+00
At iterate 552 f= 4.27496D+01 |proj g|= 4.16413D+00
At iterate 553 f= 4.27456D+01 |proj g|= 1.45788D+00
At iterate 554 f= 4.27431D+01 |proj g|= 1.75846D+00
At iterate 555 f= 4.27390D+01 |proj g|= 8.23630D+00
At iterate 556 f= 4.27331D+01 |proj g|= 1.76124D+00
At iterate 557 f= 4.27274D+01 |proj g|= 3.51529D+00
At iterate 558 f= 4.27248D+01 |proj g|= 5.84490D+00
At iterate 559 f= 4.27219D+01 |proj g|= 2.86677D+00
At iterate 560 f= 4.27196D+01 |proj g|= 1.49811D+00
At iterate 561 f= 4.27170D+01 |proj g|= 3.20417D+00
At iterate 562 f= 4.27148D+01 |proj g|= 1.90790D+00
At iterate 563 f= 4.27132D+01 |proj g|= 2.15865D+00
At iterate 564 f= 4.27107D+01 |proj g|= 1.95627D+00
At iterate 565 f= 4.27092D+01 |proj g|= 4.50626D+00
At iterate 566 f= 4.27078D+01 |proj g|= 1.85829D+00
At iterate 567 f= 4.27070D+01 |proj g|= 1.39696D+00
At iterate 568 f= 4.27049D+01 |proj g|= 1.88852D+00
At iterate 569 f= 4.27030D+01 |proj g|= 4.10360D+00
At iterate 570 f= 4.27007D+01 |proj g|= 3.69564D+00
At iterate 571 f= 4.26982D+01 |proj g|= 1.46924D+00
At iterate 572 f= 4.26952D+01 |proj g|= 3.72735D+00
At iterate 573 f= 4.26932D+01 |proj g|= 3.50345D+00
At iterate 574 f= 4.26911D+01 |proj g|= 2.23096D+00
At iterate 575 f= 4.26888D+01 |proj g|= 1.32188D+00
At iterate 576 f= 4.26860D+01 |proj g|= 3.25684D+00
At iterate 577 f= 4.26830D+01 |proj g|= 4.16488D+00
At iterate 578 f= 4.26779D+01 |proj g|= 4.47453D+00
At iterate 579 f= 4.26747D+01 |proj g|= 2.71361D+00
At iterate 580 f= 4.26726D+01 |proj g|= 1.66444D+00
At iterate 581 f= 4.26685D+01 |proj g|= 2.76667D+00
At iterate 582 f= 4.26650D+01 |proj g|= 3.74955D+00
At iterate 583 f= 4.26598D+01 |proj g|= 6.82134D+00
At iterate 584 f= 4.26549D+01 |proj g|= 2.82827D+00
At iterate 585 f= 4.26518D+01 |proj g|= 2.26724D+00
At iterate 586 f= 4.26470D+01 |proj g|= 3.42154D+00
At iterate 587 f= 4.26458D+01 |proj g|= 4.13405D+00
At iterate 588 f= 4.26436D+01 |proj g|= 2.08438D+00
At iterate 589 f= 4.26408D+01 |proj g|= 1.57725D+00
At iterate 590 f= 4.26405D+01 |proj g|= 4.60164D+00
At iterate 591 f= 4.26391D+01 |proj g|= 1.40847D+00
At iterate 592 f= 4.26384D+01 |proj g|= 6.85517D-01
At iterate 593 f= 4.26369D+01 |proj g|= 2.10676D+00
At iterate 594 f= 4.26347D+01 |proj g|= 3.05387D+00
At iterate 595 f= 4.26318D+01 |proj g|= 5.99297D+00
At iterate 596 f= 4.26297D+01 |proj g|= 4.83889D+00
At iterate 597 f= 4.26278D+01 |proj g|= 1.08952D+00
At iterate 598 f= 4.26268D+01 |proj g|= 1.57110D+00
At iterate 599 f= 4.26257D+01 |proj g|= 3.09449D+00
At iterate 600 f= 4.26237D+01 |proj g|= 1.83879D+00
At iterate 601 f= 4.26216D+01 |proj g|= 1.17189D+00
At iterate 602 f= 4.26190D+01 |proj g|= 2.06655D+00
At iterate 603 f= 4.26180D+01 |proj g|= 2.79039D+00
At iterate 604 f= 4.26165D+01 |proj g|= 1.43783D+00
At iterate 605 f= 4.26145D+01 |proj g|= 1.32020D+00
At iterate 606 f= 4.26115D+01 |proj g|= 2.25344D+00
At iterate 607 f= 4.26083D+01 |proj g|= 2.78446D+00
At iterate 608 f= 4.26068D+01 |proj g|= 4.13353D+00
At iterate 609 f= 4.26052D+01 |proj g|= 1.22190D+00
At iterate 610 f= 4.26038D+01 |proj g|= 1.35433D+00
At iterate 611 f= 4.26022D+01 |proj g|= 1.91260D+00
At iterate 612 f= 4.26019D+01 |proj g|= 7.09203D+00
At iterate 613 f= 4.25995D+01 |proj g|= 1.47819D+00
At iterate 614 f= 4.25986D+01 |proj g|= 1.06347D+00
At iterate 615 f= 4.25977D+01 |proj g|= 1.34633D+00
At iterate 616 f= 4.25960D+01 |proj g|= 1.50497D+00
At iterate 617 f= 4.25949D+01 |proj g|= 4.72231D+00
At iterate 618 f= 4.25917D+01 |proj g|= 1.99946D+00
At iterate 619 f= 4.25893D+01 |proj g|= 2.90337D+00
At iterate 620 f= 4.25877D+01 |proj g|= 5.71624D+00
At iterate 621 f= 4.25861D+01 |proj g|= 2.03786D+00
At iterate 622 f= 4.25844D+01 |proj g|= 1.66688D+00
At iterate 623 f= 4.25819D+01 |proj g|= 2.73033D+00
At iterate 624 f= 4.25790D+01 |proj g|= 4.77098D+00
At iterate 625 f= 4.25775D+01 |proj g|= 6.27143D+00
At iterate 626 f= 4.25751D+01 |proj g|= 1.82567D+00
At iterate 627 f= 4.25737D+01 |proj g|= 2.11179D+00
At iterate 628 f= 4.25717D+01 |proj g|= 3.13450D+00
At iterate 629 f= 4.25696D+01 |proj g|= 3.62451D+00
At iterate 630 f= 4.25675D+01 |proj g|= 1.64015D+00
At iterate 631 f= 4.25664D+01 |proj g|= 1.33712D+00
At iterate 632 f= 4.25646D+01 |proj g|= 2.62879D+00
At iterate 633 f= 4.25637D+01 |proj g|= 3.29501D+00
At iterate 634 f= 4.25625D+01 |proj g|= 2.14832D+00
At iterate 635 f= 4.25597D+01 |proj g|= 2.62600D+00
At iterate 636 f= 4.25584D+01 |proj g|= 2.31463D+00
At iterate 637 f= 4.25552D+01 |proj g|= 4.49978D+00
At iterate 638 f= 4.25545D+01 |proj g|= 1.21328D+01
At iterate 639 f= 4.25484D+01 |proj g|= 1.97819D+00
At iterate 640 f= 4.25461D+01 |proj g|= 1.72004D+00
At iterate 641 f= 4.25431D+01 |proj g|= 3.34367D+00
At iterate 642 f= 4.25417D+01 |proj g|= 3.27928D+00
At iterate 643 f= 4.25402D+01 |proj g|= 1.39199D+00
At iterate 644 f= 4.25370D+01 |proj g|= 1.91373D+00
At iterate 645 f= 4.25340D+01 |proj g|= 2.62389D+00
At iterate 646 f= 4.25323D+01 |proj g|= 3.99925D+00
At iterate 647 f= 4.25298D+01 |proj g|= 1.29668D+00
At iterate 648 f= 4.25284D+01 |proj g|= 2.11081D+00
At iterate 649 f= 4.25269D+01 |proj g|= 3.68203D+00
At iterate 650 f= 4.25241D+01 |proj g|= 6.37010D+00
At iterate 651 f= 4.25224D+01 |proj g|= 3.93476D+00
At iterate 652 f= 4.25209D+01 |proj g|= 1.39278D+00
At iterate 653 f= 4.25203D+01 |proj g|= 8.27661D-01
At iterate 654 f= 4.25197D+01 |proj g|= 1.35151D+00
At iterate 655 f= 4.25180D+01 |proj g|= 3.22329D+00
At iterate 656 f= 4.25164D+01 |proj g|= 3.97193D+00
At iterate 657 f= 4.25150D+01 |proj g|= 1.05541D+00
At iterate 658 f= 4.25142D+01 |proj g|= 1.03836D+00
At iterate 659 f= 4.25133D+01 |proj g|= 1.51737D+00
At iterate 660 f= 4.25124D+01 |proj g|= 3.52878D+00
At iterate 661 f= 4.25109D+01 |proj g|= 1.81053D+00
At iterate 662 f= 4.25096D+01 |proj g|= 5.02005D-01
At iterate 663 f= 4.25090D+01 |proj g|= 1.27569D+00
At iterate 664 f= 4.25082D+01 |proj g|= 2.19101D+00
At iterate 665 f= 4.25073D+01 |proj g|= 1.38091D+00
At iterate 666 f= 4.25057D+01 |proj g|= 5.92832D-01
At iterate 667 f= 4.25047D+01 |proj g|= 1.47286D+00
At iterate 668 f= 4.25038D+01 |proj g|= 2.59061D+00
At iterate 669 f= 4.25031D+01 |proj g|= 9.48731D-01
At iterate 670 f= 4.25025D+01 |proj g|= 8.71752D-01
At iterate 671 f= 4.25022D+01 |proj g|= 2.06412D+00
At iterate 672 f= 4.25018D+01 |proj g|= 1.74237D+00
At iterate 673 f= 4.25006D+01 |proj g|= 1.50588D+00
At iterate 674 f= 4.24996D+01 |proj g|= 1.70689D+00
At iterate 675 f= 4.24990D+01 |proj g|= 1.88135D+00
At iterate 676 f= 4.24984D+01 |proj g|= 9.06102D-01
At iterate 677 f= 4.24976D+01 |proj g|= 1.55242D+00
At iterate 678 f= 4.24972D+01 |proj g|= 4.54187D+00
At iterate 679 f= 4.24962D+01 |proj g|= 1.40397D+00
At iterate 680 f= 4.24958D+01 |proj g|= 9.35154D-01
At iterate 681 f= 4.24954D+01 |proj g|= 9.50215D-01
At iterate 682 f= 4.24948D+01 |proj g|= 1.53319D+00
At iterate 683 f= 4.24945D+01 |proj g|= 5.90784D+00
At iterate 684 f= 4.24929D+01 |proj g|= 1.46678D+00
At iterate 685 f= 4.24925D+01 |proj g|= 6.71346D-01
At iterate 686 f= 4.24920D+01 |proj g|= 7.33112D-01
At iterate 687 f= 4.24912D+01 |proj g|= 1.39252D+00
At iterate 688 f= 4.24901D+01 |proj g|= 3.14626D+00
At iterate 689 f= 4.24890D+01 |proj g|= 1.68401D+00
At iterate 690 f= 4.24884D+01 |proj g|= 7.76415D-01
At iterate 691 f= 4.24880D+01 |proj g|= 8.76223D-01
At iterate 692 f= 4.24877D+01 |proj g|= 1.23350D+00
At iterate 693 f= 4.24870D+01 |proj g|= 1.75240D+00
At iterate 694 f= 4.24853D+01 |proj g|= 2.73716D+00
At iterate 695 f= 4.24847D+01 |proj g|= 1.77325D+00
At iterate 696 f= 4.24838D+01 |proj g|= 6.78537D-01
At iterate 697 f= 4.24833D+01 |proj g|= 8.53973D-01
At iterate 698 f= 4.24829D+01 |proj g|= 1.56673D+00
At iterate 699 f= 4.24824D+01 |proj g|= 1.13856D+00
At iterate 700 f= 4.24805D+01 |proj g|= 1.05684D+00
At iterate 701 f= 4.24802D+01 |proj g|= 2.92815D+00
At iterate 702 f= 4.24796D+01 |proj g|= 8.90379D-01
At iterate 703 f= 4.24792D+01 |proj g|= 4.60503D-01
At iterate 704 f= 4.24788D+01 |proj g|= 8.42206D-01
At iterate 705 f= 4.24784D+01 |proj g|= 2.68891D+00
At iterate 706 f= 4.24779D+01 |proj g|= 1.37312D+00
At iterate 707 f= 4.24768D+01 |proj g|= 1.44784D+00
At iterate 708 f= 4.24760D+01 |proj g|= 1.20294D+00
At iterate 709 f= 4.24757D+01 |proj g|= 1.70978D+00
At iterate 710 f= 4.24754D+01 |proj g|= 6.49263D-01
At iterate 711 f= 4.24751D+01 |proj g|= 8.42127D-01
At iterate 712 f= 4.24746D+01 |proj g|= 1.50723D+00
At iterate 713 f= 4.24737D+01 |proj g|= 2.38417D+00
At iterate 714 f= 4.24733D+01 |proj g|= 3.91446D+00
At iterate 715 f= 4.24725D+01 |proj g|= 2.04927D+00
At iterate 716 f= 4.24720D+01 |proj g|= 7.70957D-01
At iterate 717 f= 4.24716D+01 |proj g|= 1.47303D+00
At iterate 718 f= 4.24711D+01 |proj g|= 1.78368D+00
At iterate 719 f= 4.24703D+01 |proj g|= 3.41004D+00
At iterate 720 f= 4.24698D+01 |proj g|= 2.15728D+00
At iterate 721 f= 4.24694D+01 |proj g|= 6.92719D-01
At iterate 722 f= 4.24691D+01 |proj g|= 8.80800D-01
At iterate 723 f= 4.24687D+01 |proj g|= 1.12273D+00
At iterate 724 f= 4.24676D+01 |proj g|= 1.03872D+00
At iterate 725 f= 4.24673D+01 |proj g|= 1.37226D+00
At iterate 726 f= 4.24669D+01 |proj g|= 6.20675D-01
At iterate 727 f= 4.24666D+01 |proj g|= 8.96733D-01
At iterate 728 f= 4.24664D+01 |proj g|= 9.21014D-01
At iterate 729 f= 4.24659D+01 |proj g|= 1.81447D+00
At iterate 730 f= 4.24653D+01 |proj g|= 8.69043D-01
At iterate 731 f= 4.24649D+01 |proj g|= 7.51351D-01
At iterate 732 f= 4.24645D+01 |proj g|= 7.21975D-01
At iterate 733 f= 4.24641D+01 |proj g|= 1.11558D+00
At iterate 734 f= 4.24635D+01 |proj g|= 1.65701D+00
At iterate 735 f= 4.24629D+01 |proj g|= 1.15776D+00
At iterate 736 f= 4.24623D+01 |proj g|= 1.40686D+00
At iterate 737 f= 4.24610D+01 |proj g|= 8.30941D-01
At iterate 738 f= 4.24608D+01 |proj g|= 9.07169D-01
At iterate 739 f= 4.24605D+01 |proj g|= 8.38269D-01
At iterate 740 f= 4.24597D+01 |proj g|= 1.96613D+00
At iterate 741 f= 4.24592D+01 |proj g|= 2.42461D+00
At iterate 742 f= 4.24588D+01 |proj g|= 6.42302D-01
At iterate 743 f= 4.24586D+01 |proj g|= 5.27454D-01
At iterate 744 f= 4.24581D+01 |proj g|= 1.50075D+00
At iterate 745 f= 4.24573D+01 |proj g|= 1.69684D+00
At iterate 746 f= 4.24567D+01 |proj g|= 1.53827D+00
At iterate 747 f= 4.24563D+01 |proj g|= 1.02551D+00
At iterate 748 f= 4.24561D+01 |proj g|= 7.74759D-01
At iterate 749 f= 4.24557D+01 |proj g|= 1.05772D+00
At iterate 750 f= 4.24546D+01 |proj g|= 1.93788D+00
At iterate 751 f= 4.24542D+01 |proj g|= 2.42079D+00
At iterate 752 f= 4.24534D+01 |proj g|= 1.21928D+00
At iterate 753 f= 4.24528D+01 |proj g|= 5.28537D-01
At iterate 754 f= 4.24523D+01 |proj g|= 1.22374D+00
At iterate 755 f= 4.24518D+01 |proj g|= 1.26626D+00
At iterate 756 f= 4.24512D+01 |proj g|= 1.25223D+00
At iterate 757 f= 4.24508D+01 |proj g|= 8.75043D-01
At iterate 758 f= 4.24507D+01 |proj g|= 9.27637D-01
At iterate 759 f= 4.24506D+01 |proj g|= 6.72586D-01
At iterate 760 f= 4.24504D+01 |proj g|= 6.63720D-01
At iterate 761 f= 4.24500D+01 |proj g|= 1.03063D+00
At iterate 762 f= 4.24498D+01 |proj g|= 2.01936D+00
At iterate 763 f= 4.24495D+01 |proj g|= 7.91563D-01
At iterate 764 f= 4.24492D+01 |proj g|= 6.06877D-01
At iterate 765 f= 4.24491D+01 |proj g|= 1.11826D+00
At iterate 766 f= 4.24489D+01 |proj g|= 8.55509D-01
At iterate 767 f= 4.24485D+01 |proj g|= 1.04541D+00
At iterate 768 f= 4.24481D+01 |proj g|= 8.16223D-01
At iterate 769 f= 4.24480D+01 |proj g|= 1.80897D+00
At iterate 770 f= 4.24476D+01 |proj g|= 8.99119D-01
At iterate 771 f= 4.24474D+01 |proj g|= 5.00819D-01
At iterate 772 f= 4.24472D+01 |proj g|= 9.01176D-01
At iterate 773 f= 4.24469D+01 |proj g|= 1.46848D+00
At iterate 774 f= 4.24467D+01 |proj g|= 7.25461D-01
At iterate 775 f= 4.24465D+01 |proj g|= 1.05356D+00
At iterate 776 f= 4.24462D+01 |proj g|= 1.05720D+00
At iterate 777 f= 4.24460D+01 |proj g|= 1.27147D+00
At iterate 778 f= 4.24456D+01 |proj g|= 2.25632D+00
At iterate 779 f= 4.24451D+01 |proj g|= 6.71220D-01
At iterate 780 f= 4.24450D+01 |proj g|= 2.84324D-01
At iterate 781 f= 4.24449D+01 |proj g|= 5.86587D-01
At iterate 782 f= 4.24447D+01 |proj g|= 1.21473D+00
At iterate 783 f= 4.24444D+01 |proj g|= 8.81673D-01
At iterate 784 f= 4.24442D+01 |proj g|= 1.10211D+00
At iterate 785 f= 4.24440D+01 |proj g|= 1.02007D+00
At iterate 786 f= 4.24439D+01 |proj g|= 5.29777D-01
At iterate 787 f= 4.24438D+01 |proj g|= 7.09605D-01
At iterate 788 f= 4.24436D+01 |proj g|= 1.17977D+00
At iterate 789 f= 4.24433D+01 |proj g|= 2.19721D+00
At iterate 790 f= 4.24430D+01 |proj g|= 9.57903D-01
At iterate 791 f= 4.24429D+01 |proj g|= 5.96319D-01
At iterate 792 f= 4.24427D+01 |proj g|= 8.05010D-01
At iterate 793 f= 4.24424D+01 |proj g|= 1.86793D+00
At iterate 794 f= 4.24422D+01 |proj g|= 6.50651D-01
At iterate 795 f= 4.24420D+01 |proj g|= 4.13409D-01
At iterate 796 f= 4.24419D+01 |proj g|= 4.83281D-01
At iterate 797 f= 4.24418D+01 |proj g|= 1.15495D+00
At iterate 798 f= 4.24417D+01 |proj g|= 5.92789D-01
At iterate 799 f= 4.24416D+01 |proj g|= 2.30993D-01
At iterate 800 f= 4.24415D+01 |proj g|= 3.54086D-01
At iterate 801 f= 4.24414D+01 |proj g|= 4.91932D-01
At iterate 802 f= 4.24413D+01 |proj g|= 1.75333D+00
At iterate 803 f= 4.24410D+01 |proj g|= 6.15111D-01
At iterate 804 f= 4.24409D+01 |proj g|= 5.07117D-01
At iterate 805 f= 4.24407D+01 |proj g|= 5.86362D-01
At iterate 806 f= 4.24405D+01 |proj g|= 9.02179D-01
At iterate 807 f= 4.24403D+01 |proj g|= 9.61119D-01
At iterate 808 f= 4.24401D+01 |proj g|= 4.18496D-01
At iterate 809 f= 4.24400D+01 |proj g|= 3.63189D-01
At iterate 810 f= 4.24400D+01 |proj g|= 4.21359D-01
At iterate 811 f= 4.24398D+01 |proj g|= 6.92595D-01
At iterate 812 f= 4.24395D+01 |proj g|= 1.00418D+00
At iterate 813 f= 4.24394D+01 |proj g|= 1.32684D+00
At iterate 814 f= 4.24391D+01 |proj g|= 3.96554D-01
At iterate 815 f= 4.24391D+01 |proj g|= 2.23011D-01
At iterate 816 f= 4.24390D+01 |proj g|= 4.26384D-01
At iterate 817 f= 4.24389D+01 |proj g|= 1.51643D+00
At iterate 818 f= 4.24388D+01 |proj g|= 8.59778D-01
At iterate 819 f= 4.24387D+01 |proj g|= 5.56617D-01
At iterate 820 f= 4.24386D+01 |proj g|= 5.62780D-01
At iterate 821 f= 4.24385D+01 |proj g|= 1.65613D+00
At iterate 822 f= 4.24384D+01 |proj g|= 2.58871D-01
At iterate 823 f= 4.24383D+01 |proj g|= 2.42180D-01
At iterate 824 f= 4.24383D+01 |proj g|= 4.80427D-01
At iterate 825 f= 4.24381D+01 |proj g|= 1.39993D+00
At iterate 826 f= 4.24380D+01 |proj g|= 7.60859D-01
At iterate 827 f= 4.24379D+01 |proj g|= 4.72602D-01
At iterate 828 f= 4.24378D+01 |proj g|= 2.21188D-01
At iterate 829 f= 4.24377D+01 |proj g|= 3.11499D-01
At iterate 830 f= 4.24375D+01 |proj g|= 9.90229D-01
At iterate 831 f= 4.24373D+01 |proj g|= 1.55930D+00
At iterate 832 f= 4.24371D+01 |proj g|= 6.76540D-01
At iterate 833 f= 4.24370D+01 |proj g|= 1.39277D-01
At iterate 834 f= 4.24369D+01 |proj g|= 2.50495D-01
At iterate 835 f= 4.24367D+01 |proj g|= 8.86868D-01
At iterate 836 f= 4.24366D+01 |proj g|= 1.34625D+00
At iterate 837 f= 4.24364D+01 |proj g|= 9.53025D-01
At iterate 838 f= 4.24363D+01 |proj g|= 1.99731D-01
At iterate 839 f= 4.24363D+01 |proj g|= 2.34805D-01
At iterate 840 f= 4.24362D+01 |proj g|= 1.34822D+00
At iterate 841 f= 4.24361D+01 |proj g|= 8.10433D-01
At iterate 842 f= 4.24360D+01 |proj g|= 2.53644D-01
At iterate 843 f= 4.24359D+01 |proj g|= 4.16241D-01
At iterate 844 f= 4.24358D+01 |proj g|= 5.05426D-01
At iterate 845 f= 4.24357D+01 |proj g|= 4.90133D-01
At iterate 846 f= 4.24356D+01 |proj g|= 2.15403D-01
At iterate 847 f= 4.24355D+01 |proj g|= 4.57220D-01
At iterate 848 f= 4.24354D+01 |proj g|= 8.31692D-01
At iterate 849 f= 4.24354D+01 |proj g|= 6.50875D-01
At iterate 850 f= 4.24353D+01 |proj g|= 3.37694D-01
At iterate 851 f= 4.24352D+01 |proj g|= 3.67388D-01
At iterate 852 f= 4.24351D+01 |proj g|= 5.22612D-01
At iterate 853 f= 4.24350D+01 |proj g|= 5.49183D-01
At iterate 854 f= 4.24350D+01 |proj g|= 9.82476D-01
At iterate 855 f= 4.24349D+01 |proj g|= 4.29162D-01
At iterate 856 f= 4.24349D+01 |proj g|= 1.68451D-01
At iterate 857 f= 4.24348D+01 |proj g|= 4.06545D-01
At iterate 858 f= 4.24347D+01 |proj g|= 7.76579D-01
At iterate 859 f= 4.24346D+01 |proj g|= 7.00618D-01
At iterate 860 f= 4.24345D+01 |proj g|= 2.88095D-01
At iterate 861 f= 4.24344D+01 |proj g|= 3.45350D-01
At iterate 862 f= 4.24343D+01 |proj g|= 8.38057D-01
At iterate 863 f= 4.24343D+01 |proj g|= 7.55366D-01
At iterate 864 f= 4.24341D+01 |proj g|= 8.03150D-01
At iterate 865 f= 4.24341D+01 |proj g|= 7.52773D-01
At iterate 866 f= 4.24340D+01 |proj g|= 3.92933D-01
At iterate 867 f= 4.24339D+01 |proj g|= 4.16369D-01
At iterate 868 f= 4.24338D+01 |proj g|= 4.07626D-01
At iterate 869 f= 4.24338D+01 |proj g|= 7.42127D-01
At iterate 870 f= 4.24337D+01 |proj g|= 2.05770D-01
At iterate 871 f= 4.24337D+01 |proj g|= 4.29311D-01
At iterate 872 f= 4.24336D+01 |proj g|= 7.63923D-01
At iterate 873 f= 4.24335D+01 |proj g|= 5.89708D-01
At iterate 874 f= 4.24335D+01 |proj g|= 9.67492D-01
At iterate 875 f= 4.24334D+01 |proj g|= 2.80703D-01
At iterate 876 f= 4.24333D+01 |proj g|= 3.90557D-01
At iterate 877 f= 4.24333D+01 |proj g|= 6.52799D-01
At iterate 878 f= 4.24332D+01 |proj g|= 1.13039D+00
At iterate 879 f= 4.24331D+01 |proj g|= 4.89934D-01
At iterate 880 f= 4.24331D+01 |proj g|= 2.78774D-01
At iterate 881 f= 4.24330D+01 |proj g|= 4.81448D-01
At iterate 882 f= 4.24329D+01 |proj g|= 4.53680D-01
At iterate 883 f= 4.24328D+01 |proj g|= 1.48736D+00
At iterate 884 f= 4.24327D+01 |proj g|= 4.52657D-01
At iterate 885 f= 4.24327D+01 |proj g|= 4.04825D-01
At iterate 886 f= 4.24326D+01 |proj g|= 3.85221D-01
At iterate 887 f= 4.24326D+01 |proj g|= 1.69493D+00
At iterate 888 f= 4.24325D+01 |proj g|= 1.06049D+00
At iterate 889 f= 4.24323D+01 |proj g|= 2.71555D-01
At iterate 890 f= 4.24322D+01 |proj g|= 3.29364D-01
At iterate 891 f= 4.24322D+01 |proj g|= 1.26798D+00
At iterate 892 f= 4.24321D+01 |proj g|= 4.70682D-01
At iterate 893 f= 4.24320D+01 |proj g|= 4.53134D-01
At iterate 894 f= 4.24319D+01 |proj g|= 6.12381D-01
At iterate 895 f= 4.24318D+01 |proj g|= 9.84682D-01
At iterate 896 f= 4.24317D+01 |proj g|= 6.05273D-01
At iterate 897 f= 4.24316D+01 |proj g|= 2.26194D-01
At iterate 898 f= 4.24316D+01 |proj g|= 3.87409D-01
At iterate 899 f= 4.24315D+01 |proj g|= 6.12599D-01
At iterate 900 f= 4.24314D+01 |proj g|= 7.65918D-01
At iterate 901 f= 4.24313D+01 |proj g|= 1.43769D+00
At iterate 902 f= 4.24312D+01 |proj g|= 7.11393D-01
At iterate 903 f= 4.24312D+01 |proj g|= 1.74024D-01
At iterate 904 f= 4.24311D+01 |proj g|= 3.45982D-01
At iterate 905 f= 4.24311D+01 |proj g|= 5.28321D-01
At iterate 906 f= 4.24310D+01 |proj g|= 7.24910D-01
At iterate 907 f= 4.24309D+01 |proj g|= 1.16793D+00
At iterate 908 f= 4.24308D+01 |proj g|= 3.89285D-01
At iterate 909 f= 4.24307D+01 |proj g|= 3.65044D-01
At iterate 910 f= 4.24306D+01 |proj g|= 5.98056D-01
At iterate 911 f= 4.24305D+01 |proj g|= 6.74672D-01
At iterate 912 f= 4.24305D+01 |proj g|= 8.49813D-01
At iterate 913 f= 4.24304D+01 |proj g|= 3.91235D-01
At iterate 914 f= 4.24303D+01 |proj g|= 2.83049D-01
At iterate 915 f= 4.24302D+01 |proj g|= 7.81746D-01
At iterate 916 f= 4.24302D+01 |proj g|= 1.88129D+00
At iterate 917 f= 4.24301D+01 |proj g|= 4.44236D-01
At iterate 918 f= 4.24301D+01 |proj g|= 1.43787D-01
At iterate 919 f= 4.24300D+01 |proj g|= 3.38432D-01
At iterate 920 f= 4.24300D+01 |proj g|= 5.01243D-01
At iterate 921 f= 4.24299D+01 |proj g|= 8.56272D-01
At iterate 922 f= 4.24298D+01 |proj g|= 8.39541D-01
At iterate 923 f= 4.24298D+01 |proj g|= 3.57922D-01
At iterate 924 f= 4.24297D+01 |proj g|= 3.26842D-01
At iterate 925 f= 4.24296D+01 |proj g|= 4.82451D-01
At iterate 926 f= 4.24295D+01 |proj g|= 9.82671D-01
At iterate 927 f= 4.24294D+01 |proj g|= 3.90202D-01
At iterate 928 f= 4.24294D+01 |proj g|= 2.18434D-01
At iterate 929 f= 4.24293D+01 |proj g|= 4.86613D-01
At iterate 930 f= 4.24293D+01 |proj g|= 5.35130D-01
At iterate 931 f= 4.24292D+01 |proj g|= 2.97907D-01
At iterate 932 f= 4.24291D+01 |proj g|= 2.30133D-01
At iterate 933 f= 4.24290D+01 |proj g|= 4.01075D-01
At iterate 934 f= 4.24290D+01 |proj g|= 6.40334D-01
At iterate 935 f= 4.24289D+01 |proj g|= 4.18243D-01
At iterate 936 f= 4.24288D+01 |proj g|= 2.28978D-01
At iterate 937 f= 4.24288D+01 |proj g|= 2.53438D-01
At iterate 938 f= 4.24288D+01 |proj g|= 1.32330D+00
At iterate 939 f= 4.24287D+01 |proj g|= 4.59486D-01
At iterate 940 f= 4.24286D+01 |proj g|= 2.61409D-01
At iterate 941 f= 4.24286D+01 |proj g|= 2.85454D-01
At iterate 942 f= 4.24285D+01 |proj g|= 5.18057D-01
At iterate 943 f= 4.24285D+01 |proj g|= 2.59938D-01
At iterate 944 f= 4.24284D+01 |proj g|= 8.84383D-01
At iterate 945 f= 4.24283D+01 |proj g|= 4.19999D-01
At iterate 946 f= 4.24283D+01 |proj g|= 1.83640D-01
At iterate 947 f= 4.24283D+01 |proj g|= 1.64804D-01
At iterate 948 f= 4.24283D+01 |proj g|= 3.51527D-01
At iterate 949 f= 4.24282D+01 |proj g|= 4.92709D-01
At iterate 950 f= 4.24282D+01 |proj g|= 5.18723D-01
At iterate 951 f= 4.24281D+01 |proj g|= 2.54905D-01
At iterate 952 f= 4.24281D+01 |proj g|= 3.78323D-01
At iterate 953 f= 4.24281D+01 |proj g|= 4.20025D-01
At iterate 954 f= 4.24280D+01 |proj g|= 1.76047D+00
At iterate 955 f= 4.24279D+01 |proj g|= 5.99748D-01
At iterate 956 f= 4.24279D+01 |proj g|= 1.86631D-01
At iterate 957 f= 4.24278D+01 |proj g|= 3.35574D-01
At iterate 958 f= 4.24278D+01 |proj g|= 8.13483D-01
At iterate 959 f= 4.24278D+01 |proj g|= 3.66123D-01
At iterate 960 f= 4.24277D+01 |proj g|= 3.15463D-01
At iterate 961 f= 4.24276D+01 |proj g|= 3.95716D-01
At iterate 962 f= 4.24276D+01 |proj g|= 8.49779D-01
At iterate 963 f= 4.24275D+01 |proj g|= 2.33482D-01
At iterate 964 f= 4.24275D+01 |proj g|= 2.52549D-01
At iterate 965 f= 4.24274D+01 |proj g|= 3.53458D-01
At iterate 966 f= 4.24273D+01 |proj g|= 3.22417D-01
At iterate 967 f= 4.24273D+01 |proj g|= 1.96278D+00
At iterate 968 f= 4.24272D+01 |proj g|= 5.10874D-01
At iterate 969 f= 4.24272D+01 |proj g|= 2.23189D-01
At iterate 970 f= 4.24271D+01 |proj g|= 4.47143D-01
At iterate 971 f= 4.24271D+01 |proj g|= 7.93169D-01
At iterate 972 f= 4.24270D+01 |proj g|= 1.76072D-01
At iterate 973 f= 4.24270D+01 |proj g|= 2.31079D-01
At iterate 974 f= 4.24269D+01 |proj g|= 5.48075D-01
At iterate 975 f= 4.24269D+01 |proj g|= 8.07960D-01
At iterate 976 f= 4.24269D+01 |proj g|= 3.59057D-01
At iterate 977 f= 4.24269D+01 |proj g|= 1.37691D-01
At iterate 978 f= 4.24268D+01 |proj g|= 3.85606D-01
At iterate 979 f= 4.24268D+01 |proj g|= 6.49455D-01
At iterate 980 f= 4.24268D+01 |proj g|= 6.97050D-01
At iterate 981 f= 4.24267D+01 |proj g|= 6.46325D-01
At iterate 982 f= 4.24267D+01 |proj g|= 1.26902D-01
At iterate 983 f= 4.24267D+01 |proj g|= 1.00672D-01
At iterate 984 f= 4.24266D+01 |proj g|= 3.13166D-01
At iterate 985 f= 4.24266D+01 |proj g|= 5.41315D-01
At iterate 986 f= 4.24266D+01 |proj g|= 1.38706D+00
At iterate 987 f= 4.24265D+01 |proj g|= 2.19565D-01
At iterate 988 f= 4.24265D+01 |proj g|= 1.63554D-01
At iterate 989 f= 4.24265D+01 |proj g|= 2.92713D-01
At iterate 990 f= 4.24265D+01 |proj g|= 4.68404D-01
At iterate 991 f= 4.24264D+01 |proj g|= 3.43527D-01
At iterate 992 f= 4.24264D+01 |proj g|= 8.45266D-01
At iterate 993 f= 4.24263D+01 |proj g|= 3.26712D-01
At iterate 994 f= 4.24263D+01 |proj g|= 2.03761D-01
At iterate 995 f= 4.24263D+01 |proj g|= 2.55579D-01
At iterate 996 f= 4.24262D+01 |proj g|= 3.96316D-01
At iterate 997 f= 4.24262D+01 |proj g|= 4.81328D-01
At iterate 998 f= 4.24262D+01 |proj g|= 2.36351D-01
At iterate 999 f= 4.24261D+01 |proj g|= 2.09388D-01
At iterate 1000 f= 4.24261D+01 |proj g|= 3.61490D-01
At iterate 1001 f= 4.24261D+01 |proj g|= 6.11393D-01
At iterate 1002 f= 4.24260D+01 |proj g|= 4.26006D-01
At iterate 1003 f= 4.24260D+01 |proj g|= 2.18956D-01
At iterate 1004 f= 4.24260D+01 |proj g|= 2.80952D-01
At iterate 1005 f= 4.24259D+01 |proj g|= 6.57423D-01
At iterate 1006 f= 4.24259D+01 |proj g|= 7.34434D-01
At iterate 1007 f= 4.24258D+01 |proj g|= 1.33097D+00
At iterate 1008 f= 4.24257D+01 |proj g|= 2.27654D-01
At iterate 1009 f= 4.24257D+01 |proj g|= 2.24121D-01
At iterate 1010 f= 4.24257D+01 |proj g|= 3.59862D-01
At iterate 1011 f= 4.24256D+01 |proj g|= 5.25183D-01
At iterate 1012 f= 4.24256D+01 |proj g|= 2.19315D-01
At iterate 1013 f= 4.24256D+01 |proj g|= 2.63281D-01
At iterate 1014 f= 4.24256D+01 |proj g|= 4.98535D-01
At iterate 1015 f= 4.24255D+01 |proj g|= 5.48955D-01
At iterate 1016 f= 4.24255D+01 |proj g|= 9.61991D-01
At iterate 1017 f= 4.24254D+01 |proj g|= 3.33833D-01
At iterate 1018 f= 4.24254D+01 |proj g|= 1.85721D-01
At iterate 1019 f= 4.24254D+01 |proj g|= 4.70327D-01
At iterate 1020 f= 4.24254D+01 |proj g|= 5.38490D-01
At iterate 1021 f= 4.24253D+01 |proj g|= 1.16704D+00
At iterate 1022 f= 4.24253D+01 |proj g|= 3.34714D-01
At iterate 1023 f= 4.24253D+01 |proj g|= 1.51845D-01
At iterate 1024 f= 4.24253D+01 |proj g|= 2.48846D-01
At iterate 1025 f= 4.24252D+01 |proj g|= 3.63978D-01
At iterate 1026 f= 4.24252D+01 |proj g|= 3.81852D-01
At iterate 1027 f= 4.24252D+01 |proj g|= 6.39699D-01
At iterate 1028 f= 4.24251D+01 |proj g|= 1.67426D-01
At iterate 1029 f= 4.24251D+01 |proj g|= 1.57904D-01
At iterate 1030 f= 4.24251D+01 |proj g|= 4.35932D-01
At iterate 1031 f= 4.24251D+01 |proj g|= 5.53719D-01
At iterate 1032 f= 4.24250D+01 |proj g|= 8.39274D-01
At iterate 1033 f= 4.24250D+01 |proj g|= 3.53642D-01
At iterate 1034 f= 4.24250D+01 |proj g|= 1.77556D-01
At iterate 1035 f= 4.24250D+01 |proj g|= 2.18032D-01
At iterate 1036 f= 4.24249D+01 |proj g|= 3.15107D-01
At iterate 1037 f= 4.24249D+01 |proj g|= 1.10736D+00
At iterate 1038 f= 4.24249D+01 |proj g|= 3.10598D-01
At iterate 1039 f= 4.24249D+01 |proj g|= 7.36773D-02
At iterate 1040 f= 4.24249D+01 |proj g|= 2.50299D-01
At iterate 1041 f= 4.24249D+01 |proj g|= 3.67859D-01
At iterate 1042 f= 4.24248D+01 |proj g|= 5.77223D-01
At iterate 1043 f= 4.24248D+01 |proj g|= 6.88552D-01
At iterate 1044 f= 4.24248D+01 |proj g|= 2.43397D-01
At iterate 1045 f= 4.24248D+01 |proj g|= 1.47852D-01
At iterate 1046 f= 4.24248D+01 |proj g|= 2.48807D-01
At iterate 1047 f= 4.24247D+01 |proj g|= 4.05030D-01
At iterate 1048 f= 4.24247D+01 |proj g|= 4.51085D-01
At iterate 1049 f= 4.24247D+01 |proj g|= 1.53437D-01
At iterate 1050 f= 4.24247D+01 |proj g|= 9.24290D-02
At iterate 1051 f= 4.24246D+01 |proj g|= 4.60743D-01
At iterate 1052 f= 4.24246D+01 |proj g|= 3.12911D-01
At iterate 1053 f= 4.24246D+01 |proj g|= 2.76034D-01
At iterate 1054 f= 4.24246D+01 |proj g|= 2.85961D-01
At iterate 1055 f= 4.24245D+01 |proj g|= 2.45677D-01
At iterate 1056 f= 4.24245D+01 |proj g|= 2.39941D-01
At iterate 1057 f= 4.24245D+01 |proj g|= 3.30860D-01
At iterate 1058 f= 4.24245D+01 |proj g|= 5.89249D-01
At iterate 1059 f= 4.24244D+01 |proj g|= 1.14688D-01
At iterate 1060 f= 4.24244D+01 |proj g|= 1.15482D-01
At iterate 1061 f= 4.24244D+01 |proj g|= 2.31904D-01
At iterate 1062 f= 4.24244D+01 |proj g|= 4.55598D-01
At iterate 1063 f= 4.24244D+01 |proj g|= 3.93464D-01
At iterate 1064 f= 4.24244D+01 |proj g|= 6.28631D-01
At iterate 1065 f= 4.24244D+01 |proj g|= 3.10971D-01
At iterate 1066 f= 4.24244D+01 |proj g|= 9.24937D-02
At iterate 1067 f= 4.24244D+01 |proj g|= 1.74909D-01
At iterate 1068 f= 4.24243D+01 |proj g|= 3.61782D-01
At iterate 1069 f= 4.24243D+01 |proj g|= 2.28164D-01
At iterate 1070 f= 4.24243D+01 |proj g|= 2.13233D-01
At iterate 1071 f= 4.24243D+01 |proj g|= 7.74157D-02
At iterate 1072 f= 4.24243D+01 |proj g|= 1.12712D-01
At iterate 1073 f= 4.24243D+01 |proj g|= 2.65038D-01
At iterate 1074 f= 4.24243D+01 |proj g|= 2.02867D-01
At iterate 1075 f= 4.24243D+01 |proj g|= 3.97647D-01
At iterate 1076 f= 4.24243D+01 |proj g|= 1.39223D-01
At iterate 1077 f= 4.24243D+01 |proj g|= 1.35103D-01
At iterate 1078 f= 4.24243D+01 |proj g|= 1.54466D-01
At iterate 1079 f= 4.24242D+01 |proj g|= 1.19712D-01
At iterate 1080 f= 4.24242D+01 |proj g|= 6.55482D-01
At iterate 1081 f= 4.24242D+01 |proj g|= 2.08566D-01
At iterate 1082 f= 4.24242D+01 |proj g|= 1.11602D-01
At iterate 1083 f= 4.24242D+01 |proj g|= 2.04058D-01
At iterate 1084 f= 4.24242D+01 |proj g|= 4.93229D-01
At iterate 1085 f= 4.24242D+01 |proj g|= 2.16714D-01
At iterate 1086 f= 4.24242D+01 |proj g|= 1.29329D-01
At iterate 1087 f= 4.24242D+01 |proj g|= 3.13476D-01
At iterate 1088 f= 4.24242D+01 |proj g|= 2.92165D-01
At iterate 1089 f= 4.24241D+01 |proj g|= 4.93495D-01
At iterate 1090 f= 4.24241D+01 |proj g|= 2.03055D-01
At iterate 1091 f= 4.24241D+01 |proj g|= 1.46868D-01
At iterate 1092 f= 4.24241D+01 |proj g|= 2.72703D-01
At iterate 1093 f= 4.24241D+01 |proj g|= 4.22236D-01
At iterate 1094 f= 4.24241D+01 |proj g|= 3.75469D-01
At iterate 1095 f= 4.24241D+01 |proj g|= 1.68580D-01
At iterate 1096 f= 4.24241D+01 |proj g|= 6.85239D-02
At iterate 1097 f= 4.24241D+01 |proj g|= 2.42442D-01
At iterate 1098 f= 4.24241D+01 |proj g|= 2.35847D-01
At iterate 1099 f= 4.24241D+01 |proj g|= 2.38856D-01
At iterate 1100 f= 4.24241D+01 |proj g|= 5.69862D-02
At iterate 1101 f= 4.24240D+01 |proj g|= 1.31404D-01
At iterate 1102 f= 4.24240D+01 |proj g|= 2.15935D-01
At iterate 1103 f= 4.24240D+01 |proj g|= 3.11607D-01
At iterate 1104 f= 4.24240D+01 |proj g|= 4.18607D-01
At iterate 1105 f= 4.24240D+01 |proj g|= 2.82000D-01
At iterate 1106 f= 4.24240D+01 |proj g|= 5.41759D-02
At iterate 1107 f= 4.24240D+01 |proj g|= 8.81722D-02
At iterate 1108 f= 4.24240D+01 |proj g|= 2.00901D-01
At iterate 1109 f= 4.24240D+01 |proj g|= 2.49983D-01
At iterate 1110 f= 4.24240D+01 |proj g|= 4.99764D-01
At iterate 1111 f= 4.24240D+01 |proj g|= 1.78868D-01
At iterate 1112 f= 4.24240D+01 |proj g|= 6.10237D-02
At iterate 1113 f= 4.24240D+01 |proj g|= 1.20172D-01
At iterate 1114 f= 4.24240D+01 |proj g|= 1.71556D-01
At iterate 1115 f= 4.24240D+01 |proj g|= 3.25340D-01
At iterate 1116 f= 4.24240D+01 |proj g|= 3.18577D-01
At iterate 1117 f= 4.24240D+01 |proj g|= 1.46187D-01
At iterate 1118 f= 4.24239D+01 |proj g|= 4.74279D-02
At iterate 1119 f= 4.24239D+01 |proj g|= 1.20425D-01
At iterate 1120 f= 4.24239D+01 |proj g|= 1.54972D-01
At iterate 1121 f= 4.24239D+01 |proj g|= 2.60560D-01
At iterate 1122 f= 4.24239D+01 |proj g|= 1.17792D-01
At iterate 1123 f= 4.24239D+01 |proj g|= 1.55604D-01
At iterate 1124 f= 4.24239D+01 |proj g|= 1.85357D-01
At iterate 1125 f= 4.24239D+01 |proj g|= 3.40938D-01
At iterate 1126 f= 4.24239D+01 |proj g|= 9.19029D-02
At iterate 1127 f= 4.24239D+01 |proj g|= 1.63341D-01
At iterate 1128 f= 4.24239D+01 |proj g|= 2.01322D-01
At iterate 1129 f= 4.24239D+01 |proj g|= 3.80762D-01
At iterate 1130 f= 4.24239D+01 |proj g|= 1.55497D-01
At iterate 1131 f= 4.24239D+01 |proj g|= 9.83464D-02
At iterate 1132 f= 4.24239D+01 |proj g|= 1.26929D-01
At iterate 1133 f= 4.24238D+01 |proj g|= 1.58976D-01
At iterate 1134 f= 4.24238D+01 |proj g|= 2.85514D-01
At iterate 1135 f= 4.24238D+01 |proj g|= 1.84403D-01
At iterate 1136 f= 4.24238D+01 |proj g|= 9.07291D-02
At iterate 1137 f= 4.24238D+01 |proj g|= 1.02525D-01
At iterate 1138 f= 4.24238D+01 |proj g|= 1.68912D-01
At iterate 1139 f= 4.24238D+01 |proj g|= 4.82840D-01
At iterate 1140 f= 4.24238D+01 |proj g|= 3.01591D-01
At iterate 1141 f= 4.24238D+01 |proj g|= 1.09656D-01
At iterate 1142 f= 4.24238D+01 |proj g|= 1.08222D-01
At iterate 1143 f= 4.24238D+01 |proj g|= 2.27748D-01
At iterate 1144 f= 4.24237D+01 |proj g|= 3.47469D-01
At iterate 1145 f= 4.24237D+01 |proj g|= 4.76053D-01
At iterate 1146 f= 4.24237D+01 |proj g|= 3.40399D-01
At iterate 1147 f= 4.24237D+01 |proj g|= 1.10207D-01
At iterate 1148 f= 4.24237D+01 |proj g|= 1.14878D-01
At iterate 1149 f= 4.24237D+01 |proj g|= 4.91076D-01
At iterate 1150 f= 4.24236D+01 |proj g|= 1.60152D-01
At iterate 1151 f= 4.24236D+01 |proj g|= 7.80722D-02
At iterate 1152 f= 4.24236D+01 |proj g|= 8.31937D-02
At iterate 1153 f= 4.24236D+01 |proj g|= 1.20133D-01
At iterate 1154 f= 4.24236D+01 |proj g|= 2.49337D-01
At iterate 1155 f= 4.24236D+01 |proj g|= 2.93591D-01
At iterate 1156 f= 4.24236D+01 |proj g|= 5.04583D-01
At iterate 1157 f= 4.24236D+01 |proj g|= 2.28994D-01
At iterate 1158 f= 4.24235D+01 |proj g|= 6.55209D-02
At iterate 1159 f= 4.24235D+01 |proj g|= 1.44855D-01
At iterate 1160 f= 4.24235D+01 |proj g|= 1.94026D-01
At iterate 1161 f= 4.24235D+01 |proj g|= 1.58935D-01
At iterate 1162 f= 4.24235D+01 |proj g|= 4.41669D-01
At iterate 1163 f= 4.24235D+01 |proj g|= 2.58349D-01
At iterate 1164 f= 4.24235D+01 |proj g|= 7.98754D-02
At iterate 1165 f= 4.24235D+01 |proj g|= 5.28293D-02
At iterate 1166 f= 4.24235D+01 |proj g|= 2.14876D-01
At iterate 1167 f= 4.24235D+01 |proj g|= 3.14333D-01
At iterate 1168 f= 4.24234D+01 |proj g|= 4.16240D-01
At iterate 1169 f= 4.24234D+01 |proj g|= 1.53642D-01
At iterate 1170 f= 4.24234D+01 |proj g|= 6.00914D-02
At iterate 1171 f= 4.24234D+01 |proj g|= 1.38104D-01
At iterate 1172 f= 4.24234D+01 |proj g|= 3.50817D-01
At iterate 1173 f= 4.24234D+01 |proj g|= 2.21549D-01
At iterate 1174 f= 4.24234D+01 |proj g|= 2.03062D-01
At iterate 1175 f= 4.24234D+01 |proj g|= 6.25356D-01
At iterate 1176 f= 4.24233D+01 |proj g|= 1.03666D-01
At iterate 1177 f= 4.24233D+01 |proj g|= 7.09875D-02
At iterate 1178 f= 4.24233D+01 |proj g|= 1.86962D-01
At iterate 1179 f= 4.24233D+01 |proj g|= 2.82686D-01
At iterate 1180 f= 4.24233D+01 |proj g|= 2.36577D-01
At iterate 1181 f= 4.24233D+01 |proj g|= 4.35435D-01
At iterate 1182 f= 4.24233D+01 |proj g|= 9.21119D-02
At iterate 1183 f= 4.24233D+01 |proj g|= 5.95774D-02
At iterate 1184 f= 4.24232D+01 |proj g|= 1.26408D-01
At iterate 1185 f= 4.24232D+01 |proj g|= 4.34070D-01
At iterate 1186 f= 4.24232D+01 |proj g|= 2.38822D-01
At iterate 1187 f= 4.24232D+01 |proj g|= 1.44868D-01
At iterate 1188 f= 4.24232D+01 |proj g|= 1.47849D-01
At iterate 1189 f= 4.24232D+01 |proj g|= 1.40206D-01
At iterate 1190 f= 4.24232D+01 |proj g|= 1.43758D-01
At iterate 1191 f= 4.24232D+01 |proj g|= 2.32571D-01
At iterate 1192 f= 4.24232D+01 |proj g|= 1.96258D-01
At iterate 1193 f= 4.24232D+01 |proj g|= 2.10226D-01
At iterate 1194 f= 4.24231D+01 |proj g|= 1.67765D-01
At iterate 1195 f= 4.24231D+01 |proj g|= 1.59167D-01
At iterate 1196 f= 4.24231D+01 |proj g|= 9.23783D-02
At iterate 1197 f= 4.24231D+01 |proj g|= 1.86303D-01
At iterate 1198 f= 4.24231D+01 |proj g|= 3.30642D-01
At iterate 1199 f= 4.24231D+01 |proj g|= 1.83975D-01
At iterate 1200 f= 4.24231D+01 |proj g|= 8.56594D-02
At iterate 1201 f= 4.24231D+01 |proj g|= 1.13943D-01
At iterate 1202 f= 4.24231D+01 |proj g|= 2.06515D-01
At iterate 1203 f= 4.24231D+01 |proj g|= 1.73384D-01
At iterate 1204 f= 4.24230D+01 |proj g|= 2.40083D-01
At iterate 1205 f= 4.24230D+01 |proj g|= 2.01661D-01
At iterate 1206 f= 4.24230D+01 |proj g|= 3.73487D-01
At iterate 1207 f= 4.24230D+01 |proj g|= 1.82631D-01
At iterate 1208 f= 4.24230D+01 |proj g|= 8.14334D-02
At iterate 1209 f= 4.24230D+01 |proj g|= 1.30855D-01
At iterate 1210 f= 4.24230D+01 |proj g|= 2.57560D-01
At iterate 1211 f= 4.24230D+01 |proj g|= 9.93641D-02
At iterate 1212 f= 4.24229D+01 |proj g|= 1.42692D-01
At iterate 1213 f= 4.24229D+01 |proj g|= 2.99033D-01
At iterate 1214 f= 4.24229D+01 |proj g|= 1.45628D-01
At iterate 1215 f= 4.24229D+01 |proj g|= 1.45114D-01
At iterate 1216 f= 4.24229D+01 |proj g|= 1.75802D-01
At iterate 1217 f= 4.24229D+01 |proj g|= 4.43467D-01
At iterate 1218 f= 4.24229D+01 |proj g|= 1.17039D-01
At iterate 1219 f= 4.24229D+01 |proj g|= 1.62570D-01
At iterate 1220 f= 4.24229D+01 |proj g|= 2.71698D-01
At iterate 1221 f= 4.24228D+01 |proj g|= 3.31031D-01
At iterate 1222 f= 4.24228D+01 |proj g|= 1.85330D-01
At iterate 1223 f= 4.24228D+01 |proj g|= 2.25551D-01
At iterate 1224 f= 4.24228D+01 |proj g|= 3.83468D-01
At iterate 1225 f= 4.24228D+01 |proj g|= 3.82958D-01
At iterate 1226 f= 4.24228D+01 |proj g|= 3.13252D-01
At iterate 1227 f= 4.24228D+01 |proj g|= 6.94633D-02
At iterate 1228 f= 4.24228D+01 |proj g|= 1.13755D-01
At iterate 1229 f= 4.24227D+01 |proj g|= 2.54329D-01
At iterate 1230 f= 4.24227D+01 |proj g|= 2.80925D-01
At iterate 1231 f= 4.24227D+01 |proj g|= 2.49577D-01
At iterate 1232 f= 4.24227D+01 |proj g|= 8.80023D-02
At iterate 1233 f= 4.24227D+01 |proj g|= 1.66709D-01
At iterate 1234 f= 4.24227D+01 |proj g|= 2.26116D-01
At iterate 1235 f= 4.24227D+01 |proj g|= 4.98623D-01
At iterate 1236 f= 4.24227D+01 |proj g|= 2.09555D-01
At iterate 1237 f= 4.24227D+01 |proj g|= 8.95255D-02
At iterate 1238 f= 4.24226D+01 |proj g|= 1.86165D-01
At iterate 1239 f= 4.24226D+01 |proj g|= 2.97423D-01
At iterate 1240 f= 4.24226D+01 |proj g|= 3.17997D-01
At iterate 1241 f= 4.24226D+01 |proj g|= 3.30718D-01
At iterate 1242 f= 4.24226D+01 |proj g|= 3.37836D-01
At iterate 1243 f= 4.24225D+01 |proj g|= 2.65814D-01
At iterate 1244 f= 4.24225D+01 |proj g|= 1.06004D-01
At iterate 1245 f= 4.24225D+01 |proj g|= 1.78338D-01
At iterate 1246 f= 4.24225D+01 |proj g|= 1.00246D-01
At iterate 1247 f= 4.24225D+01 |proj g|= 1.20698D-01
At iterate 1248 f= 4.24225D+01 |proj g|= 1.16553D-01
At iterate 1249 f= 4.24225D+01 |proj g|= 5.73894D-01
At iterate 1250 f= 4.24224D+01 |proj g|= 1.66998D-01
At iterate 1251 f= 4.24224D+01 |proj g|= 9.30828D-02
At iterate 1252 f= 4.24224D+01 |proj g|= 3.44906D-01
At iterate 1253 f= 4.24224D+01 |proj g|= 7.11789D-02
At iterate 1254 f= 4.24224D+01 |proj g|= 8.22933D-02
At iterate 1255 f= 4.24224D+01 |proj g|= 1.53089D-01
At iterate 1256 f= 4.24224D+01 |proj g|= 2.10405D-01
At iterate 1257 f= 4.24224D+01 |proj g|= 9.68732D-02
At iterate 1258 f= 4.24224D+01 |proj g|= 7.88296D-02
At iterate 1259 f= 4.24224D+01 |proj g|= 1.38247D-01
At iterate 1260 f= 4.24224D+01 |proj g|= 2.23781D-01
At iterate 1261 f= 4.24224D+01 |proj g|= 1.67074D-01
At iterate 1262 f= 4.24224D+01 |proj g|= 1.66080D-01
At iterate 1263 f= 4.24223D+01 |proj g|= 9.01538D-02
At iterate 1264 f= 4.24223D+01 |proj g|= 1.34482D-01
At iterate 1265 f= 4.24223D+01 |proj g|= 2.10730D-01
At iterate 1266 f= 4.24223D+01 |proj g|= 2.21103D-01
At iterate 1267 f= 4.24223D+01 |proj g|= 3.19722D-01
At iterate 1268 f= 4.24223D+01 |proj g|= 9.40107D-02
At iterate 1269 f= 4.24223D+01 |proj g|= 7.45575D-02
At iterate 1270 f= 4.24223D+01 |proj g|= 2.24025D-01
At iterate 1271 f= 4.24223D+01 |proj g|= 3.05241D-01
At iterate 1272 f= 4.24223D+01 |proj g|= 4.99665D-01
At iterate 1273 f= 4.24223D+01 |proj g|= 2.02656D-01
At iterate 1274 f= 4.24223D+01 |proj g|= 7.14845D-02
At iterate 1275 f= 4.24223D+01 |proj g|= 1.33118D-01
At iterate 1276 f= 4.24223D+01 |proj g|= 1.98328D-01
At iterate 1277 f= 4.24222D+01 |proj g|= 2.02979D-01
At iterate 1278 f= 4.24222D+01 |proj g|= 2.76210D-01
At iterate 1279 f= 4.24222D+01 |proj g|= 2.58616D-01
At iterate 1280 f= 4.24222D+01 |proj g|= 4.21868D-01
At iterate 1281 f= 4.24222D+01 |proj g|= 1.22424D-01
At iterate 1282 f= 4.24222D+01 |proj g|= 1.22259D-01
At iterate 1283 f= 4.24222D+01 |proj g|= 1.29822D-01
At iterate 1284 f= 4.24222D+01 |proj g|= 1.35094D-01
At iterate 1285 f= 4.24221D+01 |proj g|= 3.38710D-01
At iterate 1286 f= 4.24221D+01 |proj g|= 2.77010D-01
At iterate 1287 f= 4.24221D+01 |proj g|= 1.47617D-01
At iterate 1288 f= 4.24221D+01 |proj g|= 1.03557D-01
At iterate 1289 f= 4.24221D+01 |proj g|= 1.78953D-01
At iterate 1290 f= 4.24221D+01 |proj g|= 2.14475D-01
At iterate 1291 f= 4.24221D+01 |proj g|= 2.52131D-01
At iterate 1292 f= 4.24221D+01 |proj g|= 1.68949D-01
At iterate 1293 f= 4.24221D+01 |proj g|= 8.28498D-02
At iterate 1294 f= 4.24220D+01 |proj g|= 1.47052D-01
At iterate 1295 f= 4.24220D+01 |proj g|= 1.72819D-01
At iterate 1296 f= 4.24220D+01 |proj g|= 1.80483D-01
At iterate 1297 f= 4.24220D+01 |proj g|= 4.03776D-01
At iterate 1298 f= 4.24220D+01 |proj g|= 1.82500D-01
At iterate 1299 f= 4.24220D+01 |proj g|= 7.35715D-02
At iterate 1300 f= 4.24220D+01 |proj g|= 9.41576D-02
At iterate 1301 f= 4.24220D+01 |proj g|= 2.59128D-01
At iterate 1302 f= 4.24220D+01 |proj g|= 1.72825D-01
At iterate 1303 f= 4.24220D+01 |proj g|= 8.42972D-02
At iterate 1304 f= 4.24220D+01 |proj g|= 1.81268D-01
At iterate 1305 f= 4.24220D+01 |proj g|= 1.87946D-01
At iterate 1306 f= 4.24219D+01 |proj g|= 1.71737D-01
At iterate 1307 f= 4.24219D+01 |proj g|= 3.49487D-01
At iterate 1308 f= 4.24219D+01 |proj g|= 8.74582D-02
At iterate 1309 f= 4.24219D+01 |proj g|= 5.26012D-02
At iterate 1310 f= 4.24219D+01 |proj g|= 1.35318D-01
At iterate 1311 f= 4.24219D+01 |proj g|= 4.90539D-01
At iterate 1312 f= 4.24219D+01 |proj g|= 2.90073D-01
At iterate 1313 f= 4.24219D+01 |proj g|= 2.31325D-01
At iterate 1314 f= 4.24219D+01 |proj g|= 2.59018D-01
At iterate 1315 f= 4.24219D+01 |proj g|= 8.89076D-02
At iterate 1316 f= 4.24218D+01 |proj g|= 9.06967D-02
At iterate 1317 f= 4.24218D+01 |proj g|= 1.51575D-01
At iterate 1318 f= 4.24218D+01 |proj g|= 2.67594D-01
At iterate 1319 f= 4.24218D+01 |proj g|= 3.37032D-01
At iterate 1320 f= 4.24218D+01 |proj g|= 1.30339D-01
At iterate 1321 f= 4.24218D+01 |proj g|= 6.03011D-02
At iterate 1322 f= 4.24218D+01 |proj g|= 8.37234D-02
At iterate 1323 f= 4.24218D+01 |proj g|= 1.87435D-01
At iterate 1324 f= 4.24218D+01 |proj g|= 1.96043D-01
At iterate 1325 f= 4.24218D+01 |proj g|= 1.62207D-01
At iterate 1326 f= 4.24218D+01 |proj g|= 1.11564D-01
At iterate 1327 f= 4.24218D+01 |proj g|= 1.62177D-01
At iterate 1328 f= 4.24218D+01 |proj g|= 1.31886D-01
At iterate 1329 f= 4.24217D+01 |proj g|= 1.79262D-01
At iterate 1330 f= 4.24217D+01 |proj g|= 4.07277D-01
At iterate 1331 f= 4.24217D+01 |proj g|= 1.66222D-01
At iterate 1332 f= 4.24217D+01 |proj g|= 7.83282D-02
At iterate 1333 f= 4.24217D+01 |proj g|= 1.37989D-01
At iterate 1334 f= 4.24217D+01 |proj g|= 2.79935D-01
At iterate 1335 f= 4.24217D+01 |proj g|= 2.67797D-01
At iterate 1336 f= 4.24217D+01 |proj g|= 8.84260D-02
At iterate 1337 f= 4.24217D+01 |proj g|= 5.33708D-02
At iterate 1338 f= 4.24217D+01 |proj g|= 9.95682D-02
At iterate 1339 f= 4.24217D+01 |proj g|= 1.85598D-01
At iterate 1340 f= 4.24217D+01 |proj g|= 2.55934D-01
At iterate 1341 f= 4.24217D+01 |proj g|= 4.34143D-01
At iterate 1342 f= 4.24216D+01 |proj g|= 1.33529D-01
At iterate 1343 f= 4.24216D+01 |proj g|= 7.59393D-02
At iterate 1344 f= 4.24216D+01 |proj g|= 6.62138D-02
At iterate 1345 f= 4.24216D+01 |proj g|= 1.71856D-01
At iterate 1346 f= 4.24216D+01 |proj g|= 1.96645D-01
At iterate 1347 f= 4.24216D+01 |proj g|= 2.48634D-01
At iterate 1348 f= 4.24216D+01 |proj g|= 3.45109D-01
At iterate 1349 f= 4.24216D+01 |proj g|= 6.53408D-02
At iterate 1350 f= 4.24216D+01 |proj g|= 7.29344D-02
At iterate 1351 f= 4.24216D+01 |proj g|= 1.47095D-01
At iterate 1352 f= 4.24216D+01 |proj g|= 1.48142D-01
At iterate 1353 f= 4.24216D+01 |proj g|= 3.77182D-01
At iterate 1354 f= 4.24216D+01 |proj g|= 8.80425D-02
At iterate 1355 f= 4.24216D+01 |proj g|= 9.02135D-02
At iterate 1356 f= 4.24215D+01 |proj g|= 1.80653D-01
At iterate 1357 f= 4.24215D+01 |proj g|= 2.02655D-01
At iterate 1358 f= 4.24215D+01 |proj g|= 1.21322D-01
At iterate 1359 f= 4.24215D+01 |proj g|= 1.78402D-01
At iterate 1360 f= 4.24215D+01 |proj g|= 3.12035D-01
At iterate 1361 f= 4.24215D+01 |proj g|= 1.71632D-01
At iterate 1362 f= 4.24215D+01 |proj g|= 5.73584D-02
At iterate 1363 f= 4.24215D+01 |proj g|= 1.61375D-01
At iterate 1364 f= 4.24215D+01 |proj g|= 2.84697D-01
At iterate 1365 f= 4.24215D+01 |proj g|= 3.05093D-01
At iterate 1366 f= 4.24215D+01 |proj g|= 7.57083D-02
At iterate 1367 f= 4.24215D+01 |proj g|= 6.49130D-02
At iterate 1368 f= 4.24215D+01 |proj g|= 1.25801D-01
At iterate 1369 f= 4.24215D+01 |proj g|= 2.03768D-01
At iterate 1370 f= 4.24215D+01 |proj g|= 1.89524D-01
At iterate 1371 f= 4.24214D+01 |proj g|= 2.79832D-01
At iterate 1372 f= 4.24214D+01 |proj g|= 1.20639D-01
At iterate 1373 f= 4.24214D+01 |proj g|= 1.06376D-01
At iterate 1374 f= 4.24214D+01 |proj g|= 1.36428D-01
At iterate 1375 f= 4.24214D+01 |proj g|= 3.02373D-01
At iterate 1376 f= 4.24214D+01 |proj g|= 1.46536D-01
At iterate 1377 f= 4.24214D+01 |proj g|= 1.14877D-01
At iterate 1378 f= 4.24214D+01 |proj g|= 1.56085D-01
At iterate 1379 f= 4.24214D+01 |proj g|= 3.02310D-01
At iterate 1380 f= 4.24214D+01 |proj g|= 2.36866D-01
At iterate 1381 f= 4.24214D+01 |proj g|= 1.02013D-01
At iterate 1382 f= 4.24214D+01 |proj g|= 9.35375D-02
At iterate 1383 f= 4.24214D+01 |proj g|= 1.32899D-01
At iterate 1384 f= 4.24214D+01 |proj g|= 2.57557D-01
At iterate 1385 f= 4.24214D+01 |proj g|= 3.86104D-01
At iterate 1386 f= 4.24214D+01 |proj g|= 1.65269D-01
At iterate 1387 f= 4.24214D+01 |proj g|= 4.83268D-02
At iterate 1388 f= 4.24213D+01 |proj g|= 8.29539D-02
At iterate 1389 f= 4.24213D+01 |proj g|= 1.15496D-01
At iterate 1390 f= 4.24213D+01 |proj g|= 1.99799D-01
At iterate 1391 f= 4.24213D+01 |proj g|= 2.49322D-01
At iterate 1392 f= 4.24213D+01 |proj g|= 1.17825D-01
At iterate 1393 f= 4.24213D+01 |proj g|= 9.94524D-02
At iterate 1394 f= 4.24213D+01 |proj g|= 1.23033D-01
At iterate 1395 f= 4.24213D+01 |proj g|= 1.62071D-01
At iterate 1396 f= 4.24213D+01 |proj g|= 4.48532D-01
At iterate 1397 f= 4.24213D+01 |proj g|= 1.96323D-01
At iterate 1398 f= 4.24213D+01 |proj g|= 1.43655D-01
At iterate 1399 f= 4.24213D+01 |proj g|= 1.14968D-01
At iterate 1400 f= 4.24213D+01 |proj g|= 2.37236D-01
At iterate 1401 f= 4.24213D+01 |proj g|= 1.06279D-01
At iterate 1402 f= 4.24213D+01 |proj g|= 9.56283D-02
At iterate 1403 f= 4.24212D+01 |proj g|= 2.03617D-01
At iterate 1404 f= 4.24212D+01 |proj g|= 3.02567D-01
At iterate 1405 f= 4.24212D+01 |proj g|= 1.52394D-01
At iterate 1406 f= 4.24212D+01 |proj g|= 5.91640D-02
At iterate 1407 f= 4.24212D+01 |proj g|= 7.82410D-02
At iterate 1408 f= 4.24212D+01 |proj g|= 1.76294D-01
At iterate 1409 f= 4.24212D+01 |proj g|= 1.45498D-01
At iterate 1410 f= 4.24212D+01 |proj g|= 2.86710D-01
At iterate 1411 f= 4.24212D+01 |proj g|= 8.03984D-02
At iterate 1412 f= 4.24212D+01 |proj g|= 3.58496D-02
At iterate 1413 f= 4.24212D+01 |proj g|= 7.75977D-02
At iterate 1414 f= 4.24212D+01 |proj g|= 1.73236D-01
At iterate 1415 f= 4.24212D+01 |proj g|= 3.07594D-01
At iterate 1416 f= 4.24212D+01 |proj g|= 5.59222D-02
At iterate 1417 f= 4.24212D+01 |proj g|= 6.59861D-02
At iterate 1418 f= 4.24212D+01 |proj g|= 9.54217D-02
At iterate 1419 f= 4.24212D+01 |proj g|= 2.27632D-01
At iterate 1420 f= 4.24212D+01 |proj g|= 6.37059D-02
At iterate 1421 f= 4.24212D+01 |proj g|= 9.71216D-02
At iterate 1422 f= 4.24212D+01 |proj g|= 1.16372D-01
At iterate 1423 f= 4.24212D+01 |proj g|= 2.98124D-01
At iterate 1424 f= 4.24211D+01 |proj g|= 5.43779D-01
At iterate 1425 f= 4.24211D+01 |proj g|= 9.26923D-02
At iterate 1426 f= 4.24211D+01 |proj g|= 6.62944D-02
At iterate 1427 f= 4.24211D+01 |proj g|= 8.21155D-02
At iterate 1428 f= 4.24211D+01 |proj g|= 2.12170D-01
At iterate 1429 f= 4.24211D+01 |proj g|= 1.28730D-01
At iterate 1430 f= 4.24211D+01 |proj g|= 1.00042D-01
At iterate 1431 f= 4.24211D+01 |proj g|= 3.16408D-01
At iterate 1432 f= 4.24211D+01 |proj g|= 7.53727D-02
At iterate 1433 f= 4.24211D+01 |proj g|= 8.50728D-02
At iterate 1434 f= 4.24211D+01 |proj g|= 2.17799D-01
At iterate 1435 f= 4.24211D+01 |proj g|= 3.57517D-01
At iterate 1436 f= 4.24211D+01 |proj g|= 9.50764D-02
At iterate 1437 f= 4.24211D+01 |proj g|= 5.44872D-02
At iterate 1438 f= 4.24211D+01 |proj g|= 1.20331D-01
At iterate 1439 f= 4.24211D+01 |proj g|= 2.15066D-01
At iterate 1440 f= 4.24210D+01 |proj g|= 2.92706D-01
At iterate 1441 f= 4.24210D+01 |proj g|= 2.58332D-01
At iterate 1442 f= 4.24210D+01 |proj g|= 1.03086D-01
At iterate 1443 f= 4.24210D+01 |proj g|= 9.67512D-02
At iterate 1444 f= 4.24210D+01 |proj g|= 2.72961D-01
At iterate 1445 f= 4.24210D+01 |proj g|= 1.73753D-01
At iterate 1446 f= 4.24210D+01 |proj g|= 1.58513D-01
At iterate 1447 f= 4.24210D+01 |proj g|= 1.17038D-01
At iterate 1448 f= 4.24210D+01 |proj g|= 2.96802D-01
At iterate 1449 f= 4.24210D+01 |proj g|= 8.04610D-02
At iterate 1450 f= 4.24210D+01 |proj g|= 7.45341D-02
At iterate 1451 f= 4.24210D+01 |proj g|= 1.51586D-01
At iterate 1452 f= 4.24210D+01 |proj g|= 2.22481D-01
At iterate 1453 f= 4.24210D+01 |proj g|= 2.24638D-01
At iterate 1454 f= 4.24210D+01 |proj g|= 4.13485D-02
At iterate 1455 f= 4.24210D+01 |proj g|= 5.15777D-02
At iterate 1456 f= 4.24210D+01 |proj g|= 8.58193D-02
At iterate 1457 f= 4.24210D+01 |proj g|= 1.65448D-01
At iterate 1458 f= 4.24210D+01 |proj g|= 1.28390D-01
At iterate 1459 f= 4.24210D+01 |proj g|= 6.19281D-02
At iterate 1460 f= 4.24210D+01 |proj g|= 1.51941D-01
At iterate 1461 f= 4.24210D+01 |proj g|= 2.00164D-01
At iterate 1462 f= 4.24210D+01 |proj g|= 2.65337D-01
At iterate 1463 f= 4.24209D+01 |proj g|= 5.39004D-02
At iterate 1464 f= 4.24209D+01 |proj g|= 6.49649D-02
At iterate 1465 f= 4.24209D+01 |proj g|= 9.23842D-02
At iterate 1466 f= 4.24209D+01 |proj g|= 1.25834D-01
At iterate 1467 f= 4.24209D+01 |proj g|= 3.23783D-01
At iterate 1468 f= 4.24209D+01 |proj g|= 8.25838D-02
At iterate 1469 f= 4.24209D+01 |proj g|= 6.96260D-02
At iterate 1470 f= 4.24209D+01 |proj g|= 8.00117D-02
At iterate 1471 f= 4.24209D+01 |proj g|= 1.14023D-01
At iterate 1472 f= 4.24209D+01 |proj g|= 2.57220D-01
At iterate 1473 f= 4.24209D+01 |proj g|= 9.88105D-02
At iterate 1474 f= 4.24209D+01 |proj g|= 9.81637D-02
At iterate 1475 f= 4.24209D+01 |proj g|= 9.55160D-02
At iterate 1476 f= 4.24209D+01 |proj g|= 2.15516D-01
At iterate 1477 f= 4.24209D+01 |proj g|= 8.31444D-02
At iterate 1478 f= 4.24209D+01 |proj g|= 6.31651D-02
At iterate 1479 f= 4.24209D+01 |proj g|= 1.08575D-01
At iterate 1480 f= 4.24209D+01 |proj g|= 1.56369D-01
At iterate 1481 f= 4.24209D+01 |proj g|= 1.79482D-01
At iterate 1482 f= 4.24209D+01 |proj g|= 2.45688D-01
At iterate 1483 f= 4.24209D+01 |proj g|= 8.58617D-02
At iterate 1484 f= 4.24209D+01 |proj g|= 7.23971D-02
At iterate 1485 f= 4.24209D+01 |proj g|= 1.81659D-01
At iterate 1486 f= 4.24209D+01 |proj g|= 8.28007D-02
At iterate 1487 f= 4.24209D+01 |proj g|= 8.08897D-02
At iterate 1488 f= 4.24208D+01 |proj g|= 1.59688D-01
At iterate 1489 f= 4.24208D+01 |proj g|= 1.77363D-01
At iterate 1490 f= 4.24208D+01 |proj g|= 3.41943D-01
At iterate 1491 f= 4.24208D+01 |proj g|= 1.96745D-01
At iterate 1492 f= 4.24208D+01 |proj g|= 4.76655D-02
At iterate 1493 f= 4.24208D+01 |proj g|= 1.35420D-01
At iterate 1494 f= 4.24208D+01 |proj g|= 2.26241D-01
At iterate 1495 f= 4.24208D+01 |proj g|= 2.83949D-01
At iterate 1496 f= 4.24208D+01 |proj g|= 1.17687D-01
At iterate 1497 f= 4.24208D+01 |proj g|= 4.91168D-02
At iterate 1498 f= 4.24208D+01 |proj g|= 1.13049D-01
At iterate 1499 f= 4.24208D+01 |proj g|= 1.48525D-01
At iterate 1500 f= 4.24208D+01 |proj g|= 1.46563D-01
At iterate 1501 f= 4.24208D+01 |proj g|= 2.27813D-01
At iterate 1502 f= 4.24208D+01 |proj g|= 9.95187D-02
At iterate 1503 f= 4.24208D+01 |proj g|= 3.73572D-02
At iterate 1504 f= 4.24208D+01 |proj g|= 7.87830D-02
At iterate 1505 f= 4.24208D+01 |proj g|= 1.35627D-01
At iterate 1506 f= 4.24208D+01 |proj g|= 1.35599D-01
At iterate 1507 f= 4.24208D+01 |proj g|= 3.78500D-01
At iterate 1508 f= 4.24208D+01 |proj g|= 1.57119D-01
At iterate 1509 f= 4.24208D+01 |proj g|= 5.98843D-02
At iterate 1510 f= 4.24208D+01 |proj g|= 8.18425D-02
At iterate 1511 f= 4.24207D+01 |proj g|= 9.65978D-02
At iterate 1512 f= 4.24207D+01 |proj g|= 2.52814D-01
At iterate 1513 f= 4.24207D+01 |proj g|= 1.38169D-01
At iterate 1514 f= 4.24207D+01 |proj g|= 5.62388D-02
At iterate 1515 f= 4.24207D+01 |proj g|= 8.93046D-02
At iterate 1516 f= 4.24207D+01 |proj g|= 3.02537D-01
At iterate 1517 f= 4.24207D+01 |proj g|= 2.21898D-01
At iterate 1518 f= 4.24207D+01 |proj g|= 5.20054D-02
At iterate 1519 f= 4.24207D+01 |proj g|= 5.88494D-02
At iterate 1520 f= 4.24207D+01 |proj g|= 2.08344D-01
At iterate 1521 f= 4.24207D+01 |proj g|= 8.77176D-02
At iterate 1522 f= 4.24207D+01 |proj g|= 5.75495D-02
At iterate 1523 f= 4.24207D+01 |proj g|= 1.02033D-01
At iterate 1524 f= 4.24207D+01 |proj g|= 1.37024D-01
At iterate 1525 f= 4.24207D+01 |proj g|= 8.31494D-02
At iterate 1526 f= 4.24207D+01 |proj g|= 3.71529D-02
At iterate 1527 f= 4.24207D+01 |proj g|= 7.61825D-02
At iterate 1528 f= 4.24207D+01 |proj g|= 1.50549D-01
At iterate 1529 f= 4.24207D+01 |proj g|= 4.44512D-02
At iterate 1530 f= 4.24207D+01 |proj g|= 7.46584D-02
At iterate 1531 f= 4.24207D+01 |proj g|= 2.04001D-01
At iterate 1532 f= 4.24207D+01 |proj g|= 7.48317D-02
At iterate 1533 f= 4.24207D+01 |proj g|= 6.17674D-02
At iterate 1534 f= 4.24207D+01 |proj g|= 9.40001D-02
At iterate 1535 f= 4.24207D+01 |proj g|= 1.52686D-01
At iterate 1536 f= 4.24206D+01 |proj g|= 1.89331D-01
At iterate 1537 f= 4.24206D+01 |proj g|= 2.65765D-01
At iterate 1538 f= 4.24206D+01 |proj g|= 5.67287D-02
At iterate 1539 f= 4.24206D+01 |proj g|= 2.51569D-02
At iterate 1540 f= 4.24206D+01 |proj g|= 4.56067D-02
At iterate 1541 f= 4.24206D+01 |proj g|= 7.21810D-02
At iterate 1542 f= 4.24206D+01 |proj g|= 9.35804D-02
At iterate 1543 f= 4.24206D+01 |proj g|= 2.08970D-01
At iterate 1544 f= 4.24206D+01 |proj g|= 1.05645D-01
At iterate 1545 f= 4.24206D+01 |proj g|= 4.63644D-02
At iterate 1546 f= 4.24206D+01 |proj g|= 9.39180D-02
At iterate 1547 f= 4.24206D+01 |proj g|= 6.13103D-02
At iterate 1548 f= 4.24206D+01 |proj g|= 1.01589D-01
At iterate 1549 f= 4.24206D+01 |proj g|= 2.60478D-01
At iterate 1550 f= 4.24206D+01 |proj g|= 1.21763D-01
At iterate 1551 f= 4.24206D+01 |proj g|= 3.29254D-02
At iterate 1552 f= 4.24206D+01 |proj g|= 2.37867D-02
At iterate 1553 f= 4.24206D+01 |proj g|= 1.08297D-01
At iterate 1554 f= 4.24206D+01 |proj g|= 1.04455D-01
At iterate 1555 f= 4.24206D+01 |proj g|= 7.85566D-02
At iterate 1556 f= 4.24206D+01 |proj g|= 1.51423D-01
At iterate 1557 f= 4.24206D+01 |proj g|= 7.14221D-02
At iterate 1558 f= 4.24206D+01 |proj g|= 5.24851D-02
At iterate 1559 f= 4.24206D+01 |proj g|= 1.01801D-01
At iterate 1560 f= 4.24206D+01 |proj g|= 1.24876D-01
At iterate 1561 f= 4.24206D+01 |proj g|= 2.45578D-01
At iterate 1562 f= 4.24206D+01 |proj g|= 1.55510D-01
At iterate 1563 f= 4.24206D+01 |proj g|= 5.79718D-02
At iterate 1564 f= 4.24206D+01 |proj g|= 9.30066D-02
At iterate 1565 f= 4.24206D+01 |proj g|= 5.58536D-02
At iterate 1566 f= 4.24206D+01 |proj g|= 7.10511D-02
At iterate 1567 f= 4.24206D+01 |proj g|= 1.24147D-01
At iterate 1568 f= 4.24205D+01 |proj g|= 6.35190D-02
At iterate 1569 f= 4.24205D+01 |proj g|= 5.34324D-02
At iterate 1570 f= 4.24205D+01 |proj g|= 7.52978D-02
At iterate 1571 f= 4.24205D+01 |proj g|= 6.62279D-02
At iterate 1572 f= 4.24205D+01 |proj g|= 1.01401D-01
At iterate 1573 f= 4.24205D+01 |proj g|= 1.38712D-01
At iterate 1574 f= 4.24205D+01 |proj g|= 6.53962D-02
At iterate 1575 f= 4.24205D+01 |proj g|= 4.35840D-02
At iterate 1576 f= 4.24205D+01 |proj g|= 6.75436D-02
At iterate 1577 f= 4.24205D+01 |proj g|= 9.60421D-02
At iterate 1578 f= 4.24205D+01 |proj g|= 1.20133D-01
At iterate 1579 f= 4.24205D+01 |proj g|= 5.12177D-02
At iterate 1580 f= 4.24205D+01 |proj g|= 1.82103D-02
At iterate 1581 f= 4.24205D+01 |proj g|= 5.24295D-02
At iterate 1582 f= 4.24205D+01 |proj g|= 8.60803D-02
At iterate 1583 f= 4.24205D+01 |proj g|= 7.99264D-02
At iterate 1584 f= 4.24205D+01 |proj g|= 1.13139D-01
At iterate 1585 f= 4.24205D+01 |proj g|= 3.36018D-02
At iterate 1586 f= 4.24205D+01 |proj g|= 7.47509D-02
At iterate 1587 f= 4.24205D+01 |proj g|= 9.85313D-02
At iterate 1588 f= 4.24205D+01 |proj g|= 1.32925D-01
At iterate 1589 f= 4.24205D+01 |proj g|= 9.14561D-02
At iterate 1590 f= 4.24205D+01 |proj g|= 3.84916D-02
At iterate 1591 f= 4.24205D+01 |proj g|= 8.26576D-02
At iterate 1592 f= 4.24205D+01 |proj g|= 1.09117D-01
At iterate 1593 f= 4.24205D+01 |proj g|= 1.08673D-01
At iterate 1594 f= 4.24205D+01 |proj g|= 8.54706D-02
At iterate 1595 f= 4.24205D+01 |proj g|= 1.29749D-01
At iterate 1596 f= 4.24205D+01 |proj g|= 3.79509D-02
At iterate 1597 f= 4.24205D+01 |proj g|= 4.65593D-02
At iterate 1598 f= 4.24205D+01 |proj g|= 8.95985D-02
At iterate 1599 f= 4.24205D+01 |proj g|= 8.64747D-02
At iterate 1600 f= 4.24205D+01 |proj g|= 1.40746D-01
At iterate 1601 f= 4.24205D+01 |proj g|= 6.79541D-02
At iterate 1602 f= 4.24205D+01 |proj g|= 2.50664D-02
At iterate 1603 f= 4.24205D+01 |proj g|= 5.86345D-02
At iterate 1604 f= 4.24205D+01 |proj g|= 9.41303D-02
At iterate 1605 f= 4.24205D+01 |proj g|= 1.02557D-01
At iterate 1606 f= 4.24205D+01 |proj g|= 1.66568D-01
At iterate 1607 f= 4.24205D+01 |proj g|= 7.27916D-02
At iterate 1608 f= 4.24205D+01 |proj g|= 2.01946D-02
At iterate 1609 f= 4.24205D+01 |proj g|= 4.51649D-02
At iterate 1610 f= 4.24205D+01 |proj g|= 8.31175D-02
At iterate 1611 f= 4.24205D+01 |proj g|= 2.80228D-02
At iterate 1612 f= 4.24205D+01 |proj g|= 1.37775D-01
At iterate 1613 f= 4.24205D+01 |proj g|= 9.60192D-02
At iterate 1614 f= 4.24205D+01 |proj g|= 3.73726D-02
At iterate 1615 f= 4.24205D+01 |proj g|= 5.06115D-02
At iterate 1616 f= 4.24205D+01 |proj g|= 5.51229D-02
At iterate 1617 f= 4.24205D+01 |proj g|= 6.32865D-02
At iterate 1618 f= 4.24205D+01 |proj g|= 3.91072D-02
At iterate 1619 f= 4.24205D+01 |proj g|= 8.44168D-02
At iterate 1620 f= 4.24205D+01 |proj g|= 3.52294D-02
At iterate 1621 f= 4.24205D+01 |proj g|= 5.13100D-02
At iterate 1622 f= 4.24205D+01 |proj g|= 5.96281D-02
At iterate 1623 f= 4.24205D+01 |proj g|= 1.41897D-01
At iterate 1624 f= 4.24205D+01 |proj g|= 2.54456D-02
At iterate 1625 f= 4.24205D+01 |proj g|= 1.95832D-02
At iterate 1626 f= 4.24205D+01 |proj g|= 4.93989D-02
At iterate 1627 f= 4.24205D+01 |proj g|= 6.89153D-02
At iterate 1628 f= 4.24205D+01 |proj g|= 5.37842D-02
At iterate 1629 f= 4.24205D+01 |proj g|= 4.50864D-02
At iterate 1630 f= 4.24205D+01 |proj g|= 9.23553D-02
At iterate 1631 f= 4.24205D+01 |proj g|= 3.60161D-02
At iterate 1632 f= 4.24205D+01 |proj g|= 4.24901D-02
At iterate 1633 f= 4.24205D+01 |proj g|= 4.19834D-02
At iterate 1634 f= 4.24205D+01 |proj g|= 3.99449D-02
At iterate 1635 f= 4.24205D+01 |proj g|= 6.17213D-02
At iterate 1636 f= 4.24205D+01 |proj g|= 7.83772D-02
At iterate 1637 f= 4.24205D+01 |proj g|= 2.73350D-02
At iterate 1638 f= 4.24205D+01 |proj g|= 1.22004D-02
At iterate 1639 f= 4.24205D+01 |proj g|= 2.05640D-02
At iterate 1640 f= 4.24205D+01 |proj g|= 9.94448D-02
At iterate 1641 f= 4.24204D+01 |proj g|= 6.22657D-02
At iterate 1642 f= 4.24204D+01 |proj g|= 3.02986D-02
At iterate 1643 f= 4.24204D+01 |proj g|= 2.49677D-02
At iterate 1644 f= 4.24204D+01 |proj g|= 7.47968D-02
At iterate 1645 f= 4.24204D+01 |proj g|= 5.01766D-02
At iterate 1646 f= 4.24204D+01 |proj g|= 2.61546D-02
At iterate 1647 f= 4.24204D+01 |proj g|= 2.82899D-02
At iterate 1648 f= 4.24204D+01 |proj g|= 5.27957D-02
At iterate 1649 f= 4.24204D+01 |proj g|= 4.53672D-02
At iterate 1650 f= 4.24204D+01 |proj g|= 2.15126D-02
At iterate 1651 f= 4.24204D+01 |proj g|= 4.87035D-02
At iterate 1652 f= 4.24204D+01 |proj g|= 3.42708D-02
At iterate 1653 f= 4.24204D+01 |proj g|= 2.74826D-02
At iterate 1654 f= 4.24204D+01 |proj g|= 3.36544D-02
At iterate 1655 f= 4.24204D+01 |proj g|= 6.07938D-02
At iterate 1656 f= 4.24204D+01 |proj g|= 3.29195D-02
At iterate 1657 f= 4.24204D+01 |proj g|= 3.27308D-02
At iterate 1658 f= 4.24204D+01 |proj g|= 5.72095D-02
At iterate 1659 f= 4.24204D+01 |proj g|= 5.81308D-02
At iterate 1660 f= 4.24204D+01 |proj g|= 7.17084D-02
At iterate 1661 f= 4.24204D+01 |proj g|= 1.38542D-01
At iterate 1662 f= 4.24204D+01 |proj g|= 3.14785D-02
At iterate 1663 f= 4.24204D+01 |proj g|= 1.83790D-02
At iterate 1664 f= 4.24204D+01 |proj g|= 3.37459D-02
At iterate 1665 f= 4.24204D+01 |proj g|= 4.99980D-02
At iterate 1666 f= 4.24204D+01 |proj g|= 2.04931D-02
At iterate 1667 f= 4.24204D+01 |proj g|= 2.98779D-02
At iterate 1668 f= 4.24204D+01 |proj g|= 2.28808D-02
At iterate 1669 f= 4.24204D+01 |proj g|= 7.30786D-02
At iterate 1670 f= 4.24204D+01 |proj g|= 2.21122D-02
At iterate 1671 f= 4.24204D+01 |proj g|= 1.33352D-02
At iterate 1672 f= 4.24204D+01 |proj g|= 2.14709D-02
At iterate 1673 f= 4.24204D+01 |proj g|= 1.55911D-02
At iterate 1674 f= 4.24204D+01 |proj g|= 5.01699D-02
At iterate 1675 f= 4.24204D+01 |proj g|= 3.06024D-02
At iterate 1676 f= 4.24204D+01 |proj g|= 2.41890D-02
At iterate 1677 f= 4.24204D+01 |proj g|= 2.67488D-02
At iterate 1678 f= 4.24204D+01 |proj g|= 5.03905D-02
At iterate 1679 f= 4.24204D+01 |proj g|= 1.63175D-02
At iterate 1680 f= 4.24204D+01 |proj g|= 9.00466D-03
At iterate 1681 f= 4.24204D+01 |proj g|= 3.14672D-02
At iterate 1682 f= 4.24204D+01 |proj g|= 3.03475D-02
At iterate 1683 f= 4.24204D+01 |proj g|= 2.07427D-02
At iterate 1684 f= 4.24204D+01 |proj g|= 1.36358D-02
At iterate 1685 f= 4.24204D+01 |proj g|= 3.03395D-02
At iterate 1686 f= 4.24204D+01 |proj g|= 4.23182D-02
At iterate 1687 f= 4.24204D+01 |proj g|= 2.10287D-02
At iterate 1688 f= 4.24204D+01 |proj g|= 1.41812D-02
At iterate 1689 f= 4.24204D+01 |proj g|= 1.59669D-02
At iterate 1690 f= 4.24204D+01 |proj g|= 3.26760D-02
At iterate 1691 f= 4.24204D+01 |proj g|= 7.42379D-02
At iterate 1692 f= 4.24204D+01 |proj g|= 3.93727D-02
At iterate 1693 f= 4.24204D+01 |proj g|= 1.24062D-02
At iterate 1694 f= 4.24204D+01 |proj g|= 2.28102D-02
At iterate 1695 f= 4.24204D+01 |proj g|= 6.94605D-02
At iterate 1696 f= 4.24204D+01 |proj g|= 3.82651D-02
At iterate 1697 f= 4.24204D+01 |proj g|= 1.95758D-02
At iterate 1698 f= 4.24204D+01 |proj g|= 2.49635D-02
At iterate 1699 f= 4.24204D+01 |proj g|= 8.91272D-02
At iterate 1700 f= 4.24204D+01 |proj g|= 1.72094D-02
At iterate 1701 f= 4.24204D+01 |proj g|= 1.37426D-02
At iterate 1702 f= 4.24204D+01 |proj g|= 2.06804D-02
At iterate 1703 f= 4.24204D+01 |proj g|= 5.73920D-02
At iterate 1704 f= 4.24204D+01 |proj g|= 1.78884D-02
At iterate 1705 f= 4.24204D+01 |proj g|= 1.55910D-02
At iterate 1706 f= 4.24204D+01 |proj g|= 1.64579D-02
At iterate 1707 f= 4.24204D+01 |proj g|= 7.07393D-02
At iterate 1708 f= 4.24204D+01 |proj g|= 4.10270D-02
At iterate 1709 f= 4.24204D+01 |proj g|= 1.19310D-02
At iterate 1710 f= 4.24204D+01 |proj g|= 2.11774D-02
At iterate 1711 f= 4.24204D+01 |proj g|= 5.20143D-02
At iterate 1712 f= 4.24204D+01 |proj g|= 3.02186D-02
At iterate 1713 f= 4.24204D+01 |proj g|= 2.87456D-02
At iterate 1714 f= 4.24204D+01 |proj g|= 3.18167D-02
At iterate 1715 f= 4.24204D+01 |proj g|= 2.26028D-02
At iterate 1716 f= 4.24204D+01 |proj g|= 2.09365D-02
At iterate 1717 f= 4.24204D+01 |proj g|= 2.39509D-02
At iterate 1718 f= 4.24204D+01 |proj g|= 2.31543D-02
At iterate 1719 f= 4.24204D+01 |proj g|= 7.62075D-02
* * *
Tit = total number of iterations
Tnf = total number of function evaluations
Tnint = total number of segments explored during Cauchy searches
Skip = number of BFGS updates skipped
Nact = number of active bounds at final generalized Cauchy point
Projg = norm of the final projected gradient
F = final function value
* * *
N Tit Tnf Tnint Skip Nact Projg F
424 1719 1827 1 0 0 7.621D-02 4.242D+01
F = 42.420425734955053
CONVERGENCE: REL_REDUCTION_OF_F_<=_FACTR*EPSMCH
[9]:
print_summary(m)
| name | class | transform | prior | trainable | shape | dtype | value |
|---|---|---|---|---|---|---|---|
| SVGP.kernel.kernel.kernels[0].variance | Parameter | Softplus | True | () | float64 | 0.9268419066647947 | |
| SVGP.kernel.kernel.kernels[0].lengthscales | Parameter | Softplus | True | () | float64 | 0.7981210608508588 | |
| SVGP.kernel.kernel.kernels[1].variance | Parameter | Softplus | True | () | float64 | 1.2132228494762105 | |
| SVGP.likelihood.variance | Parameter | Softplus + Shift | True | () | float64 | 0.03966328635077289 | |
| SVGP.inducing_variable.inducing_variable.Z | Parameter | Identity | True | (15, 1) | float64 | [[-4.83973244... | |
| SVGP.q_mu | Parameter | Identity | True | (15, 3) | float64 | [[-0.90125972, 0.69870527, -1.47429538... | |
| SVGP.q_sqrt | Parameter | FillTriangular | True | (3, 15, 15) | float64 | [[[1.71253087e-02, 0.00000000e+00, 0.00000000e+00... |
[10]:
# Plot predictions and observations
plot_model(m)
[11]:
print_summary(m.kernel)
m.kernel.kernel.kernels[0].lengthscales
| name | class | transform | prior | trainable | shape | dtype | value |
|---|---|---|---|---|---|---|---|
| SharedIndependent.kernel.kernels[0].variance | Parameter | Softplus | True | () | float64 | 0.926842 | |
| SharedIndependent.kernel.kernels[0].lengthscales | Parameter | Softplus | True | () | float64 | 0.798121 | |
| SharedIndependent.kernel.kernels[1].variance | Parameter | Softplus | True | () | float64 | 1.21322 |
[11]:
<Parameter: name=softplus, dtype=float64, shape=[], fn="softplus", numpy=0.7981210608508588>
2. Separate independent MOK and shared independent inducing variables¶
Here we allow different hyperparameters for the priors of each output. We still share the inducing inputs between all outputs.
[12]:
# Create list of kernels for each output
kern_list = [gpf.kernels.SquaredExponential() + gpf.kernels.Linear() for _ in range(P)]
# Create multi-output kernel from kernel list
kernel = gpf.kernels.SeparateIndependent(kern_list)
# initialization of inducing input locations (M random points from the training inputs)
Z = Zinit.copy()
# create multi-output inducing variables from Z
iv = gpf.inducing_variables.SharedIndependentInducingVariables(
gpf.inducing_variables.InducingPoints(Z)
)
[13]:
# create SVGP model as usual and optimize
m = gpf.models.SVGP(kernel, gpf.likelihoods.Gaussian(), inducing_variable=iv, num_latent_gps=P)
[14]:
optimize_model_with_scipy(m)
WARNING:tensorflow:AutoGraph could not transform <function separate_independent_conditional_implementation at 0x7f5fccaa4e50> and will run it as-is.
Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
Cause: invalid value for "node": expected "ast.AST", got "<class 'NoneType'>"; to visit lists of nodes, use "visit_block" instead
To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
WARNING: AutoGraph could not transform <function separate_independent_conditional_implementation at 0x7f5fccaa4e50> and will run it as-is.
Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output.
Cause: invalid value for "node": expected "ast.AST", got "<class 'NoneType'>"; to visit lists of nodes, use "visit_block" instead
To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert
WARNING:tensorflow:From /home/jesper/src/GPflow/.venv/max310/lib/python3.10/site-packages/tensorflow/python/util/deprecation.py:616: calling map_fn_v2 (from tensorflow.python.ops.map_fn) with dtype is deprecated and will be removed in a future version.
Instructions for updating:
Use fn_output_signature instead
This problem is unconstrained.
RUNNING THE L-BFGS-B CODE
* * *
Machine precision = 2.220D-16
N = 430 M = 10
At X0 0 variables are exactly at the bounds
At iterate 0 f= 3.26251D+03 |proj g|= 1.79322D+03
At iterate 1 f= 1.42015D+03 |proj g|= 6.05642D+02
At iterate 2 f= 8.19715D+02 |proj g|= 3.33032D+02
At iterate 3 f= 5.14237D+02 |proj g|= 4.54683D+01
At iterate 4 f= 4.98740D+02 |proj g|= 2.71373D+01
At iterate 5 f= 4.92718D+02 |proj g|= 1.65071D+01
At iterate 6 f= 4.47862D+02 |proj g|= 5.66247D+01
At iterate 7 f= 4.12833D+02 |proj g|= 2.49963D+02
At iterate 8 f= 4.10017D+02 |proj g|= 1.03353D+02
At iterate 9 f= 4.00655D+02 |proj g|= 7.87041D+01
At iterate 10 f= 3.87640D+02 |proj g|= 5.53010D+01
At iterate 11 f= 3.80450D+02 |proj g|= 2.19475D+02
At iterate 12 f= 3.70241D+02 |proj g|= 5.67114D+01
At iterate 13 f= 3.63071D+02 |proj g|= 6.57205D+01
At iterate 14 f= 3.46877D+02 |proj g|= 6.12073D+01
At iterate 15 f= 3.15701D+02 |proj g|= 6.45384D+01
At iterate 16 f= 2.89637D+02 |proj g|= 1.02793D+02
At iterate 17 f= 2.84325D+02 |proj g|= 1.38789D+02
At iterate 18 f= 2.77377D+02 |proj g|= 3.58703D+01
At iterate 19 f= 2.72060D+02 |proj g|= 9.55527D+01
At iterate 20 f= 2.66976D+02 |proj g|= 4.51014D+01
At iterate 21 f= 2.59126D+02 |proj g|= 3.78925D+01
At iterate 22 f= 2.46886D+02 |proj g|= 7.07329D+01
At iterate 23 f= 2.44225D+02 |proj g|= 5.42401D+01
At iterate 24 f= 2.40441D+02 |proj g|= 4.44453D+01
At iterate 25 f= 2.32267D+02 |proj g|= 5.76783D+01
At iterate 26 f= 2.23114D+02 |proj g|= 5.74207D+01
At iterate 27 f= 2.20803D+02 |proj g|= 5.68103D+01
At iterate 28 f= 2.18129D+02 |proj g|= 1.75867D+01
At iterate 29 f= 2.17129D+02 |proj g|= 1.10078D+01
At iterate 30 f= 2.15709D+02 |proj g|= 3.46466D+01
At iterate 31 f= 2.13683D+02 |proj g|= 3.33195D+01
At iterate 32 f= 2.11621D+02 |proj g|= 3.62682D+01
At iterate 33 f= 2.09546D+02 |proj g|= 2.66871D+01
At iterate 34 f= 2.07475D+02 |proj g|= 1.71495D+01
At iterate 35 f= 2.06808D+02 |proj g|= 2.89135D+01
At iterate 36 f= 2.06015D+02 |proj g|= 1.76394D+01
At iterate 37 f= 2.04456D+02 |proj g|= 1.75927D+01
At iterate 38 f= 2.03535D+02 |proj g|= 8.25089D+01
At iterate 39 f= 2.01521D+02 |proj g|= 4.90468D+01
At iterate 40 f= 1.99887D+02 |proj g|= 1.98770D+01
At iterate 41 f= 1.99065D+02 |proj g|= 1.20509D+01
At iterate 42 f= 1.98599D+02 |proj g|= 6.92801D+01
At iterate 43 f= 1.97873D+02 |proj g|= 1.28447D+01
At iterate 44 f= 1.97723D+02 |proj g|= 1.24015D+01
At iterate 45 f= 1.96986D+02 |proj g|= 2.82414D+01
At iterate 46 f= 1.96041D+02 |proj g|= 4.43492D+01
At iterate 47 f= 1.95561D+02 |proj g|= 4.61780D+01
At iterate 48 f= 1.94636D+02 |proj g|= 2.06000D+01
At iterate 49 f= 1.94451D+02 |proj g|= 4.72009D+00
At iterate 50 f= 1.94337D+02 |proj g|= 7.19095D+00
At iterate 51 f= 1.94036D+02 |proj g|= 2.24786D+01
At iterate 52 f= 1.93531D+02 |proj g|= 3.30036D+01
At iterate 53 f= 1.93208D+02 |proj g|= 4.38811D+01
At iterate 54 f= 1.92636D+02 |proj g|= 1.73477D+01
At iterate 55 f= 1.92414D+02 |proj g|= 6.33252D+00
At iterate 56 f= 1.92259D+02 |proj g|= 9.57322D+00
At iterate 57 f= 1.92068D+02 |proj g|= 1.48437D+01
At iterate 58 f= 1.91647D+02 |proj g|= 2.12361D+01
At iterate 59 f= 1.91548D+02 |proj g|= 4.73299D+01
At iterate 60 f= 1.91016D+02 |proj g|= 1.19720D+01
At iterate 61 f= 1.90803D+02 |proj g|= 6.98198D+00
At iterate 62 f= 1.90641D+02 |proj g|= 9.37632D+00
At iterate 63 f= 1.90456D+02 |proj g|= 1.64882D+01
At iterate 64 f= 1.90245D+02 |proj g|= 1.72522D+01
At iterate 65 f= 1.90023D+02 |proj g|= 1.11861D+01
At iterate 66 f= 1.89812D+02 |proj g|= 1.23509D+01
At iterate 67 f= 1.89586D+02 |proj g|= 1.54591D+01
At iterate 68 f= 1.89363D+02 |proj g|= 5.01355D+00
At iterate 69 f= 1.89213D+02 |proj g|= 7.73227D+00
At iterate 70 f= 1.88974D+02 |proj g|= 1.71251D+01
At iterate 71 f= 1.88761D+02 |proj g|= 2.27575D+01
At iterate 72 f= 1.88546D+02 |proj g|= 9.32874D+00
At iterate 73 f= 1.88259D+02 |proj g|= 6.19181D+00
At iterate 74 f= 1.88119D+02 |proj g|= 7.61022D+00
At iterate 75 f= 1.87634D+02 |proj g|= 9.73753D+00
At iterate 76 f= 1.87427D+02 |proj g|= 1.90898D+01
At iterate 77 f= 1.87185D+02 |proj g|= 8.27920D+00
At iterate 78 f= 1.86969D+02 |proj g|= 7.03712D+00
At iterate 79 f= 1.86696D+02 |proj g|= 1.30166D+01
At iterate 80 f= 1.86155D+02 |proj g|= 1.23254D+01
At iterate 81 f= 1.85763D+02 |proj g|= 4.77717D+01
At iterate 82 f= 1.84965D+02 |proj g|= 1.32315D+01
At iterate 83 f= 1.84650D+02 |proj g|= 2.00357D+01
At iterate 84 f= 1.84362D+02 |proj g|= 1.26210D+01
At iterate 85 f= 1.83907D+02 |proj g|= 1.46708D+01
At iterate 86 f= 1.83418D+02 |proj g|= 3.26345D+01
At iterate 87 f= 1.82796D+02 |proj g|= 1.17872D+01
At iterate 88 f= 1.82401D+02 |proj g|= 1.03833D+01
At iterate 89 f= 1.81759D+02 |proj g|= 2.11623D+01
At iterate 90 f= 1.80872D+02 |proj g|= 2.95833D+01
At iterate 91 f= 1.79665D+02 |proj g|= 2.62429D+01
At iterate 92 f= 1.78775D+02 |proj g|= 3.59975D+01
At iterate 93 f= 1.78030D+02 |proj g|= 1.14936D+01
At iterate 94 f= 1.77202D+02 |proj g|= 1.17105D+01
At iterate 95 f= 1.75963D+02 |proj g|= 5.17616D+01
At iterate 96 f= 1.74214D+02 |proj g|= 4.68095D+01
At iterate 97 f= 1.72134D+02 |proj g|= 4.16322D+01
At iterate 98 f= 1.71005D+02 |proj g|= 6.93898D+01
At iterate 99 f= 1.69585D+02 |proj g|= 3.30088D+01
At iterate 100 f= 1.67946D+02 |proj g|= 2.48491D+01
At iterate 101 f= 1.64933D+02 |proj g|= 6.65955D+01
At iterate 102 f= 1.62471D+02 |proj g|= 5.10540D+01
At iterate 103 f= 1.59342D+02 |proj g|= 5.61009D+01
At iterate 104 f= 1.52071D+02 |proj g|= 3.95249D+01
At iterate 105 f= 1.50526D+02 |proj g|= 6.99428D+01
At iterate 106 f= 1.47849D+02 |proj g|= 3.13611D+01
At iterate 107 f= 1.45239D+02 |proj g|= 5.34712D+01
At iterate 108 f= 1.42421D+02 |proj g|= 7.09173D+01
At iterate 109 f= 1.38757D+02 |proj g|= 5.44942D+01
At iterate 110 f= 1.33308D+02 |proj g|= 8.25927D+01
At iterate 111 f= 1.31000D+02 |proj g|= 1.03004D+02
At iterate 112 f= 1.28616D+02 |proj g|= 4.36819D+01
At iterate 113 f= 1.24135D+02 |proj g|= 6.02068D+01
At iterate 114 f= 1.19780D+02 |proj g|= 5.88407D+01
At iterate 115 f= 1.16686D+02 |proj g|= 1.35980D+02
At iterate 116 f= 1.12879D+02 |proj g|= 3.16510D+01
At iterate 117 f= 1.11421D+02 |proj g|= 2.16142D+01
At iterate 118 f= 1.08821D+02 |proj g|= 6.39202D+01
At iterate 119 f= 1.06096D+02 |proj g|= 7.21645D+01
At iterate 120 f= 1.01791D+02 |proj g|= 9.47545D+01
At iterate 121 f= 9.81820D+01 |proj g|= 9.38137D+01
At iterate 122 f= 9.57475D+01 |proj g|= 4.26913D+01
At iterate 123 f= 9.39168D+01 |proj g|= 4.87946D+01
At iterate 124 f= 9.16743D+01 |proj g|= 9.86046D+01
At iterate 125 f= 8.86382D+01 |proj g|= 4.37099D+01
At iterate 126 f= 8.47971D+01 |proj g|= 8.72383D+01
At iterate 127 f= 8.37865D+01 |proj g|= 8.28754D+01
At iterate 128 f= 8.25878D+01 |proj g|= 5.54419D+01
At iterate 129 f= 8.01567D+01 |proj g|= 3.81570D+01
At iterate 130 f= 7.84182D+01 |proj g|= 9.14094D+01
At iterate 131 f= 7.68698D+01 |proj g|= 4.26804D+01
At iterate 132 f= 7.49681D+01 |proj g|= 3.69115D+01
At iterate 133 f= 7.27661D+01 |proj g|= 7.03457D+01
At iterate 134 f= 7.15934D+01 |proj g|= 1.30795D+02
At iterate 135 f= 6.97508D+01 |proj g|= 5.08967D+01
At iterate 136 f= 6.91615D+01 |proj g|= 2.15039D+01
At iterate 137 f= 6.85629D+01 |proj g|= 2.59897D+01
At iterate 138 f= 6.72379D+01 |proj g|= 1.45735D+02
At iterate 139 f= 6.65414D+01 |proj g|= 7.79385D+01
At iterate 140 f= 6.59533D+01 |proj g|= 1.81947D+01
At iterate 141 f= 6.56542D+01 |proj g|= 1.97465D+01
At iterate 142 f= 6.50506D+01 |proj g|= 3.02380D+01
At iterate 143 f= 6.40387D+01 |proj g|= 8.29820D+01
At iterate 144 f= 6.32677D+01 |proj g|= 6.31566D+01
At iterate 145 f= 6.25873D+01 |proj g|= 2.17259D+01
At iterate 146 f= 6.20107D+01 |proj g|= 2.58711D+01
At iterate 147 f= 6.13865D+01 |proj g|= 3.54377D+01
At iterate 148 f= 6.04167D+01 |proj g|= 9.59231D+01
At iterate 149 f= 6.00060D+01 |proj g|= 8.82889D+01
At iterate 150 f= 5.96296D+01 |proj g|= 1.40197D+01
At iterate 151 f= 5.94998D+01 |proj g|= 1.69332D+01
At iterate 152 f= 5.93064D+01 |proj g|= 3.06904D+01
At iterate 153 f= 5.88434D+01 |proj g|= 3.30847D+01
At iterate 154 f= 5.84164D+01 |proj g|= 4.36401D+01
At iterate 155 f= 5.79921D+01 |proj g|= 3.87231D+01
At iterate 156 f= 5.77351D+01 |proj g|= 2.47650D+01
At iterate 157 f= 5.75845D+01 |proj g|= 2.18605D+01
At iterate 158 f= 5.73126D+01 |proj g|= 2.14844D+01
At iterate 159 f= 5.67980D+01 |proj g|= 2.69026D+01
At iterate 160 f= 5.66345D+01 |proj g|= 6.91056D+01
At iterate 161 f= 5.63039D+01 |proj g|= 2.62702D+01
At iterate 162 f= 5.60659D+01 |proj g|= 1.54262D+01
At iterate 163 f= 5.58656D+01 |proj g|= 2.17820D+01
At iterate 164 f= 5.55690D+01 |proj g|= 2.70671D+01
At iterate 165 f= 5.52975D+01 |proj g|= 3.85946D+01
At iterate 166 f= 5.50800D+01 |proj g|= 1.65147D+01
At iterate 167 f= 5.49437D+01 |proj g|= 1.03057D+01
At iterate 168 f= 5.48112D+01 |proj g|= 3.33305D+01
At iterate 169 f= 5.46169D+01 |proj g|= 1.93810D+01
At iterate 170 f= 5.44040D+01 |proj g|= 1.00465D+01
At iterate 171 f= 5.42020D+01 |proj g|= 1.89353D+01
At iterate 172 f= 5.39701D+01 |proj g|= 4.67815D+01
At iterate 173 f= 5.37312D+01 |proj g|= 2.47755D+01
At iterate 174 f= 5.34236D+01 |proj g|= 1.72087D+01
At iterate 175 f= 5.33730D+01 |proj g|= 4.77258D+01
At iterate 176 f= 5.32762D+01 |proj g|= 2.38008D+01
At iterate 177 f= 5.30865D+01 |proj g|= 1.33634D+01
At iterate 178 f= 5.28700D+01 |proj g|= 3.79359D+01
At iterate 179 f= 5.26676D+01 |proj g|= 2.99349D+01
At iterate 180 f= 5.25940D+01 |proj g|= 4.54618D+01
At iterate 181 f= 5.24486D+01 |proj g|= 1.74050D+01
At iterate 182 f= 5.23041D+01 |proj g|= 7.79288D+00
At iterate 183 f= 5.21748D+01 |proj g|= 2.93295D+01
At iterate 184 f= 5.20784D+01 |proj g|= 4.87195D+01
At iterate 185 f= 5.19487D+01 |proj g|= 1.26887D+01
At iterate 186 f= 5.18150D+01 |proj g|= 1.52986D+01
At iterate 187 f= 5.16484D+01 |proj g|= 2.55441D+01
At iterate 188 f= 5.14248D+01 |proj g|= 1.69061D+01
At iterate 189 f= 5.13056D+01 |proj g|= 3.93783D+01
At iterate 190 f= 5.11453D+01 |proj g|= 1.27011D+01
At iterate 191 f= 5.10070D+01 |proj g|= 1.96413D+01
At iterate 192 f= 5.09140D+01 |proj g|= 2.51599D+01
At iterate 193 f= 5.07145D+01 |proj g|= 3.40870D+01
At iterate 194 f= 5.06353D+01 |proj g|= 2.12389D+01
At iterate 195 f= 5.05542D+01 |proj g|= 5.86879D+00
At iterate 196 f= 5.04960D+01 |proj g|= 1.13387D+01
At iterate 197 f= 5.04005D+01 |proj g|= 3.59045D+01
At iterate 198 f= 5.02642D+01 |proj g|= 2.28434D+01
At iterate 199 f= 5.01340D+01 |proj g|= 3.13551D+01
At iterate 200 f= 5.00496D+01 |proj g|= 9.81588D+00
At iterate 201 f= 5.00028D+01 |proj g|= 7.80737D+00
At iterate 202 f= 4.99316D+01 |proj g|= 1.60628D+01
At iterate 203 f= 4.98379D+01 |proj g|= 1.97597D+01
At iterate 204 f= 4.97369D+01 |proj g|= 1.53105D+01
At iterate 205 f= 4.96584D+01 |proj g|= 1.17274D+01
At iterate 206 f= 4.95826D+01 |proj g|= 1.62480D+01
At iterate 207 f= 4.95261D+01 |proj g|= 1.08134D+01
At iterate 208 f= 4.94322D+01 |proj g|= 9.03520D+00
At iterate 209 f= 4.93380D+01 |proj g|= 1.75977D+01
At iterate 210 f= 4.92407D+01 |proj g|= 2.89678D+01
At iterate 211 f= 4.91731D+01 |proj g|= 8.10671D+00
At iterate 212 f= 4.91165D+01 |proj g|= 8.71520D+00
At iterate 213 f= 4.90254D+01 |proj g|= 1.53211D+01
At iterate 214 f= 4.88901D+01 |proj g|= 2.66796D+01
At iterate 215 f= 4.88061D+01 |proj g|= 2.29201D+01
At iterate 216 f= 4.87310D+01 |proj g|= 6.07815D+00
At iterate 217 f= 4.86891D+01 |proj g|= 9.12958D+00
At iterate 218 f= 4.86326D+01 |proj g|= 1.38842D+01
At iterate 219 f= 4.85485D+01 |proj g|= 3.73281D+01
At iterate 220 f= 4.84382D+01 |proj g|= 1.16344D+01
At iterate 221 f= 4.83961D+01 |proj g|= 7.45244D+00
At iterate 222 f= 4.83374D+01 |proj g|= 6.98115D+00
At iterate 223 f= 4.82566D+01 |proj g|= 1.96972D+01
At iterate 224 f= 4.81850D+01 |proj g|= 4.04925D+01
At iterate 225 f= 4.81189D+01 |proj g|= 7.77247D+00
At iterate 226 f= 4.80883D+01 |proj g|= 8.22213D+00
At iterate 227 f= 4.80616D+01 |proj g|= 5.98287D+00
At iterate 228 f= 4.80188D+01 |proj g|= 2.87863D+01
At iterate 229 f= 4.79499D+01 |proj g|= 1.57206D+01
At iterate 230 f= 4.78629D+01 |proj g|= 6.19310D+00
At iterate 231 f= 4.78111D+01 |proj g|= 9.37184D+00
At iterate 232 f= 4.77591D+01 |proj g|= 2.22669D+01
At iterate 233 f= 4.76897D+01 |proj g|= 1.01915D+01
At iterate 234 f= 4.76472D+01 |proj g|= 8.14079D+00
At iterate 235 f= 4.75949D+01 |proj g|= 1.73316D+01
At iterate 236 f= 4.75515D+01 |proj g|= 9.59628D+00
At iterate 237 f= 4.75076D+01 |proj g|= 8.18008D+00
At iterate 238 f= 4.73731D+01 |proj g|= 2.44896D+01
At iterate 239 f= 4.72843D+01 |proj g|= 9.47099D+00
At iterate 240 f= 4.72376D+01 |proj g|= 1.16963D+01
At iterate 241 f= 4.72022D+01 |proj g|= 8.38990D+00
At iterate 242 f= 4.71654D+01 |proj g|= 1.00963D+01
At iterate 243 f= 4.71233D+01 |proj g|= 1.68745D+01
At iterate 244 f= 4.70590D+01 |proj g|= 1.05457D+01
At iterate 245 f= 4.69580D+01 |proj g|= 8.11192D+00
At iterate 246 f= 4.68606D+01 |proj g|= 1.15958D+01
At iterate 247 f= 4.68443D+01 |proj g|= 3.08951D+01
At iterate 248 f= 4.67733D+01 |proj g|= 6.04934D+00
At iterate 249 f= 4.67464D+01 |proj g|= 5.21438D+00
At iterate 250 f= 4.66907D+01 |proj g|= 1.37279D+01
At iterate 251 f= 4.66632D+01 |proj g|= 2.96333D+01
At iterate 252 f= 4.66130D+01 |proj g|= 8.91991D+00
At iterate 253 f= 4.65883D+01 |proj g|= 3.41804D+00
At iterate 254 f= 4.65620D+01 |proj g|= 5.12067D+00
At iterate 255 f= 4.65183D+01 |proj g|= 8.54817D+00
At iterate 256 f= 4.64934D+01 |proj g|= 2.59227D+01
At iterate 257 f= 4.64306D+01 |proj g|= 9.97757D+00
At iterate 258 f= 4.63659D+01 |proj g|= 8.93765D+00
At iterate 259 f= 4.62898D+01 |proj g|= 9.06131D+00
At iterate 260 f= 4.62608D+01 |proj g|= 1.19264D+01
At iterate 261 f= 4.62218D+01 |proj g|= 5.21834D+00
At iterate 262 f= 4.61878D+01 |proj g|= 4.87475D+00
At iterate 263 f= 4.61491D+01 |proj g|= 2.33125D+01
At iterate 264 f= 4.61039D+01 |proj g|= 1.18258D+01
At iterate 265 f= 4.60496D+01 |proj g|= 8.47226D+00
At iterate 266 f= 4.60046D+01 |proj g|= 2.38041D+01
At iterate 267 f= 4.59514D+01 |proj g|= 4.63539D+00
At iterate 268 f= 4.59229D+01 |proj g|= 6.22471D+00
At iterate 269 f= 4.58567D+01 |proj g|= 1.51067D+01
At iterate 270 f= 4.58266D+01 |proj g|= 2.38416D+01
At iterate 271 f= 4.57690D+01 |proj g|= 1.59226D+01
At iterate 272 f= 4.56913D+01 |proj g|= 7.60574D+00
At iterate 273 f= 4.56230D+01 |proj g|= 8.85249D+00
At iterate 274 f= 4.55881D+01 |proj g|= 2.02792D+01
At iterate 275 f= 4.55443D+01 |proj g|= 7.77155D+00
At iterate 276 f= 4.55083D+01 |proj g|= 6.67827D+00
At iterate 277 f= 4.54576D+01 |proj g|= 1.95022D+01
At iterate 278 f= 4.53861D+01 |proj g|= 1.73420D+01
At iterate 279 f= 4.53379D+01 |proj g|= 3.19993D+01
At iterate 280 f= 4.52888D+01 |proj g|= 5.82693D+00
At iterate 281 f= 4.52636D+01 |proj g|= 7.05702D+00
At iterate 282 f= 4.52384D+01 |proj g|= 9.84365D+00
At iterate 283 f= 4.52248D+01 |proj g|= 1.65767D+01
At iterate 284 f= 4.51998D+01 |proj g|= 8.67937D+00
At iterate 285 f= 4.51595D+01 |proj g|= 4.56483D+00
At iterate 286 f= 4.51232D+01 |proj g|= 1.46689D+01
At iterate 287 f= 4.50769D+01 |proj g|= 1.80305D+01
At iterate 288 f= 4.50433D+01 |proj g|= 3.15240D+01
At iterate 289 f= 4.49845D+01 |proj g|= 1.66519D+01
At iterate 290 f= 4.49435D+01 |proj g|= 6.41390D+00
At iterate 291 f= 4.49270D+01 |proj g|= 1.60729D+01
At iterate 292 f= 4.49110D+01 |proj g|= 1.31793D+01
At iterate 293 f= 4.48722D+01 |proj g|= 2.26728D+01
At iterate 294 f= 4.48309D+01 |proj g|= 7.83736D+00
At iterate 295 f= 4.48088D+01 |proj g|= 8.31505D+00
At iterate 296 f= 4.47818D+01 |proj g|= 1.03657D+01
At iterate 297 f= 4.47728D+01 |proj g|= 4.00963D+01
At iterate 298 f= 4.47351D+01 |proj g|= 1.42292D+01
At iterate 299 f= 4.47073D+01 |proj g|= 2.59739D+00
At iterate 300 f= 4.46850D+01 |proj g|= 8.68023D+00
At iterate 301 f= 4.46624D+01 |proj g|= 6.54008D+00
At iterate 302 f= 4.46330D+01 |proj g|= 1.16886D+01
At iterate 303 f= 4.45936D+01 |proj g|= 9.76639D+00
At iterate 304 f= 4.45625D+01 |proj g|= 1.12711D+01
At iterate 305 f= 4.45565D+01 |proj g|= 4.72904D+01
At iterate 306 f= 4.45039D+01 |proj g|= 4.76106D+00
At iterate 307 f= 4.44917D+01 |proj g|= 3.46625D+00
At iterate 308 f= 4.44580D+01 |proj g|= 1.25121D+01
At iterate 309 f= 4.44300D+01 |proj g|= 9.13460D+00
At iterate 310 f= 4.44078D+01 |proj g|= 2.41202D+01
At iterate 311 f= 4.43701D+01 |proj g|= 5.57616D+00
At iterate 312 f= 4.43350D+01 |proj g|= 8.38342D+00
At iterate 313 f= 4.43045D+01 |proj g|= 1.24141D+01
At iterate 314 f= 4.42730D+01 |proj g|= 2.53552D+01
At iterate 315 f= 4.42337D+01 |proj g|= 4.25829D+00
At iterate 316 f= 4.42173D+01 |proj g|= 4.51509D+00
At iterate 317 f= 4.41986D+01 |proj g|= 7.31540D+00
At iterate 318 f= 4.41830D+01 |proj g|= 2.56313D+01
At iterate 319 f= 4.41469D+01 |proj g|= 8.39997D+00
At iterate 320 f= 4.41132D+01 |proj g|= 5.27982D+00
At iterate 321 f= 4.40885D+01 |proj g|= 9.60512D+00
At iterate 322 f= 4.40778D+01 |proj g|= 1.19400D+01
At iterate 323 f= 4.40640D+01 |proj g|= 7.23414D+00
At iterate 324 f= 4.40345D+01 |proj g|= 8.06449D+00
At iterate 325 f= 4.40035D+01 |proj g|= 1.23889D+01
At iterate 326 f= 4.39955D+01 |proj g|= 3.10703D+01
At iterate 327 f= 4.39650D+01 |proj g|= 5.69947D+00
At iterate 328 f= 4.39581D+01 |proj g|= 4.97393D+00
At iterate 329 f= 4.39471D+01 |proj g|= 6.75033D+00
At iterate 330 f= 4.39274D+01 |proj g|= 1.02229D+01
At iterate 331 f= 4.38964D+01 |proj g|= 9.39154D+00
At iterate 332 f= 4.38746D+01 |proj g|= 1.14960D+01
At iterate 333 f= 4.38489D+01 |proj g|= 5.77492D+00
At iterate 334 f= 4.38248D+01 |proj g|= 1.75617D+01
At iterate 335 f= 4.38007D+01 |proj g|= 1.24913D+01
At iterate 336 f= 4.37734D+01 |proj g|= 9.34780D+00
At iterate 337 f= 4.37279D+01 |proj g|= 5.12707D+00
At iterate 338 f= 4.37109D+01 |proj g|= 2.76023D+01
At iterate 339 f= 4.36860D+01 |proj g|= 7.13344D+00
At iterate 340 f= 4.36660D+01 |proj g|= 6.86004D+00
At iterate 341 f= 4.36492D+01 |proj g|= 1.07871D+01
At iterate 342 f= 4.36174D+01 |proj g|= 1.10138D+01
At iterate 343 f= 4.36085D+01 |proj g|= 2.54582D+01
At iterate 344 f= 4.35552D+01 |proj g|= 7.38605D+00
At iterate 345 f= 4.35371D+01 |proj g|= 2.51386D+00
At iterate 346 f= 4.35194D+01 |proj g|= 5.31011D+00
At iterate 347 f= 4.35084D+01 |proj g|= 2.94378D+01
At iterate 348 f= 4.34838D+01 |proj g|= 7.91466D+00
At iterate 349 f= 4.34595D+01 |proj g|= 5.29746D+00
At iterate 350 f= 4.34351D+01 |proj g|= 9.51719D+00
At iterate 351 f= 4.34033D+01 |proj g|= 1.09292D+01
At iterate 352 f= 4.33854D+01 |proj g|= 2.96381D+01
At iterate 353 f= 4.33417D+01 |proj g|= 6.23011D+00
At iterate 354 f= 4.33220D+01 |proj g|= 1.00031D+01
At iterate 355 f= 4.32952D+01 |proj g|= 8.84038D+00
At iterate 356 f= 4.32800D+01 |proj g|= 2.53306D+01
At iterate 357 f= 4.32389D+01 |proj g|= 7.43998D+00
At iterate 358 f= 4.32017D+01 |proj g|= 7.44273D+00
At iterate 359 f= 4.31618D+01 |proj g|= 1.03213D+01
At iterate 360 f= 4.31440D+01 |proj g|= 2.32604D+01
At iterate 361 f= 4.31120D+01 |proj g|= 9.37323D+00
At iterate 362 f= 4.30812D+01 |proj g|= 4.37054D+00
At iterate 363 f= 4.30445D+01 |proj g|= 9.15806D+00
At iterate 364 f= 4.30046D+01 |proj g|= 1.44155D+01
At iterate 365 f= 4.29666D+01 |proj g|= 1.57672D+01
At iterate 366 f= 4.29348D+01 |proj g|= 7.16451D+00
At iterate 367 f= 4.29065D+01 |proj g|= 1.02171D+01
At iterate 368 f= 4.28816D+01 |proj g|= 8.86304D+00
At iterate 369 f= 4.28446D+01 |proj g|= 7.92777D+00
At iterate 370 f= 4.27974D+01 |proj g|= 8.94901D+00
At iterate 371 f= 4.27488D+01 |proj g|= 1.10105D+01
At iterate 372 f= 4.27217D+01 |proj g|= 4.66359D+01
At iterate 373 f= 4.26708D+01 |proj g|= 8.24792D+00
At iterate 374 f= 4.26572D+01 |proj g|= 4.80116D+00
At iterate 375 f= 4.26127D+01 |proj g|= 8.42504D+00
At iterate 376 f= 4.25707D+01 |proj g|= 1.36756D+01
At iterate 377 f= 4.25419D+01 |proj g|= 2.97789D+01
At iterate 378 f= 4.25050D+01 |proj g|= 8.03620D+00
At iterate 379 f= 4.24799D+01 |proj g|= 1.00234D+01
At iterate 380 f= 4.24542D+01 |proj g|= 9.17253D+00
At iterate 381 f= 4.24160D+01 |proj g|= 9.15109D+00
At iterate 382 f= 4.24063D+01 |proj g|= 3.82592D+01
At iterate 383 f= 4.23256D+01 |proj g|= 7.72121D+00
At iterate 384 f= 4.22960D+01 |proj g|= 5.13721D+00
At iterate 385 f= 4.22665D+01 |proj g|= 8.25569D+00
At iterate 386 f= 4.22523D+01 |proj g|= 1.77441D+01
At iterate 387 f= 4.22302D+01 |proj g|= 9.80748D+00
At iterate 388 f= 4.21917D+01 |proj g|= 4.02098D+00
At iterate 389 f= 4.21663D+01 |proj g|= 6.76832D+00
At iterate 390 f= 4.21508D+01 |proj g|= 2.71344D+01
At iterate 391 f= 4.21121D+01 |proj g|= 1.20079D+01
At iterate 392 f= 4.20802D+01 |proj g|= 1.10658D+01
At iterate 393 f= 4.20394D+01 |proj g|= 1.28822D+01
At iterate 394 f= 4.20053D+01 |proj g|= 1.08154D+01
At iterate 395 f= 4.19884D+01 |proj g|= 2.04318D+01
At iterate 396 f= 4.19475D+01 |proj g|= 6.93845D+00
At iterate 397 f= 4.19281D+01 |proj g|= 4.51895D+00
At iterate 398 f= 4.19033D+01 |proj g|= 7.39244D+00
At iterate 399 f= 4.18715D+01 |proj g|= 1.17480D+01
At iterate 400 f= 4.18323D+01 |proj g|= 1.31695D+01
At iterate 401 f= 4.17959D+01 |proj g|= 1.12798D+01
At iterate 402 f= 4.17649D+01 |proj g|= 1.19864D+01
At iterate 403 f= 4.17464D+01 |proj g|= 8.93764D+00
At iterate 404 f= 4.17165D+01 |proj g|= 7.93881D+00
At iterate 405 f= 4.16925D+01 |proj g|= 1.37945D+01
At iterate 406 f= 4.16746D+01 |proj g|= 8.28230D+00
At iterate 407 f= 4.16594D+01 |proj g|= 5.19949D+00
At iterate 408 f= 4.16264D+01 |proj g|= 6.18344D+00
At iterate 409 f= 4.15916D+01 |proj g|= 9.88795D+00
At iterate 410 f= 4.15826D+01 |proj g|= 2.56035D+01
At iterate 411 f= 4.15444D+01 |proj g|= 3.42887D+00
At iterate 412 f= 4.15317D+01 |proj g|= 3.76580D+00
At iterate 413 f= 4.15037D+01 |proj g|= 7.96289D+00
At iterate 414 f= 4.14584D+01 |proj g|= 7.99044D+00
At iterate 415 f= 4.14389D+01 |proj g|= 1.85332D+01
At iterate 416 f= 4.14039D+01 |proj g|= 7.17211D+00
At iterate 417 f= 4.13749D+01 |proj g|= 4.06240D+00
At iterate 418 f= 4.13517D+01 |proj g|= 1.04144D+01
At iterate 419 f= 4.13350D+01 |proj g|= 2.51238D+01
At iterate 420 f= 4.13063D+01 |proj g|= 6.84593D+00
At iterate 421 f= 4.12820D+01 |proj g|= 6.37535D+00
At iterate 422 f= 4.12621D+01 |proj g|= 9.40401D+00
At iterate 423 f= 4.12320D+01 |proj g|= 2.08202D+01
At iterate 424 f= 4.11862D+01 |proj g|= 4.07799D+00
At iterate 425 f= 4.11499D+01 |proj g|= 5.79009D+00
At iterate 426 f= 4.11111D+01 |proj g|= 9.77056D+00
At iterate 427 f= 4.10892D+01 |proj g|= 1.76307D+01
At iterate 428 f= 4.10601D+01 |proj g|= 7.50426D+00
At iterate 429 f= 4.10309D+01 |proj g|= 4.79834D+00
At iterate 430 f= 4.10037D+01 |proj g|= 1.17258D+01
At iterate 431 f= 4.09568D+01 |proj g|= 7.34252D+00
At iterate 432 f= 4.09518D+01 |proj g|= 4.42215D+01
At iterate 433 f= 4.08948D+01 |proj g|= 5.99532D+00
At iterate 434 f= 4.08809D+01 |proj g|= 3.53226D+00
At iterate 435 f= 4.08651D+01 |proj g|= 5.64379D+00
At iterate 436 f= 4.08276D+01 |proj g|= 1.21589D+01
At iterate 437 f= 4.07995D+01 |proj g|= 1.64480D+01
At iterate 438 f= 4.07706D+01 |proj g|= 4.99082D+00
At iterate 439 f= 4.07521D+01 |proj g|= 6.06925D+00
At iterate 440 f= 4.07316D+01 |proj g|= 1.25315D+01
At iterate 441 f= 4.06948D+01 |proj g|= 1.20019D+01
At iterate 442 f= 4.06521D+01 |proj g|= 1.33482D+01
At iterate 443 f= 4.06256D+01 |proj g|= 1.52617D+01
At iterate 444 f= 4.06041D+01 |proj g|= 4.99572D+00
At iterate 445 f= 4.05764D+01 |proj g|= 6.03796D+00
At iterate 446 f= 4.05447D+01 |proj g|= 9.58696D+00
At iterate 447 f= 4.05262D+01 |proj g|= 1.46300D+01
At iterate 448 f= 4.05054D+01 |proj g|= 4.70631D+00
At iterate 449 f= 4.04904D+01 |proj g|= 3.89432D+00
At iterate 450 f= 4.04703D+01 |proj g|= 7.52199D+00
At iterate 451 f= 4.04356D+01 |proj g|= 1.04415D+01
At iterate 452 f= 4.04226D+01 |proj g|= 1.68432D+01
At iterate 453 f= 4.03966D+01 |proj g|= 8.73732D+00
At iterate 454 f= 4.03762D+01 |proj g|= 5.69113D+00
At iterate 455 f= 4.03523D+01 |proj g|= 7.45332D+00
At iterate 456 f= 4.03253D+01 |proj g|= 9.64462D+00
At iterate 457 f= 4.02876D+01 |proj g|= 6.47272D+00
At iterate 458 f= 4.02720D+01 |proj g|= 1.35839D+01
At iterate 459 f= 4.02526D+01 |proj g|= 5.05180D+00
At iterate 460 f= 4.02374D+01 |proj g|= 6.16493D+00
At iterate 461 f= 4.02196D+01 |proj g|= 6.38040D+00
At iterate 462 f= 4.02010D+01 |proj g|= 6.25049D+00
At iterate 463 f= 4.01705D+01 |proj g|= 7.41008D+00
At iterate 464 f= 4.01641D+01 |proj g|= 2.26481D+01
At iterate 465 f= 4.01309D+01 |proj g|= 5.26905D+00
At iterate 466 f= 4.01219D+01 |proj g|= 3.39470D+00
At iterate 467 f= 4.01115D+01 |proj g|= 3.51374D+00
At iterate 468 f= 4.00881D+01 |proj g|= 6.71118D+00
At iterate 469 f= 4.00494D+01 |proj g|= 1.14176D+01
At iterate 470 f= 4.00325D+01 |proj g|= 9.05423D+00
At iterate 471 f= 4.00149D+01 |proj g|= 3.43263D+00
At iterate 472 f= 4.00012D+01 |proj g|= 6.93585D+00
At iterate 473 f= 3.99952D+01 |proj g|= 1.58044D+01
At iterate 474 f= 3.99816D+01 |proj g|= 6.74524D+00
At iterate 475 f= 3.99665D+01 |proj g|= 3.59896D+00
At iterate 476 f= 3.99579D+01 |proj g|= 4.83055D+00
At iterate 477 f= 3.99397D+01 |proj g|= 1.59474D+01
At iterate 478 f= 3.99152D+01 |proj g|= 6.35554D+00
At iterate 479 f= 3.99008D+01 |proj g|= 4.39641D+00
At iterate 480 f= 3.98880D+01 |proj g|= 6.61348D+00
At iterate 481 f= 3.98764D+01 |proj g|= 9.12823D+00
At iterate 482 f= 3.98615D+01 |proj g|= 7.66199D+00
At iterate 483 f= 3.98389D+01 |proj g|= 9.44101D+00
At iterate 484 f= 3.98221D+01 |proj g|= 4.29472D+00
At iterate 485 f= 3.98036D+01 |proj g|= 7.22777D+00
At iterate 486 f= 3.97542D+01 |proj g|= 1.01049D+01
At iterate 487 f= 3.97425D+01 |proj g|= 1.64614D+01
At iterate 488 f= 3.97162D+01 |proj g|= 9.54937D+00
At iterate 489 f= 3.96838D+01 |proj g|= 8.99279D+00
At iterate 490 f= 3.96625D+01 |proj g|= 1.75428D+01
At iterate 491 f= 3.96389D+01 |proj g|= 9.10489D+00
At iterate 492 f= 3.96308D+01 |proj g|= 5.35218D+00
At iterate 493 f= 3.96171D+01 |proj g|= 6.16405D+00
At iterate 494 f= 3.95934D+01 |proj g|= 9.79723D+00
At iterate 495 f= 3.95645D+01 |proj g|= 9.76225D+00
At iterate 496 f= 3.95437D+01 |proj g|= 1.66482D+01
At iterate 497 f= 3.95264D+01 |proj g|= 4.84095D+00
At iterate 498 f= 3.95129D+01 |proj g|= 6.58368D+00
At iterate 499 f= 3.95033D+01 |proj g|= 8.23123D+00
At iterate 500 f= 3.94832D+01 |proj g|= 2.83583D+01
At iterate 501 f= 3.94572D+01 |proj g|= 8.65784D+00
At iterate 502 f= 3.94428D+01 |proj g|= 5.72678D+00
At iterate 503 f= 3.94256D+01 |proj g|= 8.18713D+00
At iterate 504 f= 3.94101D+01 |proj g|= 1.82909D+01
At iterate 505 f= 3.93853D+01 |proj g|= 1.21727D+01
At iterate 506 f= 3.93585D+01 |proj g|= 9.93602D+00
At iterate 507 f= 3.93314D+01 |proj g|= 7.70440D+00
At iterate 508 f= 3.93068D+01 |proj g|= 1.21011D+01
At iterate 509 f= 3.92768D+01 |proj g|= 9.58047D+00
At iterate 510 f= 3.92577D+01 |proj g|= 1.87278D+01
At iterate 511 f= 3.92272D+01 |proj g|= 4.41228D+00
At iterate 512 f= 3.92152D+01 |proj g|= 3.45634D+00
At iterate 513 f= 3.92023D+01 |proj g|= 6.00868D+00
At iterate 514 f= 3.91710D+01 |proj g|= 1.60957D+01
At iterate 515 f= 3.91549D+01 |proj g|= 3.07498D+01
At iterate 516 f= 3.91241D+01 |proj g|= 2.82832D+00
At iterate 517 f= 3.91165D+01 |proj g|= 4.93883D+00
At iterate 518 f= 3.91073D+01 |proj g|= 4.99475D+00
At iterate 519 f= 3.90955D+01 |proj g|= 1.52913D+01
At iterate 520 f= 3.90718D+01 |proj g|= 7.21827D+00
At iterate 521 f= 3.90454D+01 |proj g|= 4.25284D+00
At iterate 522 f= 3.90267D+01 |proj g|= 9.78958D+00
At iterate 523 f= 3.90099D+01 |proj g|= 2.72242D+00
At iterate 524 f= 3.89982D+01 |proj g|= 4.48255D+00
At iterate 525 f= 3.89771D+01 |proj g|= 1.10688D+01
At iterate 526 f= 3.89577D+01 |proj g|= 1.72495D+01
At iterate 527 f= 3.89399D+01 |proj g|= 4.23083D+00
At iterate 528 f= 3.89304D+01 |proj g|= 5.11504D+00
At iterate 529 f= 3.89232D+01 |proj g|= 1.21837D+01
At iterate 530 f= 3.89149D+01 |proj g|= 1.10623D+01
At iterate 531 f= 3.88837D+01 |proj g|= 3.95417D+00
At iterate 532 f= 3.88721D+01 |proj g|= 4.44540D+00
At iterate 533 f= 3.88638D+01 |proj g|= 9.29101D+00
At iterate 534 f= 3.88468D+01 |proj g|= 6.96624D+00
At iterate 535 f= 3.88302D+01 |proj g|= 4.72296D+00
At iterate 536 f= 3.88212D+01 |proj g|= 1.55996D+01
At iterate 537 f= 3.88046D+01 |proj g|= 5.05792D+00
At iterate 538 f= 3.87993D+01 |proj g|= 2.59863D+00
At iterate 539 f= 3.87884D+01 |proj g|= 4.33785D+00
At iterate 540 f= 3.87823D+01 |proj g|= 2.46889D+01
At iterate 541 f= 3.87679D+01 |proj g|= 9.00508D+00
At iterate 542 f= 3.87593D+01 |proj g|= 5.47020D+00
At iterate 543 f= 3.87478D+01 |proj g|= 4.83195D+00
At iterate 544 f= 3.87348D+01 |proj g|= 1.12801D+01
At iterate 545 f= 3.87253D+01 |proj g|= 6.17957D+00
At iterate 546 f= 3.87175D+01 |proj g|= 3.51364D+00
At iterate 547 f= 3.87100D+01 |proj g|= 3.49428D+00
At iterate 548 f= 3.87000D+01 |proj g|= 5.21611D+00
At iterate 549 f= 3.86808D+01 |proj g|= 1.19114D+01
At iterate 550 f= 3.86739D+01 |proj g|= 1.51524D+01
At iterate 551 f= 3.86593D+01 |proj g|= 4.86127D+00
At iterate 552 f= 3.86554D+01 |proj g|= 1.57041D+00
At iterate 553 f= 3.86518D+01 |proj g|= 3.12324D+00
At iterate 554 f= 3.86471D+01 |proj g|= 2.10368D+01
At iterate 555 f= 3.86379D+01 |proj g|= 9.52512D+00
At iterate 556 f= 3.86260D+01 |proj g|= 4.11786D+00
At iterate 557 f= 3.86211D+01 |proj g|= 4.91732D+00
At iterate 558 f= 3.86130D+01 |proj g|= 7.39937D+00
At iterate 559 f= 3.86069D+01 |proj g|= 7.49523D+00
At iterate 560 f= 3.86022D+01 |proj g|= 2.11072D+00
At iterate 561 f= 3.85979D+01 |proj g|= 3.74542D+00
At iterate 562 f= 3.85878D+01 |proj g|= 6.23004D+00
At iterate 563 f= 3.85717D+01 |proj g|= 6.74614D+00
At iterate 564 f= 3.85645D+01 |proj g|= 1.37932D+01
At iterate 565 f= 3.85551D+01 |proj g|= 5.25398D+00
At iterate 566 f= 3.85490D+01 |proj g|= 2.98027D+00
At iterate 567 f= 3.85448D+01 |proj g|= 5.92076D+00
At iterate 568 f= 3.85379D+01 |proj g|= 1.63489D+01
At iterate 569 f= 3.85277D+01 |proj g|= 1.07982D+01
At iterate 570 f= 3.85150D+01 |proj g|= 3.97722D+00
At iterate 571 f= 3.85106D+01 |proj g|= 4.43450D+00
At iterate 572 f= 3.85025D+01 |proj g|= 1.55093D+01
At iterate 573 f= 3.84922D+01 |proj g|= 1.06212D+01
At iterate 574 f= 3.84794D+01 |proj g|= 2.01193D+00
At iterate 575 f= 3.84735D+01 |proj g|= 2.39528D+00
At iterate 576 f= 3.84636D+01 |proj g|= 3.73027D+00
At iterate 577 f= 3.84546D+01 |proj g|= 1.49389D+01
At iterate 578 f= 3.84400D+01 |proj g|= 3.83453D+00
At iterate 579 f= 3.84321D+01 |proj g|= 3.66127D+00
At iterate 580 f= 3.84245D+01 |proj g|= 2.66520D+00
At iterate 581 f= 3.84145D+01 |proj g|= 2.86459D+00
At iterate 582 f= 3.84103D+01 |proj g|= 1.33151D+01
At iterate 583 f= 3.83995D+01 |proj g|= 3.67722D+00
At iterate 584 f= 3.83927D+01 |proj g|= 3.76588D+00
At iterate 585 f= 3.83859D+01 |proj g|= 9.69838D+00
At iterate 586 f= 3.83798D+01 |proj g|= 4.75102D+00
At iterate 587 f= 3.83740D+01 |proj g|= 2.94244D+00
At iterate 588 f= 3.83698D+01 |proj g|= 4.39781D+00
At iterate 589 f= 3.83624D+01 |proj g|= 9.48179D+00
At iterate 590 f= 3.83556D+01 |proj g|= 5.88732D+00
At iterate 591 f= 3.83452D+01 |proj g|= 4.04302D+00
At iterate 592 f= 3.83379D+01 |proj g|= 4.16583D+00
At iterate 593 f= 3.83277D+01 |proj g|= 3.39824D+00
At iterate 594 f= 3.83197D+01 |proj g|= 7.03838D+00
At iterate 595 f= 3.83128D+01 |proj g|= 4.34055D+00
At iterate 596 f= 3.83072D+01 |proj g|= 3.44863D+00
At iterate 597 f= 3.83014D+01 |proj g|= 3.58558D+00
At iterate 598 f= 3.82948D+01 |proj g|= 1.17146D+01
At iterate 599 f= 3.82855D+01 |proj g|= 4.29321D+00
At iterate 600 f= 3.82807D+01 |proj g|= 4.60286D+00
At iterate 601 f= 3.82703D+01 |proj g|= 6.73528D+00
At iterate 602 f= 3.82655D+01 |proj g|= 1.87710D+01
At iterate 603 f= 3.82559D+01 |proj g|= 5.19449D+00
At iterate 604 f= 3.82489D+01 |proj g|= 3.70157D+00
At iterate 605 f= 3.82449D+01 |proj g|= 4.53381D+00
At iterate 606 f= 3.82364D+01 |proj g|= 6.42947D+00
At iterate 607 f= 3.82269D+01 |proj g|= 3.89436D+00
At iterate 608 f= 3.82223D+01 |proj g|= 2.09529D+00
At iterate 609 f= 3.82199D+01 |proj g|= 2.15374D+00
At iterate 610 f= 3.82142D+01 |proj g|= 3.35641D+00
At iterate 611 f= 3.82077D+01 |proj g|= 1.56024D+01
At iterate 612 f= 3.82008D+01 |proj g|= 6.53787D+00
At iterate 613 f= 3.81978D+01 |proj g|= 1.46499D+00
At iterate 614 f= 3.81953D+01 |proj g|= 1.18807D+00
At iterate 615 f= 3.81907D+01 |proj g|= 3.76450D+00
At iterate 616 f= 3.81885D+01 |proj g|= 1.15624D+01
At iterate 617 f= 3.81834D+01 |proj g|= 2.79853D+00
At iterate 618 f= 3.81809D+01 |proj g|= 2.04202D+00
At iterate 619 f= 3.81777D+01 |proj g|= 2.31252D+00
At iterate 620 f= 3.81715D+01 |proj g|= 3.59889D+00
At iterate 621 f= 3.81677D+01 |proj g|= 9.06247D+00
At iterate 622 f= 3.81611D+01 |proj g|= 3.47075D+00
At iterate 623 f= 3.81571D+01 |proj g|= 3.67942D+00
At iterate 624 f= 3.81533D+01 |proj g|= 9.89167D+00
At iterate 625 f= 3.81499D+01 |proj g|= 6.44049D+00
At iterate 626 f= 3.81415D+01 |proj g|= 2.30955D+00
At iterate 627 f= 3.81368D+01 |proj g|= 3.24269D+00
At iterate 628 f= 3.81314D+01 |proj g|= 3.20952D+00
At iterate 629 f= 3.81299D+01 |proj g|= 1.62106D+01
At iterate 630 f= 3.81231D+01 |proj g|= 4.43625D+00
At iterate 631 f= 3.81195D+01 |proj g|= 1.54433D+00
At iterate 632 f= 3.81157D+01 |proj g|= 3.48746D+00
At iterate 633 f= 3.81104D+01 |proj g|= 2.63394D+00
At iterate 634 f= 3.81063D+01 |proj g|= 6.77998D+00
At iterate 635 f= 3.80994D+01 |proj g|= 2.98009D+00
At iterate 636 f= 3.80929D+01 |proj g|= 1.70050D+00
At iterate 637 f= 3.80878D+01 |proj g|= 9.58415D+00
At iterate 638 f= 3.80832D+01 |proj g|= 5.71792D+00
At iterate 639 f= 3.80797D+01 |proj g|= 2.69311D+00
At iterate 640 f= 3.80742D+01 |proj g|= 2.84446D+00
At iterate 641 f= 3.80690D+01 |proj g|= 3.91230D+00
At iterate 642 f= 3.80613D+01 |proj g|= 4.91335D+00
At iterate 643 f= 3.80548D+01 |proj g|= 5.69438D+00
At iterate 644 f= 3.80507D+01 |proj g|= 4.05693D+00
At iterate 645 f= 3.80464D+01 |proj g|= 3.62388D+00
At iterate 646 f= 3.80420D+01 |proj g|= 3.12865D+00
At iterate 647 f= 3.80360D+01 |proj g|= 5.11444D+00
At iterate 648 f= 3.80271D+01 |proj g|= 4.96849D+00
At iterate 649 f= 3.80239D+01 |proj g|= 1.26859D+01
At iterate 650 f= 3.80144D+01 |proj g|= 4.48698D+00
At iterate 651 f= 3.80097D+01 |proj g|= 1.80616D+00
At iterate 652 f= 3.80046D+01 |proj g|= 7.63333D+00
At iterate 653 f= 3.80003D+01 |proj g|= 3.46942D+00
At iterate 654 f= 3.79959D+01 |proj g|= 1.60255D+00
At iterate 655 f= 3.79877D+01 |proj g|= 2.92214D+00
At iterate 656 f= 3.79845D+01 |proj g|= 5.48083D+00
At iterate 657 f= 3.79795D+01 |proj g|= 3.01143D+00
At iterate 658 f= 3.79758D+01 |proj g|= 6.30756D+00
At iterate 659 f= 3.79722D+01 |proj g|= 3.64186D+00
At iterate 660 f= 3.79697D+01 |proj g|= 3.60090D+00
At iterate 661 f= 3.79639D+01 |proj g|= 6.57172D+00
At iterate 662 f= 3.79580D+01 |proj g|= 5.12523D+00
At iterate 663 f= 3.79538D+01 |proj g|= 3.18015D+00
At iterate 664 f= 3.79480D+01 |proj g|= 3.42181D+00
At iterate 665 f= 3.79464D+01 |proj g|= 9.75389D+00
At iterate 666 f= 3.79435D+01 |proj g|= 4.51176D+00
At iterate 667 f= 3.79388D+01 |proj g|= 2.55117D+00
At iterate 668 f= 3.79356D+01 |proj g|= 4.20583D+00
At iterate 669 f= 3.79277D+01 |proj g|= 4.89450D+00
At iterate 670 f= 3.79242D+01 |proj g|= 1.18687D+01
At iterate 671 f= 3.79141D+01 |proj g|= 5.12949D+00
At iterate 672 f= 3.79087D+01 |proj g|= 2.56232D+00
At iterate 673 f= 3.79035D+01 |proj g|= 4.30861D+00
At iterate 674 f= 3.79011D+01 |proj g|= 7.37182D+00
At iterate 675 f= 3.78981D+01 |proj g|= 2.38865D+00
At iterate 676 f= 3.78943D+01 |proj g|= 4.05522D+00
At iterate 677 f= 3.78900D+01 |proj g|= 5.93418D+00
At iterate 678 f= 3.78833D+01 |proj g|= 8.25884D+00
At iterate 679 f= 3.78809D+01 |proj g|= 7.71577D+00
At iterate 680 f= 3.78746D+01 |proj g|= 3.36341D+00
At iterate 681 f= 3.78682D+01 |proj g|= 3.47843D+00
At iterate 682 f= 3.78613D+01 |proj g|= 1.16741D+01
At iterate 683 f= 3.78558D+01 |proj g|= 5.43773D+00
At iterate 684 f= 3.78532D+01 |proj g|= 2.94241D+00
At iterate 685 f= 3.78488D+01 |proj g|= 1.86190D+00
At iterate 686 f= 3.78432D+01 |proj g|= 3.02315D+00
At iterate 687 f= 3.78349D+01 |proj g|= 4.82521D+00
At iterate 688 f= 3.78325D+01 |proj g|= 6.35888D+00
At iterate 689 f= 3.78278D+01 |proj g|= 2.44533D+00
At iterate 690 f= 3.78239D+01 |proj g|= 1.46916D+00
At iterate 691 f= 3.78186D+01 |proj g|= 5.53939D+00
At iterate 692 f= 3.78162D+01 |proj g|= 9.83618D+00
At iterate 693 f= 3.78122D+01 |proj g|= 2.92372D+00
At iterate 694 f= 3.78095D+01 |proj g|= 1.59765D+00
At iterate 695 f= 3.78077D+01 |proj g|= 2.17272D+00
At iterate 696 f= 3.78034D+01 |proj g|= 3.67245D+00
At iterate 697 f= 3.78005D+01 |proj g|= 5.67576D+00
At iterate 698 f= 3.77953D+01 |proj g|= 2.88886D+00
At iterate 699 f= 3.77921D+01 |proj g|= 2.12693D+00
At iterate 700 f= 3.77878D+01 |proj g|= 3.07030D+00
At iterate 701 f= 3.77836D+01 |proj g|= 6.93541D+00
At iterate 702 f= 3.77797D+01 |proj g|= 4.08655D+00
At iterate 703 f= 3.77769D+01 |proj g|= 1.84473D+00
At iterate 704 f= 3.77745D+01 |proj g|= 2.16787D+00
At iterate 705 f= 3.77705D+01 |proj g|= 3.41595D+00
At iterate 706 f= 3.77676D+01 |proj g|= 6.17129D+00
At iterate 707 f= 3.77633D+01 |proj g|= 2.32782D+00
At iterate 708 f= 3.77604D+01 |proj g|= 2.16022D+00
At iterate 709 f= 3.77581D+01 |proj g|= 2.35713D+00
At iterate 710 f= 3.77528D+01 |proj g|= 4.67637D+00
At iterate 711 f= 3.77498D+01 |proj g|= 4.77887D+00
At iterate 712 f= 3.77478D+01 |proj g|= 1.78197D+00
At iterate 713 f= 3.77457D+01 |proj g|= 2.23406D+00
At iterate 714 f= 3.77432D+01 |proj g|= 4.49391D+00
At iterate 715 f= 3.77387D+01 |proj g|= 6.96464D+00
At iterate 716 f= 3.77342D+01 |proj g|= 3.62577D+00
At iterate 717 f= 3.77319D+01 |proj g|= 1.27592D+00
At iterate 718 f= 3.77297D+01 |proj g|= 1.56854D+00
At iterate 719 f= 3.77271D+01 |proj g|= 7.37644D+00
At iterate 720 f= 3.77228D+01 |proj g|= 5.01199D+00
At iterate 721 f= 3.77121D+01 |proj g|= 3.35941D+00
At iterate 722 f= 3.77076D+01 |proj g|= 2.70470D+00
At iterate 723 f= 3.77053D+01 |proj g|= 1.83235D+01
At iterate 724 f= 3.76985D+01 |proj g|= 6.01265D+00
At iterate 725 f= 3.76938D+01 |proj g|= 2.15937D+00
At iterate 726 f= 3.76877D+01 |proj g|= 4.15955D+00
At iterate 727 f= 3.76830D+01 |proj g|= 3.08379D+00
At iterate 728 f= 3.76807D+01 |proj g|= 6.90228D+00
At iterate 729 f= 3.76766D+01 |proj g|= 2.18297D+00
At iterate 730 f= 3.76739D+01 |proj g|= 2.00569D+00
At iterate 731 f= 3.76695D+01 |proj g|= 1.95705D+00
At iterate 732 f= 3.76634D+01 |proj g|= 9.69951D+00
At iterate 733 f= 3.76568D+01 |proj g|= 2.37606D+00
At iterate 734 f= 3.76538D+01 |proj g|= 3.61499D+00
At iterate 735 f= 3.76517D+01 |proj g|= 1.30612D+00
At iterate 736 f= 3.76505D+01 |proj g|= 1.71507D+00
At iterate 737 f= 3.76464D+01 |proj g|= 2.72037D+00
At iterate 738 f= 3.76414D+01 |proj g|= 5.17378D+00
At iterate 739 f= 3.76366D+01 |proj g|= 2.50358D+00
At iterate 740 f= 3.76342D+01 |proj g|= 1.85927D+00
At iterate 741 f= 3.76317D+01 |proj g|= 2.78916D+00
At iterate 742 f= 3.76285D+01 |proj g|= 7.05792D+00
At iterate 743 f= 3.76245D+01 |proj g|= 4.39604D+00
At iterate 744 f= 3.76201D+01 |proj g|= 8.65361D+00
At iterate 745 f= 3.76181D+01 |proj g|= 1.15027D+01
At iterate 746 f= 3.76146D+01 |proj g|= 3.01538D+00
At iterate 747 f= 3.76124D+01 |proj g|= 9.15109D-01
At iterate 748 f= 3.76078D+01 |proj g|= 5.58690D+00
At iterate 749 f= 3.76044D+01 |proj g|= 5.43251D+00
At iterate 750 f= 3.76020D+01 |proj g|= 5.87800D+00
At iterate 751 f= 3.75995D+01 |proj g|= 1.58788D+00
At iterate 752 f= 3.75975D+01 |proj g|= 2.94152D+00
At iterate 753 f= 3.75954D+01 |proj g|= 3.33606D+00
At iterate 754 f= 3.75922D+01 |proj g|= 1.03476D+01
At iterate 755 f= 3.75871D+01 |proj g|= 2.72913D+00
At iterate 756 f= 3.75837D+01 |proj g|= 2.13899D+00
At iterate 757 f= 3.75816D+01 |proj g|= 2.03688D+00
At iterate 758 f= 3.75794D+01 |proj g|= 8.52905D+00
At iterate 759 f= 3.75758D+01 |proj g|= 3.72009D+00
At iterate 760 f= 3.75714D+01 |proj g|= 1.22984D+00
At iterate 761 f= 3.75697D+01 |proj g|= 3.69653D+00
At iterate 762 f= 3.75672D+01 |proj g|= 2.22082D+00
At iterate 763 f= 3.75641D+01 |proj g|= 5.94506D+00
At iterate 764 f= 3.75605D+01 |proj g|= 4.37258D+00
At iterate 765 f= 3.75584D+01 |proj g|= 1.76786D+00
At iterate 766 f= 3.75563D+01 |proj g|= 1.17755D+00
At iterate 767 f= 3.75542D+01 |proj g|= 3.08943D+00
At iterate 768 f= 3.75509D+01 |proj g|= 4.04906D+00
At iterate 769 f= 3.75470D+01 |proj g|= 2.84807D+00
At iterate 770 f= 3.75431D+01 |proj g|= 9.82837D+00
At iterate 771 f= 3.75416D+01 |proj g|= 6.79384D+00
At iterate 772 f= 3.75396D+01 |proj g|= 8.99629D-01
At iterate 773 f= 3.75388D+01 |proj g|= 9.41059D-01
At iterate 774 f= 3.75360D+01 |proj g|= 2.98448D+00
At iterate 775 f= 3.75327D+01 |proj g|= 3.80360D+00
At iterate 776 f= 3.75313D+01 |proj g|= 1.18754D+01
At iterate 777 f= 3.75272D+01 |proj g|= 3.31395D+00
At iterate 778 f= 3.75259D+01 |proj g|= 1.88169D+00
At iterate 779 f= 3.75243D+01 |proj g|= 1.89565D+00
At iterate 780 f= 3.75214D+01 |proj g|= 3.45457D+00
At iterate 781 f= 3.75202D+01 |proj g|= 6.03862D+00
At iterate 782 f= 3.75175D+01 |proj g|= 2.54568D+00
At iterate 783 f= 3.75165D+01 |proj g|= 1.25248D+00
At iterate 784 f= 3.75146D+01 |proj g|= 1.80460D+00
At iterate 785 f= 3.75124D+01 |proj g|= 9.01181D+00
At iterate 786 f= 3.75093D+01 |proj g|= 4.84392D+00
At iterate 787 f= 3.75067D+01 |proj g|= 1.17118D+00
At iterate 788 f= 3.75056D+01 |proj g|= 1.47530D+00
At iterate 789 f= 3.75035D+01 |proj g|= 5.82244D+00
At iterate 790 f= 3.75010D+01 |proj g|= 2.62570D+00
At iterate 791 f= 3.74988D+01 |proj g|= 2.45207D+00
At iterate 792 f= 3.74960D+01 |proj g|= 2.79749D+00
At iterate 793 f= 3.74950D+01 |proj g|= 3.78773D+00
At iterate 794 f= 3.74937D+01 |proj g|= 1.53680D+00
At iterate 795 f= 3.74918D+01 |proj g|= 2.72487D+00
At iterate 796 f= 3.74901D+01 |proj g|= 1.97550D+00
At iterate 797 f= 3.74879D+01 |proj g|= 3.69899D+00
At iterate 798 f= 3.74850D+01 |proj g|= 4.36218D+00
At iterate 799 f= 3.74824D+01 |proj g|= 4.22702D+00
At iterate 800 f= 3.74793D+01 |proj g|= 3.26509D+00
At iterate 801 f= 3.74779D+01 |proj g|= 5.04476D+00
At iterate 802 f= 3.74763D+01 |proj g|= 2.29475D+00
At iterate 803 f= 3.74735D+01 |proj g|= 3.20130D+00
At iterate 804 f= 3.74718D+01 |proj g|= 1.51632D+00
At iterate 805 f= 3.74695D+01 |proj g|= 1.15836D+00
At iterate 806 f= 3.74685D+01 |proj g|= 5.24386D+00
At iterate 807 f= 3.74671D+01 |proj g|= 3.46189D+00
At iterate 808 f= 3.74657D+01 |proj g|= 7.79048D-01
At iterate 809 f= 3.74649D+01 |proj g|= 1.53387D+00
At iterate 810 f= 3.74636D+01 |proj g|= 1.66269D+00
At iterate 811 f= 3.74626D+01 |proj g|= 6.73659D+00
At iterate 812 f= 3.74612D+01 |proj g|= 3.83342D+00
At iterate 813 f= 3.74593D+01 |proj g|= 2.07454D+00
At iterate 814 f= 3.74585D+01 |proj g|= 4.68404D+00
At iterate 815 f= 3.74576D+01 |proj g|= 2.27769D+00
At iterate 816 f= 3.74567D+01 |proj g|= 1.62926D+00
At iterate 817 f= 3.74561D+01 |proj g|= 1.71433D+00
At iterate 818 f= 3.74546D+01 |proj g|= 1.39932D+00
At iterate 819 f= 3.74537D+01 |proj g|= 5.08268D+00
At iterate 820 f= 3.74523D+01 |proj g|= 2.97996D+00
At iterate 821 f= 3.74497D+01 |proj g|= 1.65826D+00
At iterate 822 f= 3.74483D+01 |proj g|= 3.58141D+00
At iterate 823 f= 3.74467D+01 |proj g|= 2.29747D+00
At iterate 824 f= 3.74450D+01 |proj g|= 3.41379D+00
At iterate 825 f= 3.74425D+01 |proj g|= 3.76233D+00
At iterate 826 f= 3.74392D+01 |proj g|= 4.08661D+00
At iterate 827 f= 3.74384D+01 |proj g|= 4.77169D+00
At iterate 828 f= 3.74370D+01 |proj g|= 1.67972D+00
At iterate 829 f= 3.74360D+01 |proj g|= 8.43347D-01
At iterate 830 f= 3.74346D+01 |proj g|= 2.54597D+00
At iterate 831 f= 3.74330D+01 |proj g|= 2.58904D+00
At iterate 832 f= 3.74319D+01 |proj g|= 6.58492D+00
At iterate 833 f= 3.74301D+01 |proj g|= 3.29538D+00
At iterate 834 f= 3.74277D+01 |proj g|= 2.49925D+00
At iterate 835 f= 3.74265D+01 |proj g|= 2.68732D+00
At iterate 836 f= 3.74262D+01 |proj g|= 8.81326D+00
At iterate 837 f= 3.74244D+01 |proj g|= 1.13284D+00
At iterate 838 f= 3.74238D+01 |proj g|= 1.03192D+00
At iterate 839 f= 3.74229D+01 |proj g|= 3.40906D+00
At iterate 840 f= 3.74219D+01 |proj g|= 4.08944D+00
At iterate 841 f= 3.74195D+01 |proj g|= 5.34636D+00
At iterate 842 f= 3.74171D+01 |proj g|= 4.68141D+00
At iterate 843 f= 3.74147D+01 |proj g|= 2.61258D+00
At iterate 844 f= 3.74135D+01 |proj g|= 4.79545D+00
At iterate 845 f= 3.74127D+01 |proj g|= 1.71202D+00
At iterate 846 f= 3.74121D+01 |proj g|= 1.90694D+00
At iterate 847 f= 3.74103D+01 |proj g|= 3.33121D+00
At iterate 848 f= 3.74086D+01 |proj g|= 3.64550D+00
At iterate 849 f= 3.74073D+01 |proj g|= 6.33748D+00
At iterate 850 f= 3.74050D+01 |proj g|= 3.14262D+00
At iterate 851 f= 3.74034D+01 |proj g|= 1.17182D+00
At iterate 852 f= 3.74026D+01 |proj g|= 2.39964D+00
At iterate 853 f= 3.74017D+01 |proj g|= 1.31880D+00
At iterate 854 f= 3.74000D+01 |proj g|= 1.25038D+00
At iterate 855 f= 3.73989D+01 |proj g|= 4.50339D+00
At iterate 856 f= 3.73970D+01 |proj g|= 1.85933D+00
At iterate 857 f= 3.73960D+01 |proj g|= 4.40857D+00
At iterate 858 f= 3.73948D+01 |proj g|= 1.30231D+00
At iterate 859 f= 3.73937D+01 |proj g|= 1.55071D+00
At iterate 860 f= 3.73909D+01 |proj g|= 3.70105D+00
At iterate 861 f= 3.73899D+01 |proj g|= 6.07738D+00
At iterate 862 f= 3.73883D+01 |proj g|= 1.59311D+00
At iterate 863 f= 3.73873D+01 |proj g|= 1.14032D+00
At iterate 864 f= 3.73859D+01 |proj g|= 2.46918D+00
At iterate 865 f= 3.73840D+01 |proj g|= 2.65405D+00
At iterate 866 f= 3.73831D+01 |proj g|= 4.74129D+00
At iterate 867 f= 3.73813D+01 |proj g|= 1.80090D+00
At iterate 868 f= 3.73802D+01 |proj g|= 1.26056D+00
At iterate 869 f= 3.73788D+01 |proj g|= 1.88484D+00
At iterate 870 f= 3.73779D+01 |proj g|= 7.06428D+00
At iterate 871 f= 3.73762D+01 |proj g|= 3.96609D+00
At iterate 872 f= 3.73744D+01 |proj g|= 1.17630D+00
At iterate 873 f= 3.73732D+01 |proj g|= 2.90820D+00
At iterate 874 f= 3.73722D+01 |proj g|= 3.41136D+00
At iterate 875 f= 3.73707D+01 |proj g|= 4.34606D+00
At iterate 876 f= 3.73688D+01 |proj g|= 1.44616D+00
At iterate 877 f= 3.73674D+01 |proj g|= 1.46139D+00
At iterate 878 f= 3.73666D+01 |proj g|= 1.44392D+00
At iterate 879 f= 3.73655D+01 |proj g|= 2.31628D+00
At iterate 880 f= 3.73642D+01 |proj g|= 1.42279D+00
At iterate 881 f= 3.73612D+01 |proj g|= 1.17205D+00
At iterate 882 f= 3.73600D+01 |proj g|= 2.89764D+00
At iterate 883 f= 3.73585D+01 |proj g|= 2.19587D+00
At iterate 884 f= 3.73571D+01 |proj g|= 1.32735D+00
At iterate 885 f= 3.73561D+01 |proj g|= 3.47225D+00
At iterate 886 f= 3.73552D+01 |proj g|= 6.35712D-01
At iterate 887 f= 3.73542D+01 |proj g|= 2.66111D+00
At iterate 888 f= 3.73531D+01 |proj g|= 3.07765D+00
At iterate 889 f= 3.73516D+01 |proj g|= 7.40183D+00
At iterate 890 f= 3.73507D+01 |proj g|= 4.36321D+00
At iterate 891 f= 3.73499D+01 |proj g|= 5.03693D-01
At iterate 892 f= 3.73496D+01 |proj g|= 7.78361D-01
At iterate 893 f= 3.73491D+01 |proj g|= 1.43860D+00
At iterate 894 f= 3.73481D+01 |proj g|= 6.26380D+00
At iterate 895 f= 3.73468D+01 |proj g|= 2.48330D+00
At iterate 896 f= 3.73454D+01 |proj g|= 1.30218D+00
At iterate 897 f= 3.73438D+01 |proj g|= 1.64973D+00
At iterate 898 f= 3.73431D+01 |proj g|= 4.71429D+00
At iterate 899 f= 3.73418D+01 |proj g|= 1.81915D+00
At iterate 900 f= 3.73409D+01 |proj g|= 1.06535D+00
At iterate 901 f= 3.73402D+01 |proj g|= 1.57668D+00
At iterate 902 f= 3.73390D+01 |proj g|= 2.78254D+00
At iterate 903 f= 3.73375D+01 |proj g|= 1.41037D+00
At iterate 904 f= 3.73365D+01 |proj g|= 1.40815D+00
At iterate 905 f= 3.73363D+01 |proj g|= 5.65775D+00
At iterate 906 f= 3.73357D+01 |proj g|= 8.69478D-01
At iterate 907 f= 3.73354D+01 |proj g|= 8.20140D-01
At iterate 908 f= 3.73345D+01 |proj g|= 3.66254D+00
At iterate 909 f= 3.73335D+01 |proj g|= 4.88076D+00
At iterate 910 f= 3.73317D+01 |proj g|= 4.79436D+00
At iterate 911 f= 3.73310D+01 |proj g|= 5.96652D+00
At iterate 912 f= 3.73291D+01 |proj g|= 1.93484D+00
At iterate 913 f= 3.73285D+01 |proj g|= 3.82968D-01
At iterate 914 f= 3.73281D+01 |proj g|= 7.89185D-01
At iterate 915 f= 3.73280D+01 |proj g|= 3.66933D+00
At iterate 916 f= 3.73274D+01 |proj g|= 1.48586D+00
At iterate 917 f= 3.73267D+01 |proj g|= 1.27232D+00
At iterate 918 f= 3.73258D+01 |proj g|= 3.52999D+00
At iterate 919 f= 3.73249D+01 |proj g|= 2.34021D+00
At iterate 920 f= 3.73245D+01 |proj g|= 4.31780D+00
At iterate 921 f= 3.73239D+01 |proj g|= 1.17583D+00
At iterate 922 f= 3.73234D+01 |proj g|= 1.98937D+00
At iterate 923 f= 3.73230D+01 |proj g|= 3.37213D+00
At iterate 924 f= 3.73222D+01 |proj g|= 3.97095D+00
At iterate 925 f= 3.73206D+01 |proj g|= 5.19431D+00
At iterate 926 f= 3.73196D+01 |proj g|= 6.37821D+00
At iterate 927 f= 3.73182D+01 |proj g|= 2.57893D+00
At iterate 928 f= 3.73176D+01 |proj g|= 7.96025D-01
At iterate 929 f= 3.73172D+01 |proj g|= 1.82880D+00
At iterate 930 f= 3.73165D+01 |proj g|= 2.68077D+00
At iterate 931 f= 3.73153D+01 |proj g|= 3.62363D+00
At iterate 932 f= 3.73147D+01 |proj g|= 2.80968D+00
At iterate 933 f= 3.73136D+01 |proj g|= 1.30120D+00
At iterate 934 f= 3.73123D+01 |proj g|= 9.18573D-01
At iterate 935 f= 3.73117D+01 |proj g|= 6.10720D+00
At iterate 936 f= 3.73100D+01 |proj g|= 1.74878D+00
At iterate 937 f= 3.73096D+01 |proj g|= 7.02467D-01
At iterate 938 f= 3.73088D+01 |proj g|= 2.16203D+00
At iterate 939 f= 3.73080D+01 |proj g|= 3.57208D+00
At iterate 940 f= 3.73070D+01 |proj g|= 2.04891D+00
At iterate 941 f= 3.73057D+01 |proj g|= 1.31923D+00
At iterate 942 f= 3.73053D+01 |proj g|= 3.27800D+00
At iterate 943 f= 3.73049D+01 |proj g|= 1.14101D+00
At iterate 944 f= 3.73040D+01 |proj g|= 1.65647D+00
At iterate 945 f= 3.73032D+01 |proj g|= 2.25040D+00
At iterate 946 f= 3.73024D+01 |proj g|= 5.79313D+00
At iterate 947 f= 3.73017D+01 |proj g|= 1.72387D+00
At iterate 948 f= 3.73014D+01 |proj g|= 9.90183D-01
At iterate 949 f= 3.73006D+01 |proj g|= 1.39187D+00
At iterate 950 f= 3.72995D+01 |proj g|= 2.60236D+00
At iterate 951 f= 3.72984D+01 |proj g|= 3.29528D+00
At iterate 952 f= 3.72980D+01 |proj g|= 2.17785D+00
At iterate 953 f= 3.72975D+01 |proj g|= 6.63110D-01
At iterate 954 f= 3.72973D+01 |proj g|= 6.11493D-01
At iterate 955 f= 3.72971D+01 |proj g|= 1.29721D+00
At iterate 956 f= 3.72965D+01 |proj g|= 2.47814D+00
At iterate 957 f= 3.72961D+01 |proj g|= 2.93445D+00
At iterate 958 f= 3.72955D+01 |proj g|= 1.39945D+00
At iterate 959 f= 3.72952D+01 |proj g|= 8.37963D-01
At iterate 960 f= 3.72949D+01 |proj g|= 1.28161D+00
At iterate 961 f= 3.72945D+01 |proj g|= 3.50241D+00
At iterate 962 f= 3.72940D+01 |proj g|= 1.96083D+00
At iterate 963 f= 3.72934D+01 |proj g|= 8.01063D-01
At iterate 964 f= 3.72931D+01 |proj g|= 9.51564D-01
At iterate 965 f= 3.72929D+01 |proj g|= 5.31654D+00
At iterate 966 f= 3.72923D+01 |proj g|= 1.10661D+00
At iterate 967 f= 3.72919D+01 |proj g|= 1.23213D+00
At iterate 968 f= 3.72913D+01 |proj g|= 2.17325D+00
At iterate 969 f= 3.72911D+01 |proj g|= 4.14044D+00
At iterate 970 f= 3.72906D+01 |proj g|= 1.13172D+00
At iterate 971 f= 3.72904D+01 |proj g|= 4.19767D-01
At iterate 972 f= 3.72902D+01 |proj g|= 1.95642D+00
At iterate 973 f= 3.72898D+01 |proj g|= 2.80932D+00
At iterate 974 f= 3.72891D+01 |proj g|= 2.93186D+00
At iterate 975 f= 3.72887D+01 |proj g|= 3.50661D+00
At iterate 976 f= 3.72878D+01 |proj g|= 1.77820D+00
At iterate 977 f= 3.72872D+01 |proj g|= 1.10168D+00
At iterate 978 f= 3.72867D+01 |proj g|= 1.80098D+00
At iterate 979 f= 3.72862D+01 |proj g|= 1.39447D+00
At iterate 980 f= 3.72857D+01 |proj g|= 5.37095D-01
At iterate 981 f= 3.72853D+01 |proj g|= 8.29297D-01
At iterate 982 f= 3.72850D+01 |proj g|= 1.14609D+00
At iterate 983 f= 3.72846D+01 |proj g|= 1.21279D+00
At iterate 984 f= 3.72842D+01 |proj g|= 7.52001D-01
At iterate 985 f= 3.72837D+01 |proj g|= 6.63642D-01
At iterate 986 f= 3.72833D+01 |proj g|= 1.47135D+00
At iterate 987 f= 3.72828D+01 |proj g|= 1.10819D+00
At iterate 988 f= 3.72823D+01 |proj g|= 6.71763D-01
At iterate 989 f= 3.72819D+01 |proj g|= 7.03291D-01
At iterate 990 f= 3.72816D+01 |proj g|= 3.86397D+00
At iterate 991 f= 3.72809D+01 |proj g|= 5.94611D-01
At iterate 992 f= 3.72807D+01 |proj g|= 5.45396D-01
At iterate 993 f= 3.72804D+01 |proj g|= 4.64461D-01
At iterate 994 f= 3.72802D+01 |proj g|= 2.61010D+00
At iterate 995 f= 3.72799D+01 |proj g|= 1.38456D+00
At iterate 996 f= 3.72796D+01 |proj g|= 1.06334D+00
At iterate 997 f= 3.72793D+01 |proj g|= 7.64701D-01
At iterate 998 f= 3.72790D+01 |proj g|= 1.67064D+00
At iterate 999 f= 3.72786D+01 |proj g|= 1.73535D+00
At iterate 1000 f= 3.72783D+01 |proj g|= 1.11160D+00
At iterate 1001 f= 3.72779D+01 |proj g|= 7.47002D-01
At iterate 1002 f= 3.72776D+01 |proj g|= 1.65024D+00
At iterate 1003 f= 3.72773D+01 |proj g|= 1.10393D+00
At iterate 1004 f= 3.72771D+01 |proj g|= 3.99763D+00
At iterate 1005 f= 3.72765D+01 |proj g|= 1.04355D+00
At iterate 1006 f= 3.72764D+01 |proj g|= 4.72068D-01
At iterate 1007 f= 3.72762D+01 |proj g|= 7.79801D-01
At iterate 1008 f= 3.72760D+01 |proj g|= 1.58202D+00
At iterate 1009 f= 3.72758D+01 |proj g|= 5.31420D-01
At iterate 1010 f= 3.72756D+01 |proj g|= 4.63746D-01
At iterate 1011 f= 3.72754D+01 |proj g|= 1.87315D+00
At iterate 1012 f= 3.72751D+01 |proj g|= 1.13690D+00
At iterate 1013 f= 3.72748D+01 |proj g|= 1.37734D+00
At iterate 1014 f= 3.72745D+01 |proj g|= 4.89351D-01
At iterate 1015 f= 3.72742D+01 |proj g|= 1.16091D+00
At iterate 1016 f= 3.72740D+01 |proj g|= 1.06980D+00
At iterate 1017 f= 3.72736D+01 |proj g|= 1.52603D+00
At iterate 1018 f= 3.72732D+01 |proj g|= 1.08959D+00
At iterate 1019 f= 3.72729D+01 |proj g|= 8.20473D-01
At iterate 1020 f= 3.72724D+01 |proj g|= 2.83258D+00
At iterate 1021 f= 3.72717D+01 |proj g|= 8.53917D-01
At iterate 1022 f= 3.72713D+01 |proj g|= 6.45547D-01
At iterate 1023 f= 3.72704D+01 |proj g|= 7.55712D-01
At iterate 1024 f= 3.72701D+01 |proj g|= 1.44156D+00
At iterate 1025 f= 3.72697D+01 |proj g|= 8.82568D-01
At iterate 1026 f= 3.72692D+01 |proj g|= 5.91386D-01
At iterate 1027 f= 3.72687D+01 |proj g|= 1.87270D+00
At iterate 1028 f= 3.72683D+01 |proj g|= 2.11667D+00
At iterate 1029 f= 3.72680D+01 |proj g|= 1.15933D+00
At iterate 1030 f= 3.72678D+01 |proj g|= 7.21323D-01
At iterate 1031 f= 3.72675D+01 |proj g|= 1.07508D+00
At iterate 1032 f= 3.72672D+01 |proj g|= 2.64481D+00
At iterate 1033 f= 3.72667D+01 |proj g|= 1.17346D+00
At iterate 1034 f= 3.72663D+01 |proj g|= 8.02643D-01
At iterate 1035 f= 3.72659D+01 |proj g|= 1.19043D+00
At iterate 1036 f= 3.72656D+01 |proj g|= 1.37080D+00
At iterate 1037 f= 3.72652D+01 |proj g|= 6.96272D-01
At iterate 1038 f= 3.72651D+01 |proj g|= 6.64262D-01
At iterate 1039 f= 3.72647D+01 |proj g|= 7.73785D-01
At iterate 1040 f= 3.72646D+01 |proj g|= 1.33175D+00
At iterate 1041 f= 3.72643D+01 |proj g|= 7.56262D-01
At iterate 1042 f= 3.72640D+01 |proj g|= 9.55642D-01
At iterate 1043 f= 3.72634D+01 |proj g|= 1.20687D+00
At iterate 1044 f= 3.72632D+01 |proj g|= 1.92108D+00
At iterate 1045 f= 3.72629D+01 |proj g|= 5.63348D-01
At iterate 1046 f= 3.72627D+01 |proj g|= 6.89255D-01
At iterate 1047 f= 3.72626D+01 |proj g|= 9.11821D-01
At iterate 1048 f= 3.72624D+01 |proj g|= 8.38004D-01
At iterate 1049 f= 3.72618D+01 |proj g|= 1.70287D+00
At iterate 1050 f= 3.72615D+01 |proj g|= 1.02636D+00
At iterate 1051 f= 3.72613D+01 |proj g|= 4.13847D-01
At iterate 1052 f= 3.72610D+01 |proj g|= 4.43760D-01
At iterate 1053 f= 3.72609D+01 |proj g|= 2.32533D+00
At iterate 1054 f= 3.72606D+01 |proj g|= 1.84301D+00
At iterate 1055 f= 3.72599D+01 |proj g|= 7.06797D-01
At iterate 1056 f= 3.72595D+01 |proj g|= 1.08993D+00
At iterate 1057 f= 3.72591D+01 |proj g|= 1.36593D+00
At iterate 1058 f= 3.72589D+01 |proj g|= 2.45057D+00
At iterate 1059 f= 3.72585D+01 |proj g|= 5.31286D-01
At iterate 1060 f= 3.72582D+01 |proj g|= 8.78062D-01
At iterate 1061 f= 3.72578D+01 |proj g|= 6.10969D-01
At iterate 1062 f= 3.72574D+01 |proj g|= 1.19068D+00
At iterate 1063 f= 3.72569D+01 |proj g|= 8.62636D-01
At iterate 1064 f= 3.72563D+01 |proj g|= 9.66637D-01
At iterate 1065 f= 3.72559D+01 |proj g|= 3.06983D+00
At iterate 1066 f= 3.72555D+01 |proj g|= 1.62196D+00
At iterate 1067 f= 3.72552D+01 |proj g|= 6.49017D-01
At iterate 1068 f= 3.72549D+01 |proj g|= 1.14519D+00
At iterate 1069 f= 3.72546D+01 |proj g|= 1.20284D+00
At iterate 1070 f= 3.72543D+01 |proj g|= 5.25270D+00
At iterate 1071 f= 3.72537D+01 |proj g|= 1.37465D+00
At iterate 1072 f= 3.72534D+01 |proj g|= 6.36571D-01
At iterate 1073 f= 3.72532D+01 |proj g|= 9.23016D-01
At iterate 1074 f= 3.72528D+01 |proj g|= 1.03385D+00
At iterate 1075 f= 3.72525D+01 |proj g|= 3.51533D+00
At iterate 1076 f= 3.72518D+01 |proj g|= 7.64549D-01
At iterate 1077 f= 3.72516D+01 |proj g|= 6.49734D-01
At iterate 1078 f= 3.72514D+01 |proj g|= 2.66080D+00
At iterate 1079 f= 3.72511D+01 |proj g|= 7.13185D-01
At iterate 1080 f= 3.72509D+01 |proj g|= 3.90601D-01
At iterate 1081 f= 3.72507D+01 |proj g|= 5.87473D-01
At iterate 1082 f= 3.72503D+01 |proj g|= 8.84727D-01
At iterate 1083 f= 3.72499D+01 |proj g|= 2.60835D+00
At iterate 1084 f= 3.72495D+01 |proj g|= 3.80529D+00
At iterate 1085 f= 3.72492D+01 |proj g|= 4.40833D-01
At iterate 1086 f= 3.72491D+01 |proj g|= 3.75332D-01
At iterate 1087 f= 3.72489D+01 |proj g|= 9.41379D-01
At iterate 1088 f= 3.72486D+01 |proj g|= 1.45486D+00
At iterate 1089 f= 3.72482D+01 |proj g|= 2.72183D+00
At iterate 1090 f= 3.72478D+01 |proj g|= 1.34546D+00
At iterate 1091 f= 3.72475D+01 |proj g|= 1.09347D+00
At iterate 1092 f= 3.72473D+01 |proj g|= 1.25681D+00
At iterate 1093 f= 3.72471D+01 |proj g|= 2.12902D+00
At iterate 1094 f= 3.72465D+01 |proj g|= 1.52438D+00
At iterate 1095 f= 3.72459D+01 |proj g|= 2.16981D+00
At iterate 1096 f= 3.72453D+01 |proj g|= 1.22881D+00
At iterate 1097 f= 3.72451D+01 |proj g|= 1.27647D+00
At iterate 1098 f= 3.72448D+01 |proj g|= 5.29430D-01
At iterate 1099 f= 3.72445D+01 |proj g|= 5.11506D-01
At iterate 1100 f= 3.72440D+01 |proj g|= 5.24675D-01
At iterate 1101 f= 3.72433D+01 |proj g|= 1.27789D+00
At iterate 1102 f= 3.72430D+01 |proj g|= 1.74518D+00
At iterate 1103 f= 3.72427D+01 |proj g|= 4.28029D-01
At iterate 1104 f= 3.72426D+01 |proj g|= 3.96398D-01
At iterate 1105 f= 3.72424D+01 |proj g|= 4.80881D-01
At iterate 1106 f= 3.72423D+01 |proj g|= 2.98386D+00
At iterate 1107 f= 3.72417D+01 |proj g|= 5.11515D-01
At iterate 1108 f= 3.72415D+01 |proj g|= 4.29124D-01
At iterate 1109 f= 3.72413D+01 |proj g|= 1.74523D+00
At iterate 1110 f= 3.72411D+01 |proj g|= 2.23883D+00
At iterate 1111 f= 3.72409D+01 |proj g|= 7.15828D-01
At iterate 1112 f= 3.72406D+01 |proj g|= 8.67015D-01
At iterate 1113 f= 3.72405D+01 |proj g|= 7.72016D-01
At iterate 1114 f= 3.72403D+01 |proj g|= 1.72410D+00
At iterate 1115 f= 3.72400D+01 |proj g|= 1.91139D+00
At iterate 1116 f= 3.72399D+01 |proj g|= 5.36737D-01
At iterate 1117 f= 3.72398D+01 |proj g|= 3.34729D-01
At iterate 1118 f= 3.72397D+01 |proj g|= 6.05311D-01
At iterate 1119 f= 3.72394D+01 |proj g|= 7.83253D-01
At iterate 1120 f= 3.72392D+01 |proj g|= 1.32093D+00
At iterate 1121 f= 3.72389D+01 |proj g|= 4.40108D-01
At iterate 1122 f= 3.72388D+01 |proj g|= 1.08523D+00
At iterate 1123 f= 3.72387D+01 |proj g|= 1.29004D+00
At iterate 1124 f= 3.72386D+01 |proj g|= 6.51657D-01
At iterate 1125 f= 3.72384D+01 |proj g|= 5.26349D-01
At iterate 1126 f= 3.72382D+01 |proj g|= 6.86799D-01
At iterate 1127 f= 3.72380D+01 |proj g|= 1.02284D+00
At iterate 1128 f= 3.72377D+01 |proj g|= 1.90466D+00
At iterate 1129 f= 3.72375D+01 |proj g|= 5.63962D-01
At iterate 1130 f= 3.72373D+01 |proj g|= 5.26782D-01
At iterate 1131 f= 3.72372D+01 |proj g|= 2.13973D+00
At iterate 1132 f= 3.72370D+01 |proj g|= 9.16394D-01
At iterate 1133 f= 3.72368D+01 |proj g|= 9.01802D-01
At iterate 1134 f= 3.72366D+01 |proj g|= 1.33603D+00
At iterate 1135 f= 3.72365D+01 |proj g|= 2.37343D+00
At iterate 1136 f= 3.72363D+01 |proj g|= 8.49594D-01
At iterate 1137 f= 3.72361D+01 |proj g|= 1.05194D+00
At iterate 1138 f= 3.72358D+01 |proj g|= 1.41368D+00
At iterate 1139 f= 3.72356D+01 |proj g|= 1.29449D+00
At iterate 1140 f= 3.72354D+01 |proj g|= 6.62712D-01
At iterate 1141 f= 3.72353D+01 |proj g|= 6.98930D-01
At iterate 1142 f= 3.72352D+01 |proj g|= 8.46207D-01
At iterate 1143 f= 3.72350D+01 |proj g|= 1.22541D+00
At iterate 1144 f= 3.72348D+01 |proj g|= 3.90633D-01
At iterate 1145 f= 3.72346D+01 |proj g|= 6.25984D-01
At iterate 1146 f= 3.72344D+01 |proj g|= 8.71775D-01
At iterate 1147 f= 3.72344D+01 |proj g|= 8.03476D-01
At iterate 1148 f= 3.72343D+01 |proj g|= 6.59625D-01
At iterate 1149 f= 3.72341D+01 |proj g|= 3.88537D-01
At iterate 1150 f= 3.72338D+01 |proj g|= 1.57912D+00
At iterate 1151 f= 3.72336D+01 |proj g|= 1.14087D+00
At iterate 1152 f= 3.72336D+01 |proj g|= 6.05416D-01
At iterate 1153 f= 3.72335D+01 |proj g|= 3.46223D-01
At iterate 1154 f= 3.72333D+01 |proj g|= 5.32243D-01
At iterate 1155 f= 3.72331D+01 |proj g|= 8.16267D-01
At iterate 1156 f= 3.72330D+01 |proj g|= 1.31001D+00
At iterate 1157 f= 3.72329D+01 |proj g|= 3.66138D-01
At iterate 1158 f= 3.72328D+01 |proj g|= 5.49524D-01
At iterate 1159 f= 3.72327D+01 |proj g|= 9.33840D-01
At iterate 1160 f= 3.72326D+01 |proj g|= 2.19265D+00
At iterate 1161 f= 3.72325D+01 |proj g|= 8.60047D-01
At iterate 1162 f= 3.72324D+01 |proj g|= 4.42616D-01
At iterate 1163 f= 3.72323D+01 |proj g|= 4.97421D-01
At iterate 1164 f= 3.72322D+01 |proj g|= 1.91700D+00
At iterate 1165 f= 3.72321D+01 |proj g|= 5.87442D-01
At iterate 1166 f= 3.72320D+01 |proj g|= 2.12096D-01
At iterate 1167 f= 3.72319D+01 |proj g|= 9.00068D-01
At iterate 1168 f= 3.72318D+01 |proj g|= 7.85343D-01
At iterate 1169 f= 3.72317D+01 |proj g|= 2.55991D+00
At iterate 1170 f= 3.72315D+01 |proj g|= 1.31251D+00
At iterate 1171 f= 3.72313D+01 |proj g|= 2.11993D-01
At iterate 1172 f= 3.72312D+01 |proj g|= 4.61747D-01
At iterate 1173 f= 3.72311D+01 |proj g|= 8.40852D-01
At iterate 1174 f= 3.72310D+01 |proj g|= 1.16511D+00
At iterate 1175 f= 3.72309D+01 |proj g|= 3.73358D-01
At iterate 1176 f= 3.72307D+01 |proj g|= 6.56928D-01
At iterate 1177 f= 3.72306D+01 |proj g|= 4.94806D-01
At iterate 1178 f= 3.72304D+01 |proj g|= 4.47614D-01
At iterate 1179 f= 3.72302D+01 |proj g|= 1.28826D+00
At iterate 1180 f= 3.72301D+01 |proj g|= 8.11018D-01
At iterate 1181 f= 3.72298D+01 |proj g|= 4.15181D-01
At iterate 1182 f= 3.72297D+01 |proj g|= 2.22919D+00
At iterate 1183 f= 3.72296D+01 |proj g|= 7.65932D-01
At iterate 1184 f= 3.72295D+01 |proj g|= 5.08857D-01
At iterate 1185 f= 3.72294D+01 |proj g|= 4.78709D-01
At iterate 1186 f= 3.72293D+01 |proj g|= 9.36285D-01
At iterate 1187 f= 3.72292D+01 |proj g|= 1.37897D+00
At iterate 1188 f= 3.72291D+01 |proj g|= 4.85772D-01
At iterate 1189 f= 3.72290D+01 |proj g|= 4.02988D-01
At iterate 1190 f= 3.72288D+01 |proj g|= 9.49016D-01
At iterate 1191 f= 3.72285D+01 |proj g|= 9.36944D-01
At iterate 1192 f= 3.72285D+01 |proj g|= 2.36442D+00
At iterate 1193 f= 3.72281D+01 |proj g|= 7.18859D-01
At iterate 1194 f= 3.72280D+01 |proj g|= 4.17139D-01
At iterate 1195 f= 3.72279D+01 |proj g|= 7.05021D-01
At iterate 1196 f= 3.72277D+01 |proj g|= 2.46335D+00
At iterate 1197 f= 3.72274D+01 |proj g|= 7.38075D-01
At iterate 1198 f= 3.72272D+01 |proj g|= 4.48054D-01
At iterate 1199 f= 3.72270D+01 |proj g|= 1.07784D+00
At iterate 1200 f= 3.72269D+01 |proj g|= 1.10037D+00
At iterate 1201 f= 3.72269D+01 |proj g|= 7.39497D-01
At iterate 1202 f= 3.72265D+01 |proj g|= 7.35920D-01
At iterate 1203 f= 3.72263D+01 |proj g|= 9.82414D-01
At iterate 1204 f= 3.72262D+01 |proj g|= 3.68951D+00
At iterate 1205 f= 3.72257D+01 |proj g|= 5.04554D-01
At iterate 1206 f= 3.72256D+01 |proj g|= 3.33726D-01
At iterate 1207 f= 3.72254D+01 |proj g|= 6.83857D-01
At iterate 1208 f= 3.72254D+01 |proj g|= 3.10959D+00
At iterate 1209 f= 3.72251D+01 |proj g|= 1.02439D+00
At iterate 1210 f= 3.72249D+01 |proj g|= 8.65034D-01
At iterate 1211 f= 3.72247D+01 |proj g|= 1.29570D+00
At iterate 1212 f= 3.72246D+01 |proj g|= 1.67704D+00
At iterate 1213 f= 3.72244D+01 |proj g|= 6.04360D-01
At iterate 1214 f= 3.72243D+01 |proj g|= 5.62462D-01
At iterate 1215 f= 3.72240D+01 |proj g|= 1.31792D+00
At iterate 1216 f= 3.72239D+01 |proj g|= 1.27991D+00
At iterate 1217 f= 3.72236D+01 |proj g|= 1.88047D+00
At iterate 1218 f= 3.72233D+01 |proj g|= 7.12662D-01
At iterate 1219 f= 3.72232D+01 |proj g|= 6.81862D-01
At iterate 1220 f= 3.72230D+01 |proj g|= 1.46182D+00
At iterate 1221 f= 3.72229D+01 |proj g|= 4.47581D-01
At iterate 1222 f= 3.72227D+01 |proj g|= 5.15026D-01
At iterate 1223 f= 3.72226D+01 |proj g|= 8.02825D-01
At iterate 1224 f= 3.72224D+01 |proj g|= 2.82975D+00
At iterate 1225 f= 3.72222D+01 |proj g|= 9.09791D-01
At iterate 1226 f= 3.72220D+01 |proj g|= 7.32558D-01
At iterate 1227 f= 3.72219D+01 |proj g|= 1.01887D+00
At iterate 1228 f= 3.72219D+01 |proj g|= 3.36590D+00
At iterate 1229 f= 3.72218D+01 |proj g|= 1.22922D+00
At iterate 1230 f= 3.72217D+01 |proj g|= 3.15110D-01
At iterate 1231 f= 3.72216D+01 |proj g|= 1.02298D+00
At iterate 1232 f= 3.72214D+01 |proj g|= 1.09510D+00
At iterate 1233 f= 3.72212D+01 |proj g|= 1.00534D+00
At iterate 1234 f= 3.72210D+01 |proj g|= 1.21842D+00
At iterate 1235 f= 3.72209D+01 |proj g|= 3.67653D-01
At iterate 1236 f= 3.72208D+01 |proj g|= 4.19655D-01
At iterate 1237 f= 3.72207D+01 |proj g|= 9.10468D-01
At iterate 1238 f= 3.72206D+01 |proj g|= 1.56461D+00
At iterate 1239 f= 3.72204D+01 |proj g|= 4.87934D-01
At iterate 1240 f= 3.72203D+01 |proj g|= 3.20483D-01
At iterate 1241 f= 3.72202D+01 |proj g|= 4.01630D-01
At iterate 1242 f= 3.72199D+01 |proj g|= 1.25378D+00
At iterate 1243 f= 3.72198D+01 |proj g|= 2.12131D+00
At iterate 1244 f= 3.72196D+01 |proj g|= 6.19534D-01
At iterate 1245 f= 3.72195D+01 |proj g|= 3.07104D-01
At iterate 1246 f= 3.72195D+01 |proj g|= 4.68090D-01
At iterate 1247 f= 3.72193D+01 |proj g|= 6.70944D-01
At iterate 1248 f= 3.72192D+01 |proj g|= 1.63955D+00
At iterate 1249 f= 3.72190D+01 |proj g|= 4.83994D-01
At iterate 1250 f= 3.72189D+01 |proj g|= 1.10424D+00
At iterate 1251 f= 3.72188D+01 |proj g|= 1.07726D+00
At iterate 1252 f= 3.72187D+01 |proj g|= 4.62490D-01
At iterate 1253 f= 3.72186D+01 |proj g|= 6.97778D-01
At iterate 1254 f= 3.72185D+01 |proj g|= 7.91944D-01
At iterate 1255 f= 3.72183D+01 |proj g|= 4.00670D+00
At iterate 1256 f= 3.72180D+01 |proj g|= 5.17435D-01
At iterate 1257 f= 3.72179D+01 |proj g|= 4.74139D-01
At iterate 1258 f= 3.72177D+01 |proj g|= 6.51432D-01
At iterate 1259 f= 3.72175D+01 |proj g|= 1.49193D+00
At iterate 1260 f= 3.72173D+01 |proj g|= 5.98797D-01
At iterate 1261 f= 3.72172D+01 |proj g|= 3.24666D-01
At iterate 1262 f= 3.72170D+01 |proj g|= 1.36008D+00
At iterate 1263 f= 3.72169D+01 |proj g|= 6.01453D-01
At iterate 1264 f= 3.72167D+01 |proj g|= 9.38439D-01
At iterate 1265 f= 3.72164D+01 |proj g|= 4.63595D-01
At iterate 1266 f= 3.72162D+01 |proj g|= 5.66477D-01
At iterate 1267 f= 3.72159D+01 |proj g|= 1.02684D+00
At iterate 1268 f= 3.72157D+01 |proj g|= 2.31335D+00
At iterate 1269 f= 3.72155D+01 |proj g|= 4.48117D-01
At iterate 1270 f= 3.72155D+01 |proj g|= 5.65919D-01
At iterate 1271 f= 3.72153D+01 |proj g|= 6.19446D-01
At iterate 1272 f= 3.72151D+01 |proj g|= 1.15319D+00
At iterate 1273 f= 3.72150D+01 |proj g|= 1.20957D+00
At iterate 1274 f= 3.72149D+01 |proj g|= 3.59714D-01
At iterate 1275 f= 3.72148D+01 |proj g|= 1.31537D+00
At iterate 1276 f= 3.72147D+01 |proj g|= 7.66464D-01
At iterate 1277 f= 3.72147D+01 |proj g|= 5.56203D-01
At iterate 1278 f= 3.72145D+01 |proj g|= 9.18240D-01
At iterate 1279 f= 3.72144D+01 |proj g|= 8.59547D-01
At iterate 1280 f= 3.72143D+01 |proj g|= 1.61127D+00
At iterate 1281 f= 3.72141D+01 |proj g|= 6.68222D-01
At iterate 1282 f= 3.72140D+01 |proj g|= 7.20330D-01
At iterate 1283 f= 3.72138D+01 |proj g|= 7.41543D-01
At iterate 1284 f= 3.72137D+01 |proj g|= 1.47814D+00
At iterate 1285 f= 3.72135D+01 |proj g|= 3.93646D-01
At iterate 1286 f= 3.72134D+01 |proj g|= 6.39436D-01
At iterate 1287 f= 3.72132D+01 |proj g|= 5.13187D-01
At iterate 1288 f= 3.72132D+01 |proj g|= 1.34247D+00
At iterate 1289 f= 3.72131D+01 |proj g|= 6.24487D-01
At iterate 1290 f= 3.72128D+01 |proj g|= 6.80691D-01
At iterate 1291 f= 3.72127D+01 |proj g|= 1.09228D+00
At iterate 1292 f= 3.72124D+01 |proj g|= 1.06507D+00
At iterate 1293 f= 3.72122D+01 |proj g|= 1.18744D+00
At iterate 1294 f= 3.72120D+01 |proj g|= 1.19855D+00
At iterate 1295 f= 3.72119D+01 |proj g|= 1.00327D+00
At iterate 1296 f= 3.72117D+01 |proj g|= 7.26438D-01
At iterate 1297 f= 3.72115D+01 |proj g|= 4.04239D-01
At iterate 1298 f= 3.72114D+01 |proj g|= 1.78358D+00
At iterate 1299 f= 3.72112D+01 |proj g|= 6.92881D-01
At iterate 1300 f= 3.72110D+01 |proj g|= 5.26199D-01
At iterate 1301 f= 3.72109D+01 |proj g|= 2.58796D+00
At iterate 1302 f= 3.72107D+01 |proj g|= 5.58049D-01
At iterate 1303 f= 3.72106D+01 |proj g|= 5.78124D-01
At iterate 1304 f= 3.72106D+01 |proj g|= 8.14419D-01
At iterate 1305 f= 3.72104D+01 |proj g|= 7.85453D-01
At iterate 1306 f= 3.72103D+01 |proj g|= 1.72649D+00
At iterate 1307 f= 3.72102D+01 |proj g|= 5.88724D-01
At iterate 1308 f= 3.72100D+01 |proj g|= 5.35961D-01
At iterate 1309 f= 3.72098D+01 |proj g|= 7.42410D-01
At iterate 1310 f= 3.72097D+01 |proj g|= 1.66676D+00
At iterate 1311 f= 3.72095D+01 |proj g|= 4.04170D-01
At iterate 1312 f= 3.72094D+01 |proj g|= 3.00538D-01
At iterate 1313 f= 3.72092D+01 |proj g|= 6.08923D-01
At iterate 1314 f= 3.72091D+01 |proj g|= 3.28313D+00
At iterate 1315 f= 3.72089D+01 |proj g|= 7.56114D-01
At iterate 1316 f= 3.72087D+01 |proj g|= 7.07539D-01
At iterate 1317 f= 3.72085D+01 |proj g|= 7.46438D-01
At iterate 1318 f= 3.72085D+01 |proj g|= 3.64270D+00
At iterate 1319 f= 3.72083D+01 |proj g|= 1.64226D+00
At iterate 1320 f= 3.72081D+01 |proj g|= 3.90353D-01
At iterate 1321 f= 3.72080D+01 |proj g|= 9.74872D-01
At iterate 1322 f= 3.72078D+01 |proj g|= 6.19191D-01
At iterate 1323 f= 3.72076D+01 |proj g|= 9.14360D-01
At iterate 1324 f= 3.72074D+01 |proj g|= 8.55015D-01
At iterate 1325 f= 3.72072D+01 |proj g|= 6.10255D-01
At iterate 1326 f= 3.72071D+01 |proj g|= 1.93208D+00
At iterate 1327 f= 3.72069D+01 |proj g|= 1.93947D+00
At iterate 1328 f= 3.72068D+01 |proj g|= 7.79512D-01
At iterate 1329 f= 3.72067D+01 |proj g|= 3.62598D-01
At iterate 1330 f= 3.72067D+01 |proj g|= 4.79253D-01
At iterate 1331 f= 3.72065D+01 |proj g|= 1.94373D+00
At iterate 1332 f= 3.72062D+01 |proj g|= 1.30279D+00
At iterate 1333 f= 3.72059D+01 |proj g|= 6.78387D-01
At iterate 1334 f= 3.72057D+01 |proj g|= 5.19544D-01
At iterate 1335 f= 3.72055D+01 |proj g|= 7.94446D-01
At iterate 1336 f= 3.72053D+01 |proj g|= 7.04079D-01
At iterate 1337 f= 3.72051D+01 |proj g|= 9.27184D-01
At iterate 1338 f= 3.72049D+01 |proj g|= 1.85658D+00
At iterate 1339 f= 3.72047D+01 |proj g|= 6.22456D-01
At iterate 1340 f= 3.72045D+01 |proj g|= 2.58264D-01
At iterate 1341 f= 3.72043D+01 |proj g|= 9.82480D-01
At iterate 1342 f= 3.72041D+01 |proj g|= 9.38725D-01
At iterate 1343 f= 3.72040D+01 |proj g|= 2.47479D+00
At iterate 1344 f= 3.72039D+01 |proj g|= 6.06740D-01
At iterate 1345 f= 3.72038D+01 |proj g|= 3.56163D-01
At iterate 1346 f= 3.72037D+01 |proj g|= 7.75716D-01
At iterate 1347 f= 3.72035D+01 |proj g|= 6.62804D-01
At iterate 1348 f= 3.72034D+01 |proj g|= 1.47600D+00
At iterate 1349 f= 3.72031D+01 |proj g|= 3.73218D-01
At iterate 1350 f= 3.72030D+01 |proj g|= 5.76574D-01
At iterate 1351 f= 3.72029D+01 |proj g|= 1.01432D+00
At iterate 1352 f= 3.72027D+01 |proj g|= 1.26658D+00
At iterate 1353 f= 3.72025D+01 |proj g|= 5.71334D-01
At iterate 1354 f= 3.72023D+01 |proj g|= 4.67972D-01
At iterate 1355 f= 3.72021D+01 |proj g|= 8.30260D-01
At iterate 1356 f= 3.72019D+01 |proj g|= 9.64536D-01
At iterate 1357 f= 3.72017D+01 |proj g|= 2.95318D+00
At iterate 1358 f= 3.72014D+01 |proj g|= 9.14312D-01
At iterate 1359 f= 3.72013D+01 |proj g|= 3.39217D-01
At iterate 1360 f= 3.72012D+01 |proj g|= 5.26183D-01
At iterate 1361 f= 3.72010D+01 |proj g|= 1.35903D+00
At iterate 1362 f= 3.72007D+01 |proj g|= 1.26167D+00
At iterate 1363 f= 3.72005D+01 |proj g|= 6.16792D-01
At iterate 1364 f= 3.72003D+01 |proj g|= 5.62420D-01
At iterate 1365 f= 3.72001D+01 |proj g|= 1.24145D+00
At iterate 1366 f= 3.71998D+01 |proj g|= 1.29428D+00
At iterate 1367 f= 3.71995D+01 |proj g|= 2.14843D+00
At iterate 1368 f= 3.71992D+01 |proj g|= 7.07483D-01
At iterate 1369 f= 3.71991D+01 |proj g|= 2.99137D-01
At iterate 1370 f= 3.71989D+01 |proj g|= 5.31010D-01
At iterate 1371 f= 3.71988D+01 |proj g|= 2.88504D+00
At iterate 1372 f= 3.71985D+01 |proj g|= 1.30633D+00
At iterate 1373 f= 3.71983D+01 |proj g|= 3.84596D-01
At iterate 1374 f= 3.71982D+01 |proj g|= 5.74459D-01
At iterate 1375 f= 3.71979D+01 |proj g|= 1.40927D+00
At iterate 1376 f= 3.71977D+01 |proj g|= 1.35208D+00
At iterate 1377 f= 3.71976D+01 |proj g|= 4.94372D-01
At iterate 1378 f= 3.71974D+01 |proj g|= 4.87911D-01
At iterate 1379 f= 3.71973D+01 |proj g|= 7.07346D-01
At iterate 1380 f= 3.71971D+01 |proj g|= 1.43636D+00
At iterate 1381 f= 3.71969D+01 |proj g|= 4.38731D-01
At iterate 1382 f= 3.71968D+01 |proj g|= 3.23329D-01
At iterate 1383 f= 3.71967D+01 |proj g|= 1.72267D+00
At iterate 1384 f= 3.71964D+01 |proj g|= 1.04281D+00
At iterate 1385 f= 3.71961D+01 |proj g|= 1.31003D+00
At iterate 1386 f= 3.71959D+01 |proj g|= 1.01227D+00
At iterate 1387 f= 3.71958D+01 |proj g|= 6.33694D-01
At iterate 1388 f= 3.71957D+01 |proj g|= 4.56735D-01
At iterate 1389 f= 3.71957D+01 |proj g|= 1.79610D+00
At iterate 1390 f= 3.71956D+01 |proj g|= 1.02199D+00
At iterate 1391 f= 3.71955D+01 |proj g|= 3.51465D-01
At iterate 1392 f= 3.71954D+01 |proj g|= 4.45093D-01
At iterate 1393 f= 3.71951D+01 |proj g|= 7.77425D-01
At iterate 1394 f= 3.71951D+01 |proj g|= 1.50362D+00
At iterate 1395 f= 3.71949D+01 |proj g|= 1.00691D+00
At iterate 1396 f= 3.71947D+01 |proj g|= 3.05517D-01
At iterate 1397 f= 3.71946D+01 |proj g|= 3.23437D-01
At iterate 1398 f= 3.71944D+01 |proj g|= 6.18890D-01
At iterate 1399 f= 3.71943D+01 |proj g|= 2.20471D+00
At iterate 1400 f= 3.71941D+01 |proj g|= 8.17035D-01
At iterate 1401 f= 3.71939D+01 |proj g|= 5.21806D-01
At iterate 1402 f= 3.71938D+01 |proj g|= 5.78456D-01
At iterate 1403 f= 3.71938D+01 |proj g|= 1.38636D+00
At iterate 1404 f= 3.71937D+01 |proj g|= 9.34727D-01
At iterate 1405 f= 3.71936D+01 |proj g|= 3.15475D-01
At iterate 1406 f= 3.71935D+01 |proj g|= 4.83849D-01
At iterate 1407 f= 3.71934D+01 |proj g|= 2.42817D+00
At iterate 1408 f= 3.71933D+01 |proj g|= 5.73839D-01
At iterate 1409 f= 3.71932D+01 |proj g|= 8.40142D-01
At iterate 1410 f= 3.71930D+01 |proj g|= 1.72363D+00
At iterate 1411 f= 3.71928D+01 |proj g|= 1.52998D+00
At iterate 1412 f= 3.71928D+01 |proj g|= 2.34293D+00
At iterate 1413 f= 3.71925D+01 |proj g|= 2.68352D-01
At iterate 1414 f= 3.71924D+01 |proj g|= 5.20322D-01
At iterate 1415 f= 3.71923D+01 |proj g|= 8.26667D-01
At iterate 1416 f= 3.71923D+01 |proj g|= 1.45775D+00
At iterate 1417 f= 3.71922D+01 |proj g|= 8.38605D-01
At iterate 1418 f= 3.71921D+01 |proj g|= 4.06162D-01
At iterate 1419 f= 3.71920D+01 |proj g|= 5.25711D-01
At iterate 1420 f= 3.71919D+01 |proj g|= 1.07474D+00
At iterate 1421 f= 3.71918D+01 |proj g|= 9.86600D-01
At iterate 1422 f= 3.71917D+01 |proj g|= 3.11961D-01
At iterate 1423 f= 3.71916D+01 |proj g|= 2.36727D-01
At iterate 1424 f= 3.71915D+01 |proj g|= 4.50612D-01
At iterate 1425 f= 3.71915D+01 |proj g|= 2.37182D+00
At iterate 1426 f= 3.71913D+01 |proj g|= 7.97593D-01
At iterate 1427 f= 3.71912D+01 |proj g|= 2.41927D-01
At iterate 1428 f= 3.71911D+01 |proj g|= 4.81701D-01
At iterate 1429 f= 3.71910D+01 |proj g|= 6.86383D-01
At iterate 1430 f= 3.71909D+01 |proj g|= 2.75253D+00
At iterate 1431 f= 3.71907D+01 |proj g|= 3.84421D-01
At iterate 1432 f= 3.71906D+01 |proj g|= 6.16170D-01
At iterate 1433 f= 3.71906D+01 |proj g|= 5.34208D-01
At iterate 1434 f= 3.71904D+01 |proj g|= 1.13614D+00
At iterate 1435 f= 3.71903D+01 |proj g|= 1.43451D+00
At iterate 1436 f= 3.71901D+01 |proj g|= 3.03101D-01
At iterate 1437 f= 3.71901D+01 |proj g|= 2.72429D-01
At iterate 1438 f= 3.71899D+01 |proj g|= 9.09480D-01
At iterate 1439 f= 3.71898D+01 |proj g|= 7.85987D-01
At iterate 1440 f= 3.71897D+01 |proj g|= 5.48598D-01
At iterate 1441 f= 3.71896D+01 |proj g|= 3.06072D-01
At iterate 1442 f= 3.71894D+01 |proj g|= 5.46938D-01
At iterate 1443 f= 3.71893D+01 |proj g|= 1.25552D+00
At iterate 1444 f= 3.71892D+01 |proj g|= 9.26038D-01
At iterate 1445 f= 3.71890D+01 |proj g|= 6.35561D-01
At iterate 1446 f= 3.71888D+01 |proj g|= 5.50678D-01
At iterate 1447 f= 3.71887D+01 |proj g|= 1.81491D+00
At iterate 1448 f= 3.71886D+01 |proj g|= 8.50515D-01
At iterate 1449 f= 3.71885D+01 |proj g|= 3.78942D-01
At iterate 1450 f= 3.71885D+01 |proj g|= 4.06063D-01
At iterate 1451 f= 3.71884D+01 |proj g|= 5.91229D-01
At iterate 1452 f= 3.71883D+01 |proj g|= 9.21635D-01
At iterate 1453 f= 3.71881D+01 |proj g|= 5.17100D-01
At iterate 1454 f= 3.71880D+01 |proj g|= 5.22999D-01
At iterate 1455 f= 3.71879D+01 |proj g|= 8.23330D-01
At iterate 1456 f= 3.71879D+01 |proj g|= 5.41436D-01
At iterate 1457 f= 3.71878D+01 |proj g|= 3.67952D-01
At iterate 1458 f= 3.71877D+01 |proj g|= 4.02285D-01
At iterate 1459 f= 3.71877D+01 |proj g|= 6.14219D-01
At iterate 1460 f= 3.71876D+01 |proj g|= 1.08680D+00
At iterate 1461 f= 3.71875D+01 |proj g|= 3.71259D-01
At iterate 1462 f= 3.71874D+01 |proj g|= 6.23403D-01
At iterate 1463 f= 3.71873D+01 |proj g|= 5.33931D-01
At iterate 1464 f= 3.71873D+01 |proj g|= 7.56635D-01
At iterate 1465 f= 3.71872D+01 |proj g|= 2.59190D-01
At iterate 1466 f= 3.71871D+01 |proj g|= 3.13287D-01
At iterate 1467 f= 3.71871D+01 |proj g|= 6.44053D-01
At iterate 1468 f= 3.71870D+01 |proj g|= 9.81210D-01
At iterate 1469 f= 3.71869D+01 |proj g|= 3.10944D-01
At iterate 1470 f= 3.71868D+01 |proj g|= 7.46803D-01
At iterate 1471 f= 3.71868D+01 |proj g|= 3.15340D-01
At iterate 1472 f= 3.71867D+01 |proj g|= 2.11846D-01
At iterate 1473 f= 3.71867D+01 |proj g|= 8.80739D-01
At iterate 1474 f= 3.71866D+01 |proj g|= 1.67276D+00
At iterate 1475 f= 3.71866D+01 |proj g|= 3.77004D-01
At iterate 1476 f= 3.71866D+01 |proj g|= 3.42450D-01
At iterate 1477 f= 3.71865D+01 |proj g|= 7.25219D-01
At iterate 1478 f= 3.71865D+01 |proj g|= 1.00517D+00
At iterate 1479 f= 3.71864D+01 |proj g|= 8.54271D-01
At iterate 1480 f= 3.71863D+01 |proj g|= 1.25397D+00
At iterate 1481 f= 3.71862D+01 |proj g|= 5.05927D-01
At iterate 1482 f= 3.71862D+01 |proj g|= 3.68727D-01
At iterate 1483 f= 3.71862D+01 |proj g|= 5.20732D-01
At iterate 1484 f= 3.71861D+01 |proj g|= 7.87692D-01
At iterate 1485 f= 3.71860D+01 |proj g|= 3.32668D-01
At iterate 1486 f= 3.71860D+01 |proj g|= 5.16859D-01
At iterate 1487 f= 3.71860D+01 |proj g|= 1.04393D+00
At iterate 1488 f= 3.71859D+01 |proj g|= 6.30676D-01
At iterate 1489 f= 3.71859D+01 |proj g|= 4.14550D-01
At iterate 1490 f= 3.71858D+01 |proj g|= 6.12557D-01
At iterate 1491 f= 3.71857D+01 |proj g|= 7.01536D-01
At iterate 1492 f= 3.71857D+01 |proj g|= 1.11889D+00
At iterate 1493 f= 3.71856D+01 |proj g|= 8.06094D-01
At iterate 1494 f= 3.71856D+01 |proj g|= 2.61337D-01
At iterate 1495 f= 3.71856D+01 |proj g|= 2.05251D-01
At iterate 1496 f= 3.71855D+01 |proj g|= 4.72137D-01
At iterate 1497 f= 3.71855D+01 |proj g|= 6.38100D-01
At iterate 1498 f= 3.71854D+01 |proj g|= 2.30906D+00
At iterate 1499 f= 3.71853D+01 |proj g|= 5.39663D-01
At iterate 1500 f= 3.71853D+01 |proj g|= 1.59311D-01
At iterate 1501 f= 3.71853D+01 |proj g|= 5.63054D-01
At iterate 1502 f= 3.71852D+01 |proj g|= 6.16495D-01
At iterate 1503 f= 3.71852D+01 |proj g|= 9.52258D-01
At iterate 1504 f= 3.71851D+01 |proj g|= 9.34694D-01
At iterate 1505 f= 3.71851D+01 |proj g|= 3.53634D-01
At iterate 1506 f= 3.71850D+01 |proj g|= 4.79407D-01
At iterate 1507 f= 3.71850D+01 |proj g|= 5.63963D-01
At iterate 1508 f= 3.71850D+01 |proj g|= 6.97727D-01
At iterate 1509 f= 3.71849D+01 |proj g|= 5.76483D-01
At iterate 1510 f= 3.71849D+01 |proj g|= 2.31144D-01
At iterate 1511 f= 3.71848D+01 |proj g|= 3.36120D-01
At iterate 1512 f= 3.71848D+01 |proj g|= 6.53687D-01
At iterate 1513 f= 3.71848D+01 |proj g|= 2.71117D-01
At iterate 1514 f= 3.71847D+01 |proj g|= 3.62056D-01
At iterate 1515 f= 3.71847D+01 |proj g|= 5.53044D-01
At iterate 1516 f= 3.71846D+01 |proj g|= 4.87083D-01
At iterate 1517 f= 3.71846D+01 |proj g|= 1.17448D+00
At iterate 1518 f= 3.71845D+01 |proj g|= 4.46546D-01
At iterate 1519 f= 3.71845D+01 |proj g|= 2.50911D-01
At iterate 1520 f= 3.71844D+01 |proj g|= 2.81653D-01
At iterate 1521 f= 3.71844D+01 |proj g|= 5.22257D-01
At iterate 1522 f= 3.71844D+01 |proj g|= 1.72607D+00
At iterate 1523 f= 3.71843D+01 |proj g|= 6.24137D-01
At iterate 1524 f= 3.71843D+01 |proj g|= 1.83343D-01
At iterate 1525 f= 3.71843D+01 |proj g|= 2.79610D-01
At iterate 1526 f= 3.71842D+01 |proj g|= 1.83798D-01
At iterate 1527 f= 3.71842D+01 |proj g|= 5.88630D-01
At iterate 1528 f= 3.71842D+01 |proj g|= 3.14286D-01
At iterate 1529 f= 3.71841D+01 |proj g|= 2.10296D-01
At iterate 1530 f= 3.71841D+01 |proj g|= 1.27476D+00
At iterate 1531 f= 3.71841D+01 |proj g|= 3.69111D-01
At iterate 1532 f= 3.71841D+01 |proj g|= 2.06921D-01
At iterate 1533 f= 3.71840D+01 |proj g|= 4.20590D-01
At iterate 1534 f= 3.71840D+01 |proj g|= 5.78717D-01
At iterate 1535 f= 3.71840D+01 |proj g|= 8.83903D-01
At iterate 1536 f= 3.71839D+01 |proj g|= 2.14247D-01
At iterate 1537 f= 3.71839D+01 |proj g|= 3.04753D-01
At iterate 1538 f= 3.71839D+01 |proj g|= 6.18439D-01
At iterate 1539 f= 3.71838D+01 |proj g|= 7.35143D-01
At iterate 1540 f= 3.71838D+01 |proj g|= 1.07416D+00
At iterate 1541 f= 3.71838D+01 |proj g|= 6.00472D-01
At iterate 1542 f= 3.71837D+01 |proj g|= 2.17263D-01
At iterate 1543 f= 3.71836D+01 |proj g|= 6.73278D-01
At iterate 1544 f= 3.71836D+01 |proj g|= 5.48309D-01
At iterate 1545 f= 3.71836D+01 |proj g|= 3.44627D-01
At iterate 1546 f= 3.71835D+01 |proj g|= 2.23567D-01
At iterate 1547 f= 3.71834D+01 |proj g|= 1.32095D+00
At iterate 1548 f= 3.71834D+01 |proj g|= 8.94328D-01
At iterate 1549 f= 3.71833D+01 |proj g|= 2.64612D-01
At iterate 1550 f= 3.71832D+01 |proj g|= 4.86461D-01
At iterate 1551 f= 3.71832D+01 |proj g|= 4.49670D-01
At iterate 1552 f= 3.71831D+01 |proj g|= 6.24470D-01
At iterate 1553 f= 3.71830D+01 |proj g|= 3.62246D-01
At iterate 1554 f= 3.71830D+01 |proj g|= 1.37853D+00
At iterate 1555 f= 3.71829D+01 |proj g|= 2.24018D-01
At iterate 1556 f= 3.71829D+01 |proj g|= 3.80389D-01
At iterate 1557 f= 3.71829D+01 |proj g|= 6.94041D-01
At iterate 1558 f= 3.71828D+01 |proj g|= 6.66084D-01
At iterate 1559 f= 3.71827D+01 |proj g|= 5.79799D-01
At iterate 1560 f= 3.71827D+01 |proj g|= 7.74482D-01
At iterate 1561 f= 3.71827D+01 |proj g|= 8.13690D-01
At iterate 1562 f= 3.71826D+01 |proj g|= 2.33258D-01
At iterate 1563 f= 3.71826D+01 |proj g|= 1.60885D-01
At iterate 1564 f= 3.71826D+01 |proj g|= 3.03180D-01
At iterate 1565 f= 3.71825D+01 |proj g|= 4.17915D-01
At iterate 1566 f= 3.71825D+01 |proj g|= 7.84311D-01
At iterate 1567 f= 3.71824D+01 |proj g|= 6.54023D-01
At iterate 1568 f= 3.71824D+01 |proj g|= 2.63461D-01
At iterate 1569 f= 3.71824D+01 |proj g|= 3.72885D-01
At iterate 1570 f= 3.71824D+01 |proj g|= 2.28060D-01
At iterate 1571 f= 3.71823D+01 |proj g|= 2.09994D-01
At iterate 1572 f= 3.71823D+01 |proj g|= 1.09221D+00
At iterate 1573 f= 3.71822D+01 |proj g|= 3.35687D-01
At iterate 1574 f= 3.71821D+01 |proj g|= 3.14441D-01
At iterate 1575 f= 3.71821D+01 |proj g|= 2.53097D-01
At iterate 1576 f= 3.71821D+01 |proj g|= 3.40995D-01
At iterate 1577 f= 3.71820D+01 |proj g|= 2.98544D-01
At iterate 1578 f= 3.71820D+01 |proj g|= 8.40864D-01
At iterate 1579 f= 3.71819D+01 |proj g|= 4.41392D-01
At iterate 1580 f= 3.71819D+01 |proj g|= 2.36436D-01
At iterate 1581 f= 3.71818D+01 |proj g|= 5.04156D-01
At iterate 1582 f= 3.71818D+01 |proj g|= 6.07448D-01
At iterate 1583 f= 3.71817D+01 |proj g|= 4.46896D-01
At iterate 1584 f= 3.71817D+01 |proj g|= 8.24230D-01
At iterate 1585 f= 3.71816D+01 |proj g|= 5.02741D-01
At iterate 1586 f= 3.71816D+01 |proj g|= 1.75069D-01
At iterate 1587 f= 3.71815D+01 |proj g|= 2.84081D-01
At iterate 1588 f= 3.71815D+01 |proj g|= 9.42803D-01
At iterate 1589 f= 3.71814D+01 |proj g|= 2.60542D-01
At iterate 1590 f= 3.71814D+01 |proj g|= 1.82780D-01
At iterate 1591 f= 3.71814D+01 |proj g|= 1.83920D-01
At iterate 1592 f= 3.71814D+01 |proj g|= 2.92519D-01
At iterate 1593 f= 3.71813D+01 |proj g|= 6.61442D-01
At iterate 1594 f= 3.71813D+01 |proj g|= 2.76671D-01
At iterate 1595 f= 3.71813D+01 |proj g|= 4.78495D-01
At iterate 1596 f= 3.71812D+01 |proj g|= 2.75141D-01
At iterate 1597 f= 3.71812D+01 |proj g|= 4.57926D-01
At iterate 1598 f= 3.71812D+01 |proj g|= 2.65027D-01
At iterate 1599 f= 3.71812D+01 |proj g|= 4.70264D-01
At iterate 1600 f= 3.71811D+01 |proj g|= 6.09332D-01
At iterate 1601 f= 3.71811D+01 |proj g|= 3.95885D-01
At iterate 1602 f= 3.71810D+01 |proj g|= 2.51128D-01
At iterate 1603 f= 3.71810D+01 |proj g|= 2.06011D-01
At iterate 1604 f= 3.71810D+01 |proj g|= 1.85529D-01
At iterate 1605 f= 3.71809D+01 |proj g|= 8.17571D-01
At iterate 1606 f= 3.71809D+01 |proj g|= 2.46542D-01
At iterate 1607 f= 3.71809D+01 |proj g|= 1.85590D-01
At iterate 1608 f= 3.71809D+01 |proj g|= 3.42079D-01
At iterate 1609 f= 3.71809D+01 |proj g|= 1.22096D+00
At iterate 1610 f= 3.71809D+01 |proj g|= 4.91733D-01
At iterate 1611 f= 3.71808D+01 |proj g|= 1.62926D-01
At iterate 1612 f= 3.71808D+01 |proj g|= 5.22043D-01
At iterate 1613 f= 3.71808D+01 |proj g|= 5.20492D-01
At iterate 1614 f= 3.71808D+01 |proj g|= 9.24169D-01
At iterate 1615 f= 3.71807D+01 |proj g|= 2.70629D-01
At iterate 1616 f= 3.71807D+01 |proj g|= 3.71703D-01
At iterate 1617 f= 3.71806D+01 |proj g|= 5.74905D-01
At iterate 1618 f= 3.71806D+01 |proj g|= 8.27002D-01
At iterate 1619 f= 3.71806D+01 |proj g|= 4.32399D-01
At iterate 1620 f= 3.71806D+01 |proj g|= 2.79773D-01
At iterate 1621 f= 3.71805D+01 |proj g|= 6.19874D-01
At iterate 1622 f= 3.71805D+01 |proj g|= 5.82581D-01
At iterate 1623 f= 3.71805D+01 |proj g|= 1.34086D+00
At iterate 1624 f= 3.71804D+01 |proj g|= 6.37150D-01
At iterate 1625 f= 3.71804D+01 |proj g|= 1.82393D-01
At iterate 1626 f= 3.71804D+01 |proj g|= 3.59797D-01
At iterate 1627 f= 3.71804D+01 |proj g|= 4.93317D-01
At iterate 1628 f= 3.71803D+01 |proj g|= 5.53634D-01
At iterate 1629 f= 3.71803D+01 |proj g|= 6.20221D-01
At iterate 1630 f= 3.71803D+01 |proj g|= 2.03444D-01
At iterate 1631 f= 3.71803D+01 |proj g|= 1.77809D-01
At iterate 1632 f= 3.71803D+01 |proj g|= 4.84668D-01
At iterate 1633 f= 3.71803D+01 |proj g|= 3.16685D-01
At iterate 1634 f= 3.71802D+01 |proj g|= 1.89057D-01
At iterate 1635 f= 3.71802D+01 |proj g|= 2.86159D-01
At iterate 1636 f= 3.71802D+01 |proj g|= 1.30165D-01
At iterate 1637 f= 3.71802D+01 |proj g|= 5.68253D-01
At iterate 1638 f= 3.71802D+01 |proj g|= 1.91734D-01
At iterate 1639 f= 3.71802D+01 |proj g|= 3.26731D-01
At iterate 1640 f= 3.71802D+01 |proj g|= 4.72557D-01
At iterate 1641 f= 3.71802D+01 |proj g|= 7.68201D-01
At iterate 1642 f= 3.71801D+01 |proj g|= 1.35877D-01
At iterate 1643 f= 3.71801D+01 |proj g|= 1.08087D-01
At iterate 1644 f= 3.71801D+01 |proj g|= 2.40008D-01
At iterate 1645 f= 3.71801D+01 |proj g|= 3.08442D-01
At iterate 1646 f= 3.71801D+01 |proj g|= 7.36465D-01
At iterate 1647 f= 3.71801D+01 |proj g|= 3.53778D-01
At iterate 1648 f= 3.71800D+01 |proj g|= 2.03031D-01
At iterate 1649 f= 3.71800D+01 |proj g|= 2.59827D-01
At iterate 1650 f= 3.71800D+01 |proj g|= 3.02000D-01
At iterate 1651 f= 3.71800D+01 |proj g|= 3.67903D-01
At iterate 1652 f= 3.71800D+01 |proj g|= 3.76175D-01
At iterate 1653 f= 3.71800D+01 |proj g|= 4.94814D-01
At iterate 1654 f= 3.71799D+01 |proj g|= 4.81683D-01
At iterate 1655 f= 3.71799D+01 |proj g|= 2.65932D-01
At iterate 1656 f= 3.71799D+01 |proj g|= 2.39827D-01
At iterate 1657 f= 3.71799D+01 |proj g|= 3.38076D-01
At iterate 1658 f= 3.71799D+01 |proj g|= 5.14627D-01
At iterate 1659 f= 3.71799D+01 |proj g|= 4.24520D-01
At iterate 1660 f= 3.71799D+01 |proj g|= 1.83597D-01
At iterate 1661 f= 3.71798D+01 |proj g|= 9.31692D-02
At iterate 1662 f= 3.71798D+01 |proj g|= 6.39161D-01
At iterate 1663 f= 3.71798D+01 |proj g|= 1.98920D-01
At iterate 1664 f= 3.71798D+01 |proj g|= 1.75491D-01
At iterate 1665 f= 3.71798D+01 |proj g|= 2.55369D-01
At iterate 1666 f= 3.71798D+01 |proj g|= 3.79493D-01
At iterate 1667 f= 3.71797D+01 |proj g|= 2.13942D-01
At iterate 1668 f= 3.71797D+01 |proj g|= 3.36718D-01
At iterate 1669 f= 3.71797D+01 |proj g|= 4.22414D-01
At iterate 1670 f= 3.71797D+01 |proj g|= 2.26118D-01
At iterate 1671 f= 3.71797D+01 |proj g|= 1.37131D-01
At iterate 1672 f= 3.71797D+01 |proj g|= 4.20633D-01
At iterate 1673 f= 3.71796D+01 |proj g|= 3.51424D-01
At iterate 1674 f= 3.71796D+01 |proj g|= 2.64373D-01
At iterate 1675 f= 3.71796D+01 |proj g|= 1.77391D-01
At iterate 1676 f= 3.71796D+01 |proj g|= 2.37278D-01
At iterate 1677 f= 3.71796D+01 |proj g|= 1.63689D-01
At iterate 1678 f= 3.71796D+01 |proj g|= 9.97286D-02
At iterate 1679 f= 3.71796D+01 |proj g|= 9.03231D-02
At iterate 1680 f= 3.71796D+01 |proj g|= 5.31659D-01
At iterate 1681 f= 3.71795D+01 |proj g|= 4.91903D-01
At iterate 1682 f= 3.71795D+01 |proj g|= 1.41253D-01
At iterate 1683 f= 3.71795D+01 |proj g|= 1.50273D-01
At iterate 1684 f= 3.71795D+01 |proj g|= 8.02423D-01
At iterate 1685 f= 3.71795D+01 |proj g|= 4.50192D-01
At iterate 1686 f= 3.71795D+01 |proj g|= 1.17948D-01
At iterate 1687 f= 3.71795D+01 |proj g|= 1.92566D-01
At iterate 1688 f= 3.71794D+01 |proj g|= 3.12820D-01
At iterate 1689 f= 3.71794D+01 |proj g|= 5.20001D-01
At iterate 1690 f= 3.71794D+01 |proj g|= 7.83561D-02
At iterate 1691 f= 3.71794D+01 |proj g|= 7.12305D-02
At iterate 1692 f= 3.71794D+01 |proj g|= 2.48818D-01
At iterate 1693 f= 3.71794D+01 |proj g|= 3.26134D-01
At iterate 1694 f= 3.71794D+01 |proj g|= 1.08570D-01
At iterate 1695 f= 3.71794D+01 |proj g|= 7.94565D-02
At iterate 1696 f= 3.71794D+01 |proj g|= 1.07617D-01
At iterate 1697 f= 3.71794D+01 |proj g|= 5.85871D-01
At iterate 1698 f= 3.71794D+01 |proj g|= 3.41026D-01
At iterate 1699 f= 3.71794D+01 |proj g|= 8.76298D-02
At iterate 1700 f= 3.71794D+01 |proj g|= 8.55169D-02
At iterate 1701 f= 3.71793D+01 |proj g|= 1.71688D-01
At iterate 1702 f= 3.71793D+01 |proj g|= 2.44117D-01
At iterate 1703 f= 3.71793D+01 |proj g|= 8.52536D-02
At iterate 1704 f= 3.71793D+01 |proj g|= 5.76483D-02
At iterate 1705 f= 3.71793D+01 |proj g|= 1.30708D-01
At iterate 1706 f= 3.71793D+01 |proj g|= 1.63010D-01
At iterate 1707 f= 3.71793D+01 |proj g|= 2.77912D-01
At iterate 1708 f= 3.71793D+01 |proj g|= 4.05931D-01
At iterate 1709 f= 3.71793D+01 |proj g|= 4.91620D-02
At iterate 1710 f= 3.71793D+01 |proj g|= 5.85870D-02
At iterate 1711 f= 3.71793D+01 |proj g|= 1.54024D-01
At iterate 1712 f= 3.71793D+01 |proj g|= 1.71817D-01
At iterate 1713 f= 3.71793D+01 |proj g|= 1.13868D-01
At iterate 1714 f= 3.71793D+01 |proj g|= 2.95465D-01
At iterate 1715 f= 3.71793D+01 |proj g|= 1.31261D-01
At iterate 1716 f= 3.71793D+01 |proj g|= 6.27096D-02
At iterate 1717 f= 3.71792D+01 |proj g|= 1.53970D-01
At iterate 1718 f= 3.71792D+01 |proj g|= 1.60210D-01
At iterate 1719 f= 3.71792D+01 |proj g|= 5.27299D-01
At iterate 1720 f= 3.71792D+01 |proj g|= 1.23735D-01
At iterate 1721 f= 3.71792D+01 |proj g|= 9.42213D-02
At iterate 1722 f= 3.71792D+01 |proj g|= 2.21106D-01
At iterate 1723 f= 3.71792D+01 |proj g|= 3.20719D-01
At iterate 1724 f= 3.71792D+01 |proj g|= 3.86123D-01
At iterate 1725 f= 3.71792D+01 |proj g|= 1.03213D-01
At iterate 1726 f= 3.71792D+01 |proj g|= 8.68651D-02
At iterate 1727 f= 3.71792D+01 |proj g|= 4.52893D-01
At iterate 1728 f= 3.71792D+01 |proj g|= 2.62983D-01
At iterate 1729 f= 3.71792D+01 |proj g|= 9.75309D-02
At iterate 1730 f= 3.71792D+01 |proj g|= 6.89486D-02
At iterate 1731 f= 3.71791D+01 |proj g|= 1.02326D-01
At iterate 1732 f= 3.71791D+01 |proj g|= 5.56149D-01
At iterate 1733 f= 3.71791D+01 |proj g|= 1.34068D-01
At iterate 1734 f= 3.71791D+01 |proj g|= 4.99441D-02
At iterate 1735 f= 3.71791D+01 |proj g|= 2.46039D-01
At iterate 1736 f= 3.71791D+01 |proj g|= 4.98307D-01
At iterate 1737 f= 3.71791D+01 |proj g|= 1.92846D-01
At iterate 1738 f= 3.71791D+01 |proj g|= 1.71741D-01
At iterate 1739 f= 3.71791D+01 |proj g|= 3.02235D-01
At iterate 1740 f= 3.71791D+01 |proj g|= 2.82695D-01
At iterate 1741 f= 3.71791D+01 |proj g|= 2.47894D-01
At iterate 1742 f= 3.71791D+01 |proj g|= 1.73893D-01
At iterate 1743 f= 3.71791D+01 |proj g|= 2.02801D-01
At iterate 1744 f= 3.71790D+01 |proj g|= 3.29107D-01
At iterate 1745 f= 3.71790D+01 |proj g|= 2.24788D-01
At iterate 1746 f= 3.71790D+01 |proj g|= 1.92616D-01
At iterate 1747 f= 3.71790D+01 |proj g|= 1.27963D-01
At iterate 1748 f= 3.71790D+01 |proj g|= 3.48173D-01
At iterate 1749 f= 3.71790D+01 |proj g|= 3.13915D-01
At iterate 1750 f= 3.71790D+01 |proj g|= 2.82982D-01
At iterate 1751 f= 3.71790D+01 |proj g|= 1.68503D-01
At iterate 1752 f= 3.71790D+01 |proj g|= 2.39957D-01
At iterate 1753 f= 3.71790D+01 |proj g|= 3.09054D-01
At iterate 1754 f= 3.71790D+01 |proj g|= 3.13379D-01
At iterate 1755 f= 3.71790D+01 |proj g|= 1.36304D-01
At iterate 1756 f= 3.71790D+01 |proj g|= 1.78396D-01
At iterate 1757 f= 3.71790D+01 |proj g|= 3.03643D-01
At iterate 1758 f= 3.71790D+01 |proj g|= 3.35097D-01
At iterate 1759 f= 3.71790D+01 |proj g|= 5.21689D-01
At iterate 1760 f= 3.71790D+01 |proj g|= 2.37983D-01
At iterate 1761 f= 3.71790D+01 |proj g|= 7.26887D-02
At iterate 1762 f= 3.71790D+01 |proj g|= 1.75361D-01
At iterate 1763 f= 3.71789D+01 |proj g|= 2.03680D-01
At iterate 1764 f= 3.71789D+01 |proj g|= 3.30402D-01
At iterate 1765 f= 3.71789D+01 |proj g|= 2.93871D-01
At iterate 1766 f= 3.71789D+01 |proj g|= 1.46537D-01
At iterate 1767 f= 3.71789D+01 |proj g|= 2.15850D-01
At iterate 1768 f= 3.71789D+01 |proj g|= 1.81104D-01
At iterate 1769 f= 3.71789D+01 |proj g|= 1.39188D-01
At iterate 1770 f= 3.71789D+01 |proj g|= 6.00507D-01
At iterate 1771 f= 3.71789D+01 |proj g|= 3.00141D-01
At iterate 1772 f= 3.71789D+01 |proj g|= 8.70382D-02
At iterate 1773 f= 3.71789D+01 |proj g|= 9.04237D-02
At iterate 1774 f= 3.71789D+01 |proj g|= 9.68822D-02
At iterate 1775 f= 3.71789D+01 |proj g|= 2.13513D-01
At iterate 1776 f= 3.71789D+01 |proj g|= 7.52474D-02
At iterate 1777 f= 3.71789D+01 |proj g|= 8.93042D-01
At iterate 1778 f= 3.71789D+01 |proj g|= 1.71714D-01
At iterate 1779 f= 3.71789D+01 |proj g|= 7.76657D-02
At iterate 1780 f= 3.71788D+01 |proj g|= 6.03362D-02
At iterate 1781 f= 3.71788D+01 |proj g|= 2.06655D-01
At iterate 1782 f= 3.71788D+01 |proj g|= 1.09294D-01
At iterate 1783 f= 3.71788D+01 |proj g|= 4.40257D-01
At iterate 1784 f= 3.71788D+01 |proj g|= 2.20376D-01
At iterate 1785 f= 3.71788D+01 |proj g|= 1.10241D-01
At iterate 1786 f= 3.71788D+01 |proj g|= 1.86175D-01
At iterate 1787 f= 3.71788D+01 |proj g|= 2.48057D-01
At iterate 1788 f= 3.71788D+01 |proj g|= 3.83619D-01
At iterate 1789 f= 3.71788D+01 |proj g|= 1.88816D-01
At iterate 1790 f= 3.71788D+01 |proj g|= 2.06529D-01
At iterate 1791 f= 3.71788D+01 |proj g|= 2.10133D-01
At iterate 1792 f= 3.71788D+01 |proj g|= 2.18820D-01
At iterate 1793 f= 3.71788D+01 |proj g|= 1.96872D-01
At iterate 1794 f= 3.71788D+01 |proj g|= 1.70942D-01
At iterate 1795 f= 3.71788D+01 |proj g|= 1.61149D-01
At iterate 1796 f= 3.71788D+01 |proj g|= 5.13679D-01
At iterate 1797 f= 3.71787D+01 |proj g|= 1.90884D-01
At iterate 1798 f= 3.71787D+01 |proj g|= 8.70924D-02
At iterate 1799 f= 3.71787D+01 |proj g|= 1.88619D-01
At iterate 1800 f= 3.71787D+01 |proj g|= 1.65002D-01
At iterate 1801 f= 3.71787D+01 |proj g|= 2.20684D-01
At iterate 1802 f= 3.71787D+01 |proj g|= 1.82107D-01
At iterate 1803 f= 3.71787D+01 |proj g|= 2.18820D-01
At iterate 1804 f= 3.71787D+01 |proj g|= 8.82442D-01
At iterate 1805 f= 3.71787D+01 |proj g|= 1.74591D-01
At iterate 1806 f= 3.71787D+01 |proj g|= 8.15189D-02
At iterate 1807 f= 3.71787D+01 |proj g|= 2.16458D-01
At iterate 1808 f= 3.71787D+01 |proj g|= 2.19529D-01
At iterate 1809 f= 3.71787D+01 |proj g|= 5.24666D-01
At iterate 1810 f= 3.71787D+01 |proj g|= 9.40580D-02
At iterate 1811 f= 3.71787D+01 |proj g|= 1.00971D-01
At iterate 1812 f= 3.71787D+01 |proj g|= 2.92004D-01
At iterate 1813 f= 3.71787D+01 |proj g|= 2.78766D-01
At iterate 1814 f= 3.71787D+01 |proj g|= 4.63866D-01
At iterate 1815 f= 3.71787D+01 |proj g|= 1.62991D-01
At iterate 1816 f= 3.71787D+01 |proj g|= 6.02784D-02
At iterate 1817 f= 3.71787D+01 |proj g|= 1.70904D-01
At iterate 1818 f= 3.71787D+01 |proj g|= 2.24379D-01
At iterate 1819 f= 3.71787D+01 |proj g|= 4.58493D-01
At iterate 1820 f= 3.71786D+01 |proj g|= 1.50990D-01
At iterate 1821 f= 3.71786D+01 |proj g|= 8.76396D-02
At iterate 1822 f= 3.71786D+01 |proj g|= 1.62335D-01
At iterate 1823 f= 3.71786D+01 |proj g|= 4.29050D-01
At iterate 1824 f= 3.71786D+01 |proj g|= 2.17379D-01
At iterate 1825 f= 3.71786D+01 |proj g|= 1.19463D-01
At iterate 1826 f= 3.71786D+01 |proj g|= 3.14443D-01
At iterate 1827 f= 3.71786D+01 |proj g|= 1.86464D-01
At iterate 1828 f= 3.71786D+01 |proj g|= 2.02720D-01
At iterate 1829 f= 3.71786D+01 |proj g|= 2.71324D-01
At iterate 1830 f= 3.71786D+01 |proj g|= 1.36087D-01
At iterate 1831 f= 3.71786D+01 |proj g|= 1.30425D-01
At iterate 1832 f= 3.71786D+01 |proj g|= 1.81507D-01
At iterate 1833 f= 3.71786D+01 |proj g|= 1.20786D-01
At iterate 1834 f= 3.71785D+01 |proj g|= 1.44043D-01
At iterate 1835 f= 3.71785D+01 |proj g|= 1.90219D-01
At iterate 1836 f= 3.71785D+01 |proj g|= 1.09658D-01
At iterate 1837 f= 3.71785D+01 |proj g|= 1.82490D-01
At iterate 1838 f= 3.71785D+01 |proj g|= 2.02428D-01
At iterate 1839 f= 3.71785D+01 |proj g|= 1.98624D-01
At iterate 1840 f= 3.71785D+01 |proj g|= 2.44669D-01
At iterate 1841 f= 3.71785D+01 |proj g|= 7.06334D-02
At iterate 1842 f= 3.71785D+01 |proj g|= 1.49818D-01
At iterate 1843 f= 3.71785D+01 |proj g|= 1.73262D-01
At iterate 1844 f= 3.71785D+01 |proj g|= 3.22956D-01
At iterate 1845 f= 3.71785D+01 |proj g|= 1.09864D-01
At iterate 1846 f= 3.71785D+01 |proj g|= 1.26990D-01
At iterate 1847 f= 3.71785D+01 |proj g|= 6.36858D-02
At iterate 1848 f= 3.71785D+01 |proj g|= 2.12044D-01
At iterate 1849 f= 3.71785D+01 |proj g|= 9.70241D-02
At iterate 1850 f= 3.71785D+01 |proj g|= 1.53256D-01
At iterate 1851 f= 3.71785D+01 |proj g|= 1.20649D-01
At iterate 1852 f= 3.71785D+01 |proj g|= 7.09385D-02
At iterate 1853 f= 3.71785D+01 |proj g|= 1.17609D-01
At iterate 1854 f= 3.71785D+01 |proj g|= 1.60600D-01
At iterate 1855 f= 3.71785D+01 |proj g|= 1.20028D-01
At iterate 1856 f= 3.71784D+01 |proj g|= 2.38325D-01
At iterate 1857 f= 3.71784D+01 |proj g|= 3.94350D-01
At iterate 1858 f= 3.71784D+01 |proj g|= 8.51114D-02
At iterate 1859 f= 3.71784D+01 |proj g|= 1.15992D-01
At iterate 1860 f= 3.71784D+01 |proj g|= 1.16504D-01
At iterate 1861 f= 3.71784D+01 |proj g|= 1.62796D-01
At iterate 1862 f= 3.71784D+01 |proj g|= 1.88164D-01
At iterate 1863 f= 3.71784D+01 |proj g|= 6.20898D-02
At iterate 1864 f= 3.71784D+01 |proj g|= 1.82550D-01
At iterate 1865 f= 3.71784D+01 |proj g|= 1.07267D-01
At iterate 1866 f= 3.71784D+01 |proj g|= 1.12272D-01
At iterate 1867 f= 3.71784D+01 |proj g|= 2.08781D-01
At iterate 1868 f= 3.71784D+01 |proj g|= 1.67607D-01
At iterate 1869 f= 3.71784D+01 |proj g|= 1.08086D-01
At iterate 1870 f= 3.71784D+01 |proj g|= 6.92311D-02
At iterate 1871 f= 3.71784D+01 |proj g|= 3.79728D-01
At iterate 1872 f= 3.71784D+01 |proj g|= 1.27692D-01
At iterate 1873 f= 3.71784D+01 |proj g|= 5.92016D-02
At iterate 1874 f= 3.71784D+01 |proj g|= 1.33869D-01
At iterate 1875 f= 3.71784D+01 |proj g|= 1.24090D-01
At iterate 1876 f= 3.71784D+01 |proj g|= 2.43139D-01
At iterate 1877 f= 3.71784D+01 |proj g|= 5.02990D-02
At iterate 1878 f= 3.71784D+01 |proj g|= 9.71922D-02
At iterate 1879 f= 3.71784D+01 |proj g|= 2.23240D-01
At iterate 1880 f= 3.71784D+01 |proj g|= 2.54277D-01
At iterate 1881 f= 3.71784D+01 |proj g|= 2.86121D-01
At iterate 1882 f= 3.71784D+01 |proj g|= 1.31631D-01
At iterate 1883 f= 3.71784D+01 |proj g|= 6.99275D-02
At iterate 1884 f= 3.71783D+01 |proj g|= 1.00166D-01
At iterate 1885 f= 3.71783D+01 |proj g|= 5.05786D-01
At iterate 1886 f= 3.71783D+01 |proj g|= 1.03060D-01
At iterate 1887 f= 3.71783D+01 |proj g|= 6.42931D-02
At iterate 1888 f= 3.71783D+01 |proj g|= 1.54170D-01
At iterate 1889 f= 3.71783D+01 |proj g|= 1.04890D-01
At iterate 1890 f= 3.71783D+01 |proj g|= 4.65641D-01
At iterate 1891 f= 3.71783D+01 |proj g|= 1.24613D-01
At iterate 1892 f= 3.71783D+01 |proj g|= 1.54086D-01
At iterate 1893 f= 3.71783D+01 |proj g|= 1.71881D-01
At iterate 1894 f= 3.71783D+01 |proj g|= 1.64522D-01
At iterate 1895 f= 3.71783D+01 |proj g|= 1.19582D-01
At iterate 1896 f= 3.71783D+01 |proj g|= 1.20977D-01
At iterate 1897 f= 3.71783D+01 |proj g|= 9.14342D-02
At iterate 1898 f= 3.71783D+01 |proj g|= 5.01542D-01
At iterate 1899 f= 3.71783D+01 |proj g|= 1.31588D-01
At iterate 1900 f= 3.71783D+01 |proj g|= 5.91741D-02
At iterate 1901 f= 3.71783D+01 |proj g|= 1.11038D-01
At iterate 1902 f= 3.71783D+01 |proj g|= 3.09379D-01
At iterate 1903 f= 3.71783D+01 |proj g|= 2.34329D-01
At iterate 1904 f= 3.71783D+01 |proj g|= 1.30944D-01
At iterate 1905 f= 3.71783D+01 |proj g|= 2.41099D-01
At iterate 1906 f= 3.71783D+01 |proj g|= 3.49260D-02
At iterate 1907 f= 3.71783D+01 |proj g|= 2.29107D-02
At iterate 1908 f= 3.71783D+01 |proj g|= 7.78071D-02
At iterate 1909 f= 3.71783D+01 |proj g|= 1.61512D-01
At iterate 1910 f= 3.71783D+01 |proj g|= 1.24864D-01
At iterate 1911 f= 3.71783D+01 |proj g|= 1.82177D-01
At iterate 1912 f= 3.71783D+01 |proj g|= 3.13929D-01
At iterate 1913 f= 3.71783D+01 |proj g|= 1.34673D-01
At iterate 1914 f= 3.71783D+01 |proj g|= 6.66828D-02
At iterate 1915 f= 3.71783D+01 |proj g|= 1.29021D-01
At iterate 1916 f= 3.71783D+01 |proj g|= 2.38444D-01
At iterate 1917 f= 3.71783D+01 |proj g|= 8.68400D-02
At iterate 1918 f= 3.71782D+01 |proj g|= 1.05217D-01
At iterate 1919 f= 3.71782D+01 |proj g|= 1.33481D-01
At iterate 1920 f= 3.71782D+01 |proj g|= 1.65323D-01
At iterate 1921 f= 3.71782D+01 |proj g|= 2.57823D-01
At iterate 1922 f= 3.71782D+01 |proj g|= 1.45725D-01
At iterate 1923 f= 3.71782D+01 |proj g|= 8.32818D-02
At iterate 1924 f= 3.71782D+01 |proj g|= 2.42730D-01
At iterate 1925 f= 3.71782D+01 |proj g|= 1.34647D-01
At iterate 1926 f= 3.71782D+01 |proj g|= 7.35850D-02
At iterate 1927 f= 3.71782D+01 |proj g|= 1.05820D-01
At iterate 1928 f= 3.71782D+01 |proj g|= 2.45444D-01
At iterate 1929 f= 3.71782D+01 |proj g|= 6.38220D-02
At iterate 1930 f= 3.71782D+01 |proj g|= 4.17416D-02
At iterate 1931 f= 3.71782D+01 |proj g|= 2.14029D-01
At iterate 1932 f= 3.71782D+01 |proj g|= 1.34030D-01
At iterate 1933 f= 3.71782D+01 |proj g|= 8.93189D-02
At iterate 1934 f= 3.71782D+01 |proj g|= 1.09897D-01
At iterate 1935 f= 3.71782D+01 |proj g|= 8.45493D-02
At iterate 1936 f= 3.71782D+01 |proj g|= 1.94371D-01
At iterate 1937 f= 3.71782D+01 |proj g|= 5.20170D-02
At iterate 1938 f= 3.71782D+01 |proj g|= 7.31446D-02
At iterate 1939 f= 3.71782D+01 |proj g|= 1.92223D-01
At iterate 1940 f= 3.71782D+01 |proj g|= 9.97935D-02
At iterate 1941 f= 3.71782D+01 |proj g|= 8.94021D-02
At iterate 1942 f= 3.71782D+01 |proj g|= 1.94094D-01
At iterate 1943 f= 3.71782D+01 |proj g|= 2.21634D-01
At iterate 1944 f= 3.71782D+01 |proj g|= 8.65857D-02
At iterate 1945 f= 3.71782D+01 |proj g|= 5.26965D-02
At iterate 1946 f= 3.71782D+01 |proj g|= 8.15339D-02
At iterate 1947 f= 3.71782D+01 |proj g|= 1.42591D-01
At iterate 1948 f= 3.71782D+01 |proj g|= 3.33931D-01
At iterate 1949 f= 3.71782D+01 |proj g|= 8.39072D-02
At iterate 1950 f= 3.71782D+01 |proj g|= 3.32574D-02
At iterate 1951 f= 3.71782D+01 |proj g|= 6.14971D-02
At iterate 1952 f= 3.71782D+01 |proj g|= 2.15035D-01
At iterate 1953 f= 3.71782D+01 |proj g|= 6.62246D-02
At iterate 1954 f= 3.71782D+01 |proj g|= 4.30412D-02
At iterate 1955 f= 3.71782D+01 |proj g|= 5.66691D-02
At iterate 1956 f= 3.71782D+01 |proj g|= 1.94886D-01
At iterate 1957 f= 3.71782D+01 |proj g|= 9.93817D-02
At iterate 1958 f= 3.71782D+01 |proj g|= 3.12333D-02
At iterate 1959 f= 3.71782D+01 |proj g|= 5.50214D-02
At iterate 1960 f= 3.71781D+01 |proj g|= 6.45371D-02
At iterate 1961 f= 3.71781D+01 |proj g|= 1.48561D-01
At iterate 1962 f= 3.71781D+01 |proj g|= 9.70176D-02
At iterate 1963 f= 3.71781D+01 |proj g|= 6.17859D-02
At iterate 1964 f= 3.71781D+01 |proj g|= 2.39894D-01
At iterate 1965 f= 3.71781D+01 |proj g|= 2.23919D-01
At iterate 1966 f= 3.71781D+01 |proj g|= 7.87937D-02
At iterate 1967 f= 3.71781D+01 |proj g|= 3.00601D-02
At iterate 1968 f= 3.71781D+01 |proj g|= 7.72457D-02
At iterate 1969 f= 3.71781D+01 |proj g|= 6.95535D-02
At iterate 1970 f= 3.71781D+01 |proj g|= 2.56334D-01
At iterate 1971 f= 3.71781D+01 |proj g|= 5.88655D-02
At iterate 1972 f= 3.71781D+01 |proj g|= 8.26336D-02
At iterate 1973 f= 3.71781D+01 |proj g|= 9.68635D-02
At iterate 1974 f= 3.71781D+01 |proj g|= 2.51038D-01
At iterate 1975 f= 3.71781D+01 |proj g|= 1.41193D-01
At iterate 1976 f= 3.71781D+01 |proj g|= 7.23860D-02
At iterate 1977 f= 3.71781D+01 |proj g|= 8.46122D-02
At iterate 1978 f= 3.71781D+01 |proj g|= 1.89371D-01
At iterate 1979 f= 3.71781D+01 |proj g|= 1.61258D-01
At iterate 1980 f= 3.71781D+01 |proj g|= 6.97436D-02
At iterate 1981 f= 3.71781D+01 |proj g|= 1.39918D-01
At iterate 1982 f= 3.71781D+01 |proj g|= 2.42994D-01
At iterate 1983 f= 3.71781D+01 |proj g|= 9.98893D-02
At iterate 1984 f= 3.71781D+01 |proj g|= 1.17494D-01
At iterate 1985 f= 3.71781D+01 |proj g|= 1.38272D-01
At iterate 1986 f= 3.71781D+01 |proj g|= 2.17050D-01
At iterate 1987 f= 3.71781D+01 |proj g|= 6.14848D-02
At iterate 1988 f= 3.71781D+01 |proj g|= 3.31775D-02
At iterate 1989 f= 3.71781D+01 |proj g|= 6.39960D-02
At iterate 1990 f= 3.71781D+01 |proj g|= 5.89832D-02
At iterate 1991 f= 3.71781D+01 |proj g|= 2.20996D-01
At iterate 1992 f= 3.71781D+01 |proj g|= 4.77902D-02
At iterate 1993 f= 3.71781D+01 |proj g|= 4.94451D-02
At iterate 1994 f= 3.71781D+01 |proj g|= 5.90671D-02
At iterate 1995 f= 3.71781D+01 |proj g|= 4.51796D-01
At iterate 1996 f= 3.71781D+01 |proj g|= 5.65691D-02
At iterate 1997 f= 3.71781D+01 |proj g|= 3.87222D-02
At iterate 1998 f= 3.71781D+01 |proj g|= 5.73358D-02
At iterate 1999 f= 3.71781D+01 |proj g|= 1.42916D-01
At iterate 2000 f= 3.71781D+01 |proj g|= 7.25209D-02
* * *
Tit = total number of iterations
Tnf = total number of function evaluations
Tnint = total number of segments explored during Cauchy searches
Skip = number of BFGS updates skipped
Nact = number of active bounds at final generalized Cauchy point
Projg = norm of the final projected gradient
F = final function value
* * *
N Tit Tnf Tnint Skip Nact Projg F
430 2000 2137 1 0 0 7.252D-02 3.718D+01
F = 37.178061211934619
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT
[15]:
print_summary(m.kernel)
| name | class | transform | prior | trainable | shape | dtype | value |
|---|---|---|---|---|---|---|---|
| SeparateIndependent.kernels[0].kernels[0].variance | Parameter | Softplus | True | () | float64 | 0.864925 | |
| SeparateIndependent.kernels[0].kernels[0].lengthscales | Parameter | Softplus | True | () | float64 | 0.935041 | |
| SeparateIndependent.kernels[0].kernels[1].variance | Parameter | Softplus | True | () | float64 | 0.861157 | |
| SeparateIndependent.kernels[1].kernels[0].variance | Parameter | Softplus | True | () | float64 | 0.751626 | |
| SeparateIndependent.kernels[1].kernels[0].lengthscales | Parameter | Softplus | True | () | float64 | 0.969783 | |
| SeparateIndependent.kernels[1].kernels[1].variance | Parameter | Softplus | True | () | float64 | 0.529669 | |
| SeparateIndependent.kernels[2].kernels[0].variance | Parameter | Softplus | True | () | float64 | 1.11459 | |
| SeparateIndependent.kernels[2].kernels[0].lengthscales | Parameter | Softplus | True | () | float64 | 0.74949 | |
| SeparateIndependent.kernels[2].kernels[1].variance | Parameter | Softplus | True | () | float64 | 2.20941 |
[16]:
plot_model(m)
[17]:
[k.kernels[0].lengthscales for k in m.kernel.kernels]
[17]:
[<Parameter: name=softplus, dtype=float64, shape=[], fn="softplus", numpy=0.9350413725414415>,
<Parameter: name=softplus, dtype=float64, shape=[], fn="softplus", numpy=0.9697830804659393>,
<Parameter: name=softplus, dtype=float64, shape=[], fn="softplus", numpy=0.7494904496331929>]
3. Separate independent kernel and separate independent inducing variables¶
Here we allow different hyperparameters for the priors of each output. We now allow different inducing inputs for each output.
[18]:
# Create list of kernels for each output
kern_list = [gpf.kernels.SquaredExponential() + gpf.kernels.Linear() for _ in range(P)]
# Create multi-output kernel from kernel list
kernel = gpf.kernels.SeparateIndependent(kern_list)
# initialization of inducing input locations, one set of locations per output
Zs = [Zinit.copy() for _ in range(P)]
# initialize as list inducing inducing variables
iv_list = [gpf.inducing_variables.InducingPoints(Z) for Z in Zs]
# create multi-output inducing variables from iv_list
iv = gpf.inducing_variables.SeparateIndependentInducingVariables(iv_list)
NOTE: While the inducing points are independent, there needs to be the same number of inducing points per dimension.
[19]:
# create SVGP model as usual and optimize
m = gpf.models.SVGP(kernel, gpf.likelihoods.Gaussian(), inducing_variable=iv, num_latent_gps=P)
[20]:
optimize_model_with_scipy(m)
RUNNING THE L-BFGS-B CODE
* * *
Machine precision = 2.220D-16
N = 460 M = 10
At X0 0 variables are exactly at the bounds
At iterate 0 f= 3.26251D+03 |proj g|= 1.79322D+03
At iterate 1 f= 1.42015D+03 |proj g|= 6.05642D+02
At iterate 2 f= 8.19726D+02 |proj g|= 3.33030D+02
At iterate 3 f= 5.14305D+02 |proj g|= 4.54513D+01
At iterate 4 f= 4.98859D+02 |proj g|= 2.70375D+01
At iterate 5 f= 4.92883D+02 |proj g|= 1.65439D+01
At iterate 6 f= 4.47787D+02 |proj g|= 5.59425D+01
At iterate 7 f= 4.25283D+02 |proj g|= 5.59362D+01
At iterate 8 f= 3.85436D+02 |proj g|= 5.49028D+01
At iterate 9 f= 3.67002D+02 |proj g|= 1.40400D+02
At iterate 10 f= 3.55533D+02 |proj g|= 5.48684D+01
At iterate 11 f= 3.39389D+02 |proj g|= 5.87781D+01
At iterate 12 f= 3.06578D+02 |proj g|= 8.56421D+01
At iterate 13 f= 2.89617D+02 |proj g|= 1.15370D+02
At iterate 14 f= 2.77727D+02 |proj g|= 6.83149D+01
At iterate 15 f= 2.73488D+02 |proj g|= 8.00859D+01
At iterate 16 f= 2.71059D+02 |proj g|= 3.57814D+01
At iterate 17 f= 2.66633D+02 |proj g|= 4.35343D+01
At iterate 18 f= 2.56298D+02 |proj g|= 9.07854D+01
At iterate 19 f= 2.49314D+02 |proj g|= 7.95353D+01
At iterate 20 f= 2.39663D+02 |proj g|= 7.91684D+01
At iterate 21 f= 2.33708D+02 |proj g|= 4.31079D+01
At iterate 22 f= 2.27614D+02 |proj g|= 5.85781D+01
At iterate 23 f= 2.20631D+02 |proj g|= 4.97390D+01
At iterate 24 f= 2.19085D+02 |proj g|= 3.15928D+01
At iterate 25 f= 2.17267D+02 |proj g|= 3.29516D+01
At iterate 26 f= 2.16107D+02 |proj g|= 3.47068D+01
At iterate 27 f= 2.13865D+02 |proj g|= 4.17011D+01
At iterate 28 f= 2.12020D+02 |proj g|= 3.66022D+01
At iterate 29 f= 2.09701D+02 |proj g|= 3.38239D+01
At iterate 30 f= 2.06634D+02 |proj g|= 4.00281D+01
At iterate 31 f= 2.05600D+02 |proj g|= 3.60648D+01
At iterate 32 f= 2.05020D+02 |proj g|= 9.07505D+00
At iterate 33 f= 2.04776D+02 |proj g|= 1.22502D+01
At iterate 34 f= 2.03666D+02 |proj g|= 2.18766D+01
At iterate 35 f= 2.02036D+02 |proj g|= 3.17583D+01
At iterate 36 f= 2.00707D+02 |proj g|= 8.30226D+01
At iterate 37 f= 1.98518D+02 |proj g|= 2.48699D+01
At iterate 38 f= 1.97793D+02 |proj g|= 8.66485D+00
At iterate 39 f= 1.97428D+02 |proj g|= 1.33103D+01
At iterate 40 f= 1.97034D+02 |proj g|= 1.33985D+01
At iterate 41 f= 1.96347D+02 |proj g|= 1.70779D+01
At iterate 42 f= 1.95391D+02 |proj g|= 2.34538D+01
At iterate 43 f= 1.95049D+02 |proj g|= 1.55536D+01
At iterate 44 f= 1.94750D+02 |proj g|= 9.03904D+00
At iterate 45 f= 1.94391D+02 |proj g|= 8.34258D+00
At iterate 46 f= 1.93997D+02 |proj g|= 4.28190D+01
At iterate 47 f= 1.93254D+02 |proj g|= 2.85291D+01
At iterate 48 f= 1.92215D+02 |proj g|= 2.97627D+01
At iterate 49 f= 1.91889D+02 |proj g|= 1.02900D+01
At iterate 50 f= 1.91729D+02 |proj g|= 6.27078D+00
At iterate 51 f= 1.91546D+02 |proj g|= 5.44623D+00
At iterate 52 f= 1.91019D+02 |proj g|= 1.87535D+01
At iterate 53 f= 1.90482D+02 |proj g|= 2.07433D+01
At iterate 54 f= 1.89960D+02 |proj g|= 1.71689D+01
At iterate 55 f= 1.89637D+02 |proj g|= 3.45761D+01
At iterate 56 f= 1.89363D+02 |proj g|= 7.31924D+00
At iterate 57 f= 1.89268D+02 |proj g|= 7.01778D+00
At iterate 58 f= 1.88772D+02 |proj g|= 2.32261D+01
At iterate 59 f= 1.88433D+02 |proj g|= 3.14523D+01
At iterate 60 f= 1.87977D+02 |proj g|= 1.64251D+01
At iterate 61 f= 1.87555D+02 |proj g|= 1.20617D+01
At iterate 62 f= 1.87281D+02 |proj g|= 1.43434D+01
At iterate 63 f= 1.86985D+02 |proj g|= 2.82219D+01
At iterate 64 f= 1.86826D+02 |proj g|= 1.62363D+01
At iterate 65 f= 1.86707D+02 |proj g|= 5.64150D+00
At iterate 66 f= 1.86516D+02 |proj g|= 8.18369D+00
At iterate 67 f= 1.85987D+02 |proj g|= 1.77339D+01
At iterate 68 f= 1.85197D+02 |proj g|= 3.12594D+01
At iterate 69 f= 1.84849D+02 |proj g|= 4.03449D+01
At iterate 70 f= 1.84181D+02 |proj g|= 1.45002D+01
At iterate 71 f= 1.83824D+02 |proj g|= 1.02710D+01
At iterate 72 f= 1.83508D+02 |proj g|= 2.14754D+01
At iterate 73 f= 1.83201D+02 |proj g|= 2.12258D+01
At iterate 74 f= 1.82391D+02 |proj g|= 2.23157D+01
At iterate 75 f= 1.81203D+02 |proj g|= 2.01502D+01
At iterate 76 f= 1.80747D+02 |proj g|= 2.75757D+01
At iterate 77 f= 1.79783D+02 |proj g|= 1.98757D+01
At iterate 78 f= 1.78128D+02 |proj g|= 2.01852D+01
At iterate 79 f= 1.75499D+02 |proj g|= 3.19964D+01
At iterate 80 f= 1.73347D+02 |proj g|= 6.65919D+01
At iterate 81 f= 1.68829D+02 |proj g|= 5.25952D+01
At iterate 82 f= 1.61503D+02 |proj g|= 1.21866D+02
At iterate 83 f= 1.57490D+02 |proj g|= 9.66608D+01
At iterate 84 f= 1.55468D+02 |proj g|= 6.22072D+01
At iterate 85 f= 1.53629D+02 |proj g|= 1.37377D+02
At iterate 86 f= 1.50727D+02 |proj g|= 3.74736D+01
At iterate 87 f= 1.48079D+02 |proj g|= 4.84274D+01
At iterate 88 f= 1.44581D+02 |proj g|= 9.43276D+01
At iterate 89 f= 1.38610D+02 |proj g|= 9.71080D+01
At iterate 90 f= 1.34554D+02 |proj g|= 1.04008D+02
At iterate 91 f= 1.31522D+02 |proj g|= 8.30258D+01
At iterate 92 f= 1.27488D+02 |proj g|= 9.30991D+01
At iterate 93 f= 1.24376D+02 |proj g|= 5.39754D+01
At iterate 94 f= 1.22313D+02 |proj g|= 4.72461D+01
At iterate 95 f= 1.20620D+02 |proj g|= 6.89462D+01
At iterate 96 f= 1.17100D+02 |proj g|= 9.25023D+01
At iterate 97 f= 1.13047D+02 |proj g|= 1.48510D+02
At iterate 98 f= 1.09015D+02 |proj g|= 4.55865D+01
At iterate 99 f= 1.06575D+02 |proj g|= 2.43364D+01
At iterate 100 f= 1.05004D+02 |proj g|= 4.79051D+01
At iterate 101 f= 1.02849D+02 |proj g|= 6.25784D+01
At iterate 102 f= 9.98164D+01 |proj g|= 8.56697D+01
At iterate 103 f= 9.65610D+01 |proj g|= 5.58964D+01
At iterate 104 f= 9.35295D+01 |proj g|= 3.55450D+01
At iterate 105 f= 9.21703D+01 |proj g|= 9.82792D+01
At iterate 106 f= 9.05747D+01 |proj g|= 4.08547D+01
At iterate 107 f= 8.85451D+01 |proj g|= 4.28677D+01
At iterate 108 f= 8.69000D+01 |proj g|= 4.81543D+01
At iterate 109 f= 8.48149D+01 |proj g|= 1.09416D+02
At iterate 110 f= 8.17349D+01 |proj g|= 7.13261D+01
At iterate 111 f= 7.91309D+01 |proj g|= 6.61002D+01
At iterate 112 f= 7.62610D+01 |proj g|= 1.17976D+02
At iterate 113 f= 7.52410D+01 |proj g|= 1.14057D+02
At iterate 114 f= 7.41810D+01 |proj g|= 3.47877D+01
At iterate 115 f= 7.35962D+01 |proj g|= 2.05874D+01
At iterate 116 f= 7.23512D+01 |proj g|= 3.64051D+01
At iterate 117 f= 7.12256D+01 |proj g|= 2.89735D+01
At iterate 118 f= 7.05946D+01 |proj g|= 1.52036D+02
At iterate 119 f= 6.85231D+01 |proj g|= 3.37567D+01
At iterate 120 f= 6.78095D+01 |proj g|= 2.50404D+01
At iterate 121 f= 6.67211D+01 |proj g|= 4.76381D+01
At iterate 122 f= 6.62841D+01 |proj g|= 9.48548D+01
At iterate 123 f= 6.52070D+01 |proj g|= 5.20416D+01
At iterate 124 f= 6.40841D+01 |proj g|= 2.90391D+01
At iterate 125 f= 6.30943D+01 |proj g|= 3.41888D+01
At iterate 126 f= 6.18133D+01 |proj g|= 8.85035D+01
At iterate 127 f= 6.12496D+01 |proj g|= 3.91197D+01
This problem is unconstrained.
At iterate 128 f= 6.07429D+01 |proj g|= 2.00610D+01
At iterate 129 f= 6.03028D+01 |proj g|= 2.33767D+01
At iterate 130 f= 5.95507D+01 |proj g|= 5.65392D+01
At iterate 131 f= 5.91843D+01 |proj g|= 3.24537D+01
At iterate 132 f= 5.88754D+01 |proj g|= 2.17348D+01
At iterate 133 f= 5.84586D+01 |proj g|= 1.52973D+01
At iterate 134 f= 5.80448D+01 |proj g|= 6.05230D+01
At iterate 135 f= 5.73920D+01 |proj g|= 3.61101D+01
At iterate 136 f= 5.61338D+01 |proj g|= 3.22236D+01
At iterate 137 f= 5.55063D+01 |proj g|= 4.46441D+01
At iterate 138 f= 5.51673D+01 |proj g|= 4.27326D+01
At iterate 139 f= 5.48956D+01 |proj g|= 2.79159D+01
At iterate 140 f= 5.46830D+01 |proj g|= 1.83684D+01
At iterate 141 f= 5.44503D+01 |proj g|= 2.23802D+01
At iterate 142 f= 5.40495D+01 |proj g|= 2.05194D+01
At iterate 143 f= 5.36861D+01 |proj g|= 1.56397D+01
At iterate 144 f= 5.34762D+01 |proj g|= 4.61628D+01
At iterate 145 f= 5.32610D+01 |proj g|= 1.92884D+01
At iterate 146 f= 5.31308D+01 |proj g|= 1.49332D+01
At iterate 147 f= 5.27622D+01 |proj g|= 5.11444D+01
At iterate 148 f= 5.24633D+01 |proj g|= 2.04843D+01
At iterate 149 f= 5.22355D+01 |proj g|= 1.49493D+01
At iterate 150 f= 5.20176D+01 |proj g|= 3.55207D+01
At iterate 151 f= 5.18967D+01 |proj g|= 2.51550D+01
At iterate 152 f= 5.17901D+01 |proj g|= 1.24581D+01
At iterate 153 f= 5.16062D+01 |proj g|= 8.15343D+00
At iterate 154 f= 5.14523D+01 |proj g|= 1.19194D+01
At iterate 155 f= 5.11643D+01 |proj g|= 1.71936D+01
At iterate 156 f= 5.10092D+01 |proj g|= 2.88716D+01
At iterate 157 f= 5.07988D+01 |proj g|= 1.47438D+01
At iterate 158 f= 5.06519D+01 |proj g|= 1.43481D+01
At iterate 159 f= 5.06216D+01 |proj g|= 1.58729D+01
At iterate 160 f= 5.05951D+01 |proj g|= 1.11822D+01
At iterate 161 f= 5.05116D+01 |proj g|= 9.58646D+00
At iterate 162 f= 5.04203D+01 |proj g|= 1.51385D+01
At iterate 163 f= 5.03040D+01 |proj g|= 1.15895D+01
At iterate 164 f= 5.02116D+01 |proj g|= 1.03746D+01
At iterate 165 f= 5.01683D+01 |proj g|= 3.47911D+01
At iterate 166 f= 5.01143D+01 |proj g|= 8.34873D+00
At iterate 167 f= 5.00732D+01 |proj g|= 7.66751D+00
At iterate 168 f= 4.99749D+01 |proj g|= 2.04745D+01
At iterate 169 f= 4.98492D+01 |proj g|= 2.45426D+01
At iterate 170 f= 4.97951D+01 |proj g|= 6.84057D+01
At iterate 171 f= 4.95031D+01 |proj g|= 1.66306D+01
At iterate 172 f= 4.94083D+01 |proj g|= 9.53301D+00
At iterate 173 f= 4.93422D+01 |proj g|= 9.85107D+00
At iterate 174 f= 4.92868D+01 |proj g|= 2.54570D+01
At iterate 175 f= 4.92074D+01 |proj g|= 2.67752D+01
At iterate 176 f= 4.89022D+01 |proj g|= 2.70522D+01
At iterate 177 f= 4.87796D+01 |proj g|= 2.38671D+01
At iterate 178 f= 4.86760D+01 |proj g|= 1.19910D+01
At iterate 179 f= 4.85716D+01 |proj g|= 1.57039D+01
At iterate 180 f= 4.84982D+01 |proj g|= 2.30254D+01
At iterate 181 f= 4.84152D+01 |proj g|= 1.59233D+01
At iterate 182 f= 4.82506D+01 |proj g|= 5.87475D+00
At iterate 183 f= 4.81865D+01 |proj g|= 1.95672D+01
At iterate 184 f= 4.80476D+01 |proj g|= 1.23407D+01
At iterate 185 f= 4.79378D+01 |proj g|= 3.32763D+01
At iterate 186 f= 4.77934D+01 |proj g|= 1.04929D+01
At iterate 187 f= 4.77363D+01 |proj g|= 5.22704D+00
At iterate 188 f= 4.76475D+01 |proj g|= 2.68285D+01
At iterate 189 f= 4.75184D+01 |proj g|= 7.88769D+00
At iterate 190 f= 4.74432D+01 |proj g|= 5.40782D+00
At iterate 191 f= 4.73514D+01 |proj g|= 1.92357D+01
At iterate 192 f= 4.72737D+01 |proj g|= 2.44167D+01
At iterate 193 f= 4.72141D+01 |proj g|= 1.09391D+01
At iterate 194 f= 4.71710D+01 |proj g|= 9.87806D+00
At iterate 195 f= 4.70540D+01 |proj g|= 1.55384D+01
At iterate 196 f= 4.70051D+01 |proj g|= 8.33450D+00
At iterate 197 f= 4.69695D+01 |proj g|= 6.79628D+00
At iterate 198 f= 4.69149D+01 |proj g|= 8.35515D+00
At iterate 199 f= 4.68160D+01 |proj g|= 2.58250D+01
At iterate 200 f= 4.67186D+01 |proj g|= 1.45630D+01
At iterate 201 f= 4.66385D+01 |proj g|= 1.27347D+01
At iterate 202 f= 4.65810D+01 |proj g|= 1.36249D+01
At iterate 203 f= 4.65330D+01 |proj g|= 7.77210D+00
At iterate 204 f= 4.64034D+01 |proj g|= 1.47514D+01
At iterate 205 f= 4.63844D+01 |proj g|= 1.04396D+01
At iterate 206 f= 4.63509D+01 |proj g|= 7.74708D+00
At iterate 207 f= 4.62763D+01 |proj g|= 5.13691D+00
At iterate 208 f= 4.62099D+01 |proj g|= 3.36847D+01
At iterate 209 f= 4.61010D+01 |proj g|= 9.67184D+00
At iterate 210 f= 4.60478D+01 |proj g|= 7.03389D+00
At iterate 211 f= 4.60034D+01 |proj g|= 3.83201D+01
At iterate 212 f= 4.59240D+01 |proj g|= 1.02934D+01
At iterate 213 f= 4.58900D+01 |proj g|= 8.28674D+00
At iterate 214 f= 4.58259D+01 |proj g|= 1.11584D+01
At iterate 215 f= 4.57506D+01 |proj g|= 9.69155D+00
At iterate 216 f= 4.56980D+01 |proj g|= 3.44448D+01
At iterate 217 f= 4.56360D+01 |proj g|= 1.16744D+01
At iterate 218 f= 4.56121D+01 |proj g|= 8.20650D+00
At iterate 219 f= 4.55806D+01 |proj g|= 5.62887D+00
At iterate 220 f= 4.55323D+01 |proj g|= 2.70560D+01
At iterate 221 f= 4.54724D+01 |proj g|= 1.35466D+01
At iterate 222 f= 4.53956D+01 |proj g|= 5.52129D+00
At iterate 223 f= 4.53596D+01 |proj g|= 5.72172D+00
At iterate 224 f= 4.52586D+01 |proj g|= 3.20707D+01
At iterate 225 f= 4.51729D+01 |proj g|= 2.71304D+01
At iterate 226 f= 4.51182D+01 |proj g|= 8.35987D+00
At iterate 227 f= 4.50831D+01 |proj g|= 5.74001D+00
At iterate 228 f= 4.50694D+01 |proj g|= 3.06305D+01
At iterate 229 f= 4.50438D+01 |proj g|= 1.75129D+01
At iterate 230 f= 4.49822D+01 |proj g|= 8.03674D+00
At iterate 231 f= 4.49435D+01 |proj g|= 1.30492D+01
At iterate 232 f= 4.48839D+01 |proj g|= 1.75592D+01
At iterate 233 f= 4.48064D+01 |proj g|= 1.89789D+01
At iterate 234 f= 4.47408D+01 |proj g|= 7.40519D+00
At iterate 235 f= 4.46912D+01 |proj g|= 7.47055D+00
At iterate 236 f= 4.46163D+01 |proj g|= 1.91309D+01
At iterate 237 f= 4.45481D+01 |proj g|= 1.36344D+01
At iterate 238 f= 4.45172D+01 |proj g|= 4.51833D+00
At iterate 239 f= 4.44948D+01 |proj g|= 4.81625D+00
At iterate 240 f= 4.44538D+01 |proj g|= 1.11871D+01
At iterate 241 f= 4.43971D+01 |proj g|= 2.45648D+01
At iterate 242 f= 4.43775D+01 |proj g|= 3.91895D+01
At iterate 243 f= 4.43360D+01 |proj g|= 5.32513D+00
At iterate 244 f= 4.43250D+01 |proj g|= 2.94449D+00
At iterate 245 f= 4.42982D+01 |proj g|= 7.80630D+00
At iterate 246 f= 4.42579D+01 |proj g|= 1.20703D+01
At iterate 247 f= 4.42258D+01 |proj g|= 2.33577D+01
At iterate 248 f= 4.41780D+01 |proj g|= 1.00505D+01
At iterate 249 f= 4.41354D+01 |proj g|= 6.19267D+00
At iterate 250 f= 4.41048D+01 |proj g|= 6.83378D+00
At iterate 251 f= 4.40568D+01 |proj g|= 1.20957D+01
At iterate 252 f= 4.40248D+01 |proj g|= 2.13536D+01
At iterate 253 f= 4.39879D+01 |proj g|= 4.65631D+00
At iterate 254 f= 4.39567D+01 |proj g|= 6.62957D+00
At iterate 255 f= 4.39245D+01 |proj g|= 8.29519D+00
At iterate 256 f= 4.38961D+01 |proj g|= 3.17248D+01
At iterate 257 f= 4.38519D+01 |proj g|= 3.11728D+00
At iterate 258 f= 4.38377D+01 |proj g|= 5.38255D+00
At iterate 259 f= 4.38243D+01 |proj g|= 5.87075D+00
At iterate 260 f= 4.38141D+01 |proj g|= 3.30664D+01
At iterate 261 f= 4.37739D+01 |proj g|= 8.13166D+00
At iterate 262 f= 4.37409D+01 |proj g|= 7.76904D+00
At iterate 263 f= 4.37119D+01 |proj g|= 1.08561D+01
At iterate 264 f= 4.36767D+01 |proj g|= 9.44368D+00
At iterate 265 f= 4.36309D+01 |proj g|= 2.39235D+01
At iterate 266 f= 4.35875D+01 |proj g|= 4.92519D+00
At iterate 267 f= 4.35648D+01 |proj g|= 6.71880D+00
At iterate 268 f= 4.35334D+01 |proj g|= 1.05270D+01
At iterate 269 f= 4.35128D+01 |proj g|= 1.15826D+01
At iterate 270 f= 4.34898D+01 |proj g|= 4.40617D+00
At iterate 271 f= 4.34747D+01 |proj g|= 3.93881D+00
At iterate 272 f= 4.34374D+01 |proj g|= 7.66622D+00
At iterate 273 f= 4.34166D+01 |proj g|= 3.04002D+01
At iterate 274 f= 4.33667D+01 |proj g|= 8.46934D+00
At iterate 275 f= 4.33437D+01 |proj g|= 6.13667D+00
At iterate 276 f= 4.33308D+01 |proj g|= 7.46271D+00
At iterate 277 f= 4.33178D+01 |proj g|= 6.22351D+00
At iterate 278 f= 4.33027D+01 |proj g|= 8.90823D+00
At iterate 279 f= 4.32625D+01 |proj g|= 8.71131D+00
At iterate 280 f= 4.32492D+01 |proj g|= 1.29524D+01
At iterate 281 f= 4.32258D+01 |proj g|= 9.42236D+00
At iterate 282 f= 4.31996D+01 |proj g|= 6.92647D+00
At iterate 283 f= 4.31800D+01 |proj g|= 1.11427D+01
At iterate 284 f= 4.31625D+01 |proj g|= 5.77829D+00
At iterate 285 f= 4.31464D+01 |proj g|= 4.48670D+00
At iterate 286 f= 4.31286D+01 |proj g|= 6.08739D+00
At iterate 287 f= 4.31071D+01 |proj g|= 8.77349D+00
At iterate 288 f= 4.31012D+01 |proj g|= 2.33232D+01
At iterate 289 f= 4.30774D+01 |proj g|= 4.07968D+00
At iterate 290 f= 4.30653D+01 |proj g|= 8.13046D+00
At iterate 291 f= 4.30395D+01 |proj g|= 1.89015D+01
At iterate 292 f= 4.30112D+01 |proj g|= 1.82166D+01
At iterate 293 f= 4.29940D+01 |proj g|= 1.95128D+01
At iterate 294 f= 4.29735D+01 |proj g|= 7.03595D+00
At iterate 295 f= 4.29598D+01 |proj g|= 4.17909D+00
At iterate 296 f= 4.29500D+01 |proj g|= 7.58340D+00
At iterate 297 f= 4.29151D+01 |proj g|= 1.20403D+01
At iterate 298 f= 4.28734D+01 |proj g|= 2.02821D+01
At iterate 299 f= 4.28215D+01 |proj g|= 9.89489D+00
At iterate 300 f= 4.27928D+01 |proj g|= 5.28407D+00
At iterate 301 f= 4.27677D+01 |proj g|= 8.78882D+00
At iterate 302 f= 4.27532D+01 |proj g|= 5.05881D+00
At iterate 303 f= 4.27352D+01 |proj g|= 7.13234D+00
At iterate 304 f= 4.27000D+01 |proj g|= 8.12284D+00
At iterate 305 f= 4.26854D+01 |proj g|= 3.42867D+01
At iterate 306 f= 4.26530D+01 |proj g|= 1.01815D+01
At iterate 307 f= 4.26205D+01 |proj g|= 7.97394D+00
At iterate 308 f= 4.25854D+01 |proj g|= 1.67330D+01
At iterate 309 f= 4.25537D+01 |proj g|= 1.21703D+01
At iterate 310 f= 4.25393D+01 |proj g|= 2.16570D+01
At iterate 311 f= 4.25057D+01 |proj g|= 7.95913D+00
At iterate 312 f= 4.24832D+01 |proj g|= 8.51875D+00
At iterate 313 f= 4.24491D+01 |proj g|= 1.18560D+01
At iterate 314 f= 4.24452D+01 |proj g|= 2.68158D+01
At iterate 315 f= 4.24096D+01 |proj g|= 6.06753D+00
At iterate 316 f= 4.23951D+01 |proj g|= 3.15598D+00
At iterate 317 f= 4.23654D+01 |proj g|= 7.40208D+00
At iterate 318 f= 4.23354D+01 |proj g|= 2.29581D+01
At iterate 319 f= 4.22915D+01 |proj g|= 9.67811D+00
At iterate 320 f= 4.22513D+01 |proj g|= 6.57109D+00
At iterate 321 f= 4.22234D+01 |proj g|= 1.19320D+01
At iterate 322 f= 4.22097D+01 |proj g|= 2.48017D+01
At iterate 323 f= 4.21855D+01 |proj g|= 8.78131D+00
At iterate 324 f= 4.21677D+01 |proj g|= 5.74308D+00
At iterate 325 f= 4.21497D+01 |proj g|= 1.02158D+01
At iterate 326 f= 4.21178D+01 |proj g|= 1.29244D+01
At iterate 327 f= 4.21106D+01 |proj g|= 3.38801D+01
At iterate 328 f= 4.20476D+01 |proj g|= 1.28242D+01
At iterate 329 f= 4.20184D+01 |proj g|= 4.52647D+00
At iterate 330 f= 4.19824D+01 |proj g|= 1.44002D+01
At iterate 331 f= 4.19492D+01 |proj g|= 1.48013D+01
At iterate 332 f= 4.19324D+01 |proj g|= 1.88720D+01
At iterate 333 f= 4.19009D+01 |proj g|= 8.33454D+00
At iterate 334 f= 4.18696D+01 |proj g|= 5.28533D+00
At iterate 335 f= 4.18349D+01 |proj g|= 8.01534D+00
At iterate 336 f= 4.17993D+01 |proj g|= 1.55526D+01
At iterate 337 f= 4.17562D+01 |proj g|= 1.75394D+01
At iterate 338 f= 4.17104D+01 |proj g|= 1.31146D+01
At iterate 339 f= 4.16318D+01 |proj g|= 9.41571D+00
At iterate 340 f= 4.15909D+01 |proj g|= 1.04203D+01
At iterate 341 f= 4.15486D+01 |proj g|= 1.24951D+01
At iterate 342 f= 4.15099D+01 |proj g|= 1.20912D+01
At iterate 343 f= 4.14928D+01 |proj g|= 6.73775D+00
At iterate 344 f= 4.14694D+01 |proj g|= 4.23882D+00
At iterate 345 f= 4.14422D+01 |proj g|= 1.05364D+01
At iterate 346 f= 4.14134D+01 |proj g|= 1.75419D+01
At iterate 347 f= 4.13782D+01 |proj g|= 1.05506D+01
At iterate 348 f= 4.13454D+01 |proj g|= 8.92885D+00
At iterate 349 f= 4.13126D+01 |proj g|= 7.14044D+00
At iterate 350 f= 4.12835D+01 |proj g|= 1.15214D+01
At iterate 351 f= 4.12598D+01 |proj g|= 1.55094D+01
At iterate 352 f= 4.12324D+01 |proj g|= 4.72300D+00
At iterate 353 f= 4.12061D+01 |proj g|= 7.85098D+00
At iterate 354 f= 4.11798D+01 |proj g|= 9.03786D+00
At iterate 355 f= 4.11472D+01 |proj g|= 6.18592D+00
At iterate 356 f= 4.11192D+01 |proj g|= 1.47112D+01
At iterate 357 f= 4.10882D+01 |proj g|= 7.83204D+00
At iterate 358 f= 4.10412D+01 |proj g|= 1.24539D+01
At iterate 359 f= 4.10151D+01 |proj g|= 1.57499D+01
At iterate 360 f= 4.09807D+01 |proj g|= 2.35577D+01
At iterate 361 f= 4.09447D+01 |proj g|= 1.47868D+01
At iterate 362 f= 4.09212D+01 |proj g|= 5.49903D+00
At iterate 363 f= 4.08864D+01 |proj g|= 1.43069D+01
At iterate 364 f= 4.08529D+01 |proj g|= 2.66214D+01
At iterate 365 f= 4.08025D+01 |proj g|= 2.19437D+01
At iterate 366 f= 4.07287D+01 |proj g|= 2.65777D+01
At iterate 367 f= 4.06858D+01 |proj g|= 6.09354D+00
At iterate 368 f= 4.06624D+01 |proj g|= 6.01941D+00
At iterate 369 f= 4.06290D+01 |proj g|= 1.32836D+01
At iterate 370 f= 4.05870D+01 |proj g|= 1.69126D+01
At iterate 371 f= 4.05370D+01 |proj g|= 1.41574D+01
At iterate 372 f= 4.04936D+01 |proj g|= 1.65429D+01
At iterate 373 f= 4.04644D+01 |proj g|= 5.87233D+00
At iterate 374 f= 4.04425D+01 |proj g|= 5.48080D+00
At iterate 375 f= 4.04223D+01 |proj g|= 8.28636D+00
At iterate 376 f= 4.03763D+01 |proj g|= 6.88272D+00
At iterate 377 f= 4.03546D+01 |proj g|= 1.43594D+01
At iterate 378 f= 4.03150D+01 |proj g|= 4.92881D+00
At iterate 379 f= 4.02865D+01 |proj g|= 7.93281D+00
At iterate 380 f= 4.02747D+01 |proj g|= 2.99024D+01
At iterate 381 f= 4.02539D+01 |proj g|= 8.56793D+00
At iterate 382 f= 4.02366D+01 |proj g|= 7.57667D+00
At iterate 383 f= 4.02170D+01 |proj g|= 1.64827D+01
At iterate 384 f= 4.01926D+01 |proj g|= 1.36198D+01
At iterate 385 f= 4.01758D+01 |proj g|= 1.57431D+01
At iterate 386 f= 4.01509D+01 |proj g|= 6.58029D+00
At iterate 387 f= 4.01248D+01 |proj g|= 1.49669D+01
At iterate 388 f= 4.01048D+01 |proj g|= 1.80368D+01
At iterate 389 f= 4.00668D+01 |proj g|= 1.60661D+01
At iterate 390 f= 4.00349D+01 |proj g|= 1.63131D+01
At iterate 391 f= 3.99858D+01 |proj g|= 8.60609D+00
At iterate 392 f= 3.99561D+01 |proj g|= 4.53597D+00
At iterate 393 f= 3.99302D+01 |proj g|= 5.47792D+00
At iterate 394 f= 3.98991D+01 |proj g|= 2.69717D+01
At iterate 395 f= 3.98519D+01 |proj g|= 9.13621D+00
At iterate 396 f= 3.98186D+01 |proj g|= 5.87547D+00
At iterate 397 f= 3.97988D+01 |proj g|= 1.36712D+01
At iterate 398 f= 3.97893D+01 |proj g|= 1.94668D+01
At iterate 399 f= 3.97761D+01 |proj g|= 7.61252D+00
At iterate 400 f= 3.97603D+01 |proj g|= 5.34941D+00
At iterate 401 f= 3.97391D+01 |proj g|= 1.10906D+01
At iterate 402 f= 3.97162D+01 |proj g|= 1.19398D+01
At iterate 403 f= 3.96908D+01 |proj g|= 2.51902D+01
At iterate 404 f= 3.96422D+01 |proj g|= 8.08471D+00
At iterate 405 f= 3.96197D+01 |proj g|= 5.80963D+00
At iterate 406 f= 3.95995D+01 |proj g|= 3.95643D+00
At iterate 407 f= 3.95774D+01 |proj g|= 9.33922D+00
At iterate 408 f= 3.95400D+01 |proj g|= 9.40816D+00
At iterate 409 f= 3.95175D+01 |proj g|= 1.30420D+01
At iterate 410 f= 3.94964D+01 |proj g|= 4.98970D+00
At iterate 411 f= 3.94877D+01 |proj g|= 3.71283D+00
At iterate 412 f= 3.94673D+01 |proj g|= 4.38758D+00
At iterate 413 f= 3.94574D+01 |proj g|= 1.36562D+01
At iterate 414 f= 3.94384D+01 |proj g|= 6.14808D+00
At iterate 415 f= 3.94194D+01 |proj g|= 5.56300D+00
At iterate 416 f= 3.93961D+01 |proj g|= 1.09018D+01
At iterate 417 f= 3.93851D+01 |proj g|= 1.65232D+01
At iterate 418 f= 3.93696D+01 |proj g|= 5.82239D+00
At iterate 419 f= 3.93570D+01 |proj g|= 4.48112D+00
At iterate 420 f= 3.93399D+01 |proj g|= 7.91714D+00
At iterate 421 f= 3.93132D+01 |proj g|= 1.17358D+01
At iterate 422 f= 3.93020D+01 |proj g|= 2.32554D+01
At iterate 423 f= 3.92756D+01 |proj g|= 1.24772D+01
At iterate 424 f= 3.92515D+01 |proj g|= 4.40043D+00
At iterate 425 f= 3.92272D+01 |proj g|= 4.98198D+00
At iterate 426 f= 3.92227D+01 |proj g|= 2.57618D+01
At iterate 427 f= 3.92000D+01 |proj g|= 8.63450D+00
At iterate 428 f= 3.91889D+01 |proj g|= 2.99285D+00
At iterate 429 f= 3.91771D+01 |proj g|= 9.36833D+00
At iterate 430 f= 3.91629D+01 |proj g|= 1.03799D+01
At iterate 431 f= 3.91548D+01 |proj g|= 1.71526D+01
At iterate 432 f= 3.91371D+01 |proj g|= 9.04374D+00
At iterate 433 f= 3.91249D+01 |proj g|= 3.35900D+00
At iterate 434 f= 3.91170D+01 |proj g|= 5.55979D+00
At iterate 435 f= 3.91075D+01 |proj g|= 8.87337D+00
At iterate 436 f= 3.90952D+01 |proj g|= 1.81376D+01
At iterate 437 f= 3.90787D+01 |proj g|= 8.28733D+00
At iterate 438 f= 3.90571D+01 |proj g|= 6.48848D+00
At iterate 439 f= 3.90459D+01 |proj g|= 8.09524D+00
At iterate 440 f= 3.90148D+01 |proj g|= 1.61540D+01
At iterate 441 f= 3.90050D+01 |proj g|= 1.54619D+01
At iterate 442 f= 3.89832D+01 |proj g|= 3.27446D+00
At iterate 443 f= 3.89751D+01 |proj g|= 3.47598D+00
At iterate 444 f= 3.89634D+01 |proj g|= 6.18822D+00
At iterate 445 f= 3.89609D+01 |proj g|= 3.67530D+01
At iterate 446 f= 3.89334D+01 |proj g|= 9.29359D+00
At iterate 447 f= 3.89216D+01 |proj g|= 3.46295D+00
At iterate 448 f= 3.89125D+01 |proj g|= 5.30781D+00
At iterate 449 f= 3.89008D+01 |proj g|= 5.29114D+00
At iterate 450 f= 3.88787D+01 |proj g|= 1.99185D+01
At iterate 451 f= 3.88635D+01 |proj g|= 9.86427D+00
At iterate 452 f= 3.88525D+01 |proj g|= 4.35241D+00
At iterate 453 f= 3.88415D+01 |proj g|= 4.68413D+00
At iterate 454 f= 3.88306D+01 |proj g|= 6.20288D+00
At iterate 455 f= 3.88214D+01 |proj g|= 1.33155D+01
At iterate 456 f= 3.88057D+01 |proj g|= 4.05853D+00
At iterate 457 f= 3.87955D+01 |proj g|= 3.39879D+00
At iterate 458 f= 3.87765D+01 |proj g|= 4.70965D+00
At iterate 459 f= 3.87647D+01 |proj g|= 2.65082D+01
At iterate 460 f= 3.87471D+01 |proj g|= 1.05162D+01
At iterate 461 f= 3.87346D+01 |proj g|= 2.59106D+00
At iterate 462 f= 3.87278D+01 |proj g|= 3.91407D+00
At iterate 463 f= 3.87137D+01 |proj g|= 1.03798D+01
At iterate 464 f= 3.86925D+01 |proj g|= 7.76920D+00
At iterate 465 f= 3.86742D+01 |proj g|= 1.28545D+01
At iterate 466 f= 3.86582D+01 |proj g|= 2.95860D+00
At iterate 467 f= 3.86466D+01 |proj g|= 4.76890D+00
At iterate 468 f= 3.86336D+01 |proj g|= 6.87630D+00
At iterate 469 f= 3.86228D+01 |proj g|= 1.81374D+01
At iterate 470 f= 3.86012D+01 |proj g|= 6.82816D+00
At iterate 471 f= 3.85930D+01 |proj g|= 3.81235D+00
At iterate 472 f= 3.85838D+01 |proj g|= 8.36926D+00
At iterate 473 f= 3.85726D+01 |proj g|= 1.49908D+01
At iterate 474 f= 3.85588D+01 |proj g|= 7.95843D+00
At iterate 475 f= 3.85445D+01 |proj g|= 4.65179D+00
At iterate 476 f= 3.85345D+01 |proj g|= 1.18241D+01
At iterate 477 f= 3.85257D+01 |proj g|= 5.62572D+00
At iterate 478 f= 3.85160D+01 |proj g|= 2.78387D+00
At iterate 479 f= 3.85091D+01 |proj g|= 6.71504D+00
At iterate 480 f= 3.85030D+01 |proj g|= 5.82669D+00
At iterate 481 f= 3.84907D+01 |proj g|= 4.61069D+00
At iterate 482 f= 3.84808D+01 |proj g|= 4.02163D+00
At iterate 483 f= 3.84725D+01 |proj g|= 6.91408D+00
At iterate 484 f= 3.84663D+01 |proj g|= 8.78419D+00
At iterate 485 f= 3.84590D+01 |proj g|= 6.13292D+00
At iterate 486 f= 3.84456D+01 |proj g|= 5.14380D+00
At iterate 487 f= 3.84365D+01 |proj g|= 9.65107D+00
At iterate 488 f= 3.84287D+01 |proj g|= 6.13125D+00
At iterate 489 f= 3.84228D+01 |proj g|= 2.34114D+00
At iterate 490 f= 3.84148D+01 |proj g|= 5.39832D+00
At iterate 491 f= 3.84068D+01 |proj g|= 5.86715D+00
At iterate 492 f= 3.84031D+01 |proj g|= 1.79005D+01
At iterate 493 f= 3.83875D+01 |proj g|= 4.59158D+00
At iterate 494 f= 3.83829D+01 |proj g|= 1.88242D+00
At iterate 495 f= 3.83764D+01 |proj g|= 3.88983D+00
At iterate 496 f= 3.83677D+01 |proj g|= 5.68833D+00
At iterate 497 f= 3.83623D+01 |proj g|= 8.48299D+00
At iterate 498 f= 3.83551D+01 |proj g|= 2.48716D+00
At iterate 499 f= 3.83516D+01 |proj g|= 1.87386D+00
At iterate 500 f= 3.83467D+01 |proj g|= 4.72355D+00
At iterate 501 f= 3.83413D+01 |proj g|= 1.65759D+01
At iterate 502 f= 3.83329D+01 |proj g|= 5.90000D+00
At iterate 503 f= 3.83239D+01 |proj g|= 4.07568D+00
At iterate 504 f= 3.83195D+01 |proj g|= 4.23431D+00
At iterate 505 f= 3.83127D+01 |proj g|= 1.30843D+01
At iterate 506 f= 3.83029D+01 |proj g|= 2.57708D+00
At iterate 507 f= 3.82998D+01 |proj g|= 1.52810D+00
At iterate 508 f= 3.82946D+01 |proj g|= 3.31173D+00
At iterate 509 f= 3.82875D+01 |proj g|= 4.24890D+00
At iterate 510 f= 3.82809D+01 |proj g|= 1.10295D+01
At iterate 511 f= 3.82757D+01 |proj g|= 5.46157D+00
At iterate 512 f= 3.82720D+01 |proj g|= 2.22985D+00
At iterate 513 f= 3.82680D+01 |proj g|= 4.29970D+00
At iterate 514 f= 3.82596D+01 |proj g|= 7.80152D+00
At iterate 515 f= 3.82459D+01 |proj g|= 6.29685D+00
At iterate 516 f= 3.82384D+01 |proj g|= 1.41236D+01
At iterate 517 f= 3.82280D+01 |proj g|= 6.34658D+00
At iterate 518 f= 3.82184D+01 |proj g|= 3.18140D+00
At iterate 519 f= 3.82137D+01 |proj g|= 4.63810D+00
At iterate 520 f= 3.82003D+01 |proj g|= 6.44061D+00
At iterate 521 f= 3.81939D+01 |proj g|= 9.32993D+00
At iterate 522 f= 3.81838D+01 |proj g|= 3.88901D+00
At iterate 523 f= 3.81784D+01 |proj g|= 8.21497D+00
At iterate 524 f= 3.81733D+01 |proj g|= 6.11647D+00
At iterate 525 f= 3.81685D+01 |proj g|= 8.31352D+00
At iterate 526 f= 3.81562D+01 |proj g|= 6.69368D+00
At iterate 527 f= 3.81477D+01 |proj g|= 7.56612D+00
At iterate 528 f= 3.81385D+01 |proj g|= 3.57841D+00
At iterate 529 f= 3.81307D+01 |proj g|= 4.98745D+00
At iterate 530 f= 3.81230D+01 |proj g|= 4.73780D+00
At iterate 531 f= 3.81197D+01 |proj g|= 9.43982D+00
At iterate 532 f= 3.81127D+01 |proj g|= 2.49833D+00
At iterate 533 f= 3.81087D+01 |proj g|= 3.52550D+00
At iterate 534 f= 3.81035D+01 |proj g|= 5.16536D+00
At iterate 535 f= 3.81012D+01 |proj g|= 1.18385D+01
At iterate 536 f= 3.80931D+01 |proj g|= 2.67791D+00
At iterate 537 f= 3.80902D+01 |proj g|= 3.03270D+00
At iterate 538 f= 3.80864D+01 |proj g|= 3.65578D+00
At iterate 539 f= 3.80858D+01 |proj g|= 1.32508D+01
At iterate 540 f= 3.80794D+01 |proj g|= 4.32467D+00
At iterate 541 f= 3.80754D+01 |proj g|= 1.47935D+00
At iterate 542 f= 3.80702D+01 |proj g|= 3.84195D+00
At iterate 543 f= 3.80651D+01 |proj g|= 4.04749D+00
At iterate 544 f= 3.80616D+01 |proj g|= 9.41331D+00
At iterate 545 f= 3.80555D+01 |proj g|= 2.11508D+00
At iterate 546 f= 3.80515D+01 |proj g|= 3.31873D+00
At iterate 547 f= 3.80481D+01 |proj g|= 3.84617D+00
At iterate 548 f= 3.80445D+01 |proj g|= 3.61756D+00
At iterate 549 f= 3.80407D+01 |proj g|= 5.40329D+00
At iterate 550 f= 3.80374D+01 |proj g|= 2.93505D+00
At iterate 551 f= 3.80340D+01 |proj g|= 2.65082D+00
At iterate 552 f= 3.80279D+01 |proj g|= 2.82500D+00
At iterate 553 f= 3.80214D+01 |proj g|= 4.36859D+00
At iterate 554 f= 3.80162D+01 |proj g|= 5.11736D+00
At iterate 555 f= 3.80114D+01 |proj g|= 3.92247D+00
At iterate 556 f= 3.80076D+01 |proj g|= 2.31360D+00
At iterate 557 f= 3.80015D+01 |proj g|= 3.83904D+00
At iterate 558 f= 3.79972D+01 |proj g|= 6.29937D+00
At iterate 559 f= 3.79934D+01 |proj g|= 3.25555D+00
At iterate 560 f= 3.79904D+01 |proj g|= 2.05524D+00
At iterate 561 f= 3.79866D+01 |proj g|= 5.19233D+00
At iterate 562 f= 3.79821D+01 |proj g|= 3.83343D+00
At iterate 563 f= 3.79755D+01 |proj g|= 3.39646D+00
At iterate 564 f= 3.79676D+01 |proj g|= 4.70973D+00
At iterate 565 f= 3.79625D+01 |proj g|= 3.16608D+00
At iterate 566 f= 3.79572D+01 |proj g|= 3.26204D+00
At iterate 567 f= 3.79536D+01 |proj g|= 2.99786D+00
At iterate 568 f= 3.79502D+01 |proj g|= 2.21181D+00
At iterate 569 f= 3.79441D+01 |proj g|= 2.73610D+00
At iterate 570 f= 3.79419D+01 |proj g|= 1.76748D+01
At iterate 571 f= 3.79352D+01 |proj g|= 3.47889D+00
At iterate 572 f= 3.79330D+01 |proj g|= 1.13044D+00
At iterate 573 f= 3.79312D+01 |proj g|= 1.66080D+00
At iterate 574 f= 3.79280D+01 |proj g|= 2.67063D+00
At iterate 575 f= 3.79247D+01 |proj g|= 1.43671D+01
At iterate 576 f= 3.79161D+01 |proj g|= 3.48333D+00
At iterate 577 f= 3.79129D+01 |proj g|= 1.54926D+00
At iterate 578 f= 3.79100D+01 |proj g|= 2.85102D+00
At iterate 579 f= 3.79066D+01 |proj g|= 3.72384D+00
At iterate 580 f= 3.79010D+01 |proj g|= 2.89575D+00
At iterate 581 f= 3.78918D+01 |proj g|= 6.08445D+00
At iterate 582 f= 3.78867D+01 |proj g|= 3.97186D+00
At iterate 583 f= 3.78830D+01 |proj g|= 2.07531D+00
At iterate 584 f= 3.78806D+01 |proj g|= 2.11197D+00
At iterate 585 f= 3.78775D+01 |proj g|= 2.39480D+00
At iterate 586 f= 3.78696D+01 |proj g|= 2.15531D+00
At iterate 587 f= 3.78665D+01 |proj g|= 8.03839D+00
At iterate 588 f= 3.78615D+01 |proj g|= 3.59492D+00
At iterate 589 f= 3.78585D+01 |proj g|= 1.28344D+00
At iterate 590 f= 3.78547D+01 |proj g|= 8.54151D+00
At iterate 591 f= 3.78506D+01 |proj g|= 3.28419D+00
At iterate 592 f= 3.78470D+01 |proj g|= 1.37409D+00
At iterate 593 f= 3.78439D+01 |proj g|= 1.63549D+00
At iterate 594 f= 3.78409D+01 |proj g|= 7.68644D+00
At iterate 595 f= 3.78357D+01 |proj g|= 2.43048D+00
At iterate 596 f= 3.78319D+01 |proj g|= 1.52550D+00
At iterate 597 f= 3.78280D+01 |proj g|= 4.33400D+00
At iterate 598 f= 3.78240D+01 |proj g|= 2.95998D+00
At iterate 599 f= 3.78190D+01 |proj g|= 2.29695D+00
At iterate 600 f= 3.78118D+01 |proj g|= 7.05311D+00
At iterate 601 f= 3.78067D+01 |proj g|= 4.57281D+00
At iterate 602 f= 3.78025D+01 |proj g|= 2.47611D+00
At iterate 603 f= 3.77969D+01 |proj g|= 4.79738D+00
At iterate 604 f= 3.77914D+01 |proj g|= 4.00155D+00
At iterate 605 f= 3.77878D+01 |proj g|= 6.83732D+00
At iterate 606 f= 3.77838D+01 |proj g|= 4.63052D+00
At iterate 607 f= 3.77819D+01 |proj g|= 1.85640D+00
At iterate 608 f= 3.77799D+01 |proj g|= 2.20017D+00
At iterate 609 f= 3.77767D+01 |proj g|= 4.59792D+00
At iterate 610 f= 3.77724D+01 |proj g|= 6.54348D+00
At iterate 611 f= 3.77685D+01 |proj g|= 5.87239D+00
At iterate 612 f= 3.77652D+01 |proj g|= 1.92194D+00
At iterate 613 f= 3.77622D+01 |proj g|= 3.61493D+00
At iterate 614 f= 3.77605D+01 |proj g|= 5.55432D+00
At iterate 615 f= 3.77576D+01 |proj g|= 2.93518D+00
At iterate 616 f= 3.77542D+01 |proj g|= 4.12531D+00
At iterate 617 f= 3.77508D+01 |proj g|= 2.25408D+00
At iterate 618 f= 3.77482D+01 |proj g|= 3.97500D+00
At iterate 619 f= 3.77458D+01 |proj g|= 2.04124D+00
At iterate 620 f= 3.77440D+01 |proj g|= 2.08520D+00
At iterate 621 f= 3.77419D+01 |proj g|= 2.03005D+00
At iterate 622 f= 3.77393D+01 |proj g|= 2.60845D+00
At iterate 623 f= 3.77360D+01 |proj g|= 4.36185D+00
At iterate 624 f= 3.77344D+01 |proj g|= 3.40996D+00
At iterate 625 f= 3.77325D+01 |proj g|= 1.02777D+00
At iterate 626 f= 3.77302D+01 |proj g|= 1.95167D+00
At iterate 627 f= 3.77262D+01 |proj g|= 1.02481D+01
At iterate 628 f= 3.77224D+01 |proj g|= 3.34977D+00
At iterate 629 f= 3.77202D+01 |proj g|= 1.69945D+00
At iterate 630 f= 3.77169D+01 |proj g|= 1.39200D+00
At iterate 631 f= 3.77143D+01 |proj g|= 4.45280D+00
At iterate 632 f= 3.77114D+01 |proj g|= 2.18144D+00
At iterate 633 f= 3.77092D+01 |proj g|= 2.05907D+00
At iterate 634 f= 3.77078D+01 |proj g|= 3.59822D+00
At iterate 635 f= 3.77064D+01 |proj g|= 2.88318D+00
At iterate 636 f= 3.77042D+01 |proj g|= 1.66220D+00
At iterate 637 f= 3.77029D+01 |proj g|= 7.88353D+00
At iterate 638 f= 3.77002D+01 |proj g|= 2.66207D+00
At iterate 639 f= 3.76987D+01 |proj g|= 8.55841D-01
At iterate 640 f= 3.76974D+01 |proj g|= 1.87197D+00
At iterate 641 f= 3.76950D+01 |proj g|= 3.37669D+00
At iterate 642 f= 3.76934D+01 |proj g|= 6.64392D+00
At iterate 643 f= 3.76903D+01 |proj g|= 2.94081D+00
At iterate 644 f= 3.76879D+01 |proj g|= 1.53889D+00
At iterate 645 f= 3.76855D+01 |proj g|= 1.97589D+00
At iterate 646 f= 3.76839D+01 |proj g|= 6.92450D+00
At iterate 647 f= 3.76817D+01 |proj g|= 2.14729D+00
At iterate 648 f= 3.76803D+01 |proj g|= 1.12751D+00
At iterate 649 f= 3.76789D+01 |proj g|= 1.94414D+00
At iterate 650 f= 3.76762D+01 |proj g|= 1.84016D+00
At iterate 651 f= 3.76745D+01 |proj g|= 4.97843D+00
At iterate 652 f= 3.76719D+01 |proj g|= 1.71198D+00
At iterate 653 f= 3.76701D+01 |proj g|= 8.65916D-01
At iterate 654 f= 3.76690D+01 |proj g|= 1.40069D+00
At iterate 655 f= 3.76674D+01 |proj g|= 5.58027D+00
At iterate 656 f= 3.76652D+01 |proj g|= 2.01797D+00
At iterate 657 f= 3.76633D+01 |proj g|= 2.09622D+00
At iterate 658 f= 3.76610D+01 |proj g|= 2.71652D+00
At iterate 659 f= 3.76604D+01 |proj g|= 4.51679D+00
At iterate 660 f= 3.76588D+01 |proj g|= 1.72541D+00
At iterate 661 f= 3.76571D+01 |proj g|= 2.03257D+00
At iterate 662 f= 3.76553D+01 |proj g|= 3.34940D+00
At iterate 663 f= 3.76534D+01 |proj g|= 2.88006D+00
At iterate 664 f= 3.76512D+01 |proj g|= 3.18317D+00
At iterate 665 f= 3.76494D+01 |proj g|= 1.07874D+00
At iterate 666 f= 3.76475D+01 |proj g|= 2.42343D+00
At iterate 667 f= 3.76456D+01 |proj g|= 2.75199D+00
At iterate 668 f= 3.76443D+01 |proj g|= 8.11967D+00
At iterate 669 f= 3.76404D+01 |proj g|= 2.32136D+00
At iterate 670 f= 3.76382D+01 |proj g|= 1.58882D+00
At iterate 671 f= 3.76354D+01 |proj g|= 2.19678D+00
At iterate 672 f= 3.76346D+01 |proj g|= 4.89427D+00
At iterate 673 f= 3.76334D+01 |proj g|= 1.45342D+00
At iterate 674 f= 3.76324D+01 |proj g|= 9.86894D-01
At iterate 675 f= 3.76310D+01 |proj g|= 2.07919D+00
At iterate 676 f= 3.76286D+01 |proj g|= 2.48113D+00
At iterate 677 f= 3.76280D+01 |proj g|= 3.76414D+00
At iterate 678 f= 3.76259D+01 |proj g|= 1.56360D+00
At iterate 679 f= 3.76241D+01 |proj g|= 2.51384D+00
At iterate 680 f= 3.76218D+01 |proj g|= 3.90872D+00
At iterate 681 f= 3.76202D+01 |proj g|= 2.69606D+00
At iterate 682 f= 3.76193D+01 |proj g|= 1.95610D+00
At iterate 683 f= 3.76176D+01 |proj g|= 1.26913D+00
At iterate 684 f= 3.76155D+01 |proj g|= 2.22214D+00
At iterate 685 f= 3.76146D+01 |proj g|= 5.44171D+00
At iterate 686 f= 3.76131D+01 |proj g|= 1.34316D+00
At iterate 687 f= 3.76118D+01 |proj g|= 1.39468D+00
At iterate 688 f= 3.76106D+01 |proj g|= 2.61808D+00
At iterate 689 f= 3.76096D+01 |proj g|= 7.28764D+00
At iterate 690 f= 3.76077D+01 |proj g|= 1.71429D+00
At iterate 691 f= 3.76071D+01 |proj g|= 1.22302D+00
At iterate 692 f= 3.76064D+01 |proj g|= 1.25780D+00
At iterate 693 f= 3.76056D+01 |proj g|= 1.98795D+00
At iterate 694 f= 3.76040D+01 |proj g|= 3.64753D+00
At iterate 695 f= 3.76022D+01 |proj g|= 1.86646D+00
At iterate 696 f= 3.76000D+01 |proj g|= 1.41481D+00
At iterate 697 f= 3.75990D+01 |proj g|= 1.83324D+00
At iterate 698 f= 3.75970D+01 |proj g|= 3.58183D+00
At iterate 699 f= 3.75950D+01 |proj g|= 2.52414D+00
At iterate 700 f= 3.75936D+01 |proj g|= 1.78632D+00
At iterate 701 f= 3.75912D+01 |proj g|= 3.36157D+00
At iterate 702 f= 3.75899D+01 |proj g|= 3.60741D+00
At iterate 703 f= 3.75885D+01 |proj g|= 2.25584D+00
At iterate 704 f= 3.75864D+01 |proj g|= 4.78699D-01
At iterate 705 f= 3.75854D+01 |proj g|= 1.32856D+00
At iterate 706 f= 3.75839D+01 |proj g|= 6.82237D+00
At iterate 707 f= 3.75817D+01 |proj g|= 2.40514D+00
At iterate 708 f= 3.75807D+01 |proj g|= 1.94442D+00
At iterate 709 f= 3.75787D+01 |proj g|= 6.36370D-01
At iterate 710 f= 3.75772D+01 |proj g|= 3.36568D+00
At iterate 711 f= 3.75756D+01 |proj g|= 1.58936D+00
At iterate 712 f= 3.75736D+01 |proj g|= 8.28290D-01
At iterate 713 f= 3.75712D+01 |proj g|= 2.58218D+00
At iterate 714 f= 3.75699D+01 |proj g|= 3.82991D+00
At iterate 715 f= 3.75684D+01 |proj g|= 1.67477D+00
At iterate 716 f= 3.75673D+01 |proj g|= 1.43863D+00
At iterate 717 f= 3.75655D+01 |proj g|= 1.22854D+00
At iterate 718 f= 3.75629D+01 |proj g|= 1.67783D+00
At iterate 719 f= 3.75618D+01 |proj g|= 2.64848D+00
At iterate 720 f= 3.75604D+01 |proj g|= 1.01954D+00
At iterate 721 f= 3.75589D+01 |proj g|= 2.26154D+00
At iterate 722 f= 3.75579D+01 |proj g|= 4.47464D+00
At iterate 723 f= 3.75563D+01 |proj g|= 1.62731D+00
At iterate 724 f= 3.75546D+01 |proj g|= 1.80960D+00
At iterate 725 f= 3.75536D+01 |proj g|= 2.04259D+00
At iterate 726 f= 3.75528D+01 |proj g|= 5.22383D+00
At iterate 727 f= 3.75514D+01 |proj g|= 2.03211D+00
At iterate 728 f= 3.75501D+01 |proj g|= 1.20462D+00
At iterate 729 f= 3.75486D+01 |proj g|= 1.68455D+00
At iterate 730 f= 3.75463D+01 |proj g|= 1.74669D+00
At iterate 731 f= 3.75452D+01 |proj g|= 3.61952D+00
At iterate 732 f= 3.75430D+01 |proj g|= 1.38682D+00
At iterate 733 f= 3.75416D+01 |proj g|= 1.07364D+00
At iterate 734 f= 3.75403D+01 |proj g|= 6.54813D+00
At iterate 735 f= 3.75386D+01 |proj g|= 1.65457D+00
At iterate 736 f= 3.75376D+01 |proj g|= 2.16444D+00
At iterate 737 f= 3.75364D+01 |proj g|= 1.65987D+00
At iterate 738 f= 3.75351D+01 |proj g|= 2.32909D+00
At iterate 739 f= 3.75335D+01 |proj g|= 4.52030D+00
At iterate 740 f= 3.75315D+01 |proj g|= 1.74559D+00
At iterate 741 f= 3.75299D+01 |proj g|= 2.52109D+00
At iterate 742 f= 3.75283D+01 |proj g|= 2.12433D+00
At iterate 743 f= 3.75267D+01 |proj g|= 1.94040D+00
At iterate 744 f= 3.75242D+01 |proj g|= 2.41859D+00
At iterate 745 f= 3.75219D+01 |proj g|= 1.56357D+00
At iterate 746 f= 3.75208D+01 |proj g|= 8.91251D+00
At iterate 747 f= 3.75175D+01 |proj g|= 1.73713D+00
At iterate 748 f= 3.75165D+01 |proj g|= 1.22662D+00
At iterate 749 f= 3.75148D+01 |proj g|= 1.56413D+00
At iterate 750 f= 3.75140D+01 |proj g|= 4.64890D+00
At iterate 751 f= 3.75126D+01 |proj g|= 3.30103D+00
At iterate 752 f= 3.75102D+01 |proj g|= 1.36165D+00
At iterate 753 f= 3.75083D+01 |proj g|= 4.30264D+00
At iterate 754 f= 3.75077D+01 |proj g|= 6.69355D+00
At iterate 755 f= 3.75062D+01 |proj g|= 1.49497D+00
At iterate 756 f= 3.75054D+01 |proj g|= 1.28043D+00
At iterate 757 f= 3.75037D+01 |proj g|= 3.19493D+00
At iterate 758 f= 3.75015D+01 |proj g|= 4.10513D+00
At iterate 759 f= 3.74982D+01 |proj g|= 4.50391D+00
At iterate 760 f= 3.74962D+01 |proj g|= 5.87689D+00
At iterate 761 f= 3.74938D+01 |proj g|= 1.05705D+00
At iterate 762 f= 3.74928D+01 |proj g|= 1.13143D+00
At iterate 763 f= 3.74916D+01 |proj g|= 3.00005D+00
At iterate 764 f= 3.74900D+01 |proj g|= 5.02622D+00
At iterate 765 f= 3.74879D+01 |proj g|= 1.61100D+00
At iterate 766 f= 3.74853D+01 |proj g|= 2.17452D+00
At iterate 767 f= 3.74835D+01 |proj g|= 4.07375D+00
At iterate 768 f= 3.74817D+01 |proj g|= 3.62167D+00
At iterate 769 f= 3.74803D+01 |proj g|= 1.82148D+00
At iterate 770 f= 3.74786D+01 |proj g|= 1.40149D+00
At iterate 771 f= 3.74773D+01 |proj g|= 1.50919D+00
At iterate 772 f= 3.74733D+01 |proj g|= 5.04979D+00
At iterate 773 f= 3.74721D+01 |proj g|= 6.45440D+00
At iterate 774 f= 3.74697D+01 |proj g|= 1.46235D+00
At iterate 775 f= 3.74687D+01 |proj g|= 8.34095D-01
At iterate 776 f= 3.74676D+01 |proj g|= 1.44339D+00
At iterate 777 f= 3.74669D+01 |proj g|= 1.00608D+01
At iterate 778 f= 3.74648D+01 |proj g|= 2.77381D+00
At iterate 779 f= 3.74632D+01 |proj g|= 1.75076D+00
At iterate 780 f= 3.74619D+01 |proj g|= 2.74838D+00
At iterate 781 f= 3.74593D+01 |proj g|= 5.63131D+00
At iterate 782 f= 3.74588D+01 |proj g|= 1.01814D+01
At iterate 783 f= 3.74564D+01 |proj g|= 8.84121D-01
At iterate 784 f= 3.74561D+01 |proj g|= 1.03388D+00
At iterate 785 f= 3.74549D+01 |proj g|= 2.33533D+00
At iterate 786 f= 3.74526D+01 |proj g|= 5.20328D+00
At iterate 787 f= 3.74492D+01 |proj g|= 6.71227D+00
At iterate 788 f= 3.74452D+01 |proj g|= 3.96629D+00
At iterate 789 f= 3.74414D+01 |proj g|= 2.24850D+00
At iterate 790 f= 3.74389D+01 |proj g|= 1.06955D+00
At iterate 791 f= 3.74362D+01 |proj g|= 4.29645D+00
At iterate 792 f= 3.74340D+01 |proj g|= 3.63688D+00
At iterate 793 f= 3.74316D+01 |proj g|= 9.98582D+00
At iterate 794 f= 3.74288D+01 |proj g|= 2.43493D+00
At iterate 795 f= 3.74274D+01 |proj g|= 3.35028D+00
At iterate 796 f= 3.74252D+01 |proj g|= 4.71190D+00
At iterate 797 f= 3.74228D+01 |proj g|= 4.95101D+00
At iterate 798 f= 3.74204D+01 |proj g|= 2.07764D+00
At iterate 799 f= 3.74183D+01 |proj g|= 1.82563D+00
At iterate 800 f= 3.74164D+01 |proj g|= 1.79421D+00
At iterate 801 f= 3.74137D+01 |proj g|= 7.44246D+00
At iterate 802 f= 3.74098D+01 |proj g|= 2.36349D+00
At iterate 803 f= 3.74081D+01 |proj g|= 1.25567D+00
At iterate 804 f= 3.74050D+01 |proj g|= 2.06472D+00
At iterate 805 f= 3.74046D+01 |proj g|= 1.57236D+01
At iterate 806 f= 3.74011D+01 |proj g|= 3.65105D+00
At iterate 807 f= 3.73998D+01 |proj g|= 1.62704D+00
At iterate 808 f= 3.73987D+01 |proj g|= 1.94767D+00
At iterate 809 f= 3.73969D+01 |proj g|= 1.95651D+00
At iterate 810 f= 3.73957D+01 |proj g|= 8.00641D+00
At iterate 811 f= 3.73906D+01 |proj g|= 4.54824D+00
At iterate 812 f= 3.73854D+01 |proj g|= 3.53948D+00
At iterate 813 f= 3.73821D+01 |proj g|= 5.39005D+00
At iterate 814 f= 3.73796D+01 |proj g|= 2.47796D+00
At iterate 815 f= 3.73781D+01 |proj g|= 1.23002D+00
At iterate 816 f= 3.73758D+01 |proj g|= 1.05304D+00
At iterate 817 f= 3.73730D+01 |proj g|= 3.64641D+00
At iterate 818 f= 3.73710D+01 |proj g|= 1.11127D+01
At iterate 819 f= 3.73682D+01 |proj g|= 2.01973D+00
At iterate 820 f= 3.73667D+01 |proj g|= 2.66056D+00
At iterate 821 f= 3.73653D+01 |proj g|= 3.87053D+00
At iterate 822 f= 3.73622D+01 |proj g|= 3.42552D+00
At iterate 823 f= 3.73607D+01 |proj g|= 5.37776D+00
At iterate 824 f= 3.73589D+01 |proj g|= 2.34061D+00
At iterate 825 f= 3.73574D+01 |proj g|= 2.24686D+00
At iterate 826 f= 3.73560D+01 |proj g|= 2.80561D+00
At iterate 827 f= 3.73531D+01 |proj g|= 2.05836D+00
At iterate 828 f= 3.73514D+01 |proj g|= 3.37556D+00
At iterate 829 f= 3.73488D+01 |proj g|= 2.24939D+00
At iterate 830 f= 3.73466D+01 |proj g|= 2.85517D+00
At iterate 831 f= 3.73455D+01 |proj g|= 7.37297D+00
At iterate 832 f= 3.73433D+01 |proj g|= 1.33454D+00
At iterate 833 f= 3.73420D+01 |proj g|= 2.01174D+00
At iterate 834 f= 3.73396D+01 |proj g|= 2.32306D+00
At iterate 835 f= 3.73380D+01 |proj g|= 1.02073D+01
At iterate 836 f= 3.73350D+01 |proj g|= 5.16454D+00
At iterate 837 f= 3.73325D+01 |proj g|= 1.50136D+00
At iterate 838 f= 3.73311D+01 |proj g|= 2.15097D+00
At iterate 839 f= 3.73296D+01 |proj g|= 2.38441D+00
At iterate 840 f= 3.73246D+01 |proj g|= 3.50851D+00
At iterate 841 f= 3.73224D+01 |proj g|= 3.54950D+00
At iterate 842 f= 3.73204D+01 |proj g|= 8.80658D-01
At iterate 843 f= 3.73189D+01 |proj g|= 1.53562D+00
At iterate 844 f= 3.73166D+01 |proj g|= 2.69399D+00
At iterate 845 f= 3.73145D+01 |proj g|= 8.96639D+00
At iterate 846 f= 3.73110D+01 |proj g|= 2.06295D+00
At iterate 847 f= 3.73088D+01 |proj g|= 1.24733D+00
At iterate 848 f= 3.73073D+01 |proj g|= 2.49286D+00
At iterate 849 f= 3.73062D+01 |proj g|= 8.04020D+00
At iterate 850 f= 3.73046D+01 |proj g|= 3.97218D+00
At iterate 851 f= 3.73008D+01 |proj g|= 3.68828D+00
At iterate 852 f= 3.72987D+01 |proj g|= 4.57035D+00
At iterate 853 f= 3.72961D+01 |proj g|= 3.87866D+00
At iterate 854 f= 3.72941D+01 |proj g|= 2.29944D+00
At iterate 855 f= 3.72928D+01 |proj g|= 1.43674D+00
At iterate 856 f= 3.72912D+01 |proj g|= 1.87040D+00
At iterate 857 f= 3.72895D+01 |proj g|= 2.91034D+00
At iterate 858 f= 3.72873D+01 |proj g|= 7.21677D+00
At iterate 859 f= 3.72853D+01 |proj g|= 1.35710D+00
At iterate 860 f= 3.72844D+01 |proj g|= 1.06969D+00
At iterate 861 f= 3.72831D+01 |proj g|= 1.77384D+00
At iterate 862 f= 3.72819D+01 |proj g|= 5.91688D+00
At iterate 863 f= 3.72792D+01 |proj g|= 1.82568D+00
At iterate 864 f= 3.72775D+01 |proj g|= 1.12094D+00
At iterate 865 f= 3.72755D+01 |proj g|= 1.73893D+00
At iterate 866 f= 3.72736D+01 |proj g|= 2.75819D+00
At iterate 867 f= 3.72711D+01 |proj g|= 1.58190D+00
At iterate 868 f= 3.72687D+01 |proj g|= 1.86024D+00
At iterate 869 f= 3.72681D+01 |proj g|= 6.98286D+00
At iterate 870 f= 3.72667D+01 |proj g|= 2.30970D+00
At iterate 871 f= 3.72662D+01 |proj g|= 1.11713D+00
At iterate 872 f= 3.72652D+01 |proj g|= 1.04678D+00
At iterate 873 f= 3.72632D+01 |proj g|= 2.61093D+00
At iterate 874 f= 3.72609D+01 |proj g|= 5.07238D+00
At iterate 875 f= 3.72585D+01 |proj g|= 3.40083D+00
At iterate 876 f= 3.72565D+01 |proj g|= 2.16572D+00
At iterate 877 f= 3.72534D+01 |proj g|= 1.94413D+00
At iterate 878 f= 3.72517D+01 |proj g|= 2.22736D+00
At iterate 879 f= 3.72497D+01 |proj g|= 3.81149D+00
At iterate 880 f= 3.72475D+01 |proj g|= 2.11187D+00
At iterate 881 f= 3.72461D+01 |proj g|= 1.51128D+00
At iterate 882 f= 3.72438D+01 |proj g|= 5.69648D+00
At iterate 883 f= 3.72419D+01 |proj g|= 5.42036D+00
At iterate 884 f= 3.72404D+01 |proj g|= 2.84433D+00
At iterate 885 f= 3.72385D+01 |proj g|= 1.05582D+00
At iterate 886 f= 3.72375D+01 |proj g|= 1.16180D+00
At iterate 887 f= 3.72338D+01 |proj g|= 6.26341D+00
At iterate 888 f= 3.72322D+01 |proj g|= 9.77189D+00
At iterate 889 f= 3.72291D+01 |proj g|= 2.09332D+00
At iterate 890 f= 3.72276D+01 |proj g|= 2.03420D+00
At iterate 891 f= 3.72259D+01 |proj g|= 1.91564D+00
At iterate 892 f= 3.72213D+01 |proj g|= 3.43266D+00
At iterate 893 f= 3.72200D+01 |proj g|= 3.09481D+00
At iterate 894 f= 3.72181D+01 |proj g|= 2.38635D+00
At iterate 895 f= 3.72177D+01 |proj g|= 7.49404D+00
At iterate 896 f= 3.72166D+01 |proj g|= 2.53225D+00
At iterate 897 f= 3.72157D+01 |proj g|= 1.78682D+00
At iterate 898 f= 3.72139D+01 |proj g|= 3.36075D+00
At iterate 899 f= 3.72120D+01 |proj g|= 3.58416D+00
At iterate 900 f= 3.72113D+01 |proj g|= 6.07387D+00
At iterate 901 f= 3.72098D+01 |proj g|= 1.76080D+00
At iterate 902 f= 3.72089D+01 |proj g|= 1.08309D+00
At iterate 903 f= 3.72076D+01 |proj g|= 2.17077D+00
At iterate 904 f= 3.72059D+01 |proj g|= 1.27094D+00
At iterate 905 f= 3.72041D+01 |proj g|= 4.16186D+00
At iterate 906 f= 3.72023D+01 |proj g|= 2.21971D+00
At iterate 907 f= 3.72012D+01 |proj g|= 1.97235D+00
At iterate 908 f= 3.72005D+01 |proj g|= 6.09735D+00
At iterate 909 f= 3.71996D+01 |proj g|= 8.18733D-01
At iterate 910 f= 3.71992D+01 |proj g|= 1.02039D+00
At iterate 911 f= 3.71979D+01 |proj g|= 2.05708D+00
At iterate 912 f= 3.71973D+01 |proj g|= 6.58306D+00
At iterate 913 f= 3.71960D+01 |proj g|= 1.99537D+00
At iterate 914 f= 3.71950D+01 |proj g|= 1.72816D+00
At iterate 915 f= 3.71936D+01 |proj g|= 2.56587D+00
At iterate 916 f= 3.71922D+01 |proj g|= 2.16452D+00
At iterate 917 f= 3.71920D+01 |proj g|= 6.67646D+00
At iterate 918 f= 3.71906D+01 |proj g|= 1.43245D+00
At iterate 919 f= 3.71901D+01 |proj g|= 1.83911D+00
At iterate 920 f= 3.71892D+01 |proj g|= 3.19250D+00
At iterate 921 f= 3.71882D+01 |proj g|= 2.87057D+00
At iterate 922 f= 3.71876D+01 |proj g|= 3.30741D+00
At iterate 923 f= 3.71868D+01 |proj g|= 1.04893D+00
At iterate 924 f= 3.71861D+01 |proj g|= 1.63686D+00
At iterate 925 f= 3.71853D+01 |proj g|= 2.89958D+00
At iterate 926 f= 3.71845D+01 |proj g|= 4.67842D+00
At iterate 927 f= 3.71833D+01 |proj g|= 2.44002D+00
At iterate 928 f= 3.71822D+01 |proj g|= 1.75813D+00
At iterate 929 f= 3.71809D+01 |proj g|= 1.70904D+00
At iterate 930 f= 3.71794D+01 |proj g|= 3.58573D+00
At iterate 931 f= 3.71782D+01 |proj g|= 2.72314D+00
At iterate 932 f= 3.71775D+01 |proj g|= 1.01954D+00
At iterate 933 f= 3.71767D+01 |proj g|= 9.25525D-01
At iterate 934 f= 3.71756D+01 |proj g|= 1.69707D+00
At iterate 935 f= 3.71753D+01 |proj g|= 3.98893D+00
At iterate 936 f= 3.71740D+01 |proj g|= 1.66599D+00
At iterate 937 f= 3.71734D+01 |proj g|= 9.43375D-01
At iterate 938 f= 3.71726D+01 |proj g|= 2.43616D+00
At iterate 939 f= 3.71721D+01 |proj g|= 4.20548D+00
At iterate 940 f= 3.71712D+01 |proj g|= 2.52098D+00
At iterate 941 f= 3.71705D+01 |proj g|= 6.37964D-01
At iterate 942 f= 3.71700D+01 |proj g|= 7.39580D-01
At iterate 943 f= 3.71693D+01 |proj g|= 1.92596D+00
At iterate 944 f= 3.71689D+01 |proj g|= 2.81970D+00
At iterate 945 f= 3.71679D+01 |proj g|= 1.39226D+00
At iterate 946 f= 3.71668D+01 |proj g|= 1.17019D+00
At iterate 947 f= 3.71657D+01 |proj g|= 2.22412D+00
At iterate 948 f= 3.71650D+01 |proj g|= 1.28574D+00
At iterate 949 f= 3.71645D+01 |proj g|= 6.37865D-01
At iterate 950 f= 3.71636D+01 |proj g|= 1.78065D+00
At iterate 951 f= 3.71627D+01 |proj g|= 5.23050D+00
At iterate 952 f= 3.71612D+01 |proj g|= 3.13841D+00
At iterate 953 f= 3.71597D+01 |proj g|= 4.61041D+00
At iterate 954 f= 3.71585D+01 |proj g|= 1.71343D+00
At iterate 955 f= 3.71577D+01 |proj g|= 2.37563D+00
At iterate 956 f= 3.71564D+01 |proj g|= 2.89118D+00
At iterate 957 f= 3.71558D+01 |proj g|= 4.49199D+00
At iterate 958 f= 3.71550D+01 |proj g|= 1.63897D+00
At iterate 959 f= 3.71543D+01 |proj g|= 8.78006D-01
At iterate 960 f= 3.71538D+01 |proj g|= 1.76276D+00
At iterate 961 f= 3.71524D+01 |proj g|= 2.09559D+00
At iterate 962 f= 3.71519D+01 |proj g|= 5.49654D+00
At iterate 963 f= 3.71499D+01 |proj g|= 1.83089D+00
At iterate 964 f= 3.71491D+01 |proj g|= 9.44516D-01
At iterate 965 f= 3.71485D+01 |proj g|= 1.80342D+00
At iterate 966 f= 3.71481D+01 |proj g|= 2.86079D+00
At iterate 967 f= 3.71475D+01 |proj g|= 1.97517D+00
At iterate 968 f= 3.71464D+01 |proj g|= 1.64872D+00
At iterate 969 f= 3.71458D+01 |proj g|= 1.49613D+00
At iterate 970 f= 3.71456D+01 |proj g|= 8.40299D+00
At iterate 971 f= 3.71443D+01 |proj g|= 1.90337D+00
At iterate 972 f= 3.71435D+01 |proj g|= 1.95279D+00
At iterate 973 f= 3.71421D+01 |proj g|= 4.17930D+00
At iterate 974 f= 3.71410D+01 |proj g|= 3.64849D+00
At iterate 975 f= 3.71401D+01 |proj g|= 1.67938D+00
At iterate 976 f= 3.71393D+01 |proj g|= 1.86029D+00
At iterate 977 f= 3.71387D+01 |proj g|= 2.08707D+00
At iterate 978 f= 3.71373D+01 |proj g|= 2.72455D+00
At iterate 979 f= 3.71369D+01 |proj g|= 2.75153D+00
At iterate 980 f= 3.71363D+01 |proj g|= 8.57334D-01
At iterate 981 f= 3.71356D+01 |proj g|= 1.49765D+00
At iterate 982 f= 3.71346D+01 |proj g|= 1.53697D+00
At iterate 983 f= 3.71337D+01 |proj g|= 5.77164D+00
At iterate 984 f= 3.71319D+01 |proj g|= 2.50566D+00
At iterate 985 f= 3.71305D+01 |proj g|= 1.21874D+00
At iterate 986 f= 3.71297D+01 |proj g|= 2.04096D+00
At iterate 987 f= 3.71289D+01 |proj g|= 1.02901D+00
At iterate 988 f= 3.71277D+01 |proj g|= 3.55532D+00
At iterate 989 f= 3.71265D+01 |proj g|= 1.30052D+00
At iterate 990 f= 3.71258D+01 |proj g|= 1.51550D+00
At iterate 991 f= 3.71256D+01 |proj g|= 8.17865D+00
At iterate 992 f= 3.71247D+01 |proj g|= 2.21397D+00
At iterate 993 f= 3.71242D+01 |proj g|= 1.01285D+00
At iterate 994 f= 3.71232D+01 |proj g|= 3.32336D+00
At iterate 995 f= 3.71225D+01 |proj g|= 2.41176D+00
At iterate 996 f= 3.71222D+01 |proj g|= 2.37168D+00
At iterate 997 f= 3.71217D+01 |proj g|= 8.94428D-01
At iterate 998 f= 3.71211D+01 |proj g|= 2.40281D+00
At iterate 999 f= 3.71204D+01 |proj g|= 3.29669D+00
At iterate 1000 f= 3.71190D+01 |proj g|= 1.72502D+00
At iterate 1001 f= 3.71177D+01 |proj g|= 4.44803D+00
At iterate 1002 f= 3.71161D+01 |proj g|= 2.14068D+00
At iterate 1003 f= 3.71148D+01 |proj g|= 3.75397D+00
At iterate 1004 f= 3.71137D+01 |proj g|= 1.82560D+00
At iterate 1005 f= 3.71127D+01 |proj g|= 2.57946D+00
At iterate 1006 f= 3.71116D+01 |proj g|= 6.08556D+00
At iterate 1007 f= 3.71106D+01 |proj g|= 5.02044D+00
At iterate 1008 f= 3.71084D+01 |proj g|= 1.35015D+00
At iterate 1009 f= 3.71080D+01 |proj g|= 6.24640D+00
At iterate 1010 f= 3.71071D+01 |proj g|= 1.75264D+00
At iterate 1011 f= 3.71067D+01 |proj g|= 1.13056D+00
At iterate 1012 f= 3.71060D+01 |proj g|= 2.27649D+00
At iterate 1013 f= 3.71047D+01 |proj g|= 3.25475D+00
At iterate 1014 f= 3.71043D+01 |proj g|= 1.12609D+01
At iterate 1015 f= 3.71024D+01 |proj g|= 3.86132D+00
At iterate 1016 f= 3.71019D+01 |proj g|= 8.59693D-01
At iterate 1017 f= 3.71015D+01 |proj g|= 1.81591D+00
At iterate 1018 f= 3.71011D+01 |proj g|= 2.65810D+00
At iterate 1019 f= 3.71001D+01 |proj g|= 3.88533D+00
At iterate 1020 f= 3.70996D+01 |proj g|= 6.39177D+00
At iterate 1021 f= 3.70983D+01 |proj g|= 1.58139D+00
At iterate 1022 f= 3.70978D+01 |proj g|= 1.29472D+00
At iterate 1023 f= 3.70973D+01 |proj g|= 1.02684D+00
At iterate 1024 f= 3.70962D+01 |proj g|= 2.20457D+00
At iterate 1025 f= 3.70954D+01 |proj g|= 2.33455D+00
At iterate 1026 f= 3.70945D+01 |proj g|= 9.58381D-01
At iterate 1027 f= 3.70939D+01 |proj g|= 9.75575D-01
At iterate 1028 f= 3.70936D+01 |proj g|= 8.26889D+00
At iterate 1029 f= 3.70925D+01 |proj g|= 2.79690D+00
At iterate 1030 f= 3.70915D+01 |proj g|= 9.67257D-01
At iterate 1031 f= 3.70905D+01 |proj g|= 2.90607D+00
At iterate 1032 f= 3.70893D+01 |proj g|= 2.80006D+00
At iterate 1033 f= 3.70878D+01 |proj g|= 5.68142D+00
At iterate 1034 f= 3.70873D+01 |proj g|= 9.02766D+00
At iterate 1035 f= 3.70861D+01 |proj g|= 1.68263D+00
At iterate 1036 f= 3.70857D+01 |proj g|= 7.04265D-01
At iterate 1037 f= 3.70852D+01 |proj g|= 1.39258D+00
At iterate 1038 f= 3.70842D+01 |proj g|= 2.50025D+00
At iterate 1039 f= 3.70821D+01 |proj g|= 3.63736D+00
At iterate 1040 f= 3.70812D+01 |proj g|= 2.45753D+00
At iterate 1041 f= 3.70801D+01 |proj g|= 1.03140D+00
At iterate 1042 f= 3.70796D+01 |proj g|= 3.96350D+00
At iterate 1043 f= 3.70792D+01 |proj g|= 1.17662D+00
At iterate 1044 f= 3.70790D+01 |proj g|= 1.14683D+00
At iterate 1045 f= 3.70776D+01 |proj g|= 2.94676D+00
At iterate 1046 f= 3.70763D+01 |proj g|= 3.26708D+00
At iterate 1047 f= 3.70758D+01 |proj g|= 3.53445D+00
At iterate 1048 f= 3.70748D+01 |proj g|= 1.37543D+00
At iterate 1049 f= 3.70740D+01 |proj g|= 8.64181D-01
At iterate 1050 f= 3.70729D+01 |proj g|= 2.65237D+00
At iterate 1051 f= 3.70713D+01 |proj g|= 4.39177D+00
At iterate 1052 f= 3.70707D+01 |proj g|= 6.21876D+00
At iterate 1053 f= 3.70691D+01 |proj g|= 1.68959D+00
At iterate 1054 f= 3.70684D+01 |proj g|= 8.74085D-01
At iterate 1055 f= 3.70678D+01 |proj g|= 1.07720D+00
At iterate 1056 f= 3.70670D+01 |proj g|= 3.81015D+00
At iterate 1057 f= 3.70658D+01 |proj g|= 1.59343D+00
At iterate 1058 f= 3.70647D+01 |proj g|= 8.94980D-01
At iterate 1059 f= 3.70638D+01 |proj g|= 2.65310D+00
At iterate 1060 f= 3.70634D+01 |proj g|= 5.66449D+00
At iterate 1061 f= 3.70626D+01 |proj g|= 1.78166D+00
At iterate 1062 f= 3.70620D+01 |proj g|= 1.14018D+00
At iterate 1063 f= 3.70617D+01 |proj g|= 1.16991D+00
At iterate 1064 f= 3.70611D+01 |proj g|= 1.64921D+00
At iterate 1065 f= 3.70600D+01 |proj g|= 6.56342D+00
At iterate 1066 f= 3.70587D+01 |proj g|= 1.76860D+00
At iterate 1067 f= 3.70579D+01 |proj g|= 1.54050D+00
At iterate 1068 f= 3.70565D+01 |proj g|= 1.43181D+00
At iterate 1069 f= 3.70558D+01 |proj g|= 2.37154D+00
At iterate 1070 f= 3.70552D+01 |proj g|= 1.35844D+00
At iterate 1071 f= 3.70547D+01 |proj g|= 1.41443D+00
At iterate 1072 f= 3.70537D+01 |proj g|= 1.80066D+00
At iterate 1073 f= 3.70529D+01 |proj g|= 7.09531D+00
At iterate 1074 f= 3.70514D+01 |proj g|= 2.88819D+00
At iterate 1075 f= 3.70501D+01 |proj g|= 1.29529D+00
At iterate 1076 f= 3.70495D+01 |proj g|= 1.30699D+00
At iterate 1077 f= 3.70483D+01 |proj g|= 3.03888D+00
At iterate 1078 f= 3.70468D+01 |proj g|= 4.90629D+00
At iterate 1079 f= 3.70453D+01 |proj g|= 1.28624D+00
At iterate 1080 f= 3.70447D+01 |proj g|= 1.78687D+00
At iterate 1081 f= 3.70438D+01 |proj g|= 1.09519D+00
At iterate 1082 f= 3.70428D+01 |proj g|= 7.16258D+00
At iterate 1083 f= 3.70405D+01 |proj g|= 1.92770D+00
At iterate 1084 f= 3.70399D+01 |proj g|= 9.01220D-01
At iterate 1085 f= 3.70391D+01 |proj g|= 8.18724D-01
At iterate 1086 f= 3.70389D+01 |proj g|= 6.17495D+00
At iterate 1087 f= 3.70381D+01 |proj g|= 1.82530D+00
At iterate 1088 f= 3.70373D+01 |proj g|= 1.48248D+00
At iterate 1089 f= 3.70366D+01 |proj g|= 2.74411D+00
At iterate 1090 f= 3.70356D+01 |proj g|= 2.85848D+00
At iterate 1091 f= 3.70351D+01 |proj g|= 5.26697D+00
At iterate 1092 f= 3.70338D+01 |proj g|= 2.64541D+00
At iterate 1093 f= 3.70331D+01 |proj g|= 1.16982D+00
At iterate 1094 f= 3.70322D+01 |proj g|= 1.20093D+00
At iterate 1095 f= 3.70314D+01 |proj g|= 1.82629D+00
At iterate 1096 f= 3.70305D+01 |proj g|= 1.50317D+00
At iterate 1097 f= 3.70298D+01 |proj g|= 3.93431D+00
At iterate 1098 f= 3.70291D+01 |proj g|= 4.33164D+00
At iterate 1099 f= 3.70288D+01 |proj g|= 1.01235D+00
At iterate 1100 f= 3.70286D+01 |proj g|= 7.48241D-01
At iterate 1101 f= 3.70281D+01 |proj g|= 2.08846D+00
At iterate 1102 f= 3.70275D+01 |proj g|= 2.54354D+00
At iterate 1103 f= 3.70271D+01 |proj g|= 3.30520D+00
At iterate 1104 f= 3.70263D+01 |proj g|= 1.36850D+00
At iterate 1105 f= 3.70256D+01 |proj g|= 7.95636D-01
At iterate 1106 f= 3.70248D+01 |proj g|= 1.98629D+00
At iterate 1107 f= 3.70243D+01 |proj g|= 2.04855D+00
At iterate 1108 f= 3.70237D+01 |proj g|= 8.17789D-01
At iterate 1109 f= 3.70231D+01 |proj g|= 7.88197D-01
At iterate 1110 f= 3.70228D+01 |proj g|= 6.53777D+00
At iterate 1111 f= 3.70219D+01 |proj g|= 1.82408D+00
At iterate 1112 f= 3.70214D+01 |proj g|= 8.42468D-01
At iterate 1113 f= 3.70210D+01 |proj g|= 1.09228D+00
At iterate 1114 f= 3.70202D+01 |proj g|= 3.09043D+00
At iterate 1115 f= 3.70194D+01 |proj g|= 2.07984D+00
At iterate 1116 f= 3.70188D+01 |proj g|= 1.19520D+00
At iterate 1117 f= 3.70183D+01 |proj g|= 7.15674D-01
At iterate 1118 f= 3.70176D+01 |proj g|= 2.17528D+00
At iterate 1119 f= 3.70169D+01 |proj g|= 1.79653D+00
At iterate 1120 f= 3.70163D+01 |proj g|= 9.16984D-01
At iterate 1121 f= 3.70158D+01 |proj g|= 6.44909D-01
At iterate 1122 f= 3.70150D+01 |proj g|= 4.17935D+00
At iterate 1123 f= 3.70144D+01 |proj g|= 6.16768D-01
At iterate 1124 f= 3.70141D+01 |proj g|= 6.77286D-01
At iterate 1125 f= 3.70133D+01 |proj g|= 9.27548D-01
At iterate 1126 f= 3.70122D+01 |proj g|= 4.66308D+00
At iterate 1127 f= 3.70112D+01 |proj g|= 2.06347D+00
At iterate 1128 f= 3.70105D+01 |proj g|= 4.69831D-01
At iterate 1129 f= 3.70100D+01 |proj g|= 9.65936D-01
At iterate 1130 f= 3.70090D+01 |proj g|= 1.67538D+00
At iterate 1131 f= 3.70086D+01 |proj g|= 7.00336D+00
At iterate 1132 f= 3.70060D+01 |proj g|= 1.54899D+00
At iterate 1133 f= 3.70054D+01 |proj g|= 9.78822D-01
At iterate 1134 f= 3.70048D+01 |proj g|= 1.46516D+00
At iterate 1135 f= 3.70045D+01 |proj g|= 2.57210D+00
At iterate 1136 f= 3.70040D+01 |proj g|= 2.21378D+00
At iterate 1137 f= 3.70029D+01 |proj g|= 9.37603D-01
At iterate 1138 f= 3.70020D+01 |proj g|= 7.70296D-01
At iterate 1139 f= 3.70015D+01 |proj g|= 4.84201D+00
At iterate 1140 f= 3.70009D+01 |proj g|= 2.21414D+00
At iterate 1141 f= 3.70006D+01 |proj g|= 1.05019D+00
At iterate 1142 f= 3.70003D+01 |proj g|= 4.91355D-01
At iterate 1143 f= 3.70000D+01 |proj g|= 6.65521D-01
At iterate 1144 f= 3.69992D+01 |proj g|= 1.45885D+00
At iterate 1145 f= 3.69985D+01 |proj g|= 3.63398D+00
At iterate 1146 f= 3.69974D+01 |proj g|= 4.23527D+00
At iterate 1147 f= 3.69968D+01 |proj g|= 2.61452D+00
At iterate 1148 f= 3.69964D+01 |proj g|= 7.75744D-01
At iterate 1149 f= 3.69962D+01 |proj g|= 6.78975D-01
At iterate 1150 f= 3.69959D+01 |proj g|= 1.00382D+00
At iterate 1151 f= 3.69951D+01 |proj g|= 1.32460D+00
At iterate 1152 f= 3.69945D+01 |proj g|= 5.91368D+00
At iterate 1153 f= 3.69938D+01 |proj g|= 1.13572D+00
At iterate 1154 f= 3.69935D+01 |proj g|= 7.51885D-01
At iterate 1155 f= 3.69932D+01 |proj g|= 1.34573D+00
At iterate 1156 f= 3.69927D+01 |proj g|= 1.50050D+00
At iterate 1157 f= 3.69921D+01 |proj g|= 2.82308D+00
At iterate 1158 f= 3.69917D+01 |proj g|= 3.27106D+00
At iterate 1159 f= 3.69915D+01 |proj g|= 4.11908D-01
At iterate 1160 f= 3.69914D+01 |proj g|= 9.94565D-01
At iterate 1161 f= 3.69912D+01 |proj g|= 1.88808D+00
At iterate 1162 f= 3.69907D+01 |proj g|= 2.81215D+00
At iterate 1163 f= 3.69900D+01 |proj g|= 2.27496D+00
At iterate 1164 f= 3.69896D+01 |proj g|= 2.98162D+00
At iterate 1165 f= 3.69891D+01 |proj g|= 8.99247D-01
At iterate 1166 f= 3.69887D+01 |proj g|= 1.64191D+00
At iterate 1167 f= 3.69885D+01 |proj g|= 2.46998D+00
At iterate 1168 f= 3.69883D+01 |proj g|= 1.91733D+00
At iterate 1169 f= 3.69876D+01 |proj g|= 1.04110D+00
At iterate 1170 f= 3.69874D+01 |proj g|= 1.50604D+00
At iterate 1171 f= 3.69871D+01 |proj g|= 1.41570D+00
At iterate 1172 f= 3.69869D+01 |proj g|= 1.41269D+00
At iterate 1173 f= 3.69864D+01 |proj g|= 1.57099D+00
At iterate 1174 f= 3.69860D+01 |proj g|= 2.59506D+00
At iterate 1175 f= 3.69856D+01 |proj g|= 8.69030D-01
At iterate 1176 f= 3.69854D+01 |proj g|= 3.02988D-01
At iterate 1177 f= 3.69853D+01 |proj g|= 8.49499D-01
At iterate 1178 f= 3.69849D+01 |proj g|= 1.55871D+00
At iterate 1179 f= 3.69846D+01 |proj g|= 3.39018D+00
At iterate 1180 f= 3.69841D+01 |proj g|= 1.18814D+00
At iterate 1181 f= 3.69838D+01 |proj g|= 1.21976D+00
At iterate 1182 f= 3.69835D+01 |proj g|= 9.10961D-01
At iterate 1183 f= 3.69833D+01 |proj g|= 3.40716D+00
At iterate 1184 f= 3.69829D+01 |proj g|= 1.01821D+00
At iterate 1185 f= 3.69825D+01 |proj g|= 1.19450D+00
At iterate 1186 f= 3.69823D+01 |proj g|= 9.12085D-01
At iterate 1187 f= 3.69820D+01 |proj g|= 1.41205D+00
At iterate 1188 f= 3.69816D+01 |proj g|= 2.80889D+00
At iterate 1189 f= 3.69811D+01 |proj g|= 1.35774D+00
At iterate 1190 f= 3.69804D+01 |proj g|= 1.35734D+00
At iterate 1191 f= 3.69801D+01 |proj g|= 2.12704D+00
At iterate 1192 f= 3.69799D+01 |proj g|= 1.10356D+00
At iterate 1193 f= 3.69798D+01 |proj g|= 2.71458D-01
At iterate 1194 f= 3.69796D+01 |proj g|= 1.05095D+00
At iterate 1195 f= 3.69793D+01 |proj g|= 2.00633D+00
At iterate 1196 f= 3.69789D+01 |proj g|= 2.65754D+00
At iterate 1197 f= 3.69787D+01 |proj g|= 4.26646D+00
At iterate 1198 f= 3.69784D+01 |proj g|= 8.82325D-01
At iterate 1199 f= 3.69783D+01 |proj g|= 5.94945D-01
At iterate 1200 f= 3.69782D+01 |proj g|= 8.02717D-01
At iterate 1201 f= 3.69780D+01 |proj g|= 1.11638D+00
At iterate 1202 f= 3.69778D+01 |proj g|= 1.20716D+00
At iterate 1203 f= 3.69776D+01 |proj g|= 2.28213D+00
At iterate 1204 f= 3.69774D+01 |proj g|= 8.37250D-01
At iterate 1205 f= 3.69771D+01 |proj g|= 1.54929D+00
At iterate 1206 f= 3.69769D+01 |proj g|= 2.19330D+00
At iterate 1207 f= 3.69765D+01 |proj g|= 1.71896D+00
At iterate 1208 f= 3.69762D+01 |proj g|= 7.48220D-01
At iterate 1209 f= 3.69760D+01 |proj g|= 1.03333D+00
At iterate 1210 f= 3.69758D+01 |proj g|= 1.80614D+00
At iterate 1211 f= 3.69756D+01 |proj g|= 3.84107D+00
At iterate 1212 f= 3.69754D+01 |proj g|= 1.20737D+00
At iterate 1213 f= 3.69753D+01 |proj g|= 5.20441D-01
At iterate 1214 f= 3.69753D+01 |proj g|= 8.27321D-01
At iterate 1215 f= 3.69752D+01 |proj g|= 1.35572D+00
At iterate 1216 f= 3.69750D+01 |proj g|= 1.32141D+00
At iterate 1217 f= 3.69749D+01 |proj g|= 2.56027D+00
At iterate 1218 f= 3.69747D+01 |proj g|= 9.65144D-01
At iterate 1219 f= 3.69745D+01 |proj g|= 7.09497D-01
At iterate 1220 f= 3.69744D+01 |proj g|= 1.61003D+00
At iterate 1221 f= 3.69742D+01 |proj g|= 1.46157D+00
At iterate 1222 f= 3.69741D+01 |proj g|= 2.03035D+00
At iterate 1223 f= 3.69739D+01 |proj g|= 4.62571D-01
At iterate 1224 f= 3.69738D+01 |proj g|= 7.66147D-01
At iterate 1225 f= 3.69737D+01 |proj g|= 9.34453D-01
At iterate 1226 f= 3.69736D+01 |proj g|= 1.54939D+00
At iterate 1227 f= 3.69735D+01 |proj g|= 8.05678D-01
At iterate 1228 f= 3.69734D+01 |proj g|= 3.51055D-01
At iterate 1229 f= 3.69734D+01 |proj g|= 8.53647D-01
At iterate 1230 f= 3.69733D+01 |proj g|= 8.43064D-01
At iterate 1231 f= 3.69732D+01 |proj g|= 3.08251D+00
At iterate 1232 f= 3.69730D+01 |proj g|= 1.13606D+00
At iterate 1233 f= 3.69729D+01 |proj g|= 6.12550D-01
At iterate 1234 f= 3.69729D+01 |proj g|= 1.00877D+00
At iterate 1235 f= 3.69727D+01 |proj g|= 1.09338D+00
At iterate 1236 f= 3.69727D+01 |proj g|= 8.36620D-01
At iterate 1237 f= 3.69726D+01 |proj g|= 4.33493D-01
At iterate 1238 f= 3.69725D+01 |proj g|= 8.89874D-01
At iterate 1239 f= 3.69724D+01 |proj g|= 1.42448D+00
At iterate 1240 f= 3.69722D+01 |proj g|= 1.16554D+00
At iterate 1241 f= 3.69721D+01 |proj g|= 8.03149D-01
At iterate 1242 f= 3.69719D+01 |proj g|= 5.67857D-01
At iterate 1243 f= 3.69718D+01 |proj g|= 1.19459D+00
At iterate 1244 f= 3.69717D+01 |proj g|= 4.19811D-01
At iterate 1245 f= 3.69716D+01 |proj g|= 1.19952D+00
At iterate 1246 f= 3.69716D+01 |proj g|= 7.42385D-01
At iterate 1247 f= 3.69715D+01 |proj g|= 1.28427D+00
At iterate 1248 f= 3.69713D+01 |proj g|= 1.92966D+00
At iterate 1249 f= 3.69712D+01 |proj g|= 1.69952D+00
At iterate 1250 f= 3.69711D+01 |proj g|= 1.62821D+00
At iterate 1251 f= 3.69710D+01 |proj g|= 3.52717D-01
At iterate 1252 f= 3.69709D+01 |proj g|= 5.90695D-01
At iterate 1253 f= 3.69708D+01 |proj g|= 1.01138D+00
At iterate 1254 f= 3.69707D+01 |proj g|= 2.97131D+00
At iterate 1255 f= 3.69706D+01 |proj g|= 9.10379D-01
At iterate 1256 f= 3.69705D+01 |proj g|= 3.88411D-01
At iterate 1257 f= 3.69704D+01 |proj g|= 4.71179D-01
At iterate 1258 f= 3.69704D+01 |proj g|= 3.45319D-01
At iterate 1259 f= 3.69703D+01 |proj g|= 2.03033D+00
At iterate 1260 f= 3.69702D+01 |proj g|= 6.79202D-01
At iterate 1261 f= 3.69701D+01 |proj g|= 4.35878D-01
At iterate 1262 f= 3.69700D+01 |proj g|= 7.99304D-01
At iterate 1263 f= 3.69699D+01 |proj g|= 6.89517D-01
At iterate 1264 f= 3.69698D+01 |proj g|= 1.05759D+00
At iterate 1265 f= 3.69697D+01 |proj g|= 4.44437D-01
At iterate 1266 f= 3.69695D+01 |proj g|= 5.57474D-01
At iterate 1267 f= 3.69694D+01 |proj g|= 4.44332D-01
At iterate 1268 f= 3.69694D+01 |proj g|= 1.42710D+00
At iterate 1269 f= 3.69693D+01 |proj g|= 3.52371D-01
At iterate 1270 f= 3.69692D+01 |proj g|= 5.80077D-01
At iterate 1271 f= 3.69691D+01 |proj g|= 4.81909D-01
At iterate 1272 f= 3.69691D+01 |proj g|= 1.96461D+00
At iterate 1273 f= 3.69690D+01 |proj g|= 5.31978D-01
At iterate 1274 f= 3.69689D+01 |proj g|= 5.99139D-01
At iterate 1275 f= 3.69689D+01 |proj g|= 1.36466D+00
At iterate 1276 f= 3.69688D+01 |proj g|= 1.13864D+00
At iterate 1277 f= 3.69687D+01 |proj g|= 1.59920D+00
At iterate 1278 f= 3.69686D+01 |proj g|= 2.33891D-01
At iterate 1279 f= 3.69686D+01 |proj g|= 5.36886D-01
At iterate 1280 f= 3.69685D+01 |proj g|= 8.72554D-01
At iterate 1281 f= 3.69684D+01 |proj g|= 1.24822D+00
At iterate 1282 f= 3.69684D+01 |proj g|= 3.02098D+00
At iterate 1283 f= 3.69682D+01 |proj g|= 6.11905D-01
At iterate 1284 f= 3.69682D+01 |proj g|= 5.15530D-01
At iterate 1285 f= 3.69681D+01 |proj g|= 5.78547D-01
At iterate 1286 f= 3.69680D+01 |proj g|= 4.94125D-01
At iterate 1287 f= 3.69679D+01 |proj g|= 1.79492D+00
At iterate 1288 f= 3.69678D+01 |proj g|= 4.39885D-01
At iterate 1289 f= 3.69677D+01 |proj g|= 4.04668D-01
At iterate 1290 f= 3.69676D+01 |proj g|= 5.90178D-01
At iterate 1291 f= 3.69675D+01 |proj g|= 7.48161D-01
At iterate 1292 f= 3.69674D+01 |proj g|= 4.02017D-01
At iterate 1293 f= 3.69673D+01 |proj g|= 4.33987D-01
At iterate 1294 f= 3.69672D+01 |proj g|= 3.02766D-01
At iterate 1295 f= 3.69672D+01 |proj g|= 1.90871D+00
At iterate 1296 f= 3.69670D+01 |proj g|= 4.39024D-01
At iterate 1297 f= 3.69670D+01 |proj g|= 3.66609D-01
At iterate 1298 f= 3.69669D+01 |proj g|= 1.79695D-01
At iterate 1299 f= 3.69669D+01 |proj g|= 4.33445D-01
At iterate 1300 f= 3.69668D+01 |proj g|= 8.02834D-01
At iterate 1301 f= 3.69668D+01 |proj g|= 6.42582D-01
At iterate 1302 f= 3.69667D+01 |proj g|= 6.58719D-01
At iterate 1303 f= 3.69667D+01 |proj g|= 1.46718D+00
At iterate 1304 f= 3.69666D+01 |proj g|= 3.18225D-01
At iterate 1305 f= 3.69665D+01 |proj g|= 2.41906D-01
At iterate 1306 f= 3.69664D+01 |proj g|= 4.98733D-01
At iterate 1307 f= 3.69664D+01 |proj g|= 7.25793D-01
At iterate 1308 f= 3.69663D+01 |proj g|= 6.00658D-01
At iterate 1309 f= 3.69662D+01 |proj g|= 6.09765D-01
At iterate 1310 f= 3.69661D+01 |proj g|= 6.37426D-01
At iterate 1311 f= 3.69661D+01 |proj g|= 3.44826D-01
At iterate 1312 f= 3.69661D+01 |proj g|= 1.87688D+00
At iterate 1313 f= 3.69660D+01 |proj g|= 3.44605D-01
At iterate 1314 f= 3.69659D+01 |proj g|= 3.45448D-01
At iterate 1315 f= 3.69659D+01 |proj g|= 7.33706D-01
At iterate 1316 f= 3.69658D+01 |proj g|= 6.80617D-01
At iterate 1317 f= 3.69658D+01 |proj g|= 5.54566D-01
At iterate 1318 f= 3.69657D+01 |proj g|= 7.37085D-01
At iterate 1319 f= 3.69656D+01 |proj g|= 5.72711D-01
At iterate 1320 f= 3.69656D+01 |proj g|= 1.02563D+00
At iterate 1321 f= 3.69656D+01 |proj g|= 6.30150D-01
At iterate 1322 f= 3.69655D+01 |proj g|= 4.07021D-01
At iterate 1323 f= 3.69655D+01 |proj g|= 4.06731D-01
At iterate 1324 f= 3.69655D+01 |proj g|= 6.44263D-01
At iterate 1325 f= 3.69654D+01 |proj g|= 5.97901D-01
At iterate 1326 f= 3.69653D+01 |proj g|= 1.03216D+00
At iterate 1327 f= 3.69653D+01 |proj g|= 3.80160D-01
At iterate 1328 f= 3.69652D+01 |proj g|= 3.49580D-01
At iterate 1329 f= 3.69652D+01 |proj g|= 5.10264D-01
At iterate 1330 f= 3.69652D+01 |proj g|= 4.93654D-01
At iterate 1331 f= 3.69651D+01 |proj g|= 1.08086D+00
At iterate 1332 f= 3.69650D+01 |proj g|= 4.46830D-01
At iterate 1333 f= 3.69649D+01 |proj g|= 2.01236D-01
At iterate 1334 f= 3.69649D+01 |proj g|= 2.01106D+00
At iterate 1335 f= 3.69648D+01 |proj g|= 4.00257D-01
At iterate 1336 f= 3.69648D+01 |proj g|= 2.17537D-01
At iterate 1337 f= 3.69647D+01 |proj g|= 1.24916D+00
At iterate 1338 f= 3.69647D+01 |proj g|= 1.03971D+00
At iterate 1339 f= 3.69646D+01 |proj g|= 1.03754D+00
At iterate 1340 f= 3.69646D+01 |proj g|= 3.89369D-01
At iterate 1341 f= 3.69646D+01 |proj g|= 5.49430D-01
At iterate 1342 f= 3.69645D+01 |proj g|= 9.37206D-01
At iterate 1343 f= 3.69645D+01 |proj g|= 9.18867D-01
At iterate 1344 f= 3.69645D+01 |proj g|= 8.65136D-01
At iterate 1345 f= 3.69644D+01 |proj g|= 2.53158D-01
At iterate 1346 f= 3.69644D+01 |proj g|= 3.50600D-01
At iterate 1347 f= 3.69643D+01 |proj g|= 2.86749D-01
At iterate 1348 f= 3.69643D+01 |proj g|= 1.45220D+00
At iterate 1349 f= 3.69643D+01 |proj g|= 1.97694D-01
At iterate 1350 f= 3.69642D+01 |proj g|= 4.92787D-01
At iterate 1351 f= 3.69642D+01 |proj g|= 8.10798D-01
At iterate 1352 f= 3.69641D+01 |proj g|= 4.27740D-01
At iterate 1353 f= 3.69641D+01 |proj g|= 6.56577D-01
At iterate 1354 f= 3.69640D+01 |proj g|= 7.40433D-01
At iterate 1355 f= 3.69640D+01 |proj g|= 4.54090D-01
At iterate 1356 f= 3.69640D+01 |proj g|= 4.08763D-01
At iterate 1357 f= 3.69639D+01 |proj g|= 3.61386D-01
At iterate 1358 f= 3.69639D+01 |proj g|= 3.35225D-01
At iterate 1359 f= 3.69638D+01 |proj g|= 5.10566D-01
At iterate 1360 f= 3.69638D+01 |proj g|= 2.30273D-01
At iterate 1361 f= 3.69637D+01 |proj g|= 6.01361D-01
At iterate 1362 f= 3.69637D+01 |proj g|= 4.74363D-01
At iterate 1363 f= 3.69637D+01 |proj g|= 4.39232D-01
At iterate 1364 f= 3.69636D+01 |proj g|= 7.35630D-01
At iterate 1365 f= 3.69636D+01 |proj g|= 1.01255D-01
At iterate 1366 f= 3.69636D+01 |proj g|= 1.17129D-01
At iterate 1367 f= 3.69635D+01 |proj g|= 6.48393D-01
At iterate 1368 f= 3.69635D+01 |proj g|= 5.90453D-01
At iterate 1369 f= 3.69635D+01 |proj g|= 4.26155D-01
At iterate 1370 f= 3.69634D+01 |proj g|= 3.03924D-01
At iterate 1371 f= 3.69634D+01 |proj g|= 3.92343D-01
At iterate 1372 f= 3.69633D+01 |proj g|= 1.06886D+00
At iterate 1373 f= 3.69633D+01 |proj g|= 1.58643D+00
At iterate 1374 f= 3.69632D+01 |proj g|= 3.11255D-01
At iterate 1375 f= 3.69632D+01 |proj g|= 1.68459D-01
At iterate 1376 f= 3.69632D+01 |proj g|= 2.67884D-01
At iterate 1377 f= 3.69632D+01 |proj g|= 3.77323D-01
At iterate 1378 f= 3.69631D+01 |proj g|= 6.82249D-01
At iterate 1379 f= 3.69631D+01 |proj g|= 3.28068D-01
At iterate 1380 f= 3.69630D+01 |proj g|= 6.83259D-01
At iterate 1381 f= 3.69630D+01 |proj g|= 4.74652D-01
At iterate 1382 f= 3.69630D+01 |proj g|= 3.23254D-01
At iterate 1383 f= 3.69629D+01 |proj g|= 1.50129D-01
At iterate 1384 f= 3.69629D+01 |proj g|= 2.74069D-01
At iterate 1385 f= 3.69629D+01 |proj g|= 1.79963D+00
At iterate 1386 f= 3.69628D+01 |proj g|= 2.37496D-01
At iterate 1387 f= 3.69628D+01 |proj g|= 1.46091D-01
At iterate 1388 f= 3.69628D+01 |proj g|= 2.55645D-01
At iterate 1389 f= 3.69628D+01 |proj g|= 4.22902D-01
At iterate 1390 f= 3.69627D+01 |proj g|= 9.39015D-01
At iterate 1391 f= 3.69626D+01 |proj g|= 3.63025D-01
At iterate 1392 f= 3.69626D+01 |proj g|= 2.33322D-01
At iterate 1393 f= 3.69626D+01 |proj g|= 3.55865D-01
At iterate 1394 f= 3.69625D+01 |proj g|= 3.07757D-01
At iterate 1395 f= 3.69625D+01 |proj g|= 8.31441D-01
At iterate 1396 f= 3.69625D+01 |proj g|= 2.54893D-01
At iterate 1397 f= 3.69624D+01 |proj g|= 1.48071D-01
At iterate 1398 f= 3.69624D+01 |proj g|= 1.67957D-01
At iterate 1399 f= 3.69624D+01 |proj g|= 3.94116D-01
At iterate 1400 f= 3.69624D+01 |proj g|= 9.07872D-01
At iterate 1401 f= 3.69623D+01 |proj g|= 3.90132D-01
At iterate 1402 f= 3.69623D+01 |proj g|= 1.98618D-01
At iterate 1403 f= 3.69623D+01 |proj g|= 2.28939D-01
At iterate 1404 f= 3.69622D+01 |proj g|= 3.54917D-01
At iterate 1405 f= 3.69622D+01 |proj g|= 5.59271D-01
At iterate 1406 f= 3.69622D+01 |proj g|= 2.77373D-01
At iterate 1407 f= 3.69621D+01 |proj g|= 1.08527D-01
At iterate 1408 f= 3.69621D+01 |proj g|= 3.99662D-01
At iterate 1409 f= 3.69621D+01 |proj g|= 3.10768D-01
At iterate 1410 f= 3.69621D+01 |proj g|= 7.94372D-01
At iterate 1411 f= 3.69620D+01 |proj g|= 4.15134D-01
At iterate 1412 f= 3.69619D+01 |proj g|= 6.19168D-01
At iterate 1413 f= 3.69619D+01 |proj g|= 5.61799D-01
At iterate 1414 f= 3.69619D+01 |proj g|= 2.53654D-01
At iterate 1415 f= 3.69619D+01 |proj g|= 2.02680D-01
At iterate 1416 f= 3.69618D+01 |proj g|= 2.78293D-01
At iterate 1417 f= 3.69618D+01 |proj g|= 3.65289D-01
At iterate 1418 f= 3.69618D+01 |proj g|= 2.22731D-01
At iterate 1419 f= 3.69617D+01 |proj g|= 2.83536D-01
At iterate 1420 f= 3.69617D+01 |proj g|= 4.38226D-01
At iterate 1421 f= 3.69617D+01 |proj g|= 5.71213D-01
At iterate 1422 f= 3.69616D+01 |proj g|= 2.44200D-01
At iterate 1423 f= 3.69616D+01 |proj g|= 2.08035D-01
At iterate 1424 f= 3.69616D+01 |proj g|= 3.68731D-01
At iterate 1425 f= 3.69616D+01 |proj g|= 9.17095D-01
At iterate 1426 f= 3.69615D+01 |proj g|= 1.85195D-01
At iterate 1427 f= 3.69615D+01 |proj g|= 2.27663D-01
At iterate 1428 f= 3.69615D+01 |proj g|= 3.56906D-01
At iterate 1429 f= 3.69615D+01 |proj g|= 5.47690D-01
At iterate 1430 f= 3.69614D+01 |proj g|= 7.26598D-01
At iterate 1431 f= 3.69614D+01 |proj g|= 1.90294D-01
At iterate 1432 f= 3.69614D+01 |proj g|= 9.87140D-02
At iterate 1433 f= 3.69613D+01 |proj g|= 9.43331D-01
At iterate 1434 f= 3.69613D+01 |proj g|= 2.25638D-01
At iterate 1435 f= 3.69613D+01 |proj g|= 1.80161D-01
At iterate 1436 f= 3.69613D+01 |proj g|= 2.95145D-01
At iterate 1437 f= 3.69613D+01 |proj g|= 4.90183D-01
At iterate 1438 f= 3.69612D+01 |proj g|= 6.84972D-01
At iterate 1439 f= 3.69612D+01 |proj g|= 3.77732D-01
At iterate 1440 f= 3.69612D+01 |proj g|= 2.52910D-01
At iterate 1441 f= 3.69612D+01 |proj g|= 2.73364D-01
At iterate 1442 f= 3.69611D+01 |proj g|= 3.15307D-01
At iterate 1443 f= 3.69611D+01 |proj g|= 3.88988D-01
At iterate 1444 f= 3.69611D+01 |proj g|= 1.73348D-01
At iterate 1445 f= 3.69611D+01 |proj g|= 1.69778D-01
At iterate 1446 f= 3.69611D+01 |proj g|= 4.11105D-01
At iterate 1447 f= 3.69610D+01 |proj g|= 6.56720D-01
At iterate 1448 f= 3.69610D+01 |proj g|= 2.95589D-01
At iterate 1449 f= 3.69610D+01 |proj g|= 2.55959D-01
At iterate 1450 f= 3.69610D+01 |proj g|= 3.80533D-01
At iterate 1451 f= 3.69609D+01 |proj g|= 4.55583D-01
At iterate 1452 f= 3.69609D+01 |proj g|= 9.40057D-01
At iterate 1453 f= 3.69609D+01 |proj g|= 3.43857D-01
At iterate 1454 f= 3.69609D+01 |proj g|= 2.24141D-01
At iterate 1455 f= 3.69609D+01 |proj g|= 3.84754D-01
At iterate 1456 f= 3.69609D+01 |proj g|= 6.57804D-01
At iterate 1457 f= 3.69608D+01 |proj g|= 6.45781D-01
At iterate 1458 f= 3.69608D+01 |proj g|= 6.19123D-01
At iterate 1459 f= 3.69608D+01 |proj g|= 2.39578D-01
At iterate 1460 f= 3.69608D+01 |proj g|= 2.52212D-01
At iterate 1461 f= 3.69607D+01 |proj g|= 5.27396D-01
At iterate 1462 f= 3.69607D+01 |proj g|= 3.02717D-01
At iterate 1463 f= 3.69607D+01 |proj g|= 5.10923D-01
At iterate 1464 f= 3.69607D+01 |proj g|= 4.94924D-01
At iterate 1465 f= 3.69607D+01 |proj g|= 6.23072D-01
At iterate 1466 f= 3.69606D+01 |proj g|= 3.51219D-01
At iterate 1467 f= 3.69606D+01 |proj g|= 3.93500D-01
At iterate 1468 f= 3.69606D+01 |proj g|= 1.08554D-01
At iterate 1469 f= 3.69606D+01 |proj g|= 3.43314D-01
At iterate 1470 f= 3.69605D+01 |proj g|= 5.60486D-01
At iterate 1471 f= 3.69605D+01 |proj g|= 1.77448D+00
At iterate 1472 f= 3.69605D+01 |proj g|= 4.59115D-01
At iterate 1473 f= 3.69605D+01 |proj g|= 1.02948D-01
At iterate 1474 f= 3.69605D+01 |proj g|= 3.27557D-01
At iterate 1475 f= 3.69604D+01 |proj g|= 2.45056D-01
At iterate 1476 f= 3.69604D+01 |proj g|= 6.60431D-01
At iterate 1477 f= 3.69604D+01 |proj g|= 1.35380D-01
At iterate 1478 f= 3.69604D+01 |proj g|= 3.21685D-01
At iterate 1479 f= 3.69604D+01 |proj g|= 4.17023D-01
At iterate 1480 f= 3.69604D+01 |proj g|= 3.65622D-01
At iterate 1481 f= 3.69604D+01 |proj g|= 6.46745D-01
At iterate 1482 f= 3.69603D+01 |proj g|= 4.71981D-01
At iterate 1483 f= 3.69603D+01 |proj g|= 4.66019D-01
At iterate 1484 f= 3.69603D+01 |proj g|= 7.03414D-01
At iterate 1485 f= 3.69603D+01 |proj g|= 1.95352D-01
At iterate 1486 f= 3.69603D+01 |proj g|= 8.93857D-02
At iterate 1487 f= 3.69602D+01 |proj g|= 2.00614D-01
At iterate 1488 f= 3.69602D+01 |proj g|= 4.43877D-01
At iterate 1489 f= 3.69602D+01 |proj g|= 8.81565D-01
At iterate 1490 f= 3.69602D+01 |proj g|= 3.74055D-01
At iterate 1491 f= 3.69601D+01 |proj g|= 1.60919D-01
At iterate 1492 f= 3.69601D+01 |proj g|= 1.30017D-01
At iterate 1493 f= 3.69601D+01 |proj g|= 2.88127D-01
At iterate 1494 f= 3.69601D+01 |proj g|= 4.17915D-01
At iterate 1495 f= 3.69601D+01 |proj g|= 2.22142D-01
At iterate 1496 f= 3.69600D+01 |proj g|= 4.72155D-01
At iterate 1497 f= 3.69600D+01 |proj g|= 1.98885D-01
At iterate 1498 f= 3.69600D+01 |proj g|= 1.62268D-01
At iterate 1499 f= 3.69600D+01 |proj g|= 7.00624D-01
At iterate 1500 f= 3.69599D+01 |proj g|= 4.51086D-01
At iterate 1501 f= 3.69599D+01 |proj g|= 1.90699D-01
At iterate 1502 f= 3.69599D+01 |proj g|= 4.24214D-01
At iterate 1503 f= 3.69598D+01 |proj g|= 2.31856D-01
At iterate 1504 f= 3.69598D+01 |proj g|= 2.82772D-01
At iterate 1505 f= 3.69598D+01 |proj g|= 2.72318D-01
At iterate 1506 f= 3.69597D+01 |proj g|= 7.27631D-01
At iterate 1507 f= 3.69597D+01 |proj g|= 2.23274D-01
At iterate 1508 f= 3.69597D+01 |proj g|= 1.35797D-01
At iterate 1509 f= 3.69597D+01 |proj g|= 2.34105D-01
At iterate 1510 f= 3.69596D+01 |proj g|= 4.88214D-01
At iterate 1511 f= 3.69596D+01 |proj g|= 4.46133D-01
At iterate 1512 f= 3.69596D+01 |proj g|= 5.90688D-01
At iterate 1513 f= 3.69596D+01 |proj g|= 1.11261D-01
At iterate 1514 f= 3.69595D+01 |proj g|= 2.18987D-01
At iterate 1515 f= 3.69595D+01 |proj g|= 4.67206D-01
At iterate 1516 f= 3.69595D+01 |proj g|= 4.68775D-01
At iterate 1517 f= 3.69595D+01 |proj g|= 1.48966D+00
At iterate 1518 f= 3.69595D+01 |proj g|= 5.57961D-01
At iterate 1519 f= 3.69594D+01 |proj g|= 1.52469D-01
At iterate 1520 f= 3.69594D+01 |proj g|= 2.93339D-01
At iterate 1521 f= 3.69594D+01 |proj g|= 4.99189D-01
At iterate 1522 f= 3.69594D+01 |proj g|= 4.91523D-01
At iterate 1523 f= 3.69594D+01 |proj g|= 9.47670D-01
At iterate 1524 f= 3.69593D+01 |proj g|= 5.58470D-01
At iterate 1525 f= 3.69593D+01 |proj g|= 2.28090D-01
At iterate 1526 f= 3.69593D+01 |proj g|= 2.69481D-01
At iterate 1527 f= 3.69592D+01 |proj g|= 4.37685D-01
At iterate 1528 f= 3.69592D+01 |proj g|= 9.29317D-01
At iterate 1529 f= 3.69591D+01 |proj g|= 3.45087D-01
At iterate 1530 f= 3.69591D+01 |proj g|= 1.92579D-01
At iterate 1531 f= 3.69591D+01 |proj g|= 8.37012D-01
At iterate 1532 f= 3.69591D+01 |proj g|= 5.11475D-01
At iterate 1533 f= 3.69591D+01 |proj g|= 5.24663D-01
At iterate 1534 f= 3.69590D+01 |proj g|= 4.17386D-01
At iterate 1535 f= 3.69590D+01 |proj g|= 7.10828D-01
At iterate 1536 f= 3.69590D+01 |proj g|= 5.40008D-01
At iterate 1537 f= 3.69589D+01 |proj g|= 4.44216D-01
At iterate 1538 f= 3.69589D+01 |proj g|= 5.14721D-01
At iterate 1539 f= 3.69589D+01 |proj g|= 5.23359D-01
At iterate 1540 f= 3.69588D+01 |proj g|= 4.45287D-01
At iterate 1541 f= 3.69588D+01 |proj g|= 9.86132D-01
At iterate 1542 f= 3.69587D+01 |proj g|= 3.87058D-01
At iterate 1543 f= 3.69587D+01 |proj g|= 7.03189D-02
At iterate 1544 f= 3.69587D+01 |proj g|= 1.44719D-01
At iterate 1545 f= 3.69587D+01 |proj g|= 8.29250D-01
At iterate 1546 f= 3.69587D+01 |proj g|= 5.42566D-01
At iterate 1547 f= 3.69586D+01 |proj g|= 6.10819D-01
At iterate 1548 f= 3.69586D+01 |proj g|= 7.97916D-01
At iterate 1549 f= 3.69586D+01 |proj g|= 2.75653D-01
At iterate 1550 f= 3.69586D+01 |proj g|= 1.69418D-01
At iterate 1551 f= 3.69585D+01 |proj g|= 3.84845D-01
At iterate 1552 f= 3.69585D+01 |proj g|= 6.51753D-01
At iterate 1553 f= 3.69585D+01 |proj g|= 6.15682D-01
At iterate 1554 f= 3.69584D+01 |proj g|= 6.47614D-01
At iterate 1555 f= 3.69584D+01 |proj g|= 2.07375D-01
At iterate 1556 f= 3.69584D+01 |proj g|= 2.50260D-01
At iterate 1557 f= 3.69583D+01 |proj g|= 2.75534D-01
At iterate 1558 f= 3.69583D+01 |proj g|= 4.97423D-01
At iterate 1559 f= 3.69583D+01 |proj g|= 3.88290D-01
At iterate 1560 f= 3.69583D+01 |proj g|= 2.73107D-01
At iterate 1561 f= 3.69583D+01 |proj g|= 3.65079D-01
At iterate 1562 f= 3.69582D+01 |proj g|= 7.18246D-01
At iterate 1563 f= 3.69582D+01 |proj g|= 2.11661D-01
At iterate 1564 f= 3.69582D+01 |proj g|= 1.50933D-01
At iterate 1565 f= 3.69582D+01 |proj g|= 2.13452D-01
At iterate 1566 f= 3.69582D+01 |proj g|= 5.71481D-01
At iterate 1567 f= 3.69582D+01 |proj g|= 1.81864D-01
At iterate 1568 f= 3.69581D+01 |proj g|= 1.69329D-01
At iterate 1569 f= 3.69581D+01 |proj g|= 3.41603D-01
At iterate 1570 f= 3.69581D+01 |proj g|= 8.34208D-01
At iterate 1571 f= 3.69580D+01 |proj g|= 6.87589D-01
At iterate 1572 f= 3.69580D+01 |proj g|= 1.96530D-01
At iterate 1573 f= 3.69580D+01 |proj g|= 7.88636D-02
At iterate 1574 f= 3.69580D+01 |proj g|= 1.78608D-01
At iterate 1575 f= 3.69580D+01 |proj g|= 1.00527D+00
At iterate 1576 f= 3.69579D+01 |proj g|= 2.97162D-01
At iterate 1577 f= 3.69579D+01 |proj g|= 2.17179D-01
At iterate 1578 f= 3.69579D+01 |proj g|= 2.17367D-01
At iterate 1579 f= 3.69578D+01 |proj g|= 2.83536D-01
At iterate 1580 f= 3.69577D+01 |proj g|= 4.40726D-01
At iterate 1581 f= 3.69577D+01 |proj g|= 2.02185D-01
At iterate 1582 f= 3.69577D+01 |proj g|= 3.44882D-01
At iterate 1583 f= 3.69576D+01 |proj g|= 6.51403D-01
At iterate 1584 f= 3.69576D+01 |proj g|= 4.50749D-01
At iterate 1585 f= 3.69576D+01 |proj g|= 6.27882D-01
At iterate 1586 f= 3.69575D+01 |proj g|= 4.05199D-01
At iterate 1587 f= 3.69575D+01 |proj g|= 5.86568D-01
At iterate 1588 f= 3.69575D+01 |proj g|= 3.08869D-01
At iterate 1589 f= 3.69574D+01 |proj g|= 4.21883D-01
At iterate 1590 f= 3.69574D+01 |proj g|= 3.44952D-01
At iterate 1591 f= 3.69574D+01 |proj g|= 9.27463D-01
At iterate 1592 f= 3.69573D+01 |proj g|= 2.21808D-01
At iterate 1593 f= 3.69573D+01 |proj g|= 1.80532D-01
At iterate 1594 f= 3.69573D+01 |proj g|= 3.15042D-01
At iterate 1595 f= 3.69572D+01 |proj g|= 5.92750D-01
At iterate 1596 f= 3.69572D+01 |proj g|= 1.17092D+00
At iterate 1597 f= 3.69571D+01 |proj g|= 7.08578D-01
At iterate 1598 f= 3.69571D+01 |proj g|= 3.51155D-01
At iterate 1599 f= 3.69571D+01 |proj g|= 1.33902D-01
At iterate 1600 f= 3.69571D+01 |proj g|= 2.24056D-01
At iterate 1601 f= 3.69570D+01 |proj g|= 5.11963D-01
At iterate 1602 f= 3.69570D+01 |proj g|= 4.16736D-01
At iterate 1603 f= 3.69569D+01 |proj g|= 8.51845D-01
At iterate 1604 f= 3.69569D+01 |proj g|= 3.02958D-01
At iterate 1605 f= 3.69568D+01 |proj g|= 2.03014D-01
At iterate 1606 f= 3.69568D+01 |proj g|= 4.76948D-01
At iterate 1607 f= 3.69567D+01 |proj g|= 5.79608D-01
At iterate 1608 f= 3.69566D+01 |proj g|= 3.04763D-01
At iterate 1609 f= 3.69566D+01 |proj g|= 1.42239D+00
At iterate 1610 f= 3.69566D+01 |proj g|= 3.63855D-01
At iterate 1611 f= 3.69566D+01 |proj g|= 3.82320D-01
At iterate 1612 f= 3.69565D+01 |proj g|= 3.53386D-01
At iterate 1613 f= 3.69565D+01 |proj g|= 5.74945D-01
At iterate 1614 f= 3.69565D+01 |proj g|= 2.58121D-01
At iterate 1615 f= 3.69564D+01 |proj g|= 6.32002D-01
At iterate 1616 f= 3.69564D+01 |proj g|= 7.05461D-01
At iterate 1617 f= 3.69563D+01 |proj g|= 7.48353D-01
At iterate 1618 f= 3.69563D+01 |proj g|= 5.20885D-01
At iterate 1619 f= 3.69563D+01 |proj g|= 2.36361D-01
At iterate 1620 f= 3.69563D+01 |proj g|= 1.38675D-01
At iterate 1621 f= 3.69562D+01 |proj g|= 1.99571D-01
At iterate 1622 f= 3.69562D+01 |proj g|= 1.77697D+00
At iterate 1623 f= 3.69562D+01 |proj g|= 8.13493D-01
At iterate 1624 f= 3.69561D+01 |proj g|= 1.86836D-01
At iterate 1625 f= 3.69561D+01 |proj g|= 3.14647D-01
At iterate 1626 f= 3.69560D+01 |proj g|= 3.13683D-01
At iterate 1627 f= 3.69560D+01 |proj g|= 8.23035D-01
At iterate 1628 f= 3.69560D+01 |proj g|= 2.67831D-01
At iterate 1629 f= 3.69559D+01 |proj g|= 1.80810D-01
At iterate 1630 f= 3.69559D+01 |proj g|= 2.03208D-01
At iterate 1631 f= 3.69559D+01 |proj g|= 9.98625D-01
At iterate 1632 f= 3.69558D+01 |proj g|= 2.56027D-01
At iterate 1633 f= 3.69558D+01 |proj g|= 1.43620D-01
At iterate 1634 f= 3.69557D+01 |proj g|= 2.26167D-01
At iterate 1635 f= 3.69557D+01 |proj g|= 1.05892D+00
At iterate 1636 f= 3.69557D+01 |proj g|= 1.45848D-01
At iterate 1637 f= 3.69557D+01 |proj g|= 2.64974D-01
At iterate 1638 f= 3.69557D+01 |proj g|= 4.09982D-01
At iterate 1639 f= 3.69556D+01 |proj g|= 1.02119D+00
At iterate 1640 f= 3.69556D+01 |proj g|= 5.02864D-01
At iterate 1641 f= 3.69555D+01 |proj g|= 1.99877D-01
At iterate 1642 f= 3.69555D+01 |proj g|= 4.25427D-01
At iterate 1643 f= 3.69555D+01 |proj g|= 3.30262D-01
At iterate 1644 f= 3.69554D+01 |proj g|= 3.06270D-01
At iterate 1645 f= 3.69554D+01 |proj g|= 4.67362D-01
At iterate 1646 f= 3.69554D+01 |proj g|= 8.72537D-01
At iterate 1647 f= 3.69553D+01 |proj g|= 2.01624D-01
At iterate 1648 f= 3.69553D+01 |proj g|= 1.31834D-01
At iterate 1649 f= 3.69553D+01 |proj g|= 2.87667D-01
At iterate 1650 f= 3.69553D+01 |proj g|= 5.79908D-01
At iterate 1651 f= 3.69552D+01 |proj g|= 6.63713D-01
At iterate 1652 f= 3.69552D+01 |proj g|= 9.02932D-01
At iterate 1653 f= 3.69552D+01 |proj g|= 2.10981D-01
At iterate 1654 f= 3.69552D+01 |proj g|= 1.49908D-01
At iterate 1655 f= 3.69551D+01 |proj g|= 2.16900D-01
At iterate 1656 f= 3.69551D+01 |proj g|= 7.41438D-01
At iterate 1657 f= 3.69551D+01 |proj g|= 3.29774D-01
At iterate 1658 f= 3.69550D+01 |proj g|= 2.78892D-01
At iterate 1659 f= 3.69549D+01 |proj g|= 1.28149D+00
At iterate 1660 f= 3.69549D+01 |proj g|= 2.08693D-01
At iterate 1661 f= 3.69549D+01 |proj g|= 1.33319D-01
At iterate 1662 f= 3.69548D+01 |proj g|= 1.45745D-01
At iterate 1663 f= 3.69548D+01 |proj g|= 4.98688D-01
At iterate 1664 f= 3.69547D+01 |proj g|= 4.90813D-01
At iterate 1665 f= 3.69547D+01 |proj g|= 2.33835D-01
At iterate 1666 f= 3.69547D+01 |proj g|= 2.45263D-01
At iterate 1667 f= 3.69547D+01 |proj g|= 6.08553D-01
At iterate 1668 f= 3.69546D+01 |proj g|= 4.15407D-01
At iterate 1669 f= 3.69546D+01 |proj g|= 1.44535D-01
At iterate 1670 f= 3.69546D+01 |proj g|= 1.92612D-01
At iterate 1671 f= 3.69546D+01 |proj g|= 7.50182D-01
At iterate 1672 f= 3.69545D+01 |proj g|= 6.38121D-01
At iterate 1673 f= 3.69545D+01 |proj g|= 1.14289D-01
At iterate 1674 f= 3.69544D+01 |proj g|= 3.15770D-01
At iterate 1675 f= 3.69544D+01 |proj g|= 4.50550D-01
At iterate 1676 f= 3.69544D+01 |proj g|= 5.65759D-01
At iterate 1677 f= 3.69543D+01 |proj g|= 2.61851D-01
At iterate 1678 f= 3.69543D+01 |proj g|= 1.63293D-01
At iterate 1679 f= 3.69543D+01 |proj g|= 2.49740D-01
At iterate 1680 f= 3.69543D+01 |proj g|= 7.71746D-01
At iterate 1681 f= 3.69542D+01 |proj g|= 2.37963D-01
At iterate 1682 f= 3.69542D+01 |proj g|= 3.09398D-01
At iterate 1683 f= 3.69542D+01 |proj g|= 2.22928D-01
At iterate 1684 f= 3.69541D+01 |proj g|= 9.48505D-01
At iterate 1685 f= 3.69541D+01 |proj g|= 5.62724D-01
At iterate 1686 f= 3.69541D+01 |proj g|= 1.70452D-01
At iterate 1687 f= 3.69540D+01 |proj g|= 5.32298D-01
At iterate 1688 f= 3.69540D+01 |proj g|= 7.82142D-01
At iterate 1689 f= 3.69540D+01 |proj g|= 3.12381D-01
At iterate 1690 f= 3.69540D+01 |proj g|= 2.42635D-01
At iterate 1691 f= 3.69540D+01 |proj g|= 4.51815D-01
At iterate 1692 f= 3.69539D+01 |proj g|= 3.83218D-01
At iterate 1693 f= 3.69539D+01 |proj g|= 6.62063D-01
At iterate 1694 f= 3.69539D+01 |proj g|= 1.33619D-01
At iterate 1695 f= 3.69539D+01 |proj g|= 2.72750D-01
At iterate 1696 f= 3.69538D+01 |proj g|= 3.45278D-01
At iterate 1697 f= 3.69538D+01 |proj g|= 6.75176D-01
At iterate 1698 f= 3.69538D+01 |proj g|= 3.39568D-01
At iterate 1699 f= 3.69538D+01 |proj g|= 2.40886D-01
At iterate 1700 f= 3.69537D+01 |proj g|= 3.40861D-01
At iterate 1701 f= 3.69537D+01 |proj g|= 5.57155D-01
At iterate 1702 f= 3.69537D+01 |proj g|= 4.38182D-01
At iterate 1703 f= 3.69537D+01 |proj g|= 1.87873D-01
At iterate 1704 f= 3.69537D+01 |proj g|= 2.78987D-01
At iterate 1705 f= 3.69537D+01 |proj g|= 4.78961D-01
At iterate 1706 f= 3.69536D+01 |proj g|= 5.33875D-01
At iterate 1707 f= 3.69536D+01 |proj g|= 4.19370D-01
At iterate 1708 f= 3.69536D+01 |proj g|= 1.51142D-01
At iterate 1709 f= 3.69535D+01 |proj g|= 2.22911D-01
At iterate 1710 f= 3.69535D+01 |proj g|= 3.89167D-01
At iterate 1711 f= 3.69535D+01 |proj g|= 9.40482D-01
At iterate 1712 f= 3.69535D+01 |proj g|= 3.26702D-01
At iterate 1713 f= 3.69535D+01 |proj g|= 1.78295D-01
At iterate 1714 f= 3.69535D+01 |proj g|= 2.28513D-01
At iterate 1715 f= 3.69534D+01 |proj g|= 3.71810D-01
At iterate 1716 f= 3.69534D+01 |proj g|= 8.07658D-01
At iterate 1717 f= 3.69534D+01 |proj g|= 4.66035D-01
At iterate 1718 f= 3.69534D+01 |proj g|= 2.94459D-01
At iterate 1719 f= 3.69534D+01 |proj g|= 2.17947D-01
At iterate 1720 f= 3.69533D+01 |proj g|= 2.77163D-01
At iterate 1721 f= 3.69533D+01 |proj g|= 4.48234D-01
At iterate 1722 f= 3.69533D+01 |proj g|= 2.17445D-01
At iterate 1723 f= 3.69533D+01 |proj g|= 3.11218D-01
At iterate 1724 f= 3.69532D+01 |proj g|= 9.81117D-01
At iterate 1725 f= 3.69532D+01 |proj g|= 2.72106D-01
At iterate 1726 f= 3.69532D+01 |proj g|= 1.28200D-01
At iterate 1727 f= 3.69532D+01 |proj g|= 3.05894D-01
At iterate 1728 f= 3.69532D+01 |proj g|= 2.29726D-01
At iterate 1729 f= 3.69532D+01 |proj g|= 3.68961D-01
At iterate 1730 f= 3.69531D+01 |proj g|= 3.16205D-01
At iterate 1731 f= 3.69531D+01 |proj g|= 3.36965D-01
At iterate 1732 f= 3.69531D+01 |proj g|= 6.78436D-01
At iterate 1733 f= 3.69531D+01 |proj g|= 2.30478D-01
At iterate 1734 f= 3.69531D+01 |proj g|= 8.46162D-02
At iterate 1735 f= 3.69531D+01 |proj g|= 1.87266D-01
At iterate 1736 f= 3.69531D+01 |proj g|= 2.98340D-01
At iterate 1737 f= 3.69530D+01 |proj g|= 4.43387D-01
At iterate 1738 f= 3.69530D+01 |proj g|= 3.55791D-01
At iterate 1739 f= 3.69530D+01 |proj g|= 1.25476D-01
At iterate 1740 f= 3.69530D+01 |proj g|= 2.59139D-01
At iterate 1741 f= 3.69530D+01 |proj g|= 2.27550D-01
At iterate 1742 f= 3.69530D+01 |proj g|= 5.25396D-01
At iterate 1743 f= 3.69530D+01 |proj g|= 1.71997D-01
At iterate 1744 f= 3.69529D+01 |proj g|= 1.10309D-01
At iterate 1745 f= 3.69529D+01 |proj g|= 1.94208D-01
At iterate 1746 f= 3.69529D+01 |proj g|= 3.66400D-01
At iterate 1747 f= 3.69529D+01 |proj g|= 2.33269D-01
At iterate 1748 f= 3.69528D+01 |proj g|= 4.13029D-01
At iterate 1749 f= 3.69528D+01 |proj g|= 1.14145D-01
At iterate 1750 f= 3.69528D+01 |proj g|= 2.31760D-01
At iterate 1751 f= 3.69528D+01 |proj g|= 5.32185D-01
At iterate 1752 f= 3.69528D+01 |proj g|= 3.54463D-01
At iterate 1753 f= 3.69528D+01 |proj g|= 2.32184D-01
At iterate 1754 f= 3.69527D+01 |proj g|= 4.12353D-01
At iterate 1755 f= 3.69527D+01 |proj g|= 3.54207D-01
At iterate 1756 f= 3.69527D+01 |proj g|= 2.05621D-01
At iterate 1757 f= 3.69527D+01 |proj g|= 4.52783D-01
At iterate 1758 f= 3.69527D+01 |proj g|= 1.33989D-01
At iterate 1759 f= 3.69527D+01 |proj g|= 1.45269D-01
At iterate 1760 f= 3.69527D+01 |proj g|= 9.66037D-02
At iterate 1761 f= 3.69526D+01 |proj g|= 4.09950D-01
At iterate 1762 f= 3.69526D+01 |proj g|= 3.41878D-01
At iterate 1763 f= 3.69526D+01 |proj g|= 1.81393D-01
At iterate 1764 f= 3.69526D+01 |proj g|= 2.61798D-01
At iterate 1765 f= 3.69526D+01 |proj g|= 1.33840D-01
At iterate 1766 f= 3.69526D+01 |proj g|= 3.48151D-01
At iterate 1767 f= 3.69526D+01 |proj g|= 3.16107D-01
At iterate 1768 f= 3.69525D+01 |proj g|= 3.63738D-01
At iterate 1769 f= 3.69525D+01 |proj g|= 1.59978D-01
At iterate 1770 f= 3.69525D+01 |proj g|= 3.08606D-01
At iterate 1771 f= 3.69525D+01 |proj g|= 3.71265D-01
At iterate 1772 f= 3.69525D+01 |proj g|= 4.97845D-01
At iterate 1773 f= 3.69525D+01 |proj g|= 1.77205D-01
At iterate 1774 f= 3.69525D+01 |proj g|= 1.33604D-01
At iterate 1775 f= 3.69525D+01 |proj g|= 1.69405D-01
At iterate 1776 f= 3.69525D+01 |proj g|= 2.20594D-01
At iterate 1777 f= 3.69524D+01 |proj g|= 6.25981D-01
At iterate 1778 f= 3.69524D+01 |proj g|= 2.95203D-01
At iterate 1779 f= 3.69524D+01 |proj g|= 1.53380D-01
At iterate 1780 f= 3.69524D+01 |proj g|= 1.12672D-01
At iterate 1781 f= 3.69524D+01 |proj g|= 1.12430D+00
At iterate 1782 f= 3.69524D+01 |proj g|= 3.84490D-01
At iterate 1783 f= 3.69524D+01 |proj g|= 1.73566D-01
At iterate 1784 f= 3.69524D+01 |proj g|= 1.50129D-01
At iterate 1785 f= 3.69524D+01 |proj g|= 1.63904D-01
At iterate 1786 f= 3.69523D+01 |proj g|= 2.65912D-01
At iterate 1787 f= 3.69523D+01 |proj g|= 3.58957D-01
At iterate 1788 f= 3.69523D+01 |proj g|= 2.02786D-01
At iterate 1789 f= 3.69523D+01 |proj g|= 1.13349D-01
At iterate 1790 f= 3.69523D+01 |proj g|= 2.24289D-01
At iterate 1791 f= 3.69523D+01 |proj g|= 2.25673D-01
At iterate 1792 f= 3.69523D+01 |proj g|= 3.14210D-01
At iterate 1793 f= 3.69523D+01 |proj g|= 2.66625D-01
At iterate 1794 f= 3.69523D+01 |proj g|= 1.21114D-01
At iterate 1795 f= 3.69523D+01 |proj g|= 2.25183D-01
At iterate 1796 f= 3.69522D+01 |proj g|= 1.69015D-01
At iterate 1797 f= 3.69522D+01 |proj g|= 6.54335D-01
At iterate 1798 f= 3.69522D+01 |proj g|= 1.95946D-01
At iterate 1799 f= 3.69522D+01 |proj g|= 1.01591D-01
At iterate 1800 f= 3.69521D+01 |proj g|= 9.06519D-01
At iterate 1801 f= 3.69521D+01 |proj g|= 3.66254D-01
At iterate 1802 f= 3.69521D+01 |proj g|= 9.67809D-02
At iterate 1803 f= 3.69521D+01 |proj g|= 9.31185D-02
At iterate 1804 f= 3.69521D+01 |proj g|= 3.09039D-01
At iterate 1805 f= 3.69521D+01 |proj g|= 2.61116D-01
At iterate 1806 f= 3.69521D+01 |proj g|= 6.52717D-01
At iterate 1807 f= 3.69520D+01 |proj g|= 1.33326D-01
At iterate 1808 f= 3.69520D+01 |proj g|= 2.41304D-01
At iterate 1809 f= 3.69520D+01 |proj g|= 5.77667D-01
At iterate 1810 f= 3.69520D+01 |proj g|= 7.54158D-01
At iterate 1811 f= 3.69520D+01 |proj g|= 1.99175D-01
At iterate 1812 f= 3.69520D+01 |proj g|= 1.06860D-01
At iterate 1813 f= 3.69520D+01 |proj g|= 1.60191D-01
At iterate 1814 f= 3.69520D+01 |proj g|= 1.24655D+00
At iterate 1815 f= 3.69519D+01 |proj g|= 4.93307D-01
At iterate 1816 f= 3.69519D+01 |proj g|= 1.62067D-01
At iterate 1817 f= 3.69519D+01 |proj g|= 2.52476D-01
At iterate 1818 f= 3.69519D+01 |proj g|= 3.83764D-01
At iterate 1819 f= 3.69519D+01 |proj g|= 9.40081D-01
At iterate 1820 f= 3.69518D+01 |proj g|= 1.93615D-01
At iterate 1821 f= 3.69518D+01 |proj g|= 1.53863D-01
At iterate 1822 f= 3.69518D+01 |proj g|= 3.02086D-01
At iterate 1823 f= 3.69518D+01 |proj g|= 3.66732D-01
At iterate 1824 f= 3.69518D+01 |proj g|= 3.45142D-01
At iterate 1825 f= 3.69517D+01 |proj g|= 1.39469D-01
At iterate 1826 f= 3.69517D+01 |proj g|= 1.29998D-01
At iterate 1827 f= 3.69517D+01 |proj g|= 1.28996D-01
At iterate 1828 f= 3.69517D+01 |proj g|= 3.14161D-01
At iterate 1829 f= 3.69517D+01 |proj g|= 1.98953D-01
At iterate 1830 f= 3.69517D+01 |proj g|= 2.00130D-01
At iterate 1831 f= 3.69517D+01 |proj g|= 8.91317D-01
At iterate 1832 f= 3.69516D+01 |proj g|= 3.42294D-01
At iterate 1833 f= 3.69516D+01 |proj g|= 1.82658D-01
At iterate 1834 f= 3.69516D+01 |proj g|= 9.50443D-02
At iterate 1835 f= 3.69516D+01 |proj g|= 3.49353D-01
At iterate 1836 f= 3.69516D+01 |proj g|= 3.36649D-01
At iterate 1837 f= 3.69516D+01 |proj g|= 2.77531D-01
At iterate 1838 f= 3.69516D+01 |proj g|= 1.10040D-01
At iterate 1839 f= 3.69516D+01 |proj g|= 1.01996D-01
At iterate 1840 f= 3.69515D+01 |proj g|= 2.94980D-01
At iterate 1841 f= 3.69515D+01 |proj g|= 2.99547D-01
At iterate 1842 f= 3.69515D+01 |proj g|= 1.04884D-01
At iterate 1843 f= 3.69515D+01 |proj g|= 2.43506D-01
At iterate 1844 f= 3.69515D+01 |proj g|= 1.23314D-01
At iterate 1845 f= 3.69515D+01 |proj g|= 4.34087D-01
At iterate 1846 f= 3.69515D+01 |proj g|= 2.03426D-01
At iterate 1847 f= 3.69514D+01 |proj g|= 1.74795D-01
At iterate 1848 f= 3.69514D+01 |proj g|= 7.08255D-01
At iterate 1849 f= 3.69514D+01 |proj g|= 2.90180D-01
At iterate 1850 f= 3.69514D+01 |proj g|= 2.07113D-01
At iterate 1851 f= 3.69514D+01 |proj g|= 3.15954D-01
At iterate 1852 f= 3.69513D+01 |proj g|= 4.34898D-01
At iterate 1853 f= 3.69513D+01 |proj g|= 4.69394D-01
At iterate 1854 f= 3.69513D+01 |proj g|= 2.31810D-01
At iterate 1855 f= 3.69512D+01 |proj g|= 4.45168D-01
At iterate 1856 f= 3.69512D+01 |proj g|= 1.66654D-01
At iterate 1857 f= 3.69512D+01 |proj g|= 1.94197D-01
At iterate 1858 f= 3.69512D+01 |proj g|= 5.77635D-01
At iterate 1859 f= 3.69512D+01 |proj g|= 5.03026D-01
At iterate 1860 f= 3.69511D+01 |proj g|= 4.12024D-01
At iterate 1861 f= 3.69511D+01 |proj g|= 1.98698D-01
At iterate 1862 f= 3.69511D+01 |proj g|= 1.25191D-01
At iterate 1863 f= 3.69511D+01 |proj g|= 2.22680D-01
At iterate 1864 f= 3.69511D+01 |proj g|= 3.69707D-01
At iterate 1865 f= 3.69511D+01 |proj g|= 5.76903D-01
At iterate 1866 f= 3.69510D+01 |proj g|= 1.20553D-01
At iterate 1867 f= 3.69510D+01 |proj g|= 1.10047D-01
At iterate 1868 f= 3.69510D+01 |proj g|= 3.00315D-01
At iterate 1869 f= 3.69510D+01 |proj g|= 3.04417D-01
At iterate 1870 f= 3.69510D+01 |proj g|= 2.75735D-01
At iterate 1871 f= 3.69510D+01 |proj g|= 7.07776D-01
At iterate 1872 f= 3.69509D+01 |proj g|= 1.96187D-01
At iterate 1873 f= 3.69509D+01 |proj g|= 1.36433D-01
At iterate 1874 f= 3.69509D+01 |proj g|= 2.15103D-01
At iterate 1875 f= 3.69509D+01 |proj g|= 2.05456D-01
At iterate 1876 f= 3.69509D+01 |proj g|= 2.71781D-01
At iterate 1877 f= 3.69509D+01 |proj g|= 1.70347D-01
At iterate 1878 f= 3.69508D+01 |proj g|= 5.87101D-01
At iterate 1879 f= 3.69508D+01 |proj g|= 2.36840D-01
At iterate 1880 f= 3.69508D+01 |proj g|= 1.50213D-01
At iterate 1881 f= 3.69508D+01 |proj g|= 4.20441D-01
At iterate 1882 f= 3.69508D+01 |proj g|= 3.20627D-01
At iterate 1883 f= 3.69507D+01 |proj g|= 6.28330D-01
At iterate 1884 f= 3.69507D+01 |proj g|= 1.70114D-01
At iterate 1885 f= 3.69507D+01 |proj g|= 2.18537D-01
At iterate 1886 f= 3.69507D+01 |proj g|= 3.27715D-01
At iterate 1887 f= 3.69507D+01 |proj g|= 4.53406D-01
At iterate 1888 f= 3.69506D+01 |proj g|= 1.24821D-01
At iterate 1889 f= 3.69506D+01 |proj g|= 1.16676D-01
At iterate 1890 f= 3.69506D+01 |proj g|= 1.46662D-01
At iterate 1891 f= 3.69506D+01 |proj g|= 3.01512D-01
At iterate 1892 f= 3.69506D+01 |proj g|= 5.00173D-01
At iterate 1893 f= 3.69506D+01 |proj g|= 1.70678D-01
At iterate 1894 f= 3.69506D+01 |proj g|= 3.74123D-01
At iterate 1895 f= 3.69505D+01 |proj g|= 4.92969D-01
At iterate 1896 f= 3.69505D+01 |proj g|= 6.76631D-01
At iterate 1897 f= 3.69505D+01 |proj g|= 5.86612D-01
At iterate 1898 f= 3.69505D+01 |proj g|= 1.46125D-01
At iterate 1899 f= 3.69505D+01 |proj g|= 2.41134D-01
At iterate 1900 f= 3.69504D+01 |proj g|= 3.83291D-01
At iterate 1901 f= 3.69504D+01 |proj g|= 4.72209D-01
At iterate 1902 f= 3.69504D+01 |proj g|= 5.27920D-01
At iterate 1903 f= 3.69504D+01 |proj g|= 2.40003D-01
At iterate 1904 f= 3.69503D+01 |proj g|= 3.04443D-01
At iterate 1905 f= 3.69503D+01 |proj g|= 5.00872D-01
At iterate 1906 f= 3.69503D+01 |proj g|= 3.17971D-01
At iterate 1907 f= 3.69503D+01 |proj g|= 1.15213D-01
At iterate 1908 f= 3.69503D+01 |proj g|= 3.48480D-01
At iterate 1909 f= 3.69503D+01 |proj g|= 9.02393D-01
At iterate 1910 f= 3.69502D+01 |proj g|= 3.00204D-01
At iterate 1911 f= 3.69502D+01 |proj g|= 2.37047D-01
At iterate 1912 f= 3.69502D+01 |proj g|= 4.25825D-01
At iterate 1913 f= 3.69502D+01 |proj g|= 3.52641D-01
At iterate 1914 f= 3.69502D+01 |proj g|= 4.51055D-01
At iterate 1915 f= 3.69501D+01 |proj g|= 1.73268D-01
At iterate 1916 f= 3.69501D+01 |proj g|= 3.27588D-01
At iterate 1917 f= 3.69501D+01 |proj g|= 5.14962D-01
At iterate 1918 f= 3.69501D+01 |proj g|= 9.51110D-01
At iterate 1919 f= 3.69501D+01 |proj g|= 3.18974D-01
At iterate 1920 f= 3.69501D+01 |proj g|= 2.14488D-01
At iterate 1921 f= 3.69500D+01 |proj g|= 5.43636D-01
At iterate 1922 f= 3.69500D+01 |proj g|= 7.29107D-01
At iterate 1923 f= 3.69500D+01 |proj g|= 9.26578D-01
At iterate 1924 f= 3.69500D+01 |proj g|= 3.58345D-01
At iterate 1925 f= 3.69500D+01 |proj g|= 1.41751D-01
At iterate 1926 f= 3.69500D+01 |proj g|= 4.38537D-01
At iterate 1927 f= 3.69500D+01 |proj g|= 5.75832D-01
At iterate 1928 f= 3.69499D+01 |proj g|= 4.68630D-01
At iterate 1929 f= 3.69499D+01 |proj g|= 3.33637D-01
At iterate 1930 f= 3.69499D+01 |proj g|= 9.41162D-02
At iterate 1931 f= 3.69499D+01 |proj g|= 1.74211D-01
At iterate 1932 f= 3.69499D+01 |proj g|= 2.53886D-01
At iterate 1933 f= 3.69498D+01 |proj g|= 6.96990D-01
At iterate 1934 f= 3.69498D+01 |proj g|= 4.82597D-01
At iterate 1935 f= 3.69498D+01 |proj g|= 9.75903D-02
At iterate 1936 f= 3.69498D+01 |proj g|= 6.48456D-02
At iterate 1937 f= 3.69498D+01 |proj g|= 6.97488D-01
At iterate 1938 f= 3.69498D+01 |proj g|= 5.06629D-01
At iterate 1939 f= 3.69498D+01 |proj g|= 1.24035D-01
At iterate 1940 f= 3.69498D+01 |proj g|= 1.39340D-01
At iterate 1941 f= 3.69497D+01 |proj g|= 2.88598D-01
At iterate 1942 f= 3.69497D+01 |proj g|= 4.10142D-01
At iterate 1943 f= 3.69497D+01 |proj g|= 2.97855D-01
At iterate 1944 f= 3.69497D+01 |proj g|= 9.23667D-02
At iterate 1945 f= 3.69497D+01 |proj g|= 1.94492D-01
At iterate 1946 f= 3.69497D+01 |proj g|= 6.68570D-01
At iterate 1947 f= 3.69497D+01 |proj g|= 2.21010D-01
At iterate 1948 f= 3.69497D+01 |proj g|= 1.45875D-01
At iterate 1949 f= 3.69496D+01 |proj g|= 1.88620D-01
At iterate 1950 f= 3.69496D+01 |proj g|= 9.75332D-01
At iterate 1951 f= 3.69496D+01 |proj g|= 3.51096D-01
At iterate 1952 f= 3.69496D+01 |proj g|= 6.34202D-02
At iterate 1953 f= 3.69496D+01 |proj g|= 1.25279D-01
At iterate 1954 f= 3.69496D+01 |proj g|= 1.63849D-01
At iterate 1955 f= 3.69496D+01 |proj g|= 4.26904D-01
At iterate 1956 f= 3.69496D+01 |proj g|= 2.53111D-01
At iterate 1957 f= 3.69496D+01 |proj g|= 1.12801D-01
At iterate 1958 f= 3.69496D+01 |proj g|= 1.04832D-01
At iterate 1959 f= 3.69495D+01 |proj g|= 2.53163D-01
At iterate 1960 f= 3.69495D+01 |proj g|= 1.84085D-01
At iterate 1961 f= 3.69495D+01 |proj g|= 6.11880D-01
At iterate 1962 f= 3.69495D+01 |proj g|= 1.06771D-01
At iterate 1963 f= 3.69495D+01 |proj g|= 1.17629D-01
At iterate 1964 f= 3.69495D+01 |proj g|= 2.70931D-01
At iterate 1965 f= 3.69495D+01 |proj g|= 5.27937D-01
At iterate 1966 f= 3.69495D+01 |proj g|= 1.95201D-01
At iterate 1967 f= 3.69495D+01 |proj g|= 7.85515D-02
At iterate 1968 f= 3.69495D+01 |proj g|= 1.32871D-01
At iterate 1969 f= 3.69495D+01 |proj g|= 2.43679D-01
At iterate 1970 f= 3.69495D+01 |proj g|= 4.27926D-01
At iterate 1971 f= 3.69494D+01 |proj g|= 5.29295D-01
At iterate 1972 f= 3.69494D+01 |proj g|= 9.35802D-02
At iterate 1973 f= 3.69494D+01 |proj g|= 6.71223D-02
At iterate 1974 f= 3.69494D+01 |proj g|= 9.82218D-02
At iterate 1975 f= 3.69494D+01 |proj g|= 5.55187D-01
At iterate 1976 f= 3.69494D+01 |proj g|= 3.15069D-01
At iterate 1977 f= 3.69494D+01 |proj g|= 5.12824D-01
At iterate 1978 f= 3.69494D+01 |proj g|= 3.67120D-01
At iterate 1979 f= 3.69494D+01 |proj g|= 1.27759D-01
At iterate 1980 f= 3.69494D+01 |proj g|= 8.12419D-02
At iterate 1981 f= 3.69493D+01 |proj g|= 2.27733D-01
At iterate 1982 f= 3.69493D+01 |proj g|= 1.51696D-01
At iterate 1983 f= 3.69493D+01 |proj g|= 5.80904D-01
At iterate 1984 f= 3.69493D+01 |proj g|= 3.14795D-01
At iterate 1985 f= 3.69493D+01 |proj g|= 9.93656D-02
At iterate 1986 f= 3.69493D+01 |proj g|= 2.14649D-01
At iterate 1987 f= 3.69493D+01 |proj g|= 3.18671D-01
At iterate 1988 f= 3.69493D+01 |proj g|= 6.18180D-01
At iterate 1989 f= 3.69492D+01 |proj g|= 1.96834D-01
At iterate 1990 f= 3.69492D+01 |proj g|= 1.92234D-01
At iterate 1991 f= 3.69492D+01 |proj g|= 3.64397D-01
At iterate 1992 f= 3.69492D+01 |proj g|= 5.36080D-01
At iterate 1993 f= 3.69492D+01 |proj g|= 3.64882D-01
At iterate 1994 f= 3.69492D+01 |proj g|= 9.40056D-02
At iterate 1995 f= 3.69492D+01 |proj g|= 1.20784D-01
At iterate 1996 f= 3.69492D+01 |proj g|= 1.85673D-01
At iterate 1997 f= 3.69492D+01 |proj g|= 6.86293D-01
At iterate 1998 f= 3.69492D+01 |proj g|= 1.95236D-01
At iterate 1999 f= 3.69491D+01 |proj g|= 7.20128D-02
At iterate 2000 f= 3.69491D+01 |proj g|= 1.14443D-01
* * *
Tit = total number of iterations
Tnf = total number of function evaluations
Tnint = total number of segments explored during Cauchy searches
Skip = number of BFGS updates skipped
Nact = number of active bounds at final generalized Cauchy point
Projg = norm of the final projected gradient
F = final function value
* * *
N Tit Tnf Tnint Skip Nact Projg F
460 2000 2130 1 0 0 1.144D-01 3.695D+01
F = 36.949129853877011
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT
[21]:
plot_model(m)
The following plot shows that we use different inducing inputs in each output dimension.
[22]:
for i in range(len(m.inducing_variable.inducing_variable_list)):
q_mu_unwhitened, q_var_unwhitened = m.predict_f(m.inducing_variable.inducing_variable_list[i].Z)
plt.plot(
m.inducing_variable.inducing_variable_list[i].Z.numpy(),
q_mu_unwhitened[:, i, None].numpy(),
"o",
)
plt.gca().set_xticks(np.linspace(-6, 6, 20), minor=True)
plt.gca().set_yticks(np.linspace(-9, 9, 20), minor=True)
plt.grid(which="minor")
[23]:
m.inducing_variable.inducing_variable_list
[23]:
ListWrapper([<gpflow.inducing_variables.inducing_variables.InducingPoints object at 0x7f5f7c1d4850>, <gpflow.inducing_variables.inducing_variables.InducingPoints object at 0x7f5f7c1d46d0>, <gpflow.inducing_variables.inducing_variables.InducingPoints object at 0x7f5f7c1d4280>])
Model \(f(x)\) by doing inference in the \(g\) space¶
Mixed kernel and uncorrelated inducing variables¶
Remember the general case: \(f(x) = W g(x)\), where \(g(x) \in \mathbb{R}^L\), \(f(x) \in \mathbb{R}^P\) and \(W \in \mathbb{R}^{P \times L}\), where \(L \leq P\). We assume that the outputs of \(g\) are uncorrelated, and by mixing them with \(W\) they become correlated. With this setup we perform the optimal routine to calculate the conditional. Namely, calculate the conditional of the uncorrelated latent \(g\) and afterwards project the mean and variance using the mixing matrix: \(\mu_f = W \mu_g\) and \(\Sigma_f = W\Sigma_g W^\top\)
\(K_{uu} = L \times M \times M\)
\(K_{uf} = L \times M \times N\)
[24]:
# Create list of kernels for each output
kern_list = [gpf.kernels.SquaredExponential() + gpf.kernels.Linear() for _ in range(L)]
# Create multi-output kernel from kernel list
kernel = gpf.kernels.LinearCoregionalization(
kern_list, W=np.random.randn(P, L)
) # Notice that we initialise the mixing matrix W
# initialisation of inducing input locations (M random points from the training inputs)
Z = Zinit.copy()
# create multi-output inducing variables from Z
iv = gpf.inducing_variables.SharedIndependentInducingVariables(
gpf.inducing_variables.InducingPoints(Z)
)
[25]:
# initialize mean of variational posterior to be of shape MxL
q_mu = np.zeros((M, L))
# initialize \sqrt(Σ) of variational posterior to be of shape LxMxM
q_sqrt = np.repeat(np.eye(M)[None, ...], L, axis=0) * 1.0
# create SVGP model as usual and optimize
m = gpf.models.SVGP(
kernel, gpf.likelihoods.Gaussian(), inducing_variable=iv, q_mu=q_mu, q_sqrt=q_sqrt
)
[26]:
optimize_model_with_scipy(m)
This problem is unconstrained.
RUNNING THE L-BFGS-B CODE
* * *
Machine precision = 2.220D-16
N = 298 M = 10
At X0 0 variables are exactly at the bounds
At iterate 0 f= 7.44521D+03 |proj g|= 6.62929D+03
At iterate 1 f= 2.36416D+03 |proj g|= 1.23564D+03
At iterate 2 f= 1.83455D+03 |proj g|= 7.22082D+02
At iterate 3 f= 1.34617D+03 |proj g|= 4.07037D+02
At iterate 4 f= 9.75596D+02 |proj g|= 2.74850D+02
At iterate 5 f= 6.91998D+02 |proj g|= 4.13533D+02
At iterate 6 f= 5.67713D+02 |proj g|= 3.53914D+02
At iterate 7 f= 5.49446D+02 |proj g|= 1.18558D+02
At iterate 8 f= 5.42303D+02 |proj g|= 9.66796D+01
At iterate 9 f= 5.32036D+02 |proj g|= 4.68484D+01
At iterate 10 f= 5.15816D+02 |proj g|= 7.92374D+01
At iterate 11 f= 5.14297D+02 |proj g|= 3.02286D+02
At iterate 12 f= 4.64147D+02 |proj g|= 9.53409D+01
At iterate 13 f= 4.49549D+02 |proj g|= 5.25877D+01
At iterate 14 f= 4.46935D+02 |proj g|= 1.46273D+02
At iterate 15 f= 4.36081D+02 |proj g|= 8.80739D+01
At iterate 16 f= 4.31293D+02 |proj g|= 4.56443D+01
At iterate 17 f= 4.26477D+02 |proj g|= 4.67549D+01
At iterate 18 f= 4.11302D+02 |proj g|= 1.09709D+02
At iterate 19 f= 3.92775D+02 |proj g|= 2.15607D+02
At iterate 20 f= 3.77348D+02 |proj g|= 2.38585D+02
At iterate 21 f= 3.51270D+02 |proj g|= 8.87460D+01
At iterate 22 f= 3.49074D+02 |proj g|= 4.38562D+01
At iterate 23 f= 3.48578D+02 |proj g|= 2.27453D+01
At iterate 24 f= 3.48489D+02 |proj g|= 2.74684D+01
At iterate 25 f= 3.48171D+02 |proj g|= 1.01885D+01
At iterate 26 f= 3.47640D+02 |proj g|= 2.02890D+01
At iterate 27 f= 3.46572D+02 |proj g|= 6.02102D+01
At iterate 28 f= 3.44568D+02 |proj g|= 8.33260D+01
At iterate 29 f= 3.40891D+02 |proj g|= 1.11831D+02
At iterate 30 f= 3.36830D+02 |proj g|= 8.22975D+01
At iterate 31 f= 3.32160D+02 |proj g|= 2.16715D+01
At iterate 32 f= 3.31461D+02 |proj g|= 1.78174D+01
At iterate 33 f= 3.30352D+02 |proj g|= 2.95191D+01
At iterate 34 f= 3.29507D+02 |proj g|= 2.06106D+01
At iterate 35 f= 3.28449D+02 |proj g|= 2.09569D+01
At iterate 36 f= 3.27222D+02 |proj g|= 3.44335D+01
At iterate 37 f= 3.26143D+02 |proj g|= 2.92261D+01
At iterate 38 f= 3.25029D+02 |proj g|= 1.90550D+01
At iterate 39 f= 3.24547D+02 |proj g|= 2.64244D+01
At iterate 40 f= 3.24175D+02 |proj g|= 1.49232D+01
At iterate 41 f= 3.23107D+02 |proj g|= 1.76406D+01
At iterate 42 f= 3.22136D+02 |proj g|= 2.43598D+01
At iterate 43 f= 3.21209D+02 |proj g|= 7.84923D+01
At iterate 44 f= 3.19440D+02 |proj g|= 2.36064D+01
At iterate 45 f= 3.18827D+02 |proj g|= 1.63074D+01
At iterate 46 f= 3.18311D+02 |proj g|= 1.30010D+01
At iterate 47 f= 3.18018D+02 |proj g|= 9.70893D+00
At iterate 48 f= 3.17846D+02 |proj g|= 1.59156D+01
At iterate 49 f= 3.17682D+02 |proj g|= 6.03609D+00
At iterate 50 f= 3.17536D+02 |proj g|= 4.85678D+00
At iterate 51 f= 3.17359D+02 |proj g|= 1.13833D+01
At iterate 52 f= 3.17084D+02 |proj g|= 1.51652D+01
At iterate 53 f= 3.16756D+02 |proj g|= 1.13380D+01
At iterate 54 f= 3.16250D+02 |proj g|= 1.00983D+01
At iterate 55 f= 3.16137D+02 |proj g|= 1.55919D+01
At iterate 56 f= 3.15953D+02 |proj g|= 1.29083D+01
At iterate 57 f= 3.15351D+02 |proj g|= 1.08319D+01
At iterate 58 f= 3.14653D+02 |proj g|= 4.31045D+01
At iterate 59 f= 3.13953D+02 |proj g|= 1.07728D+01
At iterate 60 f= 3.13607D+02 |proj g|= 1.00722D+01
At iterate 61 f= 3.12845D+02 |proj g|= 1.58885D+01
At iterate 62 f= 3.12474D+02 |proj g|= 2.43426D+01
At iterate 63 f= 3.11960D+02 |proj g|= 1.42614D+01
At iterate 64 f= 3.11625D+02 |proj g|= 6.08411D+00
At iterate 65 f= 3.11317D+02 |proj g|= 8.60479D+00
At iterate 66 f= 3.10894D+02 |proj g|= 1.94939D+01
At iterate 67 f= 3.10210D+02 |proj g|= 6.18712D+01
At iterate 68 f= 3.09069D+02 |proj g|= 2.81197D+01
At iterate 69 f= 3.07932D+02 |proj g|= 1.72442D+01
At iterate 70 f= 3.07041D+02 |proj g|= 1.78795D+01
At iterate 71 f= 3.05399D+02 |proj g|= 2.09065D+01
At iterate 72 f= 3.03886D+02 |proj g|= 2.27982D+01
At iterate 73 f= 3.02733D+02 |proj g|= 1.73913D+01
At iterate 74 f= 3.01867D+02 |proj g|= 3.16437D+01
At iterate 75 f= 3.00976D+02 |proj g|= 3.24670D+01
At iterate 76 f= 2.99310D+02 |proj g|= 2.83610D+01
At iterate 77 f= 2.94113D+02 |proj g|= 8.29497D+01
At iterate 78 f= 2.87263D+02 |proj g|= 1.41853D+02
At iterate 79 f= 2.83204D+02 |proj g|= 1.69484D+02
At iterate 80 f= 2.80244D+02 |proj g|= 1.29891D+02
At iterate 81 f= 2.73282D+02 |proj g|= 7.65857D+01
At iterate 82 f= 2.69493D+02 |proj g|= 5.65636D+01
At iterate 83 f= 2.62015D+02 |proj g|= 5.87012D+02
At iterate 84 f= 2.57473D+02 |proj g|= 8.21907D+01
At iterate 85 f= 2.54246D+02 |proj g|= 4.70418D+01
At iterate 86 f= 2.53262D+02 |proj g|= 6.56631D+01
At iterate 87 f= 2.51246D+02 |proj g|= 7.05217D+01
At iterate 88 f= 2.48679D+02 |proj g|= 5.71984D+01
At iterate 89 f= 2.43692D+02 |proj g|= 8.62507D+01
At iterate 90 f= 2.33506D+02 |proj g|= 1.78416D+02
At iterate 91 f= 2.23858D+02 |proj g|= 1.36320D+02
At iterate 92 f= 2.15746D+02 |proj g|= 1.27930D+02
At iterate 93 f= 2.10322D+02 |proj g|= 1.71309D+02
At iterate 94 f= 2.01655D+02 |proj g|= 1.82717D+02
At iterate 95 f= 1.89079D+02 |proj g|= 1.90499D+02
At iterate 96 f= 1.86120D+02 |proj g|= 2.55695D+02
At iterate 97 f= 1.79768D+02 |proj g|= 7.02566D+01
At iterate 98 f= 1.78774D+02 |proj g|= 4.92474D+01
At iterate 99 f= 1.78201D+02 |proj g|= 4.52614D+01
At iterate 100 f= 1.75248D+02 |proj g|= 8.80381D+01
At iterate 101 f= 1.72288D+02 |proj g|= 1.30866D+02
At iterate 102 f= 1.67384D+02 |proj g|= 1.80461D+02
At iterate 103 f= 1.64735D+02 |proj g|= 1.43459D+02
At iterate 104 f= 1.62404D+02 |proj g|= 8.90214D+01
At iterate 105 f= 1.60765D+02 |proj g|= 2.63291D+01
At iterate 106 f= 1.60366D+02 |proj g|= 2.18390D+01
At iterate 107 f= 1.59684D+02 |proj g|= 3.92372D+01
At iterate 108 f= 1.58921D+02 |proj g|= 3.83910D+01
At iterate 109 f= 1.57808D+02 |proj g|= 8.27303D+01
At iterate 110 f= 1.56059D+02 |proj g|= 4.36139D+01
At iterate 111 f= 1.55120D+02 |proj g|= 2.71278D+01
At iterate 112 f= 1.53948D+02 |proj g|= 4.35005D+01
At iterate 113 f= 1.52606D+02 |proj g|= 6.35822D+01
At iterate 114 f= 1.51390D+02 |proj g|= 5.60982D+01
At iterate 115 f= 1.50683D+02 |proj g|= 2.64092D+01
At iterate 116 f= 1.50430D+02 |proj g|= 2.38497D+01
At iterate 117 f= 1.50104D+02 |proj g|= 1.97269D+01
At iterate 118 f= 1.48868D+02 |proj g|= 2.63938D+01
At iterate 119 f= 1.48466D+02 |proj g|= 1.01301D+02
At iterate 120 f= 1.47396D+02 |proj g|= 6.08623D+01
At iterate 121 f= 1.46143D+02 |proj g|= 2.96262D+01
At iterate 122 f= 1.45180D+02 |proj g|= 9.12593D+01
At iterate 123 f= 1.44041D+02 |proj g|= 2.09690D+01
At iterate 124 f= 1.43689D+02 |proj g|= 1.91558D+01
At iterate 125 f= 1.43269D+02 |proj g|= 5.57474D+01
At iterate 126 f= 1.42821D+02 |proj g|= 3.59733D+01
At iterate 127 f= 1.42393D+02 |proj g|= 2.47839D+01
At iterate 128 f= 1.40840D+02 |proj g|= 1.35836D+02
At iterate 129 f= 1.40178D+02 |proj g|= 4.58117D+01
At iterate 130 f= 1.39615D+02 |proj g|= 3.99110D+01
At iterate 131 f= 1.37042D+02 |proj g|= 5.79109D+01
At iterate 132 f= 1.35762D+02 |proj g|= 7.69399D+01
At iterate 133 f= 1.33371D+02 |proj g|= 9.48829D+01
At iterate 134 f= 1.29225D+02 |proj g|= 9.17078D+01
At iterate 135 f= 1.28103D+02 |proj g|= 6.04083D+01
At iterate 136 f= 1.26669D+02 |proj g|= 3.12443D+01
At iterate 137 f= 1.25249D+02 |proj g|= 1.12402D+02
At iterate 138 f= 1.23999D+02 |proj g|= 9.58717D+01
At iterate 139 f= 1.22656D+02 |proj g|= 6.48257D+01
At iterate 140 f= 1.17151D+02 |proj g|= 9.52453D+01
At iterate 141 f= 1.15299D+02 |proj g|= 1.10421D+02
At iterate 142 f= 1.13741D+02 |proj g|= 4.28636D+01
At iterate 143 f= 1.12201D+02 |proj g|= 4.58748D+01
At iterate 144 f= 1.11311D+02 |proj g|= 2.43090D+02
At iterate 145 f= 1.08408D+02 |proj g|= 8.45130D+01
At iterate 146 f= 1.07083D+02 |proj g|= 5.58068D+01
At iterate 147 f= 1.05944D+02 |proj g|= 5.66224D+01
At iterate 148 f= 1.04363D+02 |proj g|= 7.46461D+01
At iterate 149 f= 1.02433D+02 |proj g|= 7.11059D+01
At iterate 150 f= 1.00802D+02 |proj g|= 6.87481D+01
At iterate 151 f= 9.97407D+01 |proj g|= 7.71682D+01
At iterate 152 f= 9.85816D+01 |proj g|= 5.89667D+01
At iterate 153 f= 9.65054D+01 |proj g|= 5.72107D+01
At iterate 154 f= 9.37700D+01 |proj g|= 9.61816D+01
At iterate 155 f= 9.01916D+01 |proj g|= 1.62550D+02
At iterate 156 f= 8.83390D+01 |proj g|= 1.33974D+02
At iterate 157 f= 8.68679D+01 |proj g|= 3.89944D+01
At iterate 158 f= 8.58997D+01 |proj g|= 4.35734D+01
At iterate 159 f= 8.41263D+01 |proj g|= 6.85489D+01
At iterate 160 f= 8.16851D+01 |proj g|= 5.64162D+01
At iterate 161 f= 7.95618D+01 |proj g|= 9.77895D+01
At iterate 162 f= 7.76730D+01 |proj g|= 8.97381D+01
At iterate 163 f= 7.62423D+01 |proj g|= 4.87550D+01
At iterate 164 f= 7.50767D+01 |proj g|= 7.93735D+01
At iterate 165 f= 7.38337D+01 |proj g|= 4.98818D+01
At iterate 166 f= 7.22423D+01 |proj g|= 5.53475D+01
At iterate 167 f= 7.03168D+01 |proj g|= 9.82503D+01
At iterate 168 f= 6.83801D+01 |proj g|= 1.38456D+02
At iterate 169 f= 6.62078D+01 |proj g|= 1.01252D+02
At iterate 170 f= 6.45767D+01 |proj g|= 7.70222D+01
At iterate 171 f= 6.29594D+01 |proj g|= 8.05583D+01
At iterate 172 f= 5.96896D+01 |proj g|= 4.94400D+01
At iterate 173 f= 5.91216D+01 |proj g|= 7.00091D+01
At iterate 174 f= 5.84441D+01 |proj g|= 3.89266D+01
At iterate 175 f= 5.76957D+01 |proj g|= 3.67956D+01
At iterate 176 f= 5.65688D+01 |proj g|= 1.00815D+02
At iterate 177 f= 5.43186D+01 |proj g|= 9.35738D+01
At iterate 178 f= 5.14292D+01 |proj g|= 1.18008D+02
At iterate 179 f= 5.04340D+01 |proj g|= 1.15083D+02
At iterate 180 f= 4.89536D+01 |proj g|= 7.66650D+01
At iterate 181 f= 4.68503D+01 |proj g|= 6.72416D+01
At iterate 182 f= 4.57069D+01 |proj g|= 5.48287D+01
At iterate 183 f= 4.50200D+01 |proj g|= 4.62884D+01
At iterate 184 f= 4.39266D+01 |proj g|= 6.10141D+01
At iterate 185 f= 4.29013D+01 |proj g|= 1.15773D+02
At iterate 186 f= 4.14878D+01 |proj g|= 4.47836D+01
At iterate 187 f= 4.04596D+01 |proj g|= 6.73326D+01
At iterate 188 f= 4.00792D+01 |proj g|= 1.17157D+02
At iterate 189 f= 3.95529D+01 |proj g|= 4.54362D+01
At iterate 190 f= 3.90258D+01 |proj g|= 7.33742D+01
At iterate 191 f= 3.83659D+01 |proj g|= 6.01794D+01
At iterate 192 f= 3.80241D+01 |proj g|= 1.23539D+02
At iterate 193 f= 3.73671D+01 |proj g|= 8.74360D+01
At iterate 194 f= 3.67301D+01 |proj g|= 5.55861D+01
At iterate 195 f= 3.61613D+01 |proj g|= 7.70193D+01
At iterate 196 f= 3.53976D+01 |proj g|= 5.18767D+01
At iterate 197 f= 3.52367D+01 |proj g|= 2.05322D+02
At iterate 198 f= 3.43183D+01 |proj g|= 3.13108D+01
At iterate 199 f= 3.41208D+01 |proj g|= 2.85349D+01
At iterate 200 f= 3.38189D+01 |proj g|= 4.60089D+01
At iterate 201 f= 3.36040D+01 |proj g|= 3.38566D+01
At iterate 202 f= 3.33461D+01 |proj g|= 2.33245D+01
At iterate 203 f= 3.25431D+01 |proj g|= 7.36484D+01
At iterate 204 f= 3.21682D+01 |proj g|= 8.25123D+01
At iterate 205 f= 3.17890D+01 |proj g|= 6.05456D+01
At iterate 206 f= 3.15680D+01 |proj g|= 2.33129D+01
At iterate 207 f= 3.14480D+01 |proj g|= 3.24522D+01
At iterate 208 f= 3.12232D+01 |proj g|= 3.31293D+01
At iterate 209 f= 3.07059D+01 |proj g|= 1.01218D+02
At iterate 210 f= 3.02362D+01 |proj g|= 7.77342D+01
At iterate 211 f= 2.98579D+01 |proj g|= 3.58855D+01
At iterate 212 f= 2.96143D+01 |proj g|= 2.19078D+01
At iterate 213 f= 2.94657D+01 |proj g|= 3.80868D+01
At iterate 214 f= 2.92428D+01 |proj g|= 2.16006D+01
At iterate 215 f= 2.89364D+01 |proj g|= 1.71687D+01
At iterate 216 f= 2.87607D+01 |proj g|= 8.30639D+01
At iterate 217 f= 2.85336D+01 |proj g|= 2.45422D+01
At iterate 218 f= 2.82754D+01 |proj g|= 3.40301D+01
At iterate 219 f= 2.79571D+01 |proj g|= 6.04959D+01
At iterate 220 f= 2.76558D+01 |proj g|= 5.20386D+01
At iterate 221 f= 2.74176D+01 |proj g|= 1.89652D+01
At iterate 222 f= 2.72192D+01 |proj g|= 2.91994D+01
At iterate 223 f= 2.69672D+01 |proj g|= 8.96825D+01
At iterate 224 f= 2.67510D+01 |proj g|= 4.21903D+01
At iterate 225 f= 2.65787D+01 |proj g|= 2.42295D+01
At iterate 226 f= 2.64720D+01 |proj g|= 3.01832D+01
At iterate 227 f= 2.62432D+01 |proj g|= 5.62077D+01
At iterate 228 f= 2.59227D+01 |proj g|= 2.81756D+01
At iterate 229 f= 2.55473D+01 |proj g|= 3.21622D+01
At iterate 230 f= 2.55078D+01 |proj g|= 1.21366D+02
At iterate 231 f= 2.50812D+01 |proj g|= 6.58214D+01
At iterate 232 f= 2.49329D+01 |proj g|= 2.15351D+01
At iterate 233 f= 2.48596D+01 |proj g|= 1.83825D+01
At iterate 234 f= 2.47353D+01 |proj g|= 1.95454D+01
At iterate 235 f= 2.45652D+01 |proj g|= 2.77772D+01
At iterate 236 f= 2.43277D+01 |proj g|= 4.23625D+01
At iterate 237 f= 2.40567D+01 |proj g|= 3.02661D+01
At iterate 238 f= 2.38615D+01 |proj g|= 2.58843D+01
At iterate 239 f= 2.34409D+01 |proj g|= 2.19567D+01
At iterate 240 f= 2.32687D+01 |proj g|= 6.93147D+01
At iterate 241 f= 2.30378D+01 |proj g|= 2.58371D+01
At iterate 242 f= 2.29448D+01 |proj g|= 2.30216D+01
At iterate 243 f= 2.28204D+01 |proj g|= 4.99405D+01
At iterate 244 f= 2.26885D+01 |proj g|= 2.28476D+01
At iterate 245 f= 2.26131D+01 |proj g|= 1.88965D+01
At iterate 246 f= 2.25361D+01 |proj g|= 1.60068D+01
At iterate 247 f= 2.24154D+01 |proj g|= 2.21090D+01
At iterate 248 f= 2.23850D+01 |proj g|= 1.33361D+02
At iterate 249 f= 2.21972D+01 |proj g|= 2.68365D+01
At iterate 250 f= 2.21412D+01 |proj g|= 1.19542D+01
At iterate 251 f= 2.20804D+01 |proj g|= 1.88202D+01
At iterate 252 f= 2.19962D+01 |proj g|= 2.97255D+01
At iterate 253 f= 2.19142D+01 |proj g|= 5.12796D+01
At iterate 254 f= 2.18192D+01 |proj g|= 2.97035D+01
At iterate 255 f= 2.17837D+01 |proj g|= 1.32891D+01
At iterate 256 f= 2.17550D+01 |proj g|= 1.75867D+01
At iterate 257 f= 2.16749D+01 |proj g|= 3.41031D+01
At iterate 258 f= 2.15293D+01 |proj g|= 2.82431D+01
At iterate 259 f= 2.13610D+01 |proj g|= 3.02835D+01
At iterate 260 f= 2.11986D+01 |proj g|= 4.33811D+01
At iterate 261 f= 2.11177D+01 |proj g|= 4.23066D+01
At iterate 262 f= 2.10594D+01 |proj g|= 1.36958D+01
At iterate 263 f= 2.09730D+01 |proj g|= 1.87078D+01
At iterate 264 f= 2.08377D+01 |proj g|= 4.58797D+01
At iterate 265 f= 2.06605D+01 |proj g|= 7.13918D+01
At iterate 266 f= 2.05479D+01 |proj g|= 4.54973D+01
At iterate 267 f= 2.04229D+01 |proj g|= 2.07443D+01
At iterate 268 f= 2.03556D+01 |proj g|= 1.89451D+01
At iterate 269 f= 2.02801D+01 |proj g|= 3.74014D+01
At iterate 270 f= 2.01087D+01 |proj g|= 4.78796D+01
At iterate 271 f= 2.00534D+01 |proj g|= 8.65944D+01
At iterate 272 f= 1.99236D+01 |proj g|= 3.12628D+01
At iterate 273 f= 1.98847D+01 |proj g|= 1.19303D+01
At iterate 274 f= 1.98616D+01 |proj g|= 1.39411D+01
At iterate 275 f= 1.98051D+01 |proj g|= 2.42565D+01
At iterate 276 f= 1.96778D+01 |proj g|= 5.18157D+01
At iterate 277 f= 1.95994D+01 |proj g|= 2.99753D+01
At iterate 278 f= 1.94900D+01 |proj g|= 1.00965D+01
At iterate 279 f= 1.94234D+01 |proj g|= 1.98552D+01
At iterate 280 f= 1.93585D+01 |proj g|= 2.37936D+01
At iterate 281 f= 1.92747D+01 |proj g|= 2.39726D+01
At iterate 282 f= 1.91791D+01 |proj g|= 4.56078D+01
At iterate 283 f= 1.90650D+01 |proj g|= 1.91882D+01
At iterate 284 f= 1.90002D+01 |proj g|= 1.96089D+01
At iterate 285 f= 1.89500D+01 |proj g|= 4.17464D+01
At iterate 286 f= 1.88805D+01 |proj g|= 1.95420D+01
At iterate 287 f= 1.87405D+01 |proj g|= 3.44637D+01
At iterate 288 f= 1.86341D+01 |proj g|= 3.77811D+01
At iterate 289 f= 1.84319D+01 |proj g|= 5.91615D+01
At iterate 290 f= 1.83915D+01 |proj g|= 1.15255D+02
At iterate 291 f= 1.82045D+01 |proj g|= 1.71181D+01
At iterate 292 f= 1.81710D+01 |proj g|= 1.65648D+01
At iterate 293 f= 1.81144D+01 |proj g|= 2.59374D+01
At iterate 294 f= 1.79943D+01 |proj g|= 4.02291D+01
At iterate 295 f= 1.79319D+01 |proj g|= 3.02382D+01
At iterate 296 f= 1.78601D+01 |proj g|= 1.22495D+01
At iterate 297 f= 1.77982D+01 |proj g|= 1.04422D+01
At iterate 298 f= 1.77537D+01 |proj g|= 3.42424D+01
At iterate 299 f= 1.76826D+01 |proj g|= 3.16328D+01
At iterate 300 f= 1.75161D+01 |proj g|= 2.20514D+01
At iterate 301 f= 1.73354D+01 |proj g|= 2.42598D+01
At iterate 302 f= 1.72412D+01 |proj g|= 5.69167D+01
At iterate 303 f= 1.71022D+01 |proj g|= 1.91530D+01
At iterate 304 f= 1.70405D+01 |proj g|= 1.80936D+01
At iterate 305 f= 1.69532D+01 |proj g|= 2.27292D+01
At iterate 306 f= 1.68900D+01 |proj g|= 3.46885D+01
At iterate 307 f= 1.68239D+01 |proj g|= 1.76824D+01
At iterate 308 f= 1.67603D+01 |proj g|= 1.44716D+01
At iterate 309 f= 1.66900D+01 |proj g|= 2.25966D+01
At iterate 310 f= 1.66015D+01 |proj g|= 2.29130D+01
At iterate 311 f= 1.64583D+01 |proj g|= 3.60180D+01
At iterate 312 f= 1.63984D+01 |proj g|= 2.58284D+01
At iterate 313 f= 1.63546D+01 |proj g|= 1.39346D+01
At iterate 314 f= 1.63148D+01 |proj g|= 1.10075D+01
At iterate 315 f= 1.62511D+01 |proj g|= 2.96837D+01
At iterate 316 f= 1.61459D+01 |proj g|= 4.22683D+01
At iterate 317 f= 1.59862D+01 |proj g|= 5.66232D+01
At iterate 318 f= 1.58276D+01 |proj g|= 3.66461D+01
At iterate 319 f= 1.57215D+01 |proj g|= 1.96634D+01
At iterate 320 f= 1.56343D+01 |proj g|= 3.44976D+01
At iterate 321 f= 1.55399D+01 |proj g|= 3.49358D+01
At iterate 322 f= 1.54360D+01 |proj g|= 6.02291D+01
At iterate 323 f= 1.53854D+01 |proj g|= 3.21998D+01
At iterate 324 f= 1.53079D+01 |proj g|= 1.21647D+01
At iterate 325 f= 1.52780D+01 |proj g|= 9.81759D+00
At iterate 326 f= 1.51992D+01 |proj g|= 2.70078D+01
At iterate 327 f= 1.50980D+01 |proj g|= 3.92020D+01
At iterate 328 f= 1.49806D+01 |proj g|= 2.69478D+01
At iterate 329 f= 1.49018D+01 |proj g|= 9.95780D+01
At iterate 330 f= 1.48011D+01 |proj g|= 1.92158D+01
At iterate 331 f= 1.47813D+01 |proj g|= 1.45330D+01
At iterate 332 f= 1.47315D+01 |proj g|= 1.30356D+01
At iterate 333 f= 1.46459D+01 |proj g|= 2.15136D+01
At iterate 334 f= 1.45390D+01 |proj g|= 4.42873D+01
At iterate 335 f= 1.44683D+01 |proj g|= 3.73287D+01
At iterate 336 f= 1.43778D+01 |proj g|= 1.53292D+01
At iterate 337 f= 1.43265D+01 |proj g|= 1.72695D+01
At iterate 338 f= 1.42595D+01 |proj g|= 2.89756D+01
At iterate 339 f= 1.42174D+01 |proj g|= 3.32533D+01
At iterate 340 f= 1.41561D+01 |proj g|= 1.54323D+01
At iterate 341 f= 1.41068D+01 |proj g|= 1.32677D+01
At iterate 342 f= 1.40346D+01 |proj g|= 2.92410D+01
At iterate 343 f= 1.39315D+01 |proj g|= 4.26547D+01
At iterate 344 f= 1.37872D+01 |proj g|= 3.35004D+01
At iterate 345 f= 1.36341D+01 |proj g|= 2.08172D+01
At iterate 346 f= 1.35115D+01 |proj g|= 1.79466D+01
At iterate 347 f= 1.34114D+01 |proj g|= 4.76156D+01
At iterate 348 f= 1.33094D+01 |proj g|= 2.69036D+01
At iterate 349 f= 1.31755D+01 |proj g|= 1.34949D+01
At iterate 350 f= 1.30984D+01 |proj g|= 2.86352D+01
At iterate 351 f= 1.30278D+01 |proj g|= 1.33801D+01
At iterate 352 f= 1.28883D+01 |proj g|= 1.93871D+01
At iterate 353 f= 1.27137D+01 |proj g|= 4.71900D+01
At iterate 354 f= 1.25484D+01 |proj g|= 2.51370D+01
At iterate 355 f= 1.24481D+01 |proj g|= 3.48785D+01
At iterate 356 f= 1.23851D+01 |proj g|= 2.28096D+01
At iterate 357 f= 1.23452D+01 |proj g|= 1.65968D+01
At iterate 358 f= 1.22141D+01 |proj g|= 3.71256D+01
At iterate 359 f= 1.21751D+01 |proj g|= 5.20749D+01
At iterate 360 f= 1.21112D+01 |proj g|= 1.17285D+01
At iterate 361 f= 1.20683D+01 |proj g|= 1.13820D+01
At iterate 362 f= 1.20284D+01 |proj g|= 1.59689D+01
At iterate 363 f= 1.19234D+01 |proj g|= 1.92445D+01
At iterate 364 f= 1.18656D+01 |proj g|= 5.42752D+01
At iterate 365 f= 1.17337D+01 |proj g|= 3.91047D+01
At iterate 366 f= 1.16173D+01 |proj g|= 1.17413D+01
At iterate 367 f= 1.15802D+01 |proj g|= 3.06633D+01
At iterate 368 f= 1.15514D+01 |proj g|= 2.71751D+01
At iterate 369 f= 1.15343D+01 |proj g|= 1.22150D+01
At iterate 370 f= 1.14845D+01 |proj g|= 1.67538D+01
At iterate 371 f= 1.14377D+01 |proj g|= 2.52833D+01
At iterate 372 f= 1.13522D+01 |proj g|= 2.19235D+01
At iterate 373 f= 1.13139D+01 |proj g|= 3.41799D+01
At iterate 374 f= 1.12401D+01 |proj g|= 1.37512D+01
At iterate 375 f= 1.11850D+01 |proj g|= 1.32702D+01
At iterate 376 f= 1.11245D+01 |proj g|= 3.06786D+01
At iterate 377 f= 1.10802D+01 |proj g|= 1.82036D+01
At iterate 378 f= 1.10313D+01 |proj g|= 1.38045D+01
At iterate 379 f= 1.09872D+01 |proj g|= 1.78050D+01
At iterate 380 f= 1.09753D+01 |proj g|= 9.16881D+01
At iterate 381 f= 1.08806D+01 |proj g|= 3.22003D+01
At iterate 382 f= 1.08224D+01 |proj g|= 1.36087D+01
At iterate 383 f= 1.07561D+01 |proj g|= 2.16086D+01
At iterate 384 f= 1.06962D+01 |proj g|= 2.44605D+01
At iterate 385 f= 1.06583D+01 |proj g|= 2.72985D+01
At iterate 386 f= 1.06110D+01 |proj g|= 2.38475D+01
At iterate 387 f= 1.05629D+01 |proj g|= 1.86588D+01
At iterate 388 f= 1.04992D+01 |proj g|= 2.28518D+01
At iterate 389 f= 1.04456D+01 |proj g|= 2.84789D+01
At iterate 390 f= 1.03714D+01 |proj g|= 2.15460D+01
At iterate 391 f= 1.03054D+01 |proj g|= 2.40280D+01
At iterate 392 f= 1.01618D+01 |proj g|= 2.20416D+01
At iterate 393 f= 1.01506D+01 |proj g|= 6.64963D+01
At iterate 394 f= 1.00865D+01 |proj g|= 1.87932D+01
At iterate 395 f= 1.00544D+01 |proj g|= 1.06642D+01
At iterate 396 f= 1.00105D+01 |proj g|= 2.33318D+01
At iterate 397 f= 9.94991D+00 |proj g|= 2.68800D+01
At iterate 398 f= 9.90821D+00 |proj g|= 8.41355D+01
At iterate 399 f= 9.83241D+00 |proj g|= 1.08652D+01
At iterate 400 f= 9.80715D+00 |proj g|= 7.99916D+00
At iterate 401 f= 9.78321D+00 |proj g|= 1.40887D+01
At iterate 402 f= 9.74477D+00 |proj g|= 2.01402D+01
At iterate 403 f= 9.67443D+00 |proj g|= 1.81901D+01
At iterate 404 f= 9.64020D+00 |proj g|= 5.40094D+01
At iterate 405 f= 9.57287D+00 |proj g|= 1.38616D+01
At iterate 406 f= 9.52629D+00 |proj g|= 3.09980D+01
At iterate 407 f= 9.47688D+00 |proj g|= 1.85354D+01
At iterate 408 f= 9.44368D+00 |proj g|= 5.78424D+01
At iterate 409 f= 9.40171D+00 |proj g|= 8.92461D+00
At iterate 410 f= 9.37479D+00 |proj g|= 1.83573D+01
At iterate 411 f= 9.34489D+00 |proj g|= 2.99369D+01
At iterate 412 f= 9.31127D+00 |proj g|= 6.16459D+01
At iterate 413 f= 9.24781D+00 |proj g|= 2.52340D+01
At iterate 414 f= 9.20769D+00 |proj g|= 1.50183D+01
At iterate 415 f= 9.16786D+00 |proj g|= 2.79515D+01
At iterate 416 f= 9.12037D+00 |proj g|= 3.02736D+01
At iterate 417 f= 9.06806D+00 |proj g|= 5.47531D+01
At iterate 418 f= 8.99357D+00 |proj g|= 1.57425D+01
At iterate 419 f= 8.94736D+00 |proj g|= 9.63709D+00
At iterate 420 f= 8.88156D+00 |proj g|= 2.39382D+01
At iterate 421 f= 8.81257D+00 |proj g|= 2.37217D+01
At iterate 422 f= 8.79771D+00 |proj g|= 7.97207D+01
At iterate 423 f= 8.70577D+00 |proj g|= 2.52220D+01
At iterate 424 f= 8.68011D+00 |proj g|= 1.10078D+01
At iterate 425 f= 8.65762D+00 |proj g|= 1.19450D+01
At iterate 426 f= 8.61085D+00 |proj g|= 1.84436D+01
At iterate 427 f= 8.58196D+00 |proj g|= 4.68010D+01
At iterate 428 f= 8.52190D+00 |proj g|= 1.23896D+01
At iterate 429 f= 8.49771D+00 |proj g|= 5.46829D+00
At iterate 430 f= 8.48521D+00 |proj g|= 7.94961D+00
At iterate 431 f= 8.45110D+00 |proj g|= 1.42305D+01
At iterate 432 f= 8.44406D+00 |proj g|= 5.53636D+01
At iterate 433 f= 8.36775D+00 |proj g|= 9.61458D+00
At iterate 434 f= 8.34650D+00 |proj g|= 7.10302D+00
At iterate 435 f= 8.32496D+00 |proj g|= 2.52973D+01
At iterate 436 f= 8.31636D+00 |proj g|= 3.03199D+01
At iterate 437 f= 8.29614D+00 |proj g|= 8.73002D+00
At iterate 438 f= 8.27757D+00 |proj g|= 6.32595D+00
At iterate 439 f= 8.25140D+00 |proj g|= 1.57880D+01
At iterate 440 f= 8.22221D+00 |proj g|= 1.83138D+01
At iterate 441 f= 8.20378D+00 |proj g|= 1.99736D+01
At iterate 442 f= 8.18788D+00 |proj g|= 5.63453D+00
At iterate 443 f= 8.17480D+00 |proj g|= 1.12645D+01
At iterate 444 f= 8.15832D+00 |proj g|= 1.98167D+01
At iterate 445 f= 8.12322D+00 |proj g|= 1.83723D+01
At iterate 446 f= 8.10387D+00 |proj g|= 4.73213D+01
At iterate 447 f= 8.06937D+00 |proj g|= 1.31578D+01
At iterate 448 f= 8.05366D+00 |proj g|= 8.39065D+00
At iterate 449 f= 8.04246D+00 |proj g|= 1.45629D+01
At iterate 450 f= 8.01439D+00 |proj g|= 2.13015D+01
At iterate 451 f= 7.97793D+00 |proj g|= 2.05453D+01
At iterate 452 f= 7.93242D+00 |proj g|= 2.02591D+01
At iterate 453 f= 7.90157D+00 |proj g|= 2.26370D+01
At iterate 454 f= 7.88706D+00 |proj g|= 3.48294D+01
At iterate 455 f= 7.86708D+00 |proj g|= 9.09328D+00
At iterate 456 f= 7.85817D+00 |proj g|= 7.20991D+00
At iterate 457 f= 7.83837D+00 |proj g|= 1.93143D+01
At iterate 458 f= 7.81275D+00 |proj g|= 2.51848D+01
At iterate 459 f= 7.77151D+00 |proj g|= 4.15586D+01
At iterate 460 f= 7.75767D+00 |proj g|= 2.90198D+01
At iterate 461 f= 7.74515D+00 |proj g|= 8.10772D+00
At iterate 462 f= 7.73645D+00 |proj g|= 9.87983D+00
At iterate 463 f= 7.72938D+00 |proj g|= 1.68911D+01
At iterate 464 f= 7.70432D+00 |proj g|= 2.90933D+01
At iterate 465 f= 7.67174D+00 |proj g|= 3.24547D+01
At iterate 466 f= 7.65239D+00 |proj g|= 3.31163D+01
At iterate 467 f= 7.59173D+00 |proj g|= 1.17713D+01
At iterate 468 f= 7.56741D+00 |proj g|= 5.46891D+00
At iterate 469 f= 7.54436D+00 |proj g|= 1.22321D+01
At iterate 470 f= 7.52429D+00 |proj g|= 1.20469D+01
At iterate 471 f= 7.50682D+00 |proj g|= 4.38388D+01
At iterate 472 f= 7.48093D+00 |proj g|= 1.42533D+01
At iterate 473 f= 7.46247D+00 |proj g|= 1.03923D+01
At iterate 474 f= 7.44745D+00 |proj g|= 9.88276D+00
At iterate 475 f= 7.43365D+00 |proj g|= 3.72383D+01
At iterate 476 f= 7.41034D+00 |proj g|= 2.14949D+01
At iterate 477 f= 7.39260D+00 |proj g|= 5.18630D+00
At iterate 478 f= 7.38396D+00 |proj g|= 4.74198D+00
At iterate 479 f= 7.36985D+00 |proj g|= 1.06944D+01
At iterate 480 f= 7.34162D+00 |proj g|= 1.37353D+01
At iterate 481 f= 7.29733D+00 |proj g|= 2.43301D+01
At iterate 482 f= 7.26477D+00 |proj g|= 1.72642D+01
At iterate 483 f= 7.23666D+00 |proj g|= 1.65063D+01
At iterate 484 f= 7.22488D+00 |proj g|= 3.00375D+01
At iterate 485 f= 7.21405D+00 |proj g|= 1.26849D+01
At iterate 486 f= 7.19714D+00 |proj g|= 9.25049D+00
At iterate 487 f= 7.18003D+00 |proj g|= 1.84919D+01
At iterate 488 f= 7.15067D+00 |proj g|= 2.96095D+01
At iterate 489 f= 7.12043D+00 |proj g|= 1.51562D+01
At iterate 490 f= 7.10019D+00 |proj g|= 6.49443D+00
At iterate 491 f= 7.08486D+00 |proj g|= 1.17018D+01
At iterate 492 f= 7.07211D+00 |proj g|= 1.13503D+01
At iterate 493 f= 7.03620D+00 |proj g|= 6.97102D+00
At iterate 494 f= 6.98761D+00 |proj g|= 1.53550D+01
At iterate 495 f= 6.96494D+00 |proj g|= 6.21225D+01
At iterate 496 f= 6.91587D+00 |proj g|= 8.28602D+00
At iterate 497 f= 6.89784D+00 |proj g|= 7.19785D+00
At iterate 498 f= 6.87332D+00 |proj g|= 1.09268D+01
At iterate 499 f= 6.83060D+00 |proj g|= 2.48704D+01
At iterate 500 f= 6.80376D+00 |proj g|= 4.11115D+01
At iterate 501 f= 6.76555D+00 |proj g|= 1.25900D+01
At iterate 502 f= 6.74140D+00 |proj g|= 1.20902D+01
At iterate 503 f= 6.71420D+00 |proj g|= 1.91946D+01
At iterate 504 f= 6.66737D+00 |proj g|= 2.73852D+01
At iterate 505 f= 6.63729D+00 |proj g|= 4.98210D+00
At iterate 506 f= 6.62431D+00 |proj g|= 7.59566D+00
At iterate 507 f= 6.58448D+00 |proj g|= 1.08121D+01
At iterate 508 f= 6.54968D+00 |proj g|= 2.89103D+01
At iterate 509 f= 6.49370D+00 |proj g|= 7.29294D+00
At iterate 510 f= 6.47751D+00 |proj g|= 4.03527D+00
At iterate 511 f= 6.45619D+00 |proj g|= 3.04053D+00
At iterate 512 f= 6.45331D+00 |proj g|= 4.19918D+01
At iterate 513 f= 6.43192D+00 |proj g|= 1.50696D+01
At iterate 514 f= 6.41361D+00 |proj g|= 9.95772D+00
At iterate 515 f= 6.39447D+00 |proj g|= 1.61148D+01
At iterate 516 f= 6.36818D+00 |proj g|= 2.53721D+01
At iterate 517 f= 6.34601D+00 |proj g|= 1.19460D+01
At iterate 518 f= 6.32518D+00 |proj g|= 7.75641D+00
At iterate 519 f= 6.30996D+00 |proj g|= 1.43149D+01
At iterate 520 f= 6.29192D+00 |proj g|= 2.33258D+01
At iterate 521 f= 6.26306D+00 |proj g|= 1.17717D+01
At iterate 522 f= 6.23667D+00 |proj g|= 1.10926D+01
At iterate 523 f= 6.20625D+00 |proj g|= 1.96659D+01
At iterate 524 f= 6.19629D+00 |proj g|= 9.48944D+00
At iterate 525 f= 6.18757D+00 |proj g|= 5.94749D+00
At iterate 526 f= 6.16993D+00 |proj g|= 7.29971D+00
At iterate 527 f= 6.13604D+00 |proj g|= 2.31530D+01
At iterate 528 f= 6.09701D+00 |proj g|= 1.97201D+01
At iterate 529 f= 6.06441D+00 |proj g|= 1.28814D+01
At iterate 530 f= 6.04807D+00 |proj g|= 2.73562D+01
At iterate 531 f= 6.03427D+00 |proj g|= 6.06065D+00
At iterate 532 f= 6.02657D+00 |proj g|= 7.96396D+00
At iterate 533 f= 6.00221D+00 |proj g|= 2.09131D+01
At iterate 534 f= 5.98087D+00 |proj g|= 2.35172D+01
At iterate 535 f= 5.97341D+00 |proj g|= 3.95509D+01
At iterate 536 f= 5.95227D+00 |proj g|= 2.12339D+01
At iterate 537 f= 5.93064D+00 |proj g|= 6.65687D+00
At iterate 538 f= 5.90840D+00 |proj g|= 1.49030D+01
At iterate 539 f= 5.88754D+00 |proj g|= 2.24840D+01
At iterate 540 f= 5.85082D+00 |proj g|= 1.27224D+01
At iterate 541 f= 5.81995D+00 |proj g|= 8.83375D+00
At iterate 542 f= 5.78417D+00 |proj g|= 9.42230D+00
At iterate 543 f= 5.75214D+00 |proj g|= 5.65851D+00
At iterate 544 f= 5.72519D+00 |proj g|= 9.96820D+00
At iterate 545 f= 5.71099D+00 |proj g|= 2.61613D+01
At iterate 546 f= 5.68491D+00 |proj g|= 1.52257D+01
At iterate 547 f= 5.66428D+00 |proj g|= 1.54950D+01
At iterate 548 f= 5.64020D+00 |proj g|= 9.51487D+00
At iterate 549 f= 5.62124D+00 |proj g|= 8.81331D+00
At iterate 550 f= 5.57252D+00 |proj g|= 1.86845D+01
At iterate 551 f= 5.55217D+00 |proj g|= 1.77369D+01
At iterate 552 f= 5.53074D+00 |proj g|= 1.34054D+01
At iterate 553 f= 5.48214D+00 |proj g|= 7.19924D+00
At iterate 554 f= 5.44720D+00 |proj g|= 6.70624D+00
At iterate 555 f= 5.39620D+00 |proj g|= 8.69404D+00
At iterate 556 f= 5.38352D+00 |proj g|= 6.52301D+01
At iterate 557 f= 5.31551D+00 |proj g|= 1.21477D+01
At iterate 558 f= 5.29159D+00 |proj g|= 7.53748D+00
At iterate 559 f= 5.26448D+00 |proj g|= 1.75617D+01
At iterate 560 f= 5.25438D+00 |proj g|= 1.49313D+01
At iterate 561 f= 5.24245D+00 |proj g|= 8.04190D+00
At iterate 562 f= 5.22079D+00 |proj g|= 4.67566D+00
At iterate 563 f= 5.20534D+00 |proj g|= 4.52443D+01
At iterate 564 f= 5.17999D+00 |proj g|= 9.41641D+00
At iterate 565 f= 5.16520D+00 |proj g|= 9.01108D+00
At iterate 566 f= 5.14410D+00 |proj g|= 1.56721D+01
At iterate 567 f= 5.11248D+00 |proj g|= 1.91282D+01
At iterate 568 f= 5.04907D+00 |proj g|= 1.51973D+01
At iterate 569 f= 5.01952D+00 |proj g|= 2.73874D+01
At iterate 570 f= 4.97014D+00 |proj g|= 9.41314D+00
At iterate 571 f= 4.93085D+00 |proj g|= 1.19307D+01
At iterate 572 f= 4.91572D+00 |proj g|= 2.75206D+01
At iterate 573 f= 4.89042D+00 |proj g|= 1.31735D+01
At iterate 574 f= 4.85115D+00 |proj g|= 6.59424D+00
At iterate 575 f= 4.81669D+00 |proj g|= 1.13997D+01
At iterate 576 f= 4.78494D+00 |proj g|= 7.84289D+01
At iterate 577 f= 4.73426D+00 |proj g|= 2.26025D+01
At iterate 578 f= 4.70952D+00 |proj g|= 4.93762D+00
At iterate 579 f= 4.69661D+00 |proj g|= 8.60449D+00
At iterate 580 f= 4.67012D+00 |proj g|= 1.23724D+01
At iterate 581 f= 4.65354D+00 |proj g|= 5.75823D+01
At iterate 582 f= 4.60268D+00 |proj g|= 9.60808D+00
At iterate 583 f= 4.58734D+00 |proj g|= 8.86797D+00
At iterate 584 f= 4.55467D+00 |proj g|= 9.24116D+00
At iterate 585 f= 4.54217D+00 |proj g|= 1.59359D+01
At iterate 586 f= 4.52617D+00 |proj g|= 8.34601D+00
At iterate 587 f= 4.50643D+00 |proj g|= 9.06341D+00
At iterate 588 f= 4.48525D+00 |proj g|= 1.27181D+01
At iterate 589 f= 4.47625D+00 |proj g|= 3.93774D+01
At iterate 590 f= 4.45635D+00 |proj g|= 5.71289D+00
At iterate 591 f= 4.45095D+00 |proj g|= 7.87061D+00
At iterate 592 f= 4.44267D+00 |proj g|= 7.45939D+00
At iterate 593 f= 4.42071D+00 |proj g|= 1.24374D+01
At iterate 594 f= 4.41190D+00 |proj g|= 1.41860D+01
At iterate 595 f= 4.39248D+00 |proj g|= 4.05984D+00
At iterate 596 f= 4.38096D+00 |proj g|= 5.54684D+00
At iterate 597 f= 4.37588D+00 |proj g|= 1.96656D+01
At iterate 598 f= 4.35879D+00 |proj g|= 5.40792D+00
At iterate 599 f= 4.34930D+00 |proj g|= 4.43082D+00
At iterate 600 f= 4.33124D+00 |proj g|= 7.36205D+00
At iterate 601 f= 4.31203D+00 |proj g|= 1.01628D+01
At iterate 602 f= 4.30662D+00 |proj g|= 1.85154D+01
At iterate 603 f= 4.29011D+00 |proj g|= 8.04568D+00
At iterate 604 f= 4.27892D+00 |proj g|= 4.83043D+00
At iterate 605 f= 4.26164D+00 |proj g|= 9.12190D+00
At iterate 606 f= 4.25839D+00 |proj g|= 2.68663D+01
At iterate 607 f= 4.24689D+00 |proj g|= 4.81794D+00
At iterate 608 f= 4.24072D+00 |proj g|= 3.05852D+00
At iterate 609 f= 4.23163D+00 |proj g|= 4.82703D+00
At iterate 610 f= 4.22024D+00 |proj g|= 1.09695D+01
At iterate 611 f= 4.20344D+00 |proj g|= 8.08803D+00
At iterate 612 f= 4.18859D+00 |proj g|= 7.46790D+00
At iterate 613 f= 4.16985D+00 |proj g|= 1.12624D+01
At iterate 614 f= 4.16407D+00 |proj g|= 1.71341D+01
At iterate 615 f= 4.15605D+00 |proj g|= 9.98300D+00
At iterate 616 f= 4.14067D+00 |proj g|= 5.34548D+00
At iterate 617 f= 4.12981D+00 |proj g|= 5.92872D+00
At iterate 618 f= 4.11215D+00 |proj g|= 1.08756D+01
At iterate 619 f= 4.10358D+00 |proj g|= 1.84512D+01
At iterate 620 f= 4.09070D+00 |proj g|= 9.40014D+00
At iterate 621 f= 4.07766D+00 |proj g|= 4.80947D+00
At iterate 622 f= 4.06813D+00 |proj g|= 7.35012D+00
At iterate 623 f= 4.04505D+00 |proj g|= 8.30936D+00
At iterate 624 f= 4.02834D+00 |proj g|= 2.52633D+01
At iterate 625 f= 4.01130D+00 |proj g|= 9.95482D+00
At iterate 626 f= 4.00469D+00 |proj g|= 4.50444D+00
At iterate 627 f= 4.00119D+00 |proj g|= 1.09656D+01
At iterate 628 f= 3.99165D+00 |proj g|= 1.34984D+01
At iterate 629 f= 3.96671D+00 |proj g|= 1.89389D+01
At iterate 630 f= 3.94095D+00 |proj g|= 2.20578D+01
At iterate 631 f= 3.92307D+00 |proj g|= 2.85738D+00
At iterate 632 f= 3.91650D+00 |proj g|= 2.01583D+00
At iterate 633 f= 3.91070D+00 |proj g|= 2.44395D+01
At iterate 634 f= 3.90203D+00 |proj g|= 1.56167D+01
At iterate 635 f= 3.88595D+00 |proj g|= 8.26045D+00
At iterate 636 f= 3.87607D+00 |proj g|= 5.43598D+00
At iterate 637 f= 3.86682D+00 |proj g|= 7.48512D+00
At iterate 638 f= 3.85530D+00 |proj g|= 2.26527D+01
At iterate 639 f= 3.84233D+00 |proj g|= 1.31184D+01
At iterate 640 f= 3.81591D+00 |proj g|= 8.20418D+00
At iterate 641 f= 3.80653D+00 |proj g|= 7.35051D+00
At iterate 642 f= 3.79957D+00 |proj g|= 2.21578D+01
At iterate 643 f= 3.78926D+00 |proj g|= 8.73435D+00
At iterate 644 f= 3.77852D+00 |proj g|= 8.16727D+00
At iterate 645 f= 3.75784D+00 |proj g|= 1.36458D+01
At iterate 646 f= 3.74839D+00 |proj g|= 2.76476D+01
At iterate 647 f= 3.73563D+00 |proj g|= 4.87084D+00
At iterate 648 f= 3.73024D+00 |proj g|= 4.17345D+00
At iterate 649 f= 3.72009D+00 |proj g|= 1.23635D+01
At iterate 650 f= 3.70751D+00 |proj g|= 1.50149D+01
At iterate 651 f= 3.67892D+00 |proj g|= 2.98408D+01
At iterate 652 f= 3.66218D+00 |proj g|= 9.09542D+00
At iterate 653 f= 3.64375D+00 |proj g|= 4.68857D+00
At iterate 654 f= 3.63162D+00 |proj g|= 1.37848D+01
At iterate 655 f= 3.62328D+00 |proj g|= 3.46525D+00
At iterate 656 f= 3.61345D+00 |proj g|= 4.48270D+00
At iterate 657 f= 3.58241D+00 |proj g|= 1.59017D+01
At iterate 658 f= 3.56265D+00 |proj g|= 1.36266D+01
At iterate 659 f= 3.55516D+00 |proj g|= 9.82801D+00
At iterate 660 f= 3.54956D+00 |proj g|= 3.94097D+00
At iterate 661 f= 3.54106D+00 |proj g|= 4.42907D+00
At iterate 662 f= 3.52812D+00 |proj g|= 7.71718D+00
At iterate 663 f= 3.51126D+00 |proj g|= 1.07903D+01
At iterate 664 f= 3.50269D+00 |proj g|= 1.43450D+01
At iterate 665 f= 3.49399D+00 |proj g|= 3.40538D+00
At iterate 666 f= 3.48732D+00 |proj g|= 5.46039D+00
At iterate 667 f= 3.47927D+00 |proj g|= 1.13238D+01
At iterate 668 f= 3.47350D+00 |proj g|= 3.50118D+01
At iterate 669 f= 3.45889D+00 |proj g|= 8.87673D+00
At iterate 670 f= 3.45254D+00 |proj g|= 6.14100D+00
At iterate 671 f= 3.44799D+00 |proj g|= 5.46908D+00
At iterate 672 f= 3.43988D+00 |proj g|= 5.95783D+00
At iterate 673 f= 3.43201D+00 |proj g|= 1.63369D+01
At iterate 674 f= 3.42100D+00 |proj g|= 6.74651D+00
At iterate 675 f= 3.40953D+00 |proj g|= 5.74891D+00
At iterate 676 f= 3.40010D+00 |proj g|= 6.71150D+00
At iterate 677 f= 3.37928D+00 |proj g|= 1.50537D+01
At iterate 678 f= 3.37448D+00 |proj g|= 9.94139D+00
At iterate 679 f= 3.36814D+00 |proj g|= 2.91301D+00
At iterate 680 f= 3.36308D+00 |proj g|= 2.96831D+00
At iterate 681 f= 3.35588D+00 |proj g|= 4.96733D+00
At iterate 682 f= 3.35285D+00 |proj g|= 1.61020D+01
At iterate 683 f= 3.34626D+00 |proj g|= 7.90622D+00
At iterate 684 f= 3.33945D+00 |proj g|= 3.36161D+00
At iterate 685 f= 3.33415D+00 |proj g|= 2.96904D+00
At iterate 686 f= 3.33094D+00 |proj g|= 1.73488D+01
At iterate 687 f= 3.32437D+00 |proj g|= 1.09598D+01
At iterate 688 f= 3.31525D+00 |proj g|= 3.81539D+00
At iterate 689 f= 3.30712D+00 |proj g|= 4.29584D+00
At iterate 690 f= 3.30539D+00 |proj g|= 3.27726D+01
At iterate 691 f= 3.29732D+00 |proj g|= 6.47782D+00
At iterate 692 f= 3.29362D+00 |proj g|= 2.72747D+00
At iterate 693 f= 3.28834D+00 |proj g|= 6.90722D+00
At iterate 694 f= 3.28323D+00 |proj g|= 3.94928D+00
At iterate 695 f= 3.27893D+00 |proj g|= 1.17331D+01
At iterate 696 f= 3.27263D+00 |proj g|= 4.16646D+00
At iterate 697 f= 3.26510D+00 |proj g|= 7.45128D+00
At iterate 698 f= 3.25804D+00 |proj g|= 8.97512D+00
At iterate 699 f= 3.25513D+00 |proj g|= 1.96694D+01
At iterate 700 f= 3.24918D+00 |proj g|= 9.81824D+00
At iterate 701 f= 3.24313D+00 |proj g|= 3.91517D+00
At iterate 702 f= 3.23721D+00 |proj g|= 7.84502D+00
At iterate 703 f= 3.23082D+00 |proj g|= 1.05867D+01
At iterate 704 f= 3.22703D+00 |proj g|= 1.43629D+01
At iterate 705 f= 3.21908D+00 |proj g|= 7.04751D+00
At iterate 706 f= 3.21058D+00 |proj g|= 3.06209D+00
At iterate 707 f= 3.20421D+00 |proj g|= 8.75992D+00
At iterate 708 f= 3.20095D+00 |proj g|= 1.41368D+01
At iterate 709 f= 3.19657D+00 |proj g|= 5.08089D+00
At iterate 710 f= 3.19086D+00 |proj g|= 6.29220D+00
At iterate 711 f= 3.18456D+00 |proj g|= 1.24292D+01
At iterate 712 f= 3.17482D+00 |proj g|= 1.41729D+01
At iterate 713 f= 3.16124D+00 |proj g|= 1.51261D+01
At iterate 714 f= 3.15432D+00 |proj g|= 2.22020D+01
At iterate 715 f= 3.14715D+00 |proj g|= 5.92230D+00
At iterate 716 f= 3.14410D+00 |proj g|= 3.31547D+00
At iterate 717 f= 3.14136D+00 |proj g|= 5.50463D+00
At iterate 718 f= 3.13368D+00 |proj g|= 7.13531D+00
At iterate 719 f= 3.13052D+00 |proj g|= 2.56039D+01
At iterate 720 f= 3.12445D+00 |proj g|= 5.16003D+00
At iterate 721 f= 3.12056D+00 |proj g|= 4.80388D+00
At iterate 722 f= 3.11626D+00 |proj g|= 9.51626D+00
At iterate 723 f= 3.10813D+00 |proj g|= 1.23308D+01
At iterate 724 f= 3.09879D+00 |proj g|= 1.07954D+01
At iterate 725 f= 3.09055D+00 |proj g|= 1.64231D+01
At iterate 726 f= 3.08646D+00 |proj g|= 6.50404D+00
At iterate 727 f= 3.08428D+00 |proj g|= 6.07948D+00
At iterate 728 f= 3.08095D+00 |proj g|= 4.65672D+00
At iterate 729 f= 3.07492D+00 |proj g|= 6.61923D+00
At iterate 730 f= 3.06663D+00 |proj g|= 5.76650D+00
At iterate 731 f= 3.05719D+00 |proj g|= 1.65112D+01
At iterate 732 f= 3.05141D+00 |proj g|= 1.10674D+01
At iterate 733 f= 3.04652D+00 |proj g|= 4.83215D+00
At iterate 734 f= 3.04152D+00 |proj g|= 3.88759D+00
At iterate 735 f= 3.03601D+00 |proj g|= 4.55482D+00
At iterate 736 f= 3.02994D+00 |proj g|= 1.01887D+01
At iterate 737 f= 3.02430D+00 |proj g|= 1.98898D+01
At iterate 738 f= 3.01993D+00 |proj g|= 3.25753D+00
At iterate 739 f= 3.01825D+00 |proj g|= 2.39107D+00
At iterate 740 f= 3.01521D+00 |proj g|= 3.63185D+00
At iterate 741 f= 3.00954D+00 |proj g|= 8.39320D+00
At iterate 742 f= 3.00379D+00 |proj g|= 5.72446D+00
At iterate 743 f= 3.00027D+00 |proj g|= 3.01666D+00
At iterate 744 f= 2.99756D+00 |proj g|= 1.18944D+01
At iterate 745 f= 2.99512D+00 |proj g|= 6.69917D+00
At iterate 746 f= 2.98636D+00 |proj g|= 1.29546D+01
At iterate 747 f= 2.97488D+00 |proj g|= 8.59101D+00
At iterate 748 f= 2.96195D+00 |proj g|= 4.12261D+00
At iterate 749 f= 2.95112D+00 |proj g|= 1.41682D+01
At iterate 750 f= 2.93853D+00 |proj g|= 1.81098D+01
At iterate 751 f= 2.93369D+00 |proj g|= 1.11179D+01
At iterate 752 f= 2.93013D+00 |proj g|= 4.60085D+00
At iterate 753 f= 2.92558D+00 |proj g|= 3.19963D+00
At iterate 754 f= 2.92115D+00 |proj g|= 4.68308D+00
At iterate 755 f= 2.91203D+00 |proj g|= 6.63587D+00
At iterate 756 f= 2.90819D+00 |proj g|= 7.84678D+00
At iterate 757 f= 2.90142D+00 |proj g|= 3.30344D+00
At iterate 758 f= 2.89940D+00 |proj g|= 2.03321D+01
At iterate 759 f= 2.89528D+00 |proj g|= 5.39576D+00
At iterate 760 f= 2.89228D+00 |proj g|= 4.10294D+00
At iterate 761 f= 2.88761D+00 |proj g|= 7.62570D+00
At iterate 762 f= 2.88124D+00 |proj g|= 9.10400D+00
At iterate 763 f= 2.88046D+00 |proj g|= 3.38092D+01
At iterate 764 f= 2.87148D+00 |proj g|= 4.72527D+00
At iterate 765 f= 2.86957D+00 |proj g|= 2.11338D+00
At iterate 766 f= 2.86583D+00 |proj g|= 4.50540D+00
At iterate 767 f= 2.86153D+00 |proj g|= 9.52487D+00
At iterate 768 f= 2.85714D+00 |proj g|= 5.60687D+00
At iterate 769 f= 2.85273D+00 |proj g|= 3.34017D+00
At iterate 770 f= 2.84918D+00 |proj g|= 4.34906D+00
At iterate 771 f= 2.84320D+00 |proj g|= 5.72343D+00
At iterate 772 f= 2.83978D+00 |proj g|= 1.47409D+01
At iterate 773 f= 2.83336D+00 |proj g|= 7.21136D+00
At iterate 774 f= 2.82923D+00 |proj g|= 2.56327D+00
At iterate 775 f= 2.82571D+00 |proj g|= 2.12527D+00
At iterate 776 f= 2.82004D+00 |proj g|= 9.53354D+00
At iterate 777 f= 2.81593D+00 |proj g|= 1.42190D+01
At iterate 778 f= 2.81029D+00 |proj g|= 4.73756D+00
At iterate 779 f= 2.80713D+00 |proj g|= 3.81313D+00
At iterate 780 f= 2.80265D+00 |proj g|= 4.74171D+00
At iterate 781 f= 2.79698D+00 |proj g|= 1.23162D+01
At iterate 782 f= 2.78848D+00 |proj g|= 3.00867D+00
At iterate 783 f= 2.78573D+00 |proj g|= 1.92506D+00
At iterate 784 f= 2.78073D+00 |proj g|= 7.90759D+00
At iterate 785 f= 2.77731D+00 |proj g|= 8.98898D+00
At iterate 786 f= 2.77362D+00 |proj g|= 7.41538D+00
At iterate 787 f= 2.76299D+00 |proj g|= 5.69375D+00
At iterate 788 f= 2.76078D+00 |proj g|= 1.63090D+01
At iterate 789 f= 2.75769D+00 |proj g|= 8.13592D+00
At iterate 790 f= 2.75016D+00 |proj g|= 6.68395D+00
At iterate 791 f= 2.74481D+00 |proj g|= 1.00262D+01
At iterate 792 f= 2.73594D+00 |proj g|= 9.40350D+00
At iterate 793 f= 2.72662D+00 |proj g|= 4.04475D+00
At iterate 794 f= 2.71955D+00 |proj g|= 3.80851D+00
At iterate 795 f= 2.71556D+00 |proj g|= 6.90422D+00
At iterate 796 f= 2.71261D+00 |proj g|= 6.66533D+00
At iterate 797 f= 2.71016D+00 |proj g|= 2.94855D+00
At iterate 798 f= 2.70513D+00 |proj g|= 7.75499D+00
At iterate 799 f= 2.70024D+00 |proj g|= 7.66420D+00
At iterate 800 f= 2.69306D+00 |proj g|= 1.80506D+01
At iterate 801 f= 2.69073D+00 |proj g|= 1.89892D+01
At iterate 802 f= 2.68587D+00 |proj g|= 3.66793D+00
At iterate 803 f= 2.68473D+00 |proj g|= 1.57056D+00
At iterate 804 f= 2.68318D+00 |proj g|= 2.30716D+00
At iterate 805 f= 2.67929D+00 |proj g|= 4.42854D+00
At iterate 806 f= 2.67441D+00 |proj g|= 8.24342D+00
At iterate 807 f= 2.66816D+00 |proj g|= 5.11994D+00
At iterate 808 f= 2.66380D+00 |proj g|= 2.20699D+00
At iterate 809 f= 2.66100D+00 |proj g|= 1.16862D+01
At iterate 810 f= 2.65783D+00 |proj g|= 1.20204D+01
At iterate 811 f= 2.65597D+00 |proj g|= 6.40312D+00
At iterate 812 f= 2.65244D+00 |proj g|= 1.97934D+00
At iterate 813 f= 2.64913D+00 |proj g|= 7.23012D+00
At iterate 814 f= 2.64490D+00 |proj g|= 1.51266D+01
At iterate 815 f= 2.64007D+00 |proj g|= 7.86804D+00
At iterate 816 f= 2.63642D+00 |proj g|= 2.53433D+00
At iterate 817 f= 2.63124D+00 |proj g|= 4.91975D+00
At iterate 818 f= 2.62835D+00 |proj g|= 4.28675D+00
At iterate 819 f= 2.62677D+00 |proj g|= 1.10350D+01
At iterate 820 f= 2.62063D+00 |proj g|= 2.60856D+00
At iterate 821 f= 2.61849D+00 |proj g|= 3.04734D+00
At iterate 822 f= 2.61311D+00 |proj g|= 3.67550D+00
At iterate 823 f= 2.60986D+00 |proj g|= 2.45032D+01
At iterate 824 f= 2.60249D+00 |proj g|= 4.41222D+00
At iterate 825 f= 2.59892D+00 |proj g|= 4.71670D+00
At iterate 826 f= 2.59546D+00 |proj g|= 6.55406D+00
At iterate 827 f= 2.59371D+00 |proj g|= 2.24614D+01
At iterate 828 f= 2.58900D+00 |proj g|= 5.72617D+00
At iterate 829 f= 2.58619D+00 |proj g|= 2.72711D+00
At iterate 830 f= 2.58362D+00 |proj g|= 4.12581D+00
At iterate 831 f= 2.57802D+00 |proj g|= 5.77486D+00
At iterate 832 f= 2.56912D+00 |proj g|= 6.63139D+00
At iterate 833 f= 2.56614D+00 |proj g|= 9.75451D+00
At iterate 834 f= 2.56085D+00 |proj g|= 3.37344D+00
At iterate 835 f= 2.55865D+00 |proj g|= 2.00734D+00
At iterate 836 f= 2.55501D+00 |proj g|= 3.65547D+00
At iterate 837 f= 2.55091D+00 |proj g|= 1.55741D+01
At iterate 838 f= 2.54669D+00 |proj g|= 5.78456D+00
At iterate 839 f= 2.54390D+00 |proj g|= 2.30107D+00
At iterate 840 f= 2.54059D+00 |proj g|= 2.02044D+00
At iterate 841 f= 2.53901D+00 |proj g|= 1.22456D+01
At iterate 842 f= 2.53654D+00 |proj g|= 9.72955D+00
At iterate 843 f= 2.52699D+00 |proj g|= 2.29985D+00
At iterate 844 f= 2.52350D+00 |proj g|= 3.06610D+00
At iterate 845 f= 2.51579D+00 |proj g|= 1.21344D+01
At iterate 846 f= 2.50649D+00 |proj g|= 5.46937D+00
At iterate 847 f= 2.49953D+00 |proj g|= 2.64551D+00
At iterate 848 f= 2.49317D+00 |proj g|= 4.25488D+00
At iterate 849 f= 2.48966D+00 |proj g|= 1.45963D+01
At iterate 850 f= 2.48317D+00 |proj g|= 6.55955D+00
At iterate 851 f= 2.47529D+00 |proj g|= 3.32796D+00
At iterate 852 f= 2.46904D+00 |proj g|= 1.02548D+01
At iterate 853 f= 2.46392D+00 |proj g|= 8.21589D+00
At iterate 854 f= 2.46055D+00 |proj g|= 1.55576D+00
At iterate 855 f= 2.45724D+00 |proj g|= 2.17101D+00
At iterate 856 f= 2.45060D+00 |proj g|= 4.07018D+00
At iterate 857 f= 2.44312D+00 |proj g|= 1.04923D+01
At iterate 858 f= 2.43568D+00 |proj g|= 5.40344D+00
At iterate 859 f= 2.43202D+00 |proj g|= 2.07358D+00
At iterate 860 f= 2.42639D+00 |proj g|= 3.88967D+00
At iterate 861 f= 2.41930D+00 |proj g|= 6.74049D+00
At iterate 862 f= 2.41484D+00 |proj g|= 8.92383D+00
At iterate 863 f= 2.41027D+00 |proj g|= 1.96427D+00
At iterate 864 f= 2.40811D+00 |proj g|= 2.81376D+00
At iterate 865 f= 2.40468D+00 |proj g|= 1.23309D+01
At iterate 866 f= 2.40088D+00 |proj g|= 5.61650D+00
At iterate 867 f= 2.39518D+00 |proj g|= 3.41264D+00
At iterate 868 f= 2.39124D+00 |proj g|= 3.24903D+00
At iterate 869 f= 2.38304D+00 |proj g|= 2.46067D+00
At iterate 870 f= 2.38120D+00 |proj g|= 8.61301D+00
At iterate 871 f= 2.37554D+00 |proj g|= 3.65226D+00
At iterate 872 f= 2.37007D+00 |proj g|= 1.97341D+00
At iterate 873 f= 2.36232D+00 |proj g|= 3.47900D+00
At iterate 874 f= 2.35943D+00 |proj g|= 1.09026D+01
At iterate 875 f= 2.35569D+00 |proj g|= 6.29566D+00
At iterate 876 f= 2.35051D+00 |proj g|= 4.06444D+00
At iterate 877 f= 2.34716D+00 |proj g|= 1.70145D+01
At iterate 878 f= 2.34199D+00 |proj g|= 5.01356D+00
At iterate 879 f= 2.33697D+00 |proj g|= 3.54513D+00
At iterate 880 f= 2.33158D+00 |proj g|= 5.95237D+00
At iterate 881 f= 2.32002D+00 |proj g|= 1.00288D+01
At iterate 882 f= 2.31771D+00 |proj g|= 1.78856D+01
At iterate 883 f= 2.30152D+00 |proj g|= 6.68746D+00
At iterate 884 f= 2.29714D+00 |proj g|= 2.39399D+00
At iterate 885 f= 2.29219D+00 |proj g|= 3.08469D+00
At iterate 886 f= 2.28965D+00 |proj g|= 2.09837D+01
At iterate 887 f= 2.28197D+00 |proj g|= 4.68998D+00
At iterate 888 f= 2.27802D+00 |proj g|= 3.32057D+00
At iterate 889 f= 2.27486D+00 |proj g|= 5.17807D+00
At iterate 890 f= 2.26818D+00 |proj g|= 1.93657D+01
At iterate 891 f= 2.26041D+00 |proj g|= 8.99514D+00
At iterate 892 f= 2.25266D+00 |proj g|= 1.46189D+00
At iterate 893 f= 2.24839D+00 |proj g|= 1.99203D+00
At iterate 894 f= 2.24063D+00 |proj g|= 5.81081D+00
At iterate 895 f= 2.23663D+00 |proj g|= 9.02778D+00
At iterate 896 f= 2.22951D+00 |proj g|= 2.79447D+00
At iterate 897 f= 2.22345D+00 |proj g|= 4.27555D+00
At iterate 898 f= 2.21719D+00 |proj g|= 6.37200D+00
At iterate 899 f= 2.20399D+00 |proj g|= 9.99327D+00
At iterate 900 f= 2.19974D+00 |proj g|= 2.91546D+01
At iterate 901 f= 2.18685D+00 |proj g|= 3.06927D+00
At iterate 902 f= 2.18276D+00 |proj g|= 5.65369D+00
At iterate 903 f= 2.17766D+00 |proj g|= 1.10423D+01
At iterate 904 f= 2.17107D+00 |proj g|= 7.32678D+00
At iterate 905 f= 2.16049D+00 |proj g|= 3.98329D+00
At iterate 906 f= 2.14914D+00 |proj g|= 4.27650D+00
At iterate 907 f= 2.13388D+00 |proj g|= 9.52132D+00
At iterate 908 f= 2.12592D+00 |proj g|= 7.00605D+00
At iterate 909 f= 2.11804D+00 |proj g|= 3.32158D+00
At iterate 910 f= 2.11246D+00 |proj g|= 4.00596D+00
At iterate 911 f= 2.10487D+00 |proj g|= 4.62811D+00
At iterate 912 f= 2.08895D+00 |proj g|= 3.92821D+00
At iterate 913 f= 2.07255D+00 |proj g|= 8.45947D+00
At iterate 914 f= 2.06442D+00 |proj g|= 1.27737D+01
At iterate 915 f= 2.05841D+00 |proj g|= 3.73456D+00
At iterate 916 f= 2.05363D+00 |proj g|= 1.76712D+00
At iterate 917 f= 2.04769D+00 |proj g|= 1.31304D+01
At iterate 918 f= 2.03958D+00 |proj g|= 1.05635D+01
At iterate 919 f= 2.02927D+00 |proj g|= 3.90163D+00
At iterate 920 f= 2.01779D+00 |proj g|= 4.75775D+00
At iterate 921 f= 2.00823D+00 |proj g|= 8.24987D+00
At iterate 922 f= 2.00085D+00 |proj g|= 4.03613D+00
At iterate 923 f= 1.99603D+00 |proj g|= 2.70660D+00
At iterate 924 f= 1.98613D+00 |proj g|= 3.47953D+00
At iterate 925 f= 1.97516D+00 |proj g|= 8.64681D+00
At iterate 926 f= 1.97030D+00 |proj g|= 8.00859D+00
At iterate 927 f= 1.96441D+00 |proj g|= 2.53676D+00
At iterate 928 f= 1.95913D+00 |proj g|= 3.92890D+00
At iterate 929 f= 1.95534D+00 |proj g|= 6.04232D+00
At iterate 930 f= 1.94951D+00 |proj g|= 6.93892D+00
At iterate 931 f= 1.94228D+00 |proj g|= 5.33144D+00
At iterate 932 f= 1.92687D+00 |proj g|= 4.43545D+00
At iterate 933 f= 1.92147D+00 |proj g|= 6.54060D+00
At iterate 934 f= 1.91435D+00 |proj g|= 4.31283D+00
At iterate 935 f= 1.90281D+00 |proj g|= 4.97973D+00
At iterate 936 f= 1.89014D+00 |proj g|= 2.52189D+00
At iterate 937 f= 1.88544D+00 |proj g|= 1.42247D+01
At iterate 938 f= 1.87800D+00 |proj g|= 4.73695D+00
At iterate 939 f= 1.87355D+00 |proj g|= 2.28556D+00
At iterate 940 f= 1.86750D+00 |proj g|= 4.59377D+00
At iterate 941 f= 1.85775D+00 |proj g|= 1.00144D+01
At iterate 942 f= 1.85142D+00 |proj g|= 1.22864D+01
At iterate 943 f= 1.84426D+00 |proj g|= 2.26624D+00
At iterate 944 f= 1.83820D+00 |proj g|= 4.84552D+00
At iterate 945 f= 1.83085D+00 |proj g|= 8.09124D+00
At iterate 946 f= 1.81749D+00 |proj g|= 1.28560D+01
At iterate 947 f= 1.80356D+00 |proj g|= 9.09596D+00
At iterate 948 f= 1.79559D+00 |proj g|= 2.79699D+00
At iterate 949 f= 1.78775D+00 |proj g|= 5.09167D+00
At iterate 950 f= 1.78251D+00 |proj g|= 5.05613D+00
At iterate 951 f= 1.77825D+00 |proj g|= 1.39930D+01
At iterate 952 f= 1.76994D+00 |proj g|= 5.11718D+00
At iterate 953 f= 1.76512D+00 |proj g|= 3.36535D+00
At iterate 954 f= 1.75991D+00 |proj g|= 4.38356D+00
At iterate 955 f= 1.75728D+00 |proj g|= 1.51188D+01
At iterate 956 f= 1.75191D+00 |proj g|= 1.03241D+01
At iterate 957 f= 1.74255D+00 |proj g|= 3.79899D+00
At iterate 958 f= 1.73416D+00 |proj g|= 4.81013D+00
At iterate 959 f= 1.72566D+00 |proj g|= 6.52201D+00
At iterate 960 f= 1.71618D+00 |proj g|= 7.38363D+00
At iterate 961 f= 1.71110D+00 |proj g|= 6.53795D+00
At iterate 962 f= 1.70580D+00 |proj g|= 2.73801D+00
At iterate 963 f= 1.70152D+00 |proj g|= 2.95531D+00
At iterate 964 f= 1.69444D+00 |proj g|= 4.29621D+00
At iterate 965 f= 1.69063D+00 |proj g|= 1.68908D+01
At iterate 966 f= 1.68381D+00 |proj g|= 6.69782D+00
At iterate 967 f= 1.68063D+00 |proj g|= 4.11479D+00
At iterate 968 f= 1.67784D+00 |proj g|= 8.08109D+00
At iterate 969 f= 1.67528D+00 |proj g|= 3.36520D+00
At iterate 970 f= 1.66995D+00 |proj g|= 4.20278D+00
At iterate 971 f= 1.66563D+00 |proj g|= 5.25232D+00
At iterate 972 f= 1.65742D+00 |proj g|= 6.11285D+00
At iterate 973 f= 1.65440D+00 |proj g|= 6.75117D+00
At iterate 974 f= 1.64901D+00 |proj g|= 3.06448D+00
At iterate 975 f= 1.64360D+00 |proj g|= 2.03828D+00
At iterate 976 f= 1.63630D+00 |proj g|= 2.18730D+00
At iterate 977 f= 1.63386D+00 |proj g|= 2.19390D+01
At iterate 978 f= 1.62759D+00 |proj g|= 4.19909D+00
At iterate 979 f= 1.62502D+00 |proj g|= 3.27590D+00
At iterate 980 f= 1.62158D+00 |proj g|= 5.36471D+00
At iterate 981 f= 1.61823D+00 |proj g|= 9.22224D+00
At iterate 982 f= 1.61345D+00 |proj g|= 3.21197D+00
At iterate 983 f= 1.61039D+00 |proj g|= 2.42124D+00
At iterate 984 f= 1.60596D+00 |proj g|= 3.36616D+00
At iterate 985 f= 1.60193D+00 |proj g|= 4.42058D+00
At iterate 986 f= 1.59501D+00 |proj g|= 4.69509D+00
At iterate 987 f= 1.58647D+00 |proj g|= 1.92791D+00
At iterate 988 f= 1.57977D+00 |proj g|= 1.99930D+00
At iterate 989 f= 1.57212D+00 |proj g|= 6.15103D+00
At iterate 990 f= 1.56652D+00 |proj g|= 7.57263D+00
At iterate 991 f= 1.56142D+00 |proj g|= 7.27475D+00
At iterate 992 f= 1.55728D+00 |proj g|= 2.73209D+00
At iterate 993 f= 1.55482D+00 |proj g|= 2.60983D+00
At iterate 994 f= 1.55110D+00 |proj g|= 7.89052D+00
At iterate 995 f= 1.54667D+00 |proj g|= 2.43031D+00
At iterate 996 f= 1.54075D+00 |proj g|= 3.10077D+00
At iterate 997 f= 1.53668D+00 |proj g|= 2.85097D+00
At iterate 998 f= 1.52696D+00 |proj g|= 9.54523D+00
At iterate 999 f= 1.52129D+00 |proj g|= 4.78664D+00
At iterate 1000 f= 1.51631D+00 |proj g|= 1.50524D+00
At iterate 1001 f= 1.51232D+00 |proj g|= 1.61347D+00
At iterate 1002 f= 1.50641D+00 |proj g|= 2.39799D+00
At iterate 1003 f= 1.49668D+00 |proj g|= 1.22296D+01
At iterate 1004 f= 1.49270D+00 |proj g|= 1.51141D+01
At iterate 1005 f= 1.48618D+00 |proj g|= 1.50327D+00
At iterate 1006 f= 1.48388D+00 |proj g|= 3.29766D+00
At iterate 1007 f= 1.48031D+00 |proj g|= 5.53990D+00
At iterate 1008 f= 1.47778D+00 |proj g|= 1.81825D+01
At iterate 1009 f= 1.47017D+00 |proj g|= 5.14791D+00
At iterate 1010 f= 1.46587D+00 |proj g|= 4.34180D+00
At iterate 1011 f= 1.46230D+00 |proj g|= 4.81241D+00
At iterate 1012 f= 1.45627D+00 |proj g|= 4.77448D+00
At iterate 1013 f= 1.45281D+00 |proj g|= 6.26406D+00
At iterate 1014 f= 1.44765D+00 |proj g|= 2.28309D+00
At iterate 1015 f= 1.44442D+00 |proj g|= 1.70744D+00
At iterate 1016 f= 1.43762D+00 |proj g|= 9.73898D+00
At iterate 1017 f= 1.43470D+00 |proj g|= 5.04471D+00
At iterate 1018 f= 1.43204D+00 |proj g|= 1.17844D+00
At iterate 1019 f= 1.42923D+00 |proj g|= 2.11290D+00
At iterate 1020 f= 1.42573D+00 |proj g|= 1.75818D+00
At iterate 1021 f= 1.42295D+00 |proj g|= 9.89637D+00
At iterate 1022 f= 1.41844D+00 |proj g|= 3.09253D+00
At iterate 1023 f= 1.41599D+00 |proj g|= 1.16265D+00
At iterate 1024 f= 1.41383D+00 |proj g|= 1.82779D+00
At iterate 1025 f= 1.40942D+00 |proj g|= 3.83180D+00
At iterate 1026 f= 1.40666D+00 |proj g|= 8.68060D+00
At iterate 1027 f= 1.40189D+00 |proj g|= 1.29082D+00
At iterate 1028 f= 1.39994D+00 |proj g|= 1.70514D+00
At iterate 1029 f= 1.39800D+00 |proj g|= 9.41269D+00
At iterate 1030 f= 1.39521D+00 |proj g|= 4.34253D+00
At iterate 1031 f= 1.39198D+00 |proj g|= 1.87606D+00
At iterate 1032 f= 1.38878D+00 |proj g|= 3.33600D+00
At iterate 1033 f= 1.38389D+00 |proj g|= 1.20381D+01
At iterate 1034 f= 1.38086D+00 |proj g|= 9.72701D+00
At iterate 1035 f= 1.37857D+00 |proj g|= 1.21434D+00
At iterate 1036 f= 1.37754D+00 |proj g|= 2.01722D+00
At iterate 1037 f= 1.37570D+00 |proj g|= 4.61593D+00
At iterate 1038 f= 1.37280D+00 |proj g|= 5.39062D+00
At iterate 1039 f= 1.36912D+00 |proj g|= 6.35831D+00
At iterate 1040 f= 1.36568D+00 |proj g|= 2.92547D+00
At iterate 1041 f= 1.36328D+00 |proj g|= 1.34857D+00
At iterate 1042 f= 1.36168D+00 |proj g|= 9.23241D+00
At iterate 1043 f= 1.35968D+00 |proj g|= 4.84015D+00
At iterate 1044 f= 1.35772D+00 |proj g|= 3.01342D+00
At iterate 1045 f= 1.35497D+00 |proj g|= 4.37936D+00
At iterate 1046 f= 1.35262D+00 |proj g|= 4.65581D+00
At iterate 1047 f= 1.35140D+00 |proj g|= 9.86494D+00
At iterate 1048 f= 1.34859D+00 |proj g|= 3.16781D+00
At iterate 1049 f= 1.34598D+00 |proj g|= 3.48616D+00
At iterate 1050 f= 1.34255D+00 |proj g|= 4.93172D+00
At iterate 1051 f= 1.33907D+00 |proj g|= 5.29348D+00
At iterate 1052 f= 1.33704D+00 |proj g|= 3.89639D+00
At iterate 1053 f= 1.33442D+00 |proj g|= 1.32668D+00
At iterate 1054 f= 1.33231D+00 |proj g|= 1.97153D+00
At iterate 1055 f= 1.33000D+00 |proj g|= 2.49709D+00
At iterate 1056 f= 1.32899D+00 |proj g|= 5.63011D+00
At iterate 1057 f= 1.32744D+00 |proj g|= 2.11692D+00
At iterate 1058 f= 1.32585D+00 |proj g|= 2.04116D+00
At iterate 1059 f= 1.32386D+00 |proj g|= 2.94620D+00
At iterate 1060 f= 1.32281D+00 |proj g|= 1.62020D+01
At iterate 1061 f= 1.31982D+00 |proj g|= 5.87090D+00
At iterate 1062 f= 1.31792D+00 |proj g|= 1.40072D+00
At iterate 1063 f= 1.31661D+00 |proj g|= 3.99471D+00
At iterate 1064 f= 1.31432D+00 |proj g|= 4.97752D+00
At iterate 1065 f= 1.31390D+00 |proj g|= 1.09712D+01
At iterate 1066 f= 1.30863D+00 |proj g|= 2.13249D+00
At iterate 1067 f= 1.30722D+00 |proj g|= 1.49877D+00
At iterate 1068 f= 1.30535D+00 |proj g|= 2.20062D+00
At iterate 1069 f= 1.30243D+00 |proj g|= 3.15577D+00
At iterate 1070 f= 1.30076D+00 |proj g|= 1.65258D+01
At iterate 1071 f= 1.29496D+00 |proj g|= 1.55119D+00
At iterate 1072 f= 1.29339D+00 |proj g|= 2.15499D+00
At iterate 1073 f= 1.29043D+00 |proj g|= 2.56426D+00
At iterate 1074 f= 1.28696D+00 |proj g|= 4.82852D+00
At iterate 1075 f= 1.28511D+00 |proj g|= 6.11567D+00
At iterate 1076 f= 1.28333D+00 |proj g|= 1.12067D+00
At iterate 1077 f= 1.28187D+00 |proj g|= 1.40259D+00
At iterate 1078 f= 1.28007D+00 |proj g|= 2.82452D+00
At iterate 1079 f= 1.27830D+00 |proj g|= 5.09480D+00
At iterate 1080 f= 1.27512D+00 |proj g|= 2.05239D+00
At iterate 1081 f= 1.27102D+00 |proj g|= 1.55091D+00
At iterate 1082 f= 1.26744D+00 |proj g|= 2.59583D+00
At iterate 1083 f= 1.26207D+00 |proj g|= 2.65053D+00
At iterate 1084 f= 1.26071D+00 |proj g|= 8.00384D+00
At iterate 1085 f= 1.25763D+00 |proj g|= 1.49075D+00
At iterate 1086 f= 1.25607D+00 |proj g|= 8.63189D-01
At iterate 1087 f= 1.25353D+00 |proj g|= 2.95802D+00
At iterate 1088 f= 1.25323D+00 |proj g|= 1.69058D+01
At iterate 1089 f= 1.24976D+00 |proj g|= 2.59801D+00
At iterate 1090 f= 1.24818D+00 |proj g|= 1.53829D+00
At iterate 1091 f= 1.24574D+00 |proj g|= 3.50150D+00
At iterate 1092 f= 1.24197D+00 |proj g|= 4.83747D+00
At iterate 1093 f= 1.24047D+00 |proj g|= 5.56018D+00
At iterate 1094 f= 1.23903D+00 |proj g|= 1.80190D+00
At iterate 1095 f= 1.23774D+00 |proj g|= 1.54475D+00
At iterate 1096 f= 1.23522D+00 |proj g|= 5.50309D+00
At iterate 1097 f= 1.23305D+00 |proj g|= 8.91066D+00
At iterate 1098 f= 1.23010D+00 |proj g|= 6.47786D+00
At iterate 1099 f= 1.22802D+00 |proj g|= 1.78621D+00
At iterate 1100 f= 1.22595D+00 |proj g|= 3.86020D+00
At iterate 1101 f= 1.22381D+00 |proj g|= 4.48501D+00
At iterate 1102 f= 1.22098D+00 |proj g|= 1.46552D+01
At iterate 1103 f= 1.21865D+00 |proj g|= 2.53058D+00
At iterate 1104 f= 1.21728D+00 |proj g|= 8.56928D-01
At iterate 1105 f= 1.21600D+00 |proj g|= 1.28408D+00
At iterate 1106 f= 1.21569D+00 |proj g|= 8.03094D+00
At iterate 1107 f= 1.21271D+00 |proj g|= 2.33712D+00
At iterate 1108 f= 1.21129D+00 |proj g|= 1.27739D+00
At iterate 1109 f= 1.20966D+00 |proj g|= 2.15710D+00
At iterate 1110 f= 1.20711D+00 |proj g|= 2.60461D+00
At iterate 1111 f= 1.20582D+00 |proj g|= 9.50056D+00
At iterate 1112 f= 1.20261D+00 |proj g|= 2.48761D+00
At iterate 1113 f= 1.20090D+00 |proj g|= 1.74080D+00
At iterate 1114 f= 1.19811D+00 |proj g|= 2.62984D+00
At iterate 1115 f= 1.19717D+00 |proj g|= 6.66492D+00
At iterate 1116 f= 1.19560D+00 |proj g|= 3.63231D+00
At iterate 1117 f= 1.19297D+00 |proj g|= 1.47458D+00
At iterate 1118 f= 1.18920D+00 |proj g|= 2.33211D+00
At iterate 1119 f= 1.18446D+00 |proj g|= 3.31400D+00
At iterate 1120 f= 1.18300D+00 |proj g|= 5.50772D+00
At iterate 1121 f= 1.17880D+00 |proj g|= 2.75686D+00
At iterate 1122 f= 1.17542D+00 |proj g|= 1.71151D+00
At iterate 1123 f= 1.17387D+00 |proj g|= 7.26413D+00
At iterate 1124 f= 1.17164D+00 |proj g|= 1.39042D+00
At iterate 1125 f= 1.17027D+00 |proj g|= 1.47445D+00
At iterate 1126 f= 1.16541D+00 |proj g|= 3.00507D+00
At iterate 1127 f= 1.16448D+00 |proj g|= 5.95817D+00
At iterate 1128 f= 1.16269D+00 |proj g|= 2.30904D+00
At iterate 1129 f= 1.16081D+00 |proj g|= 8.39022D-01
At iterate 1130 f= 1.15809D+00 |proj g|= 1.63832D+00
At iterate 1131 f= 1.15530D+00 |proj g|= 4.21416D+00
At iterate 1132 f= 1.15349D+00 |proj g|= 3.05096D+00
At iterate 1133 f= 1.15153D+00 |proj g|= 9.16957D-01
At iterate 1134 f= 1.14983D+00 |proj g|= 1.19153D+00
At iterate 1135 f= 1.14779D+00 |proj g|= 2.32937D+00
At iterate 1136 f= 1.14672D+00 |proj g|= 4.93078D+00
At iterate 1137 f= 1.14513D+00 |proj g|= 1.48902D+00
At iterate 1138 f= 1.14376D+00 |proj g|= 1.28356D+00
At iterate 1139 f= 1.14219D+00 |proj g|= 2.68057D+00
At iterate 1140 f= 1.14101D+00 |proj g|= 6.60803D+00
At iterate 1141 f= 1.13944D+00 |proj g|= 3.14963D+00
At iterate 1142 f= 1.13732D+00 |proj g|= 1.23206D+00
At iterate 1143 f= 1.13609D+00 |proj g|= 1.77247D+00
At iterate 1144 f= 1.13396D+00 |proj g|= 5.23058D+00
At iterate 1145 f= 1.13183D+00 |proj g|= 3.58446D+00
At iterate 1146 f= 1.13050D+00 |proj g|= 1.32700D+00
At iterate 1147 f= 1.12870D+00 |proj g|= 1.46736D+00
At iterate 1148 f= 1.12710D+00 |proj g|= 2.12522D+00
At iterate 1149 f= 1.12304D+00 |proj g|= 2.19791D+00
At iterate 1150 f= 1.12172D+00 |proj g|= 6.88808D+00
At iterate 1151 f= 1.11942D+00 |proj g|= 2.40640D+00
At iterate 1152 f= 1.11798D+00 |proj g|= 1.33338D+00
At iterate 1153 f= 1.11623D+00 |proj g|= 4.05638D+00
At iterate 1154 f= 1.11414D+00 |proj g|= 7.06980D+00
At iterate 1155 f= 1.11183D+00 |proj g|= 1.96953D+00
At iterate 1156 f= 1.10974D+00 |proj g|= 1.94069D+00
At iterate 1157 f= 1.10802D+00 |proj g|= 3.44189D+00
At iterate 1158 f= 1.10559D+00 |proj g|= 5.92950D+00
At iterate 1159 f= 1.10267D+00 |proj g|= 2.39562D+00
At iterate 1160 f= 1.10161D+00 |proj g|= 2.04295D+00
At iterate 1161 f= 1.09916D+00 |proj g|= 2.15837D+00
At iterate 1162 f= 1.09786D+00 |proj g|= 6.86290D+00
At iterate 1163 f= 1.09611D+00 |proj g|= 3.57492D+00
At iterate 1164 f= 1.09459D+00 |proj g|= 1.28715D+00
At iterate 1165 f= 1.09260D+00 |proj g|= 1.73357D+00
At iterate 1166 f= 1.09012D+00 |proj g|= 5.89764D+00
At iterate 1167 f= 1.08864D+00 |proj g|= 6.82136D+00
At iterate 1168 f= 1.08709D+00 |proj g|= 1.13556D+00
At iterate 1169 f= 1.08603D+00 |proj g|= 1.90076D+00
At iterate 1170 f= 1.08420D+00 |proj g|= 3.39062D+00
At iterate 1171 f= 1.08163D+00 |proj g|= 5.54763D+00
At iterate 1172 f= 1.07937D+00 |proj g|= 5.02537D+00
At iterate 1173 f= 1.07775D+00 |proj g|= 1.67815D+00
At iterate 1174 f= 1.07656D+00 |proj g|= 1.39152D+00
At iterate 1175 f= 1.07540D+00 |proj g|= 3.82840D+00
At iterate 1176 f= 1.07254D+00 |proj g|= 3.21097D+00
At iterate 1177 f= 1.07106D+00 |proj g|= 1.27901D+01
At iterate 1178 f= 1.06871D+00 |proj g|= 5.04237D+00
At iterate 1179 f= 1.06660D+00 |proj g|= 2.43745D+00
At iterate 1180 f= 1.06523D+00 |proj g|= 4.40686D+00
At iterate 1181 f= 1.06190D+00 |proj g|= 5.22623D+00
At iterate 1182 f= 1.05517D+00 |proj g|= 6.73838D+00
At iterate 1183 f= 1.05291D+00 |proj g|= 1.02775D+01
At iterate 1184 f= 1.04748D+00 |proj g|= 2.30365D+00
At iterate 1185 f= 1.04522D+00 |proj g|= 2.17778D+00
At iterate 1186 f= 1.04255D+00 |proj g|= 6.18313D+00
At iterate 1187 f= 1.04027D+00 |proj g|= 4.11221D+00
At iterate 1188 f= 1.03780D+00 |proj g|= 2.24235D+00
At iterate 1189 f= 1.03368D+00 |proj g|= 6.95913D+00
At iterate 1190 f= 1.03091D+00 |proj g|= 2.66388D+00
At iterate 1191 f= 1.02810D+00 |proj g|= 3.18048D+00
At iterate 1192 f= 1.02475D+00 |proj g|= 3.06649D+00
At iterate 1193 f= 1.01929D+00 |proj g|= 2.82714D+00
At iterate 1194 f= 1.01832D+00 |proj g|= 2.00873D+01
At iterate 1195 f= 1.01365D+00 |proj g|= 2.86177D+00
At iterate 1196 f= 1.01219D+00 |proj g|= 1.81406D+00
At iterate 1197 f= 1.00952D+00 |proj g|= 3.59728D+00
At iterate 1198 f= 1.00585D+00 |proj g|= 4.24251D+00
At iterate 1199 f= 1.00262D+00 |proj g|= 4.71254D+00
At iterate 1200 f= 1.00019D+00 |proj g|= 2.73872D+00
At iterate 1201 f= 9.99192D-01 |proj g|= 1.09091D+00
At iterate 1202 f= 9.97598D-01 |proj g|= 3.05977D+00
At iterate 1203 f= 9.96610D-01 |proj g|= 1.12439D+01
At iterate 1204 f= 9.94118D-01 |proj g|= 3.26972D+00
At iterate 1205 f= 9.92633D-01 |proj g|= 1.35981D+00
At iterate 1206 f= 9.91339D-01 |proj g|= 2.73112D+00
At iterate 1207 f= 9.88258D-01 |proj g|= 4.75882D+00
At iterate 1208 f= 9.86629D-01 |proj g|= 5.81689D+00
At iterate 1209 f= 9.84905D-01 |proj g|= 1.44235D+00
At iterate 1210 f= 9.83796D-01 |proj g|= 7.20223D-01
At iterate 1211 f= 9.82039D-01 |proj g|= 1.94503D+00
At iterate 1212 f= 9.81190D-01 |proj g|= 5.80504D+00
At iterate 1213 f= 9.79884D-01 |proj g|= 3.79688D+00
At iterate 1214 f= 9.77845D-01 |proj g|= 1.21542D+00
At iterate 1215 f= 9.76101D-01 |proj g|= 2.16333D+00
At iterate 1216 f= 9.73666D-01 |proj g|= 1.80512D+00
At iterate 1217 f= 9.73104D-01 |proj g|= 6.92677D+00
At iterate 1218 f= 9.71362D-01 |proj g|= 3.63591D+00
At iterate 1219 f= 9.69792D-01 |proj g|= 1.28891D+00
At iterate 1220 f= 9.68128D-01 |proj g|= 5.37349D+00
At iterate 1221 f= 9.67161D-01 |proj g|= 3.85345D+00
At iterate 1222 f= 9.66367D-01 |proj g|= 2.08208D+00
At iterate 1223 f= 9.65361D-01 |proj g|= 1.42058D+00
At iterate 1224 f= 9.64757D-01 |proj g|= 1.66763D+00
At iterate 1225 f= 9.63963D-01 |proj g|= 5.84761D+00
At iterate 1226 f= 9.62566D-01 |proj g|= 2.78782D+00
At iterate 1227 f= 9.61512D-01 |proj g|= 1.02890D+00
At iterate 1228 f= 9.60504D-01 |proj g|= 1.68501D+00
At iterate 1229 f= 9.59175D-01 |proj g|= 2.98621D+00
At iterate 1230 f= 9.58501D-01 |proj g|= 2.49091D+00
At iterate 1231 f= 9.57126D-01 |proj g|= 1.11060D+00
At iterate 1232 f= 9.56191D-01 |proj g|= 2.13798D+00
At iterate 1233 f= 9.55017D-01 |proj g|= 3.81546D+00
At iterate 1234 f= 9.54042D-01 |proj g|= 1.10812D+00
At iterate 1235 f= 9.53100D-01 |proj g|= 2.26948D+00
At iterate 1236 f= 9.51660D-01 |proj g|= 3.53272D+00
At iterate 1237 f= 9.51417D-01 |proj g|= 8.38761D+00
At iterate 1238 f= 9.49170D-01 |proj g|= 1.70205D+00
At iterate 1239 f= 9.48340D-01 |proj g|= 8.75744D-01
At iterate 1240 f= 9.47348D-01 |proj g|= 1.70720D+00
At iterate 1241 f= 9.45717D-01 |proj g|= 1.86611D+00
At iterate 1242 f= 9.44850D-01 |proj g|= 7.27532D+00
At iterate 1243 f= 9.43046D-01 |proj g|= 2.24698D+00
At iterate 1244 f= 9.41980D-01 |proj g|= 8.91105D-01
At iterate 1245 f= 9.40511D-01 |proj g|= 1.77043D+00
At iterate 1246 f= 9.38996D-01 |proj g|= 2.41860D+00
At iterate 1247 f= 9.38177D-01 |proj g|= 7.50420D+00
At iterate 1248 f= 9.36243D-01 |proj g|= 2.70359D+00
At iterate 1249 f= 9.34882D-01 |proj g|= 8.86261D-01
At iterate 1250 f= 9.33336D-01 |proj g|= 2.28365D+00
At iterate 1251 f= 9.32407D-01 |proj g|= 2.62783D+00
At iterate 1252 f= 9.31682D-01 |proj g|= 1.50110D+00
At iterate 1253 f= 9.30125D-01 |proj g|= 1.07877D+00
At iterate 1254 f= 9.29242D-01 |proj g|= 1.60737D+00
At iterate 1255 f= 9.28047D-01 |proj g|= 5.14990D+00
At iterate 1256 f= 9.26872D-01 |proj g|= 9.02660D-01
At iterate 1257 f= 9.25846D-01 |proj g|= 2.34740D+00
At iterate 1258 f= 9.24949D-01 |proj g|= 2.51066D+00
At iterate 1259 f= 9.24047D-01 |proj g|= 1.17673D+01
At iterate 1260 f= 9.22196D-01 |proj g|= 8.08208D-01
At iterate 1261 f= 9.21693D-01 |proj g|= 6.01995D-01
At iterate 1262 f= 9.20747D-01 |proj g|= 1.05160D+00
At iterate 1263 f= 9.19251D-01 |proj g|= 4.50402D+00
At iterate 1264 f= 9.17629D-01 |proj g|= 1.95196D+00
At iterate 1265 f= 9.16518D-01 |proj g|= 1.20084D+00
At iterate 1266 f= 9.15115D-01 |proj g|= 8.69626D-01
At iterate 1267 f= 9.13653D-01 |proj g|= 1.52023D+00
At iterate 1268 f= 9.13070D-01 |proj g|= 6.75518D+00
At iterate 1269 f= 9.11359D-01 |proj g|= 3.27215D+00
At iterate 1270 f= 9.10083D-01 |proj g|= 1.43692D+00
At iterate 1271 f= 9.08570D-01 |proj g|= 1.46711D+00
At iterate 1272 f= 9.07351D-01 |proj g|= 2.77825D+00
At iterate 1273 f= 9.06927D-01 |proj g|= 8.72547D+00
At iterate 1274 f= 9.05571D-01 |proj g|= 1.22540D+00
At iterate 1275 f= 9.05049D-01 |proj g|= 1.40990D+00
At iterate 1276 f= 9.04160D-01 |proj g|= 1.45238D+00
At iterate 1277 f= 9.03509D-01 |proj g|= 3.01193D+00
At iterate 1278 f= 9.02652D-01 |proj g|= 1.73782D+00
At iterate 1279 f= 9.01669D-01 |proj g|= 1.00336D+00
At iterate 1280 f= 9.01056D-01 |proj g|= 1.08265D+00
At iterate 1281 f= 9.00877D-01 |proj g|= 9.91473D+00
At iterate 1282 f= 8.99531D-01 |proj g|= 2.06116D+00
At iterate 1283 f= 8.98827D-01 |proj g|= 1.21628D+00
At iterate 1284 f= 8.98107D-01 |proj g|= 2.60281D+00
At iterate 1285 f= 8.97126D-01 |proj g|= 2.55253D+00
At iterate 1286 f= 8.96682D-01 |proj g|= 5.52437D+00
At iterate 1287 f= 8.95905D-01 |proj g|= 9.06687D-01
At iterate 1288 f= 8.95610D-01 |proj g|= 7.21063D-01
At iterate 1289 f= 8.94773D-01 |proj g|= 1.70217D+00
At iterate 1290 f= 8.94119D-01 |proj g|= 1.83808D+00
At iterate 1291 f= 8.93484D-01 |proj g|= 2.20689D+00
At iterate 1292 f= 8.92938D-01 |proj g|= 1.00709D+00
At iterate 1293 f= 8.92538D-01 |proj g|= 1.16711D+00
At iterate 1294 f= 8.92334D-01 |proj g|= 7.82412D+00
At iterate 1295 f= 8.91700D-01 |proj g|= 2.90269D+00
At iterate 1296 f= 8.91165D-01 |proj g|= 9.11207D-01
At iterate 1297 f= 8.90760D-01 |proj g|= 2.18192D+00
At iterate 1298 f= 8.90112D-01 |proj g|= 2.39965D+00
At iterate 1299 f= 8.88802D-01 |proj g|= 7.63016D+00
At iterate 1300 f= 8.88046D-01 |proj g|= 3.26656D+00
At iterate 1301 f= 8.87482D-01 |proj g|= 6.09021D-01
At iterate 1302 f= 8.87151D-01 |proj g|= 7.99452D-01
At iterate 1303 f= 8.86611D-01 |proj g|= 1.79569D+00
At iterate 1304 f= 8.85602D-01 |proj g|= 1.99172D+00
At iterate 1305 f= 8.85450D-01 |proj g|= 5.28924D+00
At iterate 1306 f= 8.83766D-01 |proj g|= 1.51379D+00
At iterate 1307 f= 8.83096D-01 |proj g|= 5.17354D-01
At iterate 1308 f= 8.82322D-01 |proj g|= 4.43122D+00
At iterate 1309 f= 8.81754D-01 |proj g|= 2.77313D+00
At iterate 1310 f= 8.81241D-01 |proj g|= 1.05438D+00
At iterate 1311 f= 8.80462D-01 |proj g|= 1.09660D+00
At iterate 1312 f= 8.79620D-01 |proj g|= 1.43362D+00
At iterate 1313 f= 8.77424D-01 |proj g|= 2.64312D+00
At iterate 1314 f= 8.76705D-01 |proj g|= 2.17448D+00
At iterate 1315 f= 8.75708D-01 |proj g|= 1.30623D+00
At iterate 1316 f= 8.75031D-01 |proj g|= 2.49699D+00
At iterate 1317 f= 8.74384D-01 |proj g|= 6.13742D-01
At iterate 1318 f= 8.73223D-01 |proj g|= 1.56800D+00
At iterate 1319 f= 8.72627D-01 |proj g|= 3.20943D+00
At iterate 1320 f= 8.71937D-01 |proj g|= 2.63707D+00
At iterate 1321 f= 8.71323D-01 |proj g|= 1.61240D+00
At iterate 1322 f= 8.70733D-01 |proj g|= 1.72134D+00
At iterate 1323 f= 8.70013D-01 |proj g|= 2.08104D+00
At iterate 1324 f= 8.68477D-01 |proj g|= 1.30387D+00
At iterate 1325 f= 8.66663D-01 |proj g|= 6.56832D-01
At iterate 1326 f= 8.65941D-01 |proj g|= 4.20391D+00
At iterate 1327 f= 8.64659D-01 |proj g|= 1.67421D+00
At iterate 1328 f= 8.63877D-01 |proj g|= 8.97279D-01
At iterate 1329 f= 8.62800D-01 |proj g|= 1.93693D+00
At iterate 1330 f= 8.61807D-01 |proj g|= 2.75427D+00
At iterate 1331 f= 8.60869D-01 |proj g|= 7.01007D-01
At iterate 1332 f= 8.59870D-01 |proj g|= 1.64891D+00
At iterate 1333 f= 8.59261D-01 |proj g|= 3.64972D+00
At iterate 1334 f= 8.58448D-01 |proj g|= 2.15975D+00
At iterate 1335 f= 8.57350D-01 |proj g|= 1.29037D+00
At iterate 1336 f= 8.56625D-01 |proj g|= 2.76856D+00
At iterate 1337 f= 8.55984D-01 |proj g|= 3.57162D+00
At iterate 1338 f= 8.55433D-01 |proj g|= 1.33249D+00
At iterate 1339 f= 8.54859D-01 |proj g|= 9.95573D-01
At iterate 1340 f= 8.54264D-01 |proj g|= 1.84513D+00
At iterate 1341 f= 8.53146D-01 |proj g|= 2.29242D+00
At iterate 1342 f= 8.52818D-01 |proj g|= 5.14051D+00
At iterate 1343 f= 8.52150D-01 |proj g|= 1.55595D+00
At iterate 1344 f= 8.51778D-01 |proj g|= 4.81317D-01
At iterate 1345 f= 8.51256D-01 |proj g|= 1.72579D+00
At iterate 1346 f= 8.50672D-01 |proj g|= 2.99252D+00
At iterate 1347 f= 8.50047D-01 |proj g|= 2.06843D+00
At iterate 1348 f= 8.49503D-01 |proj g|= 1.36253D+00
At iterate 1349 f= 8.48943D-01 |proj g|= 1.84041D+00
At iterate 1350 f= 8.48367D-01 |proj g|= 1.91016D+00
At iterate 1351 f= 8.47795D-01 |proj g|= 3.81229D+00
At iterate 1352 f= 8.47092D-01 |proj g|= 1.77101D+00
At iterate 1353 f= 8.46426D-01 |proj g|= 6.63643D-01
At iterate 1354 f= 8.46044D-01 |proj g|= 1.26387D+00
At iterate 1355 f= 8.45161D-01 |proj g|= 2.27788D+00
At iterate 1356 f= 8.44908D-01 |proj g|= 2.21154D+00
At iterate 1357 f= 8.44322D-01 |proj g|= 1.33887D+00
At iterate 1358 f= 8.43664D-01 |proj g|= 6.20234D-01
At iterate 1359 f= 8.43059D-01 |proj g|= 4.33425D+00
At iterate 1360 f= 8.42285D-01 |proj g|= 1.79700D+00
At iterate 1361 f= 8.41939D-01 |proj g|= 9.47541D-01
At iterate 1362 f= 8.41111D-01 |proj g|= 7.77707D-01
At iterate 1363 f= 8.40692D-01 |proj g|= 3.38551D+00
At iterate 1364 f= 8.40015D-01 |proj g|= 2.46283D+00
At iterate 1365 f= 8.38963D-01 |proj g|= 5.58802D-01
At iterate 1366 f= 8.38376D-01 |proj g|= 5.30215D-01
At iterate 1367 f= 8.37306D-01 |proj g|= 1.81081D+00
At iterate 1368 f= 8.36884D-01 |proj g|= 4.10927D+00
At iterate 1369 f= 8.35892D-01 |proj g|= 1.52111D+00
At iterate 1370 f= 8.35004D-01 |proj g|= 4.55867D-01
At iterate 1371 f= 8.34102D-01 |proj g|= 8.69418D-01
At iterate 1372 f= 8.33767D-01 |proj g|= 3.82069D+00
At iterate 1373 f= 8.32975D-01 |proj g|= 2.30050D+00
At iterate 1374 f= 8.31901D-01 |proj g|= 8.98724D-01
At iterate 1375 f= 8.30528D-01 |proj g|= 2.61127D+00
At iterate 1376 f= 8.30014D-01 |proj g|= 3.92188D+00
At iterate 1377 f= 8.29087D-01 |proj g|= 9.16480D-01
At iterate 1378 f= 8.28624D-01 |proj g|= 1.34535D+00
At iterate 1379 f= 8.27759D-01 |proj g|= 1.76925D+00
At iterate 1380 f= 8.26515D-01 |proj g|= 3.45747D+00
At iterate 1381 f= 8.25693D-01 |proj g|= 6.46279D+00
At iterate 1382 f= 8.24717D-01 |proj g|= 8.68758D-01
At iterate 1383 f= 8.24076D-01 |proj g|= 2.34945D+00
At iterate 1384 f= 8.23503D-01 |proj g|= 2.96169D+00
At iterate 1385 f= 8.22451D-01 |proj g|= 5.05969D+00
At iterate 1386 f= 8.21619D-01 |proj g|= 2.81475D+00
At iterate 1387 f= 8.21092D-01 |proj g|= 7.56240D-01
At iterate 1388 f= 8.20499D-01 |proj g|= 1.63725D+00
At iterate 1389 f= 8.19866D-01 |proj g|= 1.74319D+00
At iterate 1390 f= 8.19257D-01 |proj g|= 4.54735D+00
At iterate 1391 f= 8.18070D-01 |proj g|= 2.15618D+00
At iterate 1392 f= 8.17275D-01 |proj g|= 9.82844D-01
At iterate 1393 f= 8.16205D-01 |proj g|= 1.19401D+00
At iterate 1394 f= 8.15695D-01 |proj g|= 6.37395D+00
At iterate 1395 f= 8.14932D-01 |proj g|= 1.66810D+00
At iterate 1396 f= 8.14336D-01 |proj g|= 1.10044D+00
At iterate 1397 f= 8.13836D-01 |proj g|= 1.82906D+00
At iterate 1398 f= 8.12926D-01 |proj g|= 1.37332D+00
At iterate 1399 f= 8.12418D-01 |proj g|= 5.06279D+00
At iterate 1400 f= 8.11599D-01 |proj g|= 2.69741D+00
At iterate 1401 f= 8.10535D-01 |proj g|= 1.13783D+00
At iterate 1402 f= 8.09995D-01 |proj g|= 1.72718D+00
At iterate 1403 f= 8.09738D-01 |proj g|= 6.50791D+00
At iterate 1404 f= 8.08512D-01 |proj g|= 1.86701D+00
At iterate 1405 f= 8.08090D-01 |proj g|= 6.69562D-01
At iterate 1406 f= 8.07723D-01 |proj g|= 1.42410D+00
At iterate 1407 f= 8.07158D-01 |proj g|= 1.88120D+00
At iterate 1408 f= 8.06100D-01 |proj g|= 4.81019D+00
At iterate 1409 f= 8.05565D-01 |proj g|= 4.95772D+00
At iterate 1410 f= 8.04867D-01 |proj g|= 7.29551D-01
At iterate 1411 f= 8.04418D-01 |proj g|= 1.32445D+00
At iterate 1412 f= 8.03796D-01 |proj g|= 2.32448D+00
At iterate 1413 f= 8.03114D-01 |proj g|= 6.28101D+00
At iterate 1414 f= 8.02232D-01 |proj g|= 1.92536D+00
At iterate 1415 f= 8.01864D-01 |proj g|= 6.52623D-01
At iterate 1416 f= 8.01489D-01 |proj g|= 9.27123D-01
At iterate 1417 f= 8.01074D-01 |proj g|= 2.33774D+00
At iterate 1418 f= 8.00583D-01 |proj g|= 3.66724D+00
At iterate 1419 f= 7.99881D-01 |proj g|= 1.39076D+00
At iterate 1420 f= 7.99517D-01 |proj g|= 8.91338D-01
At iterate 1421 f= 7.99115D-01 |proj g|= 1.07317D+00
At iterate 1422 f= 7.98354D-01 |proj g|= 1.15986D+00
At iterate 1423 f= 7.97935D-01 |proj g|= 4.07000D+00
At iterate 1424 f= 7.97256D-01 |proj g|= 6.46234D-01
At iterate 1425 f= 7.96916D-01 |proj g|= 6.69328D-01
At iterate 1426 f= 7.96434D-01 |proj g|= 5.17779D+00
At iterate 1427 f= 7.95827D-01 |proj g|= 9.86525D-01
At iterate 1428 f= 7.95502D-01 |proj g|= 5.31501D-01
At iterate 1429 f= 7.95069D-01 |proj g|= 7.85264D-01
At iterate 1430 f= 7.94500D-01 |proj g|= 6.71287D-01
At iterate 1431 f= 7.94279D-01 |proj g|= 2.96089D+00
At iterate 1432 f= 7.93666D-01 |proj g|= 1.13568D+00
At iterate 1433 f= 7.93260D-01 |proj g|= 5.59248D-01
At iterate 1434 f= 7.92677D-01 |proj g|= 7.40955D-01
At iterate 1435 f= 7.92150D-01 |proj g|= 1.05542D+00
At iterate 1436 f= 7.91810D-01 |proj g|= 4.39593D+00
At iterate 1437 f= 7.91099D-01 |proj g|= 3.40445D+00
At iterate 1438 f= 7.90787D-01 |proj g|= 5.79482D-01
At iterate 1439 f= 7.90576D-01 |proj g|= 1.13805D+00
At iterate 1440 f= 7.90272D-01 |proj g|= 2.10324D+00
At iterate 1441 f= 7.89814D-01 |proj g|= 1.56347D+00
At iterate 1442 f= 7.89063D-01 |proj g|= 8.38080D-01
At iterate 1443 f= 7.88697D-01 |proj g|= 3.28886D+00
At iterate 1444 f= 7.88243D-01 |proj g|= 4.82749D-01
At iterate 1445 f= 7.88049D-01 |proj g|= 9.28504D-01
At iterate 1446 f= 7.87594D-01 |proj g|= 1.83378D+00
At iterate 1447 f= 7.86924D-01 |proj g|= 1.76109D+00
At iterate 1448 f= 7.85654D-01 |proj g|= 2.46652D+00
At iterate 1449 f= 7.85109D-01 |proj g|= 3.17868D+00
At iterate 1450 f= 7.84554D-01 |proj g|= 1.28317D+00
At iterate 1451 f= 7.84242D-01 |proj g|= 8.39017D-01
At iterate 1452 f= 7.83952D-01 |proj g|= 2.03763D+00
At iterate 1453 f= 7.83317D-01 |proj g|= 1.78208D+00
At iterate 1454 f= 7.82571D-01 |proj g|= 1.83299D+00
At iterate 1455 f= 7.82031D-01 |proj g|= 1.12244D+00
At iterate 1456 f= 7.81729D-01 |proj g|= 1.93548D+00
At iterate 1457 f= 7.81450D-01 |proj g|= 8.52858D-01
At iterate 1458 f= 7.80985D-01 |proj g|= 1.06438D+00
At iterate 1459 f= 7.80570D-01 |proj g|= 1.43400D+00
At iterate 1460 f= 7.79787D-01 |proj g|= 1.71477D+00
At iterate 1461 f= 7.79485D-01 |proj g|= 4.74232D+00
At iterate 1462 f= 7.78826D-01 |proj g|= 1.47037D+00
At iterate 1463 f= 7.78422D-01 |proj g|= 5.81608D-01
At iterate 1464 f= 7.77763D-01 |proj g|= 2.14865D+00
At iterate 1465 f= 7.77343D-01 |proj g|= 5.39355D+00
At iterate 1466 f= 7.76820D-01 |proj g|= 1.46840D+00
At iterate 1467 f= 7.76531D-01 |proj g|= 8.67001D-01
At iterate 1468 f= 7.76049D-01 |proj g|= 1.05973D+00
At iterate 1469 f= 7.75237D-01 |proj g|= 3.86971D+00
At iterate 1470 f= 7.74409D-01 |proj g|= 1.12873D+00
At iterate 1471 f= 7.73865D-01 |proj g|= 8.99281D-01
At iterate 1472 f= 7.73108D-01 |proj g|= 2.76674D+00
At iterate 1473 f= 7.72562D-01 |proj g|= 2.72326D+00
At iterate 1474 f= 7.72075D-01 |proj g|= 9.61104D-01
At iterate 1475 f= 7.71378D-01 |proj g|= 1.41626D+00
At iterate 1476 f= 7.70674D-01 |proj g|= 1.76215D+00
At iterate 1477 f= 7.69905D-01 |proj g|= 2.33811D+00
At iterate 1478 f= 7.69661D-01 |proj g|= 1.77998D+00
At iterate 1479 f= 7.69357D-01 |proj g|= 1.08606D+00
At iterate 1480 f= 7.68800D-01 |proj g|= 7.92281D-01
At iterate 1481 f= 7.67780D-01 |proj g|= 1.01673D+00
At iterate 1482 f= 7.67547D-01 |proj g|= 2.89962D+00
At iterate 1483 f= 7.67118D-01 |proj g|= 1.27341D+00
At iterate 1484 f= 7.66792D-01 |proj g|= 5.10370D-01
At iterate 1485 f= 7.66256D-01 |proj g|= 1.12726D+00
At iterate 1486 f= 7.65847D-01 |proj g|= 6.10263D+00
At iterate 1487 f= 7.65148D-01 |proj g|= 1.80770D+00
At iterate 1488 f= 7.64569D-01 |proj g|= 1.30653D+00
At iterate 1489 f= 7.64150D-01 |proj g|= 1.91630D+00
At iterate 1490 f= 7.63732D-01 |proj g|= 5.87129D+00
At iterate 1491 f= 7.63082D-01 |proj g|= 1.82869D+00
At iterate 1492 f= 7.62782D-01 |proj g|= 6.10701D-01
At iterate 1493 f= 7.62436D-01 |proj g|= 1.12346D+00
At iterate 1494 f= 7.61946D-01 |proj g|= 1.20773D+00
At iterate 1495 f= 7.61471D-01 |proj g|= 3.41633D+00
At iterate 1496 f= 7.60832D-01 |proj g|= 1.75777D+00
At iterate 1497 f= 7.60303D-01 |proj g|= 6.23490D-01
At iterate 1498 f= 7.59971D-01 |proj g|= 1.35942D+00
At iterate 1499 f= 7.59419D-01 |proj g|= 1.55501D+00
At iterate 1500 f= 7.59182D-01 |proj g|= 2.91078D+00
At iterate 1501 f= 7.58966D-01 |proj g|= 9.67519D-01
At iterate 1502 f= 7.58771D-01 |proj g|= 7.80773D-01
At iterate 1503 f= 7.58580D-01 |proj g|= 1.59921D+00
At iterate 1504 f= 7.58247D-01 |proj g|= 2.73360D+00
At iterate 1505 f= 7.57834D-01 |proj g|= 1.81458D+00
At iterate 1506 f= 7.57339D-01 |proj g|= 5.42759D-01
At iterate 1507 f= 7.57008D-01 |proj g|= 1.06137D+00
At iterate 1508 f= 7.56795D-01 |proj g|= 2.07354D+00
At iterate 1509 f= 7.56470D-01 |proj g|= 5.07981D-01
At iterate 1510 f= 7.56321D-01 |proj g|= 4.90593D-01
At iterate 1511 f= 7.55862D-01 |proj g|= 9.61859D-01
At iterate 1512 f= 7.55207D-01 |proj g|= 9.49465D-01
At iterate 1513 f= 7.54989D-01 |proj g|= 3.88656D+00
At iterate 1514 f= 7.54339D-01 |proj g|= 1.42717D+00
At iterate 1515 f= 7.53886D-01 |proj g|= 8.60595D-01
At iterate 1516 f= 7.53559D-01 |proj g|= 5.56293D+00
At iterate 1517 f= 7.53039D-01 |proj g|= 1.24562D+00
At iterate 1518 f= 7.52793D-01 |proj g|= 1.02316D+00
At iterate 1519 f= 7.52511D-01 |proj g|= 1.50712D+00
At iterate 1520 f= 7.52106D-01 |proj g|= 1.44137D+00
At iterate 1521 f= 7.51746D-01 |proj g|= 4.75291D+00
At iterate 1522 f= 7.50982D-01 |proj g|= 7.28011D-01
At iterate 1523 f= 7.50684D-01 |proj g|= 5.66843D-01
At iterate 1524 f= 7.50138D-01 |proj g|= 6.28787D-01
At iterate 1525 f= 7.49842D-01 |proj g|= 5.06909D+00
At iterate 1526 f= 7.49278D-01 |proj g|= 2.47324D+00
At iterate 1527 f= 7.48780D-01 |proj g|= 5.39301D-01
At iterate 1528 f= 7.48453D-01 |proj g|= 1.19648D+00
At iterate 1529 f= 7.47955D-01 |proj g|= 1.67165D+00
At iterate 1530 f= 7.47751D-01 |proj g|= 4.13653D+00
At iterate 1531 f= 7.47075D-01 |proj g|= 1.80635D+00
At iterate 1532 f= 7.46482D-01 |proj g|= 4.89706D-01
At iterate 1533 f= 7.45866D-01 |proj g|= 1.36632D+00
At iterate 1534 f= 7.45704D-01 |proj g|= 3.15508D+00
At iterate 1535 f= 7.45098D-01 |proj g|= 1.12562D+00
At iterate 1536 f= 7.44678D-01 |proj g|= 8.32721D-01
At iterate 1537 f= 7.44110D-01 |proj g|= 1.10044D+00
At iterate 1538 f= 7.43469D-01 |proj g|= 3.76596D+00
At iterate 1539 f= 7.43276D-01 |proj g|= 5.79265D+00
At iterate 1540 f= 7.42570D-01 |proj g|= 6.97137D-01
At iterate 1541 f= 7.42394D-01 |proj g|= 6.19567D-01
At iterate 1542 f= 7.42143D-01 |proj g|= 2.41305D+00
At iterate 1543 f= 7.41918D-01 |proj g|= 2.68670D+00
At iterate 1544 f= 7.41696D-01 |proj g|= 1.06259D+00
At iterate 1545 f= 7.41328D-01 |proj g|= 1.00229D+00
At iterate 1546 f= 7.41040D-01 |proj g|= 1.35545D+00
At iterate 1547 f= 7.40189D-01 |proj g|= 2.17378D+00
At iterate 1548 f= 7.39639D-01 |proj g|= 3.22442D+00
At iterate 1549 f= 7.39159D-01 |proj g|= 8.22993D-01
At iterate 1550 f= 7.38830D-01 |proj g|= 9.67282D-01
At iterate 1551 f= 7.38519D-01 |proj g|= 1.44393D+00
At iterate 1552 f= 7.37765D-01 |proj g|= 3.99864D+00
At iterate 1553 f= 7.37345D-01 |proj g|= 2.77639D+00
At iterate 1554 f= 7.36950D-01 |proj g|= 5.30868D-01
At iterate 1555 f= 7.36632D-01 |proj g|= 5.30672D-01
At iterate 1556 f= 7.36409D-01 |proj g|= 5.66311D+00
At iterate 1557 f= 7.36044D-01 |proj g|= 3.77793D+00
At iterate 1558 f= 7.35341D-01 |proj g|= 6.89483D-01
At iterate 1559 f= 7.35103D-01 |proj g|= 1.07166D+00
At iterate 1560 f= 7.34504D-01 |proj g|= 1.40659D+00
At iterate 1561 f= 7.34259D-01 |proj g|= 3.18602D+00
At iterate 1562 f= 7.33805D-01 |proj g|= 1.32604D+00
At iterate 1563 f= 7.33454D-01 |proj g|= 4.30466D-01
At iterate 1564 f= 7.32974D-01 |proj g|= 8.91805D-01
At iterate 1565 f= 7.32535D-01 |proj g|= 1.03678D+00
At iterate 1566 f= 7.31927D-01 |proj g|= 5.53049D+00
At iterate 1567 f= 7.31331D-01 |proj g|= 2.38568D+00
At iterate 1568 f= 7.31005D-01 |proj g|= 5.95695D-01
At iterate 1569 f= 7.30772D-01 |proj g|= 6.25172D-01
At iterate 1570 f= 7.30426D-01 |proj g|= 4.29455D+00
At iterate 1571 f= 7.30014D-01 |proj g|= 2.60315D+00
At iterate 1572 f= 7.29646D-01 |proj g|= 5.80034D-01
At iterate 1573 f= 7.29471D-01 |proj g|= 1.08544D+00
At iterate 1574 f= 7.28981D-01 |proj g|= 2.59827D+00
At iterate 1575 f= 7.28369D-01 |proj g|= 2.71374D+00
At iterate 1576 f= 7.28158D-01 |proj g|= 3.49927D+00
At iterate 1577 f= 7.27557D-01 |proj g|= 1.78257D+00
At iterate 1578 f= 7.27165D-01 |proj g|= 8.11097D-01
At iterate 1579 f= 7.26833D-01 |proj g|= 1.26642D+00
At iterate 1580 f= 7.26545D-01 |proj g|= 2.98199D+00
At iterate 1581 f= 7.26213D-01 |proj g|= 1.09447D+00
At iterate 1582 f= 7.25710D-01 |proj g|= 9.91510D-01
At iterate 1583 f= 7.25403D-01 |proj g|= 1.64510D+00
At iterate 1584 f= 7.24815D-01 |proj g|= 4.32214D+00
At iterate 1585 f= 7.24141D-01 |proj g|= 7.33800D-01
At iterate 1586 f= 7.23853D-01 |proj g|= 5.81970D-01
At iterate 1587 f= 7.22978D-01 |proj g|= 8.10729D-01
At iterate 1588 f= 7.22772D-01 |proj g|= 2.56950D+00
At iterate 1589 f= 7.22460D-01 |proj g|= 1.13675D+00
At iterate 1590 f= 7.21966D-01 |proj g|= 6.37186D-01
At iterate 1591 f= 7.21393D-01 |proj g|= 9.38842D-01
At iterate 1592 f= 7.21150D-01 |proj g|= 4.37405D+00
At iterate 1593 f= 7.20644D-01 |proj g|= 2.44308D+00
At iterate 1594 f= 7.20211D-01 |proj g|= 5.88195D-01
At iterate 1595 f= 7.19738D-01 |proj g|= 1.14245D+00
At iterate 1596 f= 7.19288D-01 |proj g|= 3.88368D+00
At iterate 1597 f= 7.18811D-01 |proj g|= 1.88562D+00
At iterate 1598 f= 7.18511D-01 |proj g|= 6.04115D-01
At iterate 1599 f= 7.18161D-01 |proj g|= 1.31279D+00
At iterate 1600 f= 7.17962D-01 |proj g|= 5.96863D-01
At iterate 1601 f= 7.17693D-01 |proj g|= 2.19369D+00
At iterate 1602 f= 7.17395D-01 |proj g|= 4.25421D-01
At iterate 1603 f= 7.17110D-01 |proj g|= 1.76087D+00
At iterate 1604 f= 7.16844D-01 |proj g|= 1.90725D+00
At iterate 1605 f= 7.16202D-01 |proj g|= 2.13249D+00
At iterate 1606 f= 7.15902D-01 |proj g|= 2.43386D+00
At iterate 1607 f= 7.15695D-01 |proj g|= 3.06040D-01
At iterate 1608 f= 7.15555D-01 |proj g|= 9.76824D-01
At iterate 1609 f= 7.15412D-01 |proj g|= 1.32907D+00
At iterate 1610 f= 7.15214D-01 |proj g|= 1.08030D+00
At iterate 1611 f= 7.14992D-01 |proj g|= 4.56940D-01
At iterate 1612 f= 7.14737D-01 |proj g|= 7.35250D-01
At iterate 1613 f= 7.14288D-01 |proj g|= 1.09358D+00
At iterate 1614 f= 7.13501D-01 |proj g|= 2.40185D+00
At iterate 1615 f= 7.13236D-01 |proj g|= 1.66380D+00
At iterate 1616 f= 7.12761D-01 |proj g|= 3.05998D-01
At iterate 1617 f= 7.12513D-01 |proj g|= 3.08735D-01
At iterate 1618 f= 7.12259D-01 |proj g|= 1.71435D+00
At iterate 1619 f= 7.12045D-01 |proj g|= 3.01446D+00
At iterate 1620 f= 7.11766D-01 |proj g|= 7.75644D-01
At iterate 1621 f= 7.11522D-01 |proj g|= 9.25397D-01
At iterate 1622 f= 7.11378D-01 |proj g|= 1.39112D+00
At iterate 1623 f= 7.11115D-01 |proj g|= 1.72325D+00
At iterate 1624 f= 7.10844D-01 |proj g|= 5.44297D-01
At iterate 1625 f= 7.10561D-01 |proj g|= 7.99656D-01
At iterate 1626 f= 7.10224D-01 |proj g|= 7.52275D-01
At iterate 1627 f= 7.09891D-01 |proj g|= 3.45239D+00
At iterate 1628 f= 7.09330D-01 |proj g|= 1.18788D+00
At iterate 1629 f= 7.09028D-01 |proj g|= 5.86329D-01
At iterate 1630 f= 7.08612D-01 |proj g|= 6.91510D-01
At iterate 1631 f= 7.08128D-01 |proj g|= 8.00054D-01
At iterate 1632 f= 7.07918D-01 |proj g|= 3.81347D+00
At iterate 1633 f= 7.07490D-01 |proj g|= 9.16983D-01
At iterate 1634 f= 7.07271D-01 |proj g|= 3.69294D-01
At iterate 1635 f= 7.06898D-01 |proj g|= 2.13273D+00
At iterate 1636 f= 7.06599D-01 |proj g|= 1.75877D+00
At iterate 1637 f= 7.06350D-01 |proj g|= 8.75396D-01
At iterate 1638 f= 7.06010D-01 |proj g|= 4.80487D-01
At iterate 1639 f= 7.05782D-01 |proj g|= 7.43506D-01
At iterate 1640 f= 7.05412D-01 |proj g|= 2.98411D+00
At iterate 1641 f= 7.04982D-01 |proj g|= 1.02718D+00
At iterate 1642 f= 7.04764D-01 |proj g|= 5.77272D-01
At iterate 1643 f= 7.04274D-01 |proj g|= 6.50201D-01
At iterate 1644 f= 7.03886D-01 |proj g|= 1.37883D+00
At iterate 1645 f= 7.03802D-01 |proj g|= 5.52858D+00
At iterate 1646 f= 7.03294D-01 |proj g|= 5.06326D-01
At iterate 1647 f= 7.03183D-01 |proj g|= 9.58593D-01
At iterate 1648 f= 7.02904D-01 |proj g|= 1.47654D+00
At iterate 1649 f= 7.02698D-01 |proj g|= 5.30656D+00
At iterate 1650 f= 7.02214D-01 |proj g|= 1.74331D+00
At iterate 1651 f= 7.01852D-01 |proj g|= 7.08656D-01
At iterate 1652 f= 7.01626D-01 |proj g|= 1.22292D+00
At iterate 1653 f= 7.01143D-01 |proj g|= 1.00661D+00
At iterate 1654 f= 7.00845D-01 |proj g|= 2.54909D+00
At iterate 1655 f= 7.00520D-01 |proj g|= 5.77765D-01
At iterate 1656 f= 7.00323D-01 |proj g|= 5.89118D-01
At iterate 1657 f= 7.00069D-01 |proj g|= 1.26077D+00
At iterate 1658 f= 6.99593D-01 |proj g|= 2.46426D+00
At iterate 1659 f= 6.99381D-01 |proj g|= 2.26030D+00
At iterate 1660 f= 6.99066D-01 |proj g|= 5.02029D-01
At iterate 1661 f= 6.98842D-01 |proj g|= 5.92145D-01
At iterate 1662 f= 6.98531D-01 |proj g|= 2.04781D+00
At iterate 1663 f= 6.98243D-01 |proj g|= 1.53848D+00
At iterate 1664 f= 6.97878D-01 |proj g|= 1.27923D+00
At iterate 1665 f= 6.97669D-01 |proj g|= 7.18360D-01
At iterate 1666 f= 6.97394D-01 |proj g|= 7.92010D-01
At iterate 1667 f= 6.97264D-01 |proj g|= 1.47093D+00
At iterate 1668 f= 6.97089D-01 |proj g|= 1.16690D+00
At iterate 1669 f= 6.96846D-01 |proj g|= 4.25298D-01
At iterate 1670 f= 6.96614D-01 |proj g|= 4.28810D-01
At iterate 1671 f= 6.96383D-01 |proj g|= 2.87466D+00
At iterate 1672 f= 6.96144D-01 |proj g|= 1.70827D+00
At iterate 1673 f= 6.95956D-01 |proj g|= 6.46844D-01
At iterate 1674 f= 6.95653D-01 |proj g|= 7.59959D-01
At iterate 1675 f= 6.95432D-01 |proj g|= 1.16579D+00
At iterate 1676 f= 6.95255D-01 |proj g|= 3.25078D+00
At iterate 1677 f= 6.94818D-01 |proj g|= 4.31355D-01
At iterate 1678 f= 6.94711D-01 |proj g|= 3.97326D-01
At iterate 1679 f= 6.94443D-01 |proj g|= 6.62779D-01
At iterate 1680 f= 6.94360D-01 |proj g|= 1.50986D+00
At iterate 1681 f= 6.94184D-01 |proj g|= 8.94903D-01
At iterate 1682 f= 6.93985D-01 |proj g|= 3.54464D-01
At iterate 1683 f= 6.93699D-01 |proj g|= 9.30858D-01
At iterate 1684 f= 6.93567D-01 |proj g|= 3.71083D+00
At iterate 1685 f= 6.93338D-01 |proj g|= 9.47327D-01
At iterate 1686 f= 6.93204D-01 |proj g|= 8.39478D-01
At iterate 1687 f= 6.93034D-01 |proj g|= 7.63808D-01
At iterate 1688 f= 6.92828D-01 |proj g|= 5.09770D-01
At iterate 1689 f= 6.92750D-01 |proj g|= 1.85898D+00
At iterate 1690 f= 6.92526D-01 |proj g|= 1.11355D+00
At iterate 1691 f= 6.92357D-01 |proj g|= 3.32236D-01
At iterate 1692 f= 6.92164D-01 |proj g|= 3.73367D-01
At iterate 1693 f= 6.92075D-01 |proj g|= 1.90764D+00
At iterate 1694 f= 6.91950D-01 |proj g|= 1.45504D+00
At iterate 1695 f= 6.91608D-01 |proj g|= 4.85249D-01
At iterate 1696 f= 6.91368D-01 |proj g|= 8.71244D-01
At iterate 1697 f= 6.91219D-01 |proj g|= 2.39021D+00
At iterate 1698 f= 6.90950D-01 |proj g|= 1.06673D+00
At iterate 1699 f= 6.90766D-01 |proj g|= 3.32936D-01
At iterate 1700 f= 6.90512D-01 |proj g|= 4.82489D-01
At iterate 1701 f= 6.90182D-01 |proj g|= 9.24116D-01
At iterate 1702 f= 6.89557D-01 |proj g|= 1.03003D+00
At iterate 1703 f= 6.89412D-01 |proj g|= 3.09914D+00
At iterate 1704 f= 6.88951D-01 |proj g|= 9.77929D-01
At iterate 1705 f= 6.88716D-01 |proj g|= 1.07899D+00
At iterate 1706 f= 6.88505D-01 |proj g|= 1.92820D+00
At iterate 1707 f= 6.88351D-01 |proj g|= 1.17547D+00
At iterate 1708 f= 6.88018D-01 |proj g|= 7.80274D-01
At iterate 1709 f= 6.87903D-01 |proj g|= 2.86678D+00
At iterate 1710 f= 6.87715D-01 |proj g|= 1.46361D+00
At iterate 1711 f= 6.87458D-01 |proj g|= 8.04614D-01
At iterate 1712 f= 6.87252D-01 |proj g|= 1.21618D+00
At iterate 1713 f= 6.86875D-01 |proj g|= 1.60680D+00
At iterate 1714 f= 6.86456D-01 |proj g|= 2.89398D+00
At iterate 1715 f= 6.86180D-01 |proj g|= 1.19003D+00
At iterate 1716 f= 6.85954D-01 |proj g|= 4.53952D-01
At iterate 1717 f= 6.85793D-01 |proj g|= 8.13808D-01
At iterate 1718 f= 6.85580D-01 |proj g|= 1.37017D+00
At iterate 1719 f= 6.85483D-01 |proj g|= 1.36001D+00
At iterate 1720 f= 6.85305D-01 |proj g|= 3.83122D-01
At iterate 1721 f= 6.85187D-01 |proj g|= 3.68166D-01
At iterate 1722 f= 6.84961D-01 |proj g|= 1.40467D+00
At iterate 1723 f= 6.84845D-01 |proj g|= 2.08179D+00
At iterate 1724 f= 6.84700D-01 |proj g|= 3.38985D-01
At iterate 1725 f= 6.84601D-01 |proj g|= 5.16749D-01
At iterate 1726 f= 6.84468D-01 |proj g|= 8.12388D-01
At iterate 1727 f= 6.84145D-01 |proj g|= 1.80299D+00
At iterate 1728 f= 6.83872D-01 |proj g|= 2.45253D+00
At iterate 1729 f= 6.83628D-01 |proj g|= 8.22527D-01
At iterate 1730 f= 6.83409D-01 |proj g|= 7.98183D-01
At iterate 1731 f= 6.83234D-01 |proj g|= 7.38001D-01
At iterate 1732 f= 6.83037D-01 |proj g|= 3.17667D+00
At iterate 1733 f= 6.82672D-01 |proj g|= 1.64174D+00
At iterate 1734 f= 6.82404D-01 |proj g|= 8.74487D-01
At iterate 1735 f= 6.82212D-01 |proj g|= 1.26569D+00
At iterate 1736 f= 6.82113D-01 |proj g|= 2.32981D+00
At iterate 1737 f= 6.81987D-01 |proj g|= 1.32295D+00
At iterate 1738 f= 6.81789D-01 |proj g|= 1.00444D+00
At iterate 1739 f= 6.81586D-01 |proj g|= 1.05828D+00
At iterate 1740 f= 6.81289D-01 |proj g|= 9.08678D-01
At iterate 1741 f= 6.81118D-01 |proj g|= 2.41526D+00
At iterate 1742 f= 6.80860D-01 |proj g|= 9.32551D-01
At iterate 1743 f= 6.80597D-01 |proj g|= 8.72638D-01
At iterate 1744 f= 6.80342D-01 |proj g|= 9.68107D-01
At iterate 1745 f= 6.80205D-01 |proj g|= 2.95723D+00
At iterate 1746 f= 6.79961D-01 |proj g|= 1.71590D+00
At iterate 1747 f= 6.79748D-01 |proj g|= 2.59561D-01
At iterate 1748 f= 6.79619D-01 |proj g|= 1.00495D+00
At iterate 1749 f= 6.79550D-01 |proj g|= 2.21770D+00
At iterate 1750 f= 6.79458D-01 |proj g|= 1.35441D+00
At iterate 1751 f= 6.79312D-01 |proj g|= 3.60260D-01
At iterate 1752 f= 6.79157D-01 |proj g|= 9.65582D-01
At iterate 1753 f= 6.78901D-01 |proj g|= 1.49335D+00
At iterate 1754 f= 6.78556D-01 |proj g|= 2.87503D+00
At iterate 1755 f= 6.78289D-01 |proj g|= 8.60446D-01
At iterate 1756 f= 6.78083D-01 |proj g|= 3.59826D-01
At iterate 1757 f= 6.77923D-01 |proj g|= 1.06404D+00
At iterate 1758 f= 6.77777D-01 |proj g|= 1.83486D+00
At iterate 1759 f= 6.77567D-01 |proj g|= 9.14833D-01
At iterate 1760 f= 6.77083D-01 |proj g|= 7.98553D-01
At iterate 1761 f= 6.76844D-01 |proj g|= 3.74416D+00
At iterate 1762 f= 6.76494D-01 |proj g|= 2.19156D+00
At iterate 1763 f= 6.76111D-01 |proj g|= 4.99494D-01
At iterate 1764 f= 6.75870D-01 |proj g|= 7.18488D-01
At iterate 1765 f= 6.75409D-01 |proj g|= 1.35115D+00
At iterate 1766 f= 6.74853D-01 |proj g|= 2.28169D+00
At iterate 1767 f= 6.74728D-01 |proj g|= 3.47671D+00
At iterate 1768 f= 6.74144D-01 |proj g|= 5.04406D-01
At iterate 1769 f= 6.73965D-01 |proj g|= 8.32111D-01
At iterate 1770 f= 6.73710D-01 |proj g|= 1.20885D+00
At iterate 1771 f= 6.73327D-01 |proj g|= 2.39098D+00
At iterate 1772 f= 6.73073D-01 |proj g|= 9.24380D-01
At iterate 1773 f= 6.72866D-01 |proj g|= 4.76145D-01
At iterate 1774 f= 6.72688D-01 |proj g|= 1.52652D+00
At iterate 1775 f= 6.72448D-01 |proj g|= 7.85693D-01
At iterate 1776 f= 6.72190D-01 |proj g|= 4.30747D-01
At iterate 1777 f= 6.71707D-01 |proj g|= 3.43728D-01
At iterate 1778 f= 6.71253D-01 |proj g|= 6.34893D-01
At iterate 1779 f= 6.70927D-01 |proj g|= 1.94317D+00
At iterate 1780 f= 6.70676D-01 |proj g|= 1.59500D+00
At iterate 1781 f= 6.70501D-01 |proj g|= 7.68038D-01
At iterate 1782 f= 6.70315D-01 |proj g|= 3.56547D-01
At iterate 1783 f= 6.70129D-01 |proj g|= 6.08387D-01
At iterate 1784 f= 6.69789D-01 |proj g|= 4.81869D+00
At iterate 1785 f= 6.69314D-01 |proj g|= 1.91852D+00
At iterate 1786 f= 6.69039D-01 |proj g|= 5.32470D-01
At iterate 1787 f= 6.68762D-01 |proj g|= 1.85700D+00
At iterate 1788 f= 6.68529D-01 |proj g|= 3.91005D+00
At iterate 1789 f= 6.68247D-01 |proj g|= 2.38088D+00
At iterate 1790 f= 6.67679D-01 |proj g|= 9.17204D-01
At iterate 1791 f= 6.67449D-01 |proj g|= 7.24123D-01
At iterate 1792 f= 6.67107D-01 |proj g|= 3.29435D+00
At iterate 1793 f= 6.66592D-01 |proj g|= 6.76870D-01
At iterate 1794 f= 6.66280D-01 |proj g|= 7.36715D-01
At iterate 1795 f= 6.65610D-01 |proj g|= 2.32829D+00
At iterate 1796 f= 6.65200D-01 |proj g|= 3.82188D+00
At iterate 1797 f= 6.64661D-01 |proj g|= 1.27261D+00
At iterate 1798 f= 6.64288D-01 |proj g|= 5.90087D-01
At iterate 1799 f= 6.63901D-01 |proj g|= 1.32985D+00
At iterate 1800 f= 6.63607D-01 |proj g|= 1.86053D+00
At iterate 1801 f= 6.63277D-01 |proj g|= 1.23002D+00
At iterate 1802 f= 6.63051D-01 |proj g|= 9.23018D-01
At iterate 1803 f= 6.62539D-01 |proj g|= 6.37878D-01
At iterate 1804 f= 6.62039D-01 |proj g|= 5.89000D-01
At iterate 1805 f= 6.61759D-01 |proj g|= 3.37331D+00
At iterate 1806 f= 6.61328D-01 |proj g|= 1.34435D+00
At iterate 1807 f= 6.61083D-01 |proj g|= 4.39644D-01
At iterate 1808 f= 6.60765D-01 |proj g|= 5.82275D-01
At iterate 1809 f= 6.60398D-01 |proj g|= 8.64487D-01
At iterate 1810 f= 6.60291D-01 |proj g|= 1.85255D+00
At iterate 1811 f= 6.59912D-01 |proj g|= 8.89559D-01
At iterate 1812 f= 6.59627D-01 |proj g|= 1.65531D+00
At iterate 1813 f= 6.59418D-01 |proj g|= 2.94902D+00
At iterate 1814 f= 6.59171D-01 |proj g|= 4.16492D-01
At iterate 1815 f= 6.59079D-01 |proj g|= 7.48623D-01
At iterate 1816 f= 6.58900D-01 |proj g|= 1.00727D+00
At iterate 1817 f= 6.58637D-01 |proj g|= 3.08769D+00
At iterate 1818 f= 6.58504D-01 |proj g|= 2.25479D+00
At iterate 1819 f= 6.58341D-01 |proj g|= 4.62056D-01
At iterate 1820 f= 6.58266D-01 |proj g|= 3.76650D-01
At iterate 1821 f= 6.58143D-01 |proj g|= 1.44172D+00
At iterate 1822 f= 6.57912D-01 |proj g|= 1.25843D+00
At iterate 1823 f= 6.57810D-01 |proj g|= 3.54405D+00
At iterate 1824 f= 6.57577D-01 |proj g|= 2.06997D+00
At iterate 1825 f= 6.57314D-01 |proj g|= 4.47967D-01
At iterate 1826 f= 6.57172D-01 |proj g|= 9.98063D-01
At iterate 1827 f= 6.56915D-01 |proj g|= 1.45848D+00
At iterate 1828 f= 6.56652D-01 |proj g|= 4.43042D+00
At iterate 1829 f= 6.56335D-01 |proj g|= 7.50072D-01
At iterate 1830 f= 6.56195D-01 |proj g|= 5.79091D-01
At iterate 1831 f= 6.55968D-01 |proj g|= 9.08938D-01
At iterate 1832 f= 6.55653D-01 |proj g|= 2.26476D+00
At iterate 1833 f= 6.55505D-01 |proj g|= 1.30154D+00
At iterate 1834 f= 6.55253D-01 |proj g|= 7.13474D-01
At iterate 1835 f= 6.55149D-01 |proj g|= 4.99199D-01
At iterate 1836 f= 6.55003D-01 |proj g|= 6.87227D-01
At iterate 1837 f= 6.54699D-01 |proj g|= 3.12265D+00
At iterate 1838 f= 6.54408D-01 |proj g|= 1.31164D+00
At iterate 1839 f= 6.54220D-01 |proj g|= 3.36334D-01
At iterate 1840 f= 6.54107D-01 |proj g|= 7.30733D-01
At iterate 1841 f= 6.53859D-01 |proj g|= 2.44017D+00
At iterate 1842 f= 6.53612D-01 |proj g|= 9.89972D-01
At iterate 1843 f= 6.53412D-01 |proj g|= 5.21330D-01
At iterate 1844 f= 6.53175D-01 |proj g|= 3.87047D-01
At iterate 1845 f= 6.52981D-01 |proj g|= 1.13054D+00
At iterate 1846 f= 6.52746D-01 |proj g|= 1.43363D+00
At iterate 1847 f= 6.52495D-01 |proj g|= 1.01928D+00
At iterate 1848 f= 6.52365D-01 |proj g|= 6.47948D-01
At iterate 1849 f= 6.52198D-01 |proj g|= 5.30151D-01
At iterate 1850 f= 6.52087D-01 |proj g|= 2.00533D+00
At iterate 1851 f= 6.51856D-01 |proj g|= 1.47950D+00
At iterate 1852 f= 6.51481D-01 |proj g|= 6.49554D-01
At iterate 1853 f= 6.51125D-01 |proj g|= 2.05890D+00
At iterate 1854 f= 6.51026D-01 |proj g|= 4.08283D+00
At iterate 1855 f= 6.50784D-01 |proj g|= 5.72930D-01
At iterate 1856 f= 6.50671D-01 |proj g|= 5.87584D-01
At iterate 1857 f= 6.50534D-01 |proj g|= 1.01888D+00
At iterate 1858 f= 6.50357D-01 |proj g|= 6.59226D-01
At iterate 1859 f= 6.50219D-01 |proj g|= 1.62388D+00
At iterate 1860 f= 6.50041D-01 |proj g|= 6.71330D-01
At iterate 1861 f= 6.49887D-01 |proj g|= 8.10666D-01
At iterate 1862 f= 6.49746D-01 |proj g|= 7.69237D-01
At iterate 1863 f= 6.49683D-01 |proj g|= 2.06970D+00
At iterate 1864 f= 6.49539D-01 |proj g|= 9.42626D-01
At iterate 1865 f= 6.49417D-01 |proj g|= 2.26004D-01
At iterate 1866 f= 6.49277D-01 |proj g|= 6.25740D-01
At iterate 1867 f= 6.49153D-01 |proj g|= 1.19114D+00
At iterate 1868 f= 6.49095D-01 |proj g|= 3.76131D+00
At iterate 1869 f= 6.48902D-01 |proj g|= 4.78249D-01
At iterate 1870 f= 6.48825D-01 |proj g|= 7.30133D-01
At iterate 1871 f= 6.48741D-01 |proj g|= 9.78793D-01
At iterate 1872 f= 6.48584D-01 |proj g|= 1.29154D+00
At iterate 1873 f= 6.48487D-01 |proj g|= 1.09153D+00
At iterate 1874 f= 6.48323D-01 |proj g|= 9.26848D-01
At iterate 1875 f= 6.48212D-01 |proj g|= 1.19467D+00
At iterate 1876 f= 6.48086D-01 |proj g|= 4.87236D-01
At iterate 1877 f= 6.47863D-01 |proj g|= 3.63007D-01
At iterate 1878 f= 6.47595D-01 |proj g|= 7.07929D-01
At iterate 1879 f= 6.47243D-01 |proj g|= 3.49605D-01
At iterate 1880 f= 6.47120D-01 |proj g|= 2.48187D+00
At iterate 1881 f= 6.46944D-01 |proj g|= 4.65022D-01
At iterate 1882 f= 6.46840D-01 |proj g|= 2.43857D-01
At iterate 1883 f= 6.46715D-01 |proj g|= 5.13501D-01
At iterate 1884 f= 6.46436D-01 |proj g|= 6.14175D-01
At iterate 1885 f= 6.46335D-01 |proj g|= 2.01443D+00
At iterate 1886 f= 6.46010D-01 |proj g|= 9.42145D-01
At iterate 1887 f= 6.45838D-01 |proj g|= 8.59842D-01
At iterate 1888 f= 6.45697D-01 |proj g|= 9.33806D-01
At iterate 1889 f= 6.45597D-01 |proj g|= 2.39259D-01
At iterate 1890 f= 6.45443D-01 |proj g|= 7.12440D-01
At iterate 1891 f= 6.45317D-01 |proj g|= 6.93790D-01
At iterate 1892 f= 6.45292D-01 |proj g|= 5.23709D+00
At iterate 1893 f= 6.44991D-01 |proj g|= 8.11196D-01
At iterate 1894 f= 6.44891D-01 |proj g|= 4.81389D-01
At iterate 1895 f= 6.44716D-01 |proj g|= 1.23901D+00
At iterate 1896 f= 6.44544D-01 |proj g|= 1.21353D+00
At iterate 1897 f= 6.44390D-01 |proj g|= 1.66110D+00
At iterate 1898 f= 6.44230D-01 |proj g|= 5.37778D-01
At iterate 1899 f= 6.44130D-01 |proj g|= 1.14249D+00
At iterate 1900 f= 6.43980D-01 |proj g|= 1.28998D+00
At iterate 1901 f= 6.43893D-01 |proj g|= 1.41177D+00
At iterate 1902 f= 6.43686D-01 |proj g|= 6.70229D-01
At iterate 1903 f= 6.43494D-01 |proj g|= 2.50486D-01
At iterate 1904 f= 6.43288D-01 |proj g|= 1.31265D+00
At iterate 1905 f= 6.43211D-01 |proj g|= 1.27848D+00
At iterate 1906 f= 6.43119D-01 |proj g|= 5.86509D-01
At iterate 1907 f= 6.42933D-01 |proj g|= 5.15977D-01
At iterate 1908 f= 6.42759D-01 |proj g|= 6.63665D-01
At iterate 1909 f= 6.42703D-01 |proj g|= 3.91510D+00
At iterate 1910 f= 6.42474D-01 |proj g|= 8.28915D-01
At iterate 1911 f= 6.42394D-01 |proj g|= 4.16675D-01
At iterate 1912 f= 6.42222D-01 |proj g|= 1.07555D+00
At iterate 1913 f= 6.42088D-01 |proj g|= 8.28045D-01
At iterate 1914 f= 6.41925D-01 |proj g|= 4.93329D-01
At iterate 1915 f= 6.41746D-01 |proj g|= 4.68299D-01
At iterate 1916 f= 6.41557D-01 |proj g|= 1.26018D+00
At iterate 1917 f= 6.41432D-01 |proj g|= 1.00371D+00
At iterate 1918 f= 6.41281D-01 |proj g|= 4.38375D-01
At iterate 1919 f= 6.41067D-01 |proj g|= 8.48898D-01
At iterate 1920 f= 6.40851D-01 |proj g|= 6.03178D-01
At iterate 1921 f= 6.40660D-01 |proj g|= 3.09293D+00
At iterate 1922 f= 6.40447D-01 |proj g|= 5.86374D-01
At iterate 1923 f= 6.40352D-01 |proj g|= 6.00220D-01
At iterate 1924 f= 6.40091D-01 |proj g|= 1.23525D+00
At iterate 1925 f= 6.40042D-01 |proj g|= 1.82804D+00
At iterate 1926 f= 6.39899D-01 |proj g|= 4.45451D-01
At iterate 1927 f= 6.39823D-01 |proj g|= 3.25444D-01
At iterate 1928 f= 6.39688D-01 |proj g|= 7.60983D-01
At iterate 1929 f= 6.39529D-01 |proj g|= 7.84412D-01
At iterate 1930 f= 6.39488D-01 |proj g|= 2.77435D+00
At iterate 1931 f= 6.39252D-01 |proj g|= 5.72358D-01
At iterate 1932 f= 6.39136D-01 |proj g|= 3.37956D-01
At iterate 1933 f= 6.38966D-01 |proj g|= 1.36534D+00
At iterate 1934 f= 6.38868D-01 |proj g|= 1.40322D+00
At iterate 1935 f= 6.38749D-01 |proj g|= 5.27858D-01
At iterate 1936 f= 6.38617D-01 |proj g|= 6.61657D-01
At iterate 1937 f= 6.38524D-01 |proj g|= 1.96919D+00
At iterate 1938 f= 6.38411D-01 |proj g|= 1.00147D+00
At iterate 1939 f= 6.38266D-01 |proj g|= 3.06057D-01
At iterate 1940 f= 6.38182D-01 |proj g|= 5.06363D-01
At iterate 1941 f= 6.37992D-01 |proj g|= 7.20175D-01
At iterate 1942 f= 6.37773D-01 |proj g|= 9.33173D-01
At iterate 1943 f= 6.37638D-01 |proj g|= 1.28340D+00
At iterate 1944 f= 6.37483D-01 |proj g|= 3.66498D-01
At iterate 1945 f= 6.37400D-01 |proj g|= 1.41460D+00
At iterate 1946 f= 6.37312D-01 |proj g|= 8.62999D-01
At iterate 1947 f= 6.37242D-01 |proj g|= 5.78650D-01
At iterate 1948 f= 6.37106D-01 |proj g|= 1.04167D+00
At iterate 1949 f= 6.37056D-01 |proj g|= 1.71099D+00
At iterate 1950 f= 6.36945D-01 |proj g|= 5.69498D-01
At iterate 1951 f= 6.36893D-01 |proj g|= 6.25607D-01
At iterate 1952 f= 6.36817D-01 |proj g|= 6.44593D-01
At iterate 1953 f= 6.36664D-01 |proj g|= 8.21825D-01
At iterate 1954 f= 6.36564D-01 |proj g|= 1.28250D+00
At iterate 1955 f= 6.36370D-01 |proj g|= 7.04088D-01
At iterate 1956 f= 6.36191D-01 |proj g|= 3.71100D-01
At iterate 1957 f= 6.36055D-01 |proj g|= 3.29418D+00
At iterate 1958 f= 6.35880D-01 |proj g|= 4.42763D-01
At iterate 1959 f= 6.35803D-01 |proj g|= 3.03803D-01
At iterate 1960 f= 6.35645D-01 |proj g|= 4.93785D-01
At iterate 1961 f= 6.35468D-01 |proj g|= 9.36615D-01
At iterate 1962 f= 6.35413D-01 |proj g|= 1.67649D+00
At iterate 1963 f= 6.35293D-01 |proj g|= 6.31766D-01
At iterate 1964 f= 6.35180D-01 |proj g|= 3.53358D-01
At iterate 1965 f= 6.34817D-01 |proj g|= 7.65830D-01
At iterate 1966 f= 6.34623D-01 |proj g|= 2.20434D+00
At iterate 1967 f= 6.34381D-01 |proj g|= 1.07905D+00
At iterate 1968 f= 6.34221D-01 |proj g|= 4.24810D-01
At iterate 1969 f= 6.34119D-01 |proj g|= 1.99229D+00
At iterate 1970 f= 6.33991D-01 |proj g|= 1.28587D+00
At iterate 1971 f= 6.33760D-01 |proj g|= 3.86583D-01
At iterate 1972 f= 6.33618D-01 |proj g|= 5.69244D-01
At iterate 1973 f= 6.33336D-01 |proj g|= 8.17741D-01
At iterate 1974 f= 6.32986D-01 |proj g|= 3.62610D+00
At iterate 1975 f= 6.32719D-01 |proj g|= 1.96849D+00
At iterate 1976 f= 6.32540D-01 |proj g|= 2.66873D-01
At iterate 1977 f= 6.32447D-01 |proj g|= 5.56191D-01
At iterate 1978 f= 6.32320D-01 |proj g|= 8.94278D-01
At iterate 1979 f= 6.32008D-01 |proj g|= 8.33356D-01
At iterate 1980 f= 6.31879D-01 |proj g|= 1.76096D+00
At iterate 1981 f= 6.31683D-01 |proj g|= 7.25249D-01
At iterate 1982 f= 6.31575D-01 |proj g|= 1.63536D+00
At iterate 1983 f= 6.31500D-01 |proj g|= 1.62678D+00
At iterate 1984 f= 6.31439D-01 |proj g|= 1.02746D+00
At iterate 1985 f= 6.31251D-01 |proj g|= 6.51957D-01
At iterate 1986 f= 6.31153D-01 |proj g|= 6.88885D-01
At iterate 1987 f= 6.31078D-01 |proj g|= 2.53149D+00
At iterate 1988 f= 6.30905D-01 |proj g|= 1.22637D+00
At iterate 1989 f= 6.30784D-01 |proj g|= 2.73405D-01
At iterate 1990 f= 6.30687D-01 |proj g|= 3.73092D-01
At iterate 1991 f= 6.30583D-01 |proj g|= 7.05213D-01
At iterate 1992 f= 6.30462D-01 |proj g|= 8.85494D-01
At iterate 1993 f= 6.30352D-01 |proj g|= 8.19605D-01
At iterate 1994 f= 6.30268D-01 |proj g|= 6.22947D-01
At iterate 1995 f= 6.30161D-01 |proj g|= 7.76013D-01
At iterate 1996 f= 6.30073D-01 |proj g|= 1.07308D+00
At iterate 1997 f= 6.29919D-01 |proj g|= 6.32603D-01
At iterate 1998 f= 6.29790D-01 |proj g|= 4.09650D-01
At iterate 1999 f= 6.29641D-01 |proj g|= 3.55391D-01
At iterate 2000 f= 6.29595D-01 |proj g|= 1.91352D+00
* * *
Tit = total number of iterations
Tnf = total number of function evaluations
Tnint = total number of segments explored during Cauchy searches
Skip = number of BFGS updates skipped
Nact = number of active bounds at final generalized Cauchy point
Projg = norm of the final projected gradient
F = final function value
* * *
N Tit Tnf Tnint Skip Nact Projg F
298 2000 2182 1 0 0 1.914D+00 6.296D-01
F = 0.62959526033384350
STOP: TOTAL NO. of ITERATIONS REACHED LIMIT
[27]:
plot_model(m)
Illustration of GPflow’s multi-output capabilities¶
This section shows the inheritance structure in GPflow’s multi-output framework.
Multi-output kernels (MOK) class diagram¶
We include three multi-output kernels: - SharedIndependent: This kernel is included mainly as an illustration of specifying a conditional using the multiple dispatch framework. The same functionality is provided by using a normal kernel and passing in multiple approximate posteriors by stacking q_mu and q_sqrt. - SeparateIndependent: This kernel allows you to use different priors for each output GP. - LinearCoregionalization: This kernel describes the prior of the linear
model of coregionalization. As shown previously, this implementation supports various inducing point approximations. 
We include several base classes. Two are noteworthy: - MultioutputKernel is included to be the base class for all multi-output kernels. - IndepedentLatent is the base class for all multi-output kernels which are constructed from independent latent processes. Including this kernel allows the specification of a default approximation method which, while not the most efficient, does take advantage of some structure. It can be applied to any kernel constructed from independent latent
processes.
There is a similarity in the meaning of SeparateIndependent and IndependentLatent. Both kernels indicate that independent processes are used, and that \(\mathbf{K}_{\bf uu}\) can therefore be represented as a [L, M, M] tensor. It could therefore be suggested that SeparateIndependent be the parent class of all “independent latent” kernels, instead of having a separate IndependentLatent class. We decided against this because: - this would increase the complexity in
specifying conditionals() for the otherwise simple multi-output kernels SeparateIndependent and SharedIndependent. - we did not want to specify too much of an implementation in IndependentLatent, leaving implementation details to child classes. Using SeparateIndependent as the base class would force all child classes to be a Combination kernel.
Multi-output inducing variables class diagram¶
Inducing points¶
The goal of this class is to provide inducing variables that can be used with any kernel, even if the method ends up being slow.
The multiouput framework extends InducingPoints to work with multi-output kernels. Just like for single-output kernels, we want InducingPoints to work for all MultioutputKernels. We do this by defining InducingPoints to take all outputs for specific inducing inputs as inducing variables.
Implemented combinations¶
Multiple dispatch is applied to both Kuu(), Kuf(), and conditional(). The return values of the covariances can therefore be tailored to a specific implementation of conditional(). The following table lists combinations which are currently available in GPflow. Thanks to the multiple dispatch code, implementing your own outside of GPflow should require only a small amount of code!
Inducing variable class |
Kernel |
Kuu |
Kuf |
conditional |
note |
|---|---|---|---|---|---|
|
|
|
|
|
Works for all kernels, but might be very inefficient. In this case |
|
|
|
|
|
The combination of these two classes is in a sense redundant, because we can achieve the same behavior by using the single output Kernel and InducingVariable classes. They are added for illustrative purposes. Thanks to the conditional dispatch, the most efficient code path is used. |
|
|
|
|
|
We loop P times over the |
|
|
|
|
|
We loop P times over the |
|
|
|
|
|
We loop P times over the |
|
|
|
|
|
Implementation which only requires custom |
|
|
|
|
|
Implementation which only requires custom |
|
|
|
|
|
This is the most efficient implementation for linear coregionalization. The inducing outputs live in g-space. Here we use the output of the base conditional and project the mean and covariance with the mixing matrix W. |
|
|
|
|
base_conditional |
This is the most efficient implementation for linear coregionalization. The inducing outputs live in g-space. Here we use the output of the base conditional and project the mean and covariance with the mixing matrix W. |
Debugging: introspect¶
Given all these possibilities it can be hard to determine which conditional will be called for which set of kernel and inducing variable. The following method lets you proactively introspect which implementation will be executed. This can be useful when debugging new code.
[28]:
def inspect_conditional(inducing_variable_type, kernel_type):
"""
Helper function returning the exact implementation called
by the multiple dispatch `conditional` given the type of
kernel and inducing variable.
:param inducing_variable_type:
Type of the inducing variable
:param kernel_type:
Type of the kernel
:return: String
Contains the name, the file and the linenumber of the
implementation.
"""
import inspect
from gpflow.conditionals import conditional
implementation = conditional.dispatch(object, inducing_variable_type, kernel_type, object)
info = dict(inspect.getmembers(implementation))
return info["__code__"]
# Example:
inspect_conditional(
gpf.inducing_variables.SharedIndependentInducingVariables, gpf.kernels.SharedIndependent
)
[28]:
<code object shared_independent_conditional at 0x7f5fccc73310, file "/home/jesper/src/GPflow/gpflow/conditionals/multioutput/conditionals.py", line 44>
Further Reading:¶
A simple demonstration of coregionalization, which details other GPflow features for multi-output prediction without fully observed outputs.