diff --git a/.DS_Store b/.DS_Store
index 5154aa0edb78e7d1688ad761d550e152837d5e7e..f118b77b97d4584c5b778a0b5e237da7409805e7 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/Presentation/Figures/CryobotConceptual.pdf b/Presentation/Figures/CryobotConceptual.pdf
index fa3719566e50e169fe9a3efd8d01a72b2f80901e..f4161085a15c066e02e78ed88c6b760baf40ad40 100644
Binary files a/Presentation/Figures/CryobotConceptual.pdf and b/Presentation/Figures/CryobotConceptual.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_0.pdf b/Presentation/Figures/SolutionConceptual/Solution_0.pdf
index e3f03dda43f7ac109594cf3529a9d9477e728533..899210186b49dff965fb40faa83eb8ade9a78a97 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_0.pdf and b/Presentation/Figures/SolutionConceptual/Solution_0.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_1.pdf b/Presentation/Figures/SolutionConceptual/Solution_1.pdf
index d11c173fdd8c3dbc31768112cd15a7c34e0e745d..b6871324017abc8c13475927515ac790d234c3a6 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_1.pdf and b/Presentation/Figures/SolutionConceptual/Solution_1.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_10.pdf b/Presentation/Figures/SolutionConceptual/Solution_10.pdf
index 037d509b1a7188212e37a62015955c7b3bf063b7..2c3369d2b840738a65d736360ad08fa835973511 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_10.pdf and b/Presentation/Figures/SolutionConceptual/Solution_10.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_11.pdf b/Presentation/Figures/SolutionConceptual/Solution_11.pdf
index 2c9b4d711a2a5fe5fc3bb746a12dc368be86f7a1..be0abbbaae8f9b690c4f5f78b4fe98d53100eae4 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_11.pdf and b/Presentation/Figures/SolutionConceptual/Solution_11.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_12.pdf b/Presentation/Figures/SolutionConceptual/Solution_12.pdf
index 2fb0d7cac7aa745fd07f3fa369f878dc432bb02f..0f7134f3821eb1bac7ace75e7a43b6a0d862cdc4 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_12.pdf and b/Presentation/Figures/SolutionConceptual/Solution_12.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_2.pdf b/Presentation/Figures/SolutionConceptual/Solution_2.pdf
index 74dce5bc0292a19ebc8ea4ea40f13c54ae50f1ec..11894f27b2aebb01f4eacdaab0062e7631ef022a 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_2.pdf and b/Presentation/Figures/SolutionConceptual/Solution_2.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_3.pdf b/Presentation/Figures/SolutionConceptual/Solution_3.pdf
index a18ca9f5c5ae56887ce06016f239eed3e2c228de..1014096fcc81ef02874575e164ccc6f1744c50a4 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_3.pdf and b/Presentation/Figures/SolutionConceptual/Solution_3.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_4.pdf b/Presentation/Figures/SolutionConceptual/Solution_4.pdf
index 6418fac9d8f539220c0faae23b15d1f1881e52d5..3416427ac7d5d6ae4a40e7ef67b548d190c87945 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_4.pdf and b/Presentation/Figures/SolutionConceptual/Solution_4.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_5.pdf b/Presentation/Figures/SolutionConceptual/Solution_5.pdf
index 025fbf1008661963f3340a487df7f6944e99db4f..71237b94c96d4aa210ab90e8c10f5b76341ed692 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_5.pdf and b/Presentation/Figures/SolutionConceptual/Solution_5.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_6.pdf b/Presentation/Figures/SolutionConceptual/Solution_6.pdf
index 3a5a9230dfea0f8f52d6d225198e566c65c157f0..1bffd77393a785516e102e9060f0c5453da69b23 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_6.pdf and b/Presentation/Figures/SolutionConceptual/Solution_6.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_7.pdf b/Presentation/Figures/SolutionConceptual/Solution_7.pdf
index 324e732492f8ba21784058017e7184faeb9f8624..abca15d4328a7e6e461b587581b1624fdc2a1b49 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_7.pdf and b/Presentation/Figures/SolutionConceptual/Solution_7.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_8.pdf b/Presentation/Figures/SolutionConceptual/Solution_8.pdf
index 424b3cde52bcfac2a8c37dc67aacb0ac8f6b0b2a..5502f9d70f7205c36f35dd41b5ba5e0f4bdbf916 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_8.pdf and b/Presentation/Figures/SolutionConceptual/Solution_8.pdf differ
diff --git a/Presentation/Figures/SolutionConceptual/Solution_9.pdf b/Presentation/Figures/SolutionConceptual/Solution_9.pdf
index a733098e335aec7aefac739db331f1abfd27b804..b8c3ad4fa5e40872bad06de3fdeaceabfc01b919 100644
Binary files a/Presentation/Figures/SolutionConceptual/Solution_9.pdf and b/Presentation/Figures/SolutionConceptual/Solution_9.pdf differ
diff --git a/Presentation/Figures/c_p.pdf b/Presentation/Figures/c_p.pdf
index d1b13de86e9ffd2db3b1d3b3d669f51d686c9393..c8f6c20d6ffb8c7f817c9156962fa559b5aeb6e4 100644
Binary files a/Presentation/Figures/c_p.pdf and b/Presentation/Figures/c_p.pdf differ
diff --git a/Presentation/Figures/lambda.pdf b/Presentation/Figures/lambda.pdf
index 077d04601d23e82fdce235087cfb015457aad325..a42d49ca8e9968a7df682325bb7c7c284ee8036b 100644
Binary files a/Presentation/Figures/lambda.pdf and b/Presentation/Figures/lambda.pdf differ
diff --git a/Presentation/Figures/rho.pdf b/Presentation/Figures/rho.pdf
index 99a9f84ab83f84600ab28924e63fe557507bf6ab..9b3a1396880ec72384ff0f7b53613ad1ca1de881 100644
Binary files a/Presentation/Figures/rho.pdf and b/Presentation/Figures/rho.pdf differ
diff --git a/Presentation/Figures/thermal_properties.pdf b/Presentation/Figures/thermal_properties.pdf
index e48e1225473d0b2c18166f1a85b97f4314ceb41b..0a3bdc77c6221ac08eabeda312cd775854bbec6c 100644
Binary files a/Presentation/Figures/thermal_properties.pdf and b/Presentation/Figures/thermal_properties.pdf differ
diff --git a/Presentation/Figures/thermal_properties_1.pdf b/Presentation/Figures/thermal_properties_1.pdf
index 7d35bf60b664a3bed38b6cb3ace68a7ba6330579..770b52da60f59b196d1c0d28d009633533d7ade6 100644
Binary files a/Presentation/Figures/thermal_properties_1.pdf and b/Presentation/Figures/thermal_properties_1.pdf differ
diff --git a/Presentation/Figures/thermal_properties_2.pdf b/Presentation/Figures/thermal_properties_2.pdf
index ae2e5cb5f7a30b6ba08c1087f22d46d9c1c25ff2..e609eff2572660adebfd4472e002bc7a6d1ae4d0 100644
Binary files a/Presentation/Figures/thermal_properties_2.pdf and b/Presentation/Figures/thermal_properties_2.pdf differ
diff --git a/Presentation/IceMelting_Final_Habscheid_2025.pdf b/Presentation/IceMelting_Final_Habscheid_2025.pdf
index 6317d067dac3f0a307105908c08a3e208983c843..4ea32dd17b6d825e440f89ab7a493ba83546b2fe 100644
Binary files a/Presentation/IceMelting_Final_Habscheid_2025.pdf and b/Presentation/IceMelting_Final_Habscheid_2025.pdf differ
diff --git a/Presentation/IceMelting_Final_Habscheid_2025.tex b/Presentation/IceMelting_Final_Habscheid_2025.tex
index e5be5e9b7c8957b26ce0b8d582af7f8ad3f7354c..64a0fbf3deeb117c23cbcf19c5d209190cd60e33 100644
--- a/Presentation/IceMelting_Final_Habscheid_2025.tex
+++ b/Presentation/IceMelting_Final_Habscheid_2025.tex
@@ -10,6 +10,7 @@
\usepackage{pgffor} % For Loops
\usepackage{soul} % for strike through
\usepackage{tcolorbox} % for colored boxes
+\usepackage{xcolor}
% Define colors based on Metropolis
\definecolor{mblue}{rgb}{0.0, 0.45, 0.7} % Metropolis primary color
@@ -23,11 +24,15 @@
\newtcolorbox{Infobox}[2][]{colback=mgray, colframe=mdarkblue, title=#2, #1}
\newtcolorbox{Infobox_dark}[2][]{colback=mgray, colframe=mddarkblue, title=#2, #1}
-
\newenvironment{rcases}
{\left.\begin{aligned}}
{\end{aligned}\right\rbrace}
+\newcommand\Warning{%
+ \makebox[1.4em][c]{%
+ \makebox[0pt][c]{\raisebox{.1em}{!}}%
+ \makebox[0pt][c]{\color{black}\Large$\bigtriangleup$}}}%
+
\title{Performance Analysis of Surrogates for the Non-Linear Heat Equation in Cryobot Applications}
\subtitle{Final Presentation - Computational Foundations of Digital Twin Technologies}
\author{Jan Habscheid}
@@ -82,15 +87,17 @@
% Research Objectives
\begin{frame}{Research Objectives}
- \begin{itemize}
- \item<1-> Investigate non-linear heat conduction in ice
- \item<2-> Develop surrogate models (ANNs, PINNs)
+ \begin{Infobox}{}
\begin{itemize}
- \item<3-> \textbf{Input:} Time, Ice temperature
- \item<4-> \textbf{Output:} Heat flux at ice-water interface
- \item<5-> \textbf{Performance Metrics:} Error evaluation, Training time, Evaluation time, Generalization capability
+ \item<1-> Investigate non-linear heat conduction in ice
+ \item<2-> Develop surrogate models (ANNs, PINNs)
+ \begin{itemize}
+ \item<3-> \textbf{Input:} Time, Ice temperature
+ \item<4-> \textbf{Output:} Heat flux at ice-water interface
+ \item<5-> \textbf{Performance Metrics:} Error evaluation, Training time, Evaluation time, Generalization capability
+ \end{itemize}
\end{itemize}
- \end{itemize}
+ \end{Infobox}
\end{frame}
% Comp. Setup
@@ -106,37 +113,40 @@
% Math Model
\begin{frame}{Mathematical Model}
- \textbf{Non-Linear Heat Equation:}
- \onslide<1->\begin{equation*}
- \begin{aligned}
- \rho(T) c_p(T) \frac{\partial T}{\partial t} &= \frac{\partial}{\partial x} \left( \lambda(T) \frac{\partial T}{\partial x} \right)\quad \text{in } \Omega =[0\text{m},2\text{m}] \\
- T(x=0,t) &= T_{\text{ICE}}, T(x=2,t)=T_{\text{MELTING}}, T(x,t=0)=T_{\text{ICE}} \\
- \end{aligned}
- \end{equation*}
+ \begin{Infobox}{Non-Linear Heat Equation:}
+ \onslide<1->\begin{equation*}
+ \begin{aligned}
+ \rho(T) c_p(T) \frac{\partial T}{\partial t} &= \frac{\partial}{\partial x} \left( \lambda(T) \frac{\partial T}{\partial x} \right)\quad \text{in } \Omega =[0\text{m},2\text{m}] \\
+ T(x=0,t) &= T_{\text{ICE}}, T(x=2,t)=T_{\text{MELTING}}, T(x,t=0)=T_{\text{ICE}} \\
+ \end{aligned}
+ \end{equation*}
+ \end{Infobox}
\onslide<2->\textbf{Temperature-Dependent Properties\cite{IceMeltingProbes}:}
\begin{figure}
\centering
- \onslide<2->{\includegraphics[width=0.28\textwidth]{Figures/rho.pdf}}
- \onslide<3->{\includegraphics[width=0.28\textwidth]{Figures/c_p.pdf}}
- \onslide<4->{\includegraphics[width=0.28\textwidth]{Figures/lambda.pdf}}
+ \onslide<2->{\includegraphics[width=0.22\textwidth]{Figures/rho.pdf}}
+ \onslide<3->{\includegraphics[width=0.22\textwidth]{Figures/c_p.pdf}}
+ \onslide<4->{\includegraphics[width=0.22\textwidth]{Figures/lambda.pdf}}
\end{figure}
\end{frame}
-% todo: Add the physical time for better intuition
\begin{frame}{Introducing Dimensionless Variables}
- \textbf{Dimensionless Variables:}
- \begin{equation*}
- \begin{aligned}
- \Theta = \frac{T - T_{\text{ICE}}}{T_{\text{MELTING}} - T_{\text{ICE}}}, \quad \xi = \frac{x}{L}, \quad \tau = \frac{t}{t_\text{ref}}, \quad t_\text{ref} = \frac{\rho_\text{ref}c_{p,\text{ref}}L^2}{\lambda_\text{ref}} \approx 5.95 \text{days}
- \\
- \lambda^* = \frac{\lambda}{\lambda(T_\text{ref})}, \quad \rho^* = \frac{\rho}{\rho(T_\text{ref})}, \quad c_p^* = \frac{c_p}{c_p(T_\text{ref})}, \quad T_\text{ref} = 100 \text{K}
- \end{aligned}
- \end{equation*}
+ \begin{Infobox}{Dimensionless Variables:}
+ \begin{equation*}
+ \begin{aligned}
+ \Theta &= \frac{T - T_{\text{ICE,min}}}{T_{\text{MELTING}} - T_{\text{ICE,min}}}, \quad \xi = \frac{x}{L}, \quad \tau = \frac{t}{t_\text{ref}}, \quad t_\text{ref} = \frac{\rho_\text{ref}c_{p,\text{ref}}L^2}{\lambda_\text{ref}} \approx \colorbox{orange}{5.95 \text{days}}
+ \\
+ \lambda^* &= \frac{\lambda}{\lambda(T_\text{ref})}, \quad \rho^* = \frac{\rho}{\rho(T_\text{ref})}, \quad c_p^* = \frac{c_p}{c_p(T_\text{ref})}
+ \\
+ &\text{with: }T_\text{ICE,min} = T_\text{ref} = 100 \text{K}, \quad T_\text{MELTING} = 273.15 \text{K}, \quad L = 2 \text{m}
+ \end{aligned}
+ \end{equation*}
+ \end{Infobox}
\textbf{Dimensionless Heat Equation:}
\begin{equation*}
\begin{aligned}
\rho^*(\Theta) c_p^*(\Theta) \frac{\partial \Theta}{\partial \tau} &= \frac{\partial}{\partial \xi} \left( \lambda^*(\Theta) \frac{\partial \Theta}{\partial \xi} \right)\quad \text{in } \Omega^* =[0,1] \\
- \text{with: }\Theta(\xi=0,\tau) &= 0, \Theta(\xi=1,\tau)=1, \Theta(\xi,\tau=0)=0 \\
+ \text{with: }\Theta(\xi=0,\tau) &= \Theta_\text{ICE}, \Theta(\xi=1,\tau)=1, \Theta(\xi,\tau=0)=\Theta_\text{ICE} \\
\end{aligned}
\end{equation*}
\end{frame}
@@ -149,23 +159,26 @@
\rho^*(\Theta) c_p^*(\Theta) \frac{\partial \Theta}{\partial \tau} &= \frac{\partial}{\partial \xi} \left( \lambda^*(\Theta) \frac{\partial \Theta}{\partial \xi} \right)\quad \text{in } \Omega^* =[0,1] \\
\end{aligned}
\end{equation*}
- \textbf{Numerical Solution:}
- \begin{figure}
- \centering
- \foreach \n in {1,...,13}{
- % introduce new variable for n-1
- \pgfmathtruncatemacro{\nnow}{\n-1}
- \only<\n>{\includegraphics[width=\textwidth]{Figures/SolutionConceptual/Solution_\nnow.pdf}}
- }
- \end{figure}
+ \begin{Infobox_dark}{Numerical Solution:}
+ \begin{figure}
+ \centering
+ \foreach \n in {1,...,13}{
+ % introduce new variable for n-1
+ \pgfmathtruncatemacro{\nnow}{\n-1}
+ \only<\n>{\includegraphics[width=\textwidth]{Figures/SolutionConceptual/Solution_\nnow.pdf}}
+ }
+ \end{figure}
+ \vspace{-.8cm}
+ \end{Infobox_dark}
\end{frame}
% Workflow
% Todo: Change to dimensionless
+% ? Do I want this really?
\begin{frame}{Surrogate Modeling Workflow}
\begin{figure}
\centering
- \foreach \n in {36,37,38}{
+ \foreach \n in {36,37,38,39,40}{
\pgfmathtruncatemacro{\nnow}{\n-35} % Define a new variable \nnow = \n - 11
\only<\nnow>{\includegraphics[width=0.95\textwidth,page=\n]{Figures/CryobotConceptual.pdf}}
}
@@ -173,11 +186,10 @@
\end{figure}
\end{frame}
-
-
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%% Data Splitting %%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% todo: Add figure of heat flux to show data splitting
\begin{frame}{Data Splitting}
\hfill
\begin{tikzpicture}[remember picture, overlay]
@@ -212,12 +224,12 @@
\end{equation*}
\onslide<2->{\textbf{Data Splitting:}
\begin{itemize}
- \item Train and test data is splitted randomly (80/20)
+ \item Train and test data is splitted randomly (80/20) \Warning
\end{itemize}}
\onslide<5->{
\textbf{Extrapolate:}\\
\begin{itemize}
- \onslide<6->\item 10 uniformly spaced Ice temperatures: $\Theta(\xi =0) \in [\Theta_\text{max}, 1]$
+ \onslide<6->\item 10 uniformly spaced Ice temperatures: $\Theta(\xi =0) \in [\Theta_\text{max}, 1]$ \Warning
\end{itemize}
}
\end{frame}
@@ -227,7 +239,7 @@
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{frame}{ANN - Forward Neural Network}
\begin{figure}
- \includegraphics[height=0.5\textheight,page=39]{Figures/CryobotConceptual.pdf}
+ \includegraphics[height=0.5\textheight,page=41]{Figures/CryobotConceptual.pdf}
\end{figure}
\onslide<2->{\textbf{
Questions:}
@@ -449,11 +461,13 @@
\textbf{Further Information:}
\begin{itemize}
\onslide<2->\item No scaling due to dimensionless variables
+ \onslide<3->\item Tuner: (10 time steps), Training: (50 time steps)
\end{itemize}
\end{column}
\end{columns}
\end{frame}
+% todo: Get time scale in accordance with ANN or other way around
\begin{frame}{PINN - Accuracy}
% Change to contourf
\begin{columns}
@@ -524,7 +538,7 @@
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%% Timings %%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-
+% todo: Get large numbers in h and min
\begin{frame}{Timings}
\begin{Infobox}{What about speed?}
\begin{table}[ht]
diff --git a/Presentation/Solution.ipynb b/Presentation/Solution.ipynb
index 60b1ffc693fdb3ffcc839f09c46cce7bec35096c..06d64d3869f4ab1d39c956f6f16ab1986e56112c 100644
--- a/Presentation/Solution.ipynb
+++ b/Presentation/Solution.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
@@ -12,7 +12,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -22,7 +22,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
@@ -44,7 +44,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
@@ -55,198 +55,179 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] graphbuild.cpp:356 INFO| Build local part of mesh dual graph\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] ordering.cpp:204 INFO| GPS pseudo-diameter:(512) 511-0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] Topology.cpp:1330 INFO| Create topology (single cell type)\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] Topology.cpp:1044 INFO| Create topology (generalised)\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 1\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 1\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] partition.cpp:233 INFO| Compute ghost indices\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:97 INFO| Computing communication graph edges (using PCX algorithm). Number of input edges: 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:154 INFO| Finished graph edge discovery using PCX algorithm. Number of discovered edges 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.h:377 INFO| Number of neighbourhood source ranks in distribute_to_postoffice: 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] MPI.h:518 INFO| Neighbourhood destination ranks from post office in distribute_data (rank, num dests, num dests/mpi_size): 0, 0, 0\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] dofmapbuilder.cpp:166 INFO| Checking required entities per dimension\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] dofmapbuilder.cpp:264 INFO| Cell type:0, dofmap:512x2\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] dofmapbuilder.cpp:320 INFO| Global index computation\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] dofmapbuilder.cpp:637 INFO| Got 1 index_maps\n",
- "2025-02-04 12:00:09.112 ( 99.173s) [main ] dofmapbuilder.cpp:644 INFO| Get global indices\n",
- "2025-02-04 12:00:09.122 ( 99.183s) [main ] dofmapbuilder.cpp:166 INFO| Checking required entities per dimension\n",
- "2025-02-04 12:00:09.122 ( 99.183s) [main ] dofmapbuilder.cpp:264 INFO| Cell type:0, dofmap:512x2\n",
- "2025-02-04 12:00:09.122 ( 99.183s) [main ] dofmapbuilder.cpp:320 INFO| Global index computation\n",
- "2025-02-04 12:00:09.123 ( 99.183s) [main ] dofmapbuilder.cpp:637 INFO| Got 1 index_maps\n",
- "2025-02-04 12:00:09.123 ( 99.183s) [main ] dofmapbuilder.cpp:644 INFO| Get global indices\n",
- "2025-02-04 12:00:09.134 ( 99.195s) [main ] SparsityPattern.cpp:385 INFO| Column ghost size increased from 0 to 0\n",
- "2025-02-04 12:00:09.139 ( 99.200s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.141 ( 99.201s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.141 ( 99.202s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.67474 (tol = 1e-10) r (rel) = 0.327795(tol = 0.0001)\n",
- "2025-02-04 12:00:09.142 ( 99.202s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.142 ( 99.203s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 0.103864 (tol = 1e-10) r (rel) = 0.0203292(tol = 0.0001)\n",
- "2025-02-04 12:00:09.143 ( 99.203s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.143 ( 99.204s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 4: r (abs) = 0.00055377 (tol = 1e-10) r (rel) = 0.000108389(tol = 0.0001)\n",
- "2025-02-04 12:00:09.144 ( 99.204s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.144 ( 99.205s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 5: r (abs) = 1.7424e-08 (tol = 1e-10) r (rel) = 3.41039e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.144 ( 99.205s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 5 iterations and 5 linear solver iterations.\n",
- "2025-02-04 12:00:09.150 ( 99.210s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.151 ( 99.211s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.151 ( 99.211s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0653461 (tol = 1e-10) r (rel) = 0.0487109(tol = 0.0001)\n",
- "2025-02-04 12:00:09.152 ( 99.212s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.152 ( 99.212s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 0.00023089 (tol = 1e-10) r (rel) = 0.000172112(tol = 0.0001)\n",
- "2025-02-04 12:00:09.153 ( 99.213s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.153 ( 99.213s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 4: r (abs) = 2.86351e-09 (tol = 1e-10) r (rel) = 2.13454e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.153 ( 99.213s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 4 iterations and 4 linear solver iterations.\n",
- "2025-02-04 12:00:09.158 ( 99.218s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.159 ( 99.219s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.159 ( 99.220s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0343978 (tol = 1e-10) r (rel) = 0.0393439(tol = 0.0001)\n",
- "2025-02-04 12:00:09.160 ( 99.220s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.160 ( 99.221s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.03652e-05 (tol = 1e-10) r (rel) = 6.90451e-05(tol = 0.0001)\n",
- "2025-02-04 12:00:09.160 ( 99.221s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.165 ( 99.225s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.166 ( 99.226s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.166 ( 99.227s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0211723 (tol = 1e-10) r (rel) = 0.0320312(tol = 0.0001)\n",
- "2025-02-04 12:00:09.167 ( 99.227s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.167 ( 99.228s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.30341e-05 (tol = 1e-10) r (rel) = 3.48478e-05(tol = 0.0001)\n",
- "2025-02-04 12:00:09.167 ( 99.228s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.172 ( 99.232s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.173 ( 99.233s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.173 ( 99.233s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0143626 (tol = 1e-10) r (rel) = 0.0267112(tol = 0.0001)\n",
- "2025-02-04 12:00:09.174 ( 99.234s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.174 ( 99.234s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.06781e-05 (tol = 1e-10) r (rel) = 1.98589e-05(tol = 0.0001)\n",
- "2025-02-04 12:00:09.174 ( 99.234s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.178 ( 99.239s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.179 ( 99.240s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.180 ( 99.240s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0104135 (tol = 1e-10) r (rel) = 0.0228094(tol = 0.0001)\n",
- "2025-02-04 12:00:09.180 ( 99.241s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.181 ( 99.241s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.62378e-06 (tol = 1e-10) r (rel) = 1.23182e-05(tol = 0.0001)\n",
- "2025-02-04 12:00:09.181 ( 99.241s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.185 ( 99.246s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.186 ( 99.247s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.187 ( 99.247s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00791531 (tol = 1e-10) r (rel) = 0.0198627(tol = 0.0001)\n",
- "2025-02-04 12:00:09.187 ( 99.248s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.188 ( 99.248s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.24277e-06 (tol = 1e-10) r (rel) = 8.13741e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.188 ( 99.248s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.193 ( 99.253s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.194 ( 99.254s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.194 ( 99.254s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00622824 (tol = 1e-10) r (rel) = 0.017569(tol = 0.0001)\n",
- "2025-02-04 12:00:09.194 ( 99.255s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.195 ( 99.255s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.99965e-06 (tol = 1e-10) r (rel) = 5.64073e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.195 ( 99.255s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.199 ( 99.260s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.200 ( 99.261s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.200 ( 99.261s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00502986 (tol = 1e-10) r (rel) = 0.0157342(tol = 0.0001)\n",
- "2025-02-04 12:00:09.201 ( 99.262s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.201 ( 99.262s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.29769e-06 (tol = 1e-10) r (rel) = 4.0594e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.201 ( 99.262s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.206 ( 99.267s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.207 ( 99.268s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.208 ( 99.268s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00414389 (tol = 1e-10) r (rel) = 0.0142311(tol = 0.0001)\n",
- "2025-02-04 12:00:09.208 ( 99.269s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.209 ( 99.269s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.762e-07 (tol = 1e-10) r (rel) = 3.00908e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.209 ( 99.269s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.213 ( 99.274s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.214 ( 99.275s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.214 ( 99.275s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00346757 (tol = 1e-10) r (rel) = 0.0129741(tol = 0.0001)\n",
- "2025-02-04 12:00:09.215 ( 99.276s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.215 ( 99.276s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.10394e-07 (tol = 1e-10) r (rel) = 2.28381e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.215 ( 99.276s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.220 ( 99.280s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.221 ( 99.281s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.221 ( 99.282s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00293777 (tol = 1e-10) r (rel) = 0.0119041(tol = 0.0001)\n",
- "2025-02-04 12:00:09.222 ( 99.282s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.222 ( 99.283s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.35997e-07 (tol = 1e-10) r (rel) = 1.76671e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.222 ( 99.283s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.226 ( 99.287s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.227 ( 99.288s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.228 ( 99.288s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00251392 (tol = 1e-10) r (rel) = 0.0109799(tol = 0.0001)\n",
- "2025-02-04 12:00:09.228 ( 99.289s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.229 ( 99.289s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.17822e-07 (tol = 1e-10) r (rel) = 1.38813e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.229 ( 99.289s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.233 ( 99.294s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.234 ( 99.295s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.234 ( 99.295s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00216894 (tol = 1e-10) r (rel) = 0.0101714(tol = 0.0001)\n",
- "2025-02-04 12:00:09.235 ( 99.296s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.235 ( 99.296s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.3559e-07 (tol = 1e-10) r (rel) = 1.10482e-06(tol = 0.0001)\n",
- "2025-02-04 12:00:09.235 ( 99.296s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.240 ( 99.300s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.241 ( 99.301s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.241 ( 99.302s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00188416 (tol = 1e-10) r (rel) = 0.00945681(tol = 0.0001)\n",
- "2025-02-04 12:00:09.242 ( 99.302s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.242 ( 99.303s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.77096e-07 (tol = 1e-10) r (rel) = 8.88866e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.242 ( 99.303s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.246 ( 99.307s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.247 ( 99.308s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.248 ( 99.308s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00164627 (tol = 1e-10) r (rel) = 0.00881957(tol = 0.0001)\n",
- "2025-02-04 12:00:09.248 ( 99.309s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.249 ( 99.309s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.34715e-07 (tol = 1e-10) r (rel) = 7.21706e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.249 ( 99.309s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.253 ( 99.314s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.254 ( 99.315s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.254 ( 99.315s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00144559 (tol = 1e-10) r (rel) = 0.00824711(tol = 0.0001)\n",
- "2025-02-04 12:00:09.255 ( 99.316s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.255 ( 99.316s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.03525e-07 (tol = 1e-10) r (rel) = 5.90613e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.255 ( 99.316s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.260 ( 99.320s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.261 ( 99.321s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.261 ( 99.322s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00127486 (tol = 1e-10) r (rel) = 0.0077296(tol = 0.0001)\n",
- "2025-02-04 12:00:09.262 ( 99.322s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.262 ( 99.323s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.02648e-08 (tol = 1e-10) r (rel) = 4.86652e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.262 ( 99.323s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.267 ( 99.327s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.268 ( 99.328s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.268 ( 99.328s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00112857 (tol = 1e-10) r (rel) = 0.00725926(tol = 0.0001)\n",
- "2025-02-04 12:00:09.269 ( 99.329s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.269 ( 99.329s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.27167e-08 (tol = 1e-10) r (rel) = 4.03409e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.269 ( 99.329s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.273 ( 99.334s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.274 ( 99.335s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.275 ( 99.335s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00100244 (tol = 1e-10) r (rel) = 0.00682981(tol = 0.0001)\n",
- "2025-02-04 12:00:09.275 ( 99.336s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.276 ( 99.336s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.93448e-08 (tol = 1e-10) r (rel) = 3.36195e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.276 ( 99.336s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.280 ( 99.341s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.281 ( 99.342s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.282 ( 99.342s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000893092 (tol = 1e-10) r (rel) = 0.00643611(tol = 0.0001)\n",
- "2025-02-04 12:00:09.282 ( 99.343s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.282 ( 99.343s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.90647e-08 (tol = 1e-10) r (rel) = 2.81522e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.282 ( 99.343s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.287 ( 99.348s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.288 ( 99.349s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.289 ( 99.349s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000797836 (tol = 1e-10) r (rel) = 0.00607391(tol = 0.0001)\n",
- "2025-02-04 12:00:09.289 ( 99.350s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.290 ( 99.350s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.10991e-08 (tol = 1e-10) r (rel) = 2.36757e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.290 ( 99.350s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.295 ( 99.356s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.296 ( 99.357s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.296 ( 99.357s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0007145 (tol = 1e-10) r (rel) = 0.00573964(tol = 0.0001)\n",
- "2025-02-04 12:00:09.297 ( 99.358s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.297 ( 99.358s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.48835e-08 (tol = 1e-10) r (rel) = 1.99891e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.297 ( 99.358s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.302 ( 99.362s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.303 ( 99.363s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.303 ( 99.364s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000641312 (tol = 1e-10) r (rel) = 0.00543029(tol = 0.0001)\n",
- "2025-02-04 12:00:09.304 ( 99.364s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.304 ( 99.365s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.00023e-08 (tol = 1e-10) r (rel) = 1.69369e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.304 ( 99.365s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.309 ( 99.370s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.310 ( 99.371s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.310 ( 99.371s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000576811 (tol = 1e-10) r (rel) = 0.00514329(tol = 0.0001)\n",
- "2025-02-04 12:00:09.311 ( 99.372s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.311 ( 99.372s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.6147e-08 (tol = 1e-10) r (rel) = 1.43979e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.311 ( 99.372s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.316 ( 99.377s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n"
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] graphbuild.cpp:356 INFO| Build local part of mesh dual graph\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] ordering.cpp:204 INFO| GPS pseudo-diameter:(512) 511-0\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] Topology.cpp:1330 INFO| Create topology (single cell type)\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] Topology.cpp:1044 INFO| Create topology (generalised)\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 1\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 1\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] partition.cpp:233 INFO| Compute ghost indices\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:97 INFO| Computing communication graph edges (using PCX algorithm). Number of input edges: 0\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:154 INFO| Finished graph edge discovery using PCX algorithm. Number of discovered edges 0\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 0\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 0\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 0\n",
+ "2025-02-06 17:06:09.007 ( 41.132s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 0\n",
+ "2025-02-06 17:06:09.007 ( 41.133s) [main ] MPI.h:377 INFO| Number of neighbourhood source ranks in distribute_to_postoffice: 0\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] MPI.cpp:164 INFO| Computing communication graph edges (using NBX algorithm). Number of input edges: 0\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] MPI.cpp:235 INFO| Finished graph edge discovery using NBX algorithm. Number of discovered edges 0\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] MPI.h:518 INFO| Neighbourhood destination ranks from post office in distribute_data (rank, num dests, num dests/mpi_size): 0, 0, 0\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] dofmapbuilder.cpp:166 INFO| Checking required entities per dimension\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] dofmapbuilder.cpp:264 INFO| Cell type:0, dofmap:512x2\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] dofmapbuilder.cpp:320 INFO| Global index computation\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] dofmapbuilder.cpp:637 INFO| Got 1 index_maps\n",
+ "2025-02-06 17:06:09.008 ( 41.133s) [main ] dofmapbuilder.cpp:644 INFO| Get global indices\n",
+ "2025-02-06 17:06:09.014 ( 41.139s) [main ] dofmapbuilder.cpp:166 INFO| Checking required entities per dimension\n",
+ "2025-02-06 17:06:09.014 ( 41.139s) [main ] dofmapbuilder.cpp:264 INFO| Cell type:0, dofmap:512x2\n",
+ "2025-02-06 17:06:09.014 ( 41.139s) [main ] dofmapbuilder.cpp:320 INFO| Global index computation\n",
+ "2025-02-06 17:06:09.014 ( 41.139s) [main ] dofmapbuilder.cpp:637 INFO| Got 1 index_maps\n",
+ "2025-02-06 17:06:09.014 ( 41.139s) [main ] dofmapbuilder.cpp:644 INFO| Get global indices\n",
+ "2025-02-06 17:06:09.024 ( 41.150s) [main ] SparsityPattern.cpp:385 INFO| Column ghost size increased from 0 to 0\n",
+ "2025-02-06 17:06:09.030 ( 41.155s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.031 ( 41.156s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.032 ( 41.157s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.67474 (tol = 1e-10) r (rel) = 0.327795(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.032 ( 41.158s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.033 ( 41.158s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 0.103864 (tol = 1e-10) r (rel) = 0.0203292(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.033 ( 41.159s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.034 ( 41.159s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 4: r (abs) = 0.00055377 (tol = 1e-10) r (rel) = 0.000108389(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.035 ( 41.160s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.035 ( 41.160s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 5: r (abs) = 1.7424e-08 (tol = 1e-10) r (rel) = 3.41039e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.035 ( 41.160s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 5 iterations and 5 linear solver iterations.\n",
+ "2025-02-06 17:06:09.040 ( 41.166s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.042 ( 41.167s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.042 ( 41.167s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0653461 (tol = 1e-10) r (rel) = 0.0487109(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.043 ( 41.168s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.043 ( 41.168s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 0.00023089 (tol = 1e-10) r (rel) = 0.000172112(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.045 ( 41.170s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.045 ( 41.170s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 4: r (abs) = 2.86351e-09 (tol = 1e-10) r (rel) = 2.13454e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.045 ( 41.170s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 4 iterations and 4 linear solver iterations.\n",
+ "2025-02-06 17:06:09.051 ( 41.176s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.052 ( 41.177s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.052 ( 41.177s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0343978 (tol = 1e-10) r (rel) = 0.0393439(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.053 ( 41.178s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.053 ( 41.178s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.03652e-05 (tol = 1e-10) r (rel) = 6.90451e-05(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.053 ( 41.178s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.059 ( 41.184s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.060 ( 41.185s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.060 ( 41.186s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0211723 (tol = 1e-10) r (rel) = 0.0320312(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.061 ( 41.186s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.062 ( 41.187s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.30341e-05 (tol = 1e-10) r (rel) = 3.48478e-05(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.062 ( 41.187s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.067 ( 41.192s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.068 ( 41.193s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.069 ( 41.194s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0143626 (tol = 1e-10) r (rel) = 0.0267112(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.069 ( 41.195s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.070 ( 41.195s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.06781e-05 (tol = 1e-10) r (rel) = 1.98589e-05(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.070 ( 41.195s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.075 ( 41.200s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.076 ( 41.201s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.077 ( 41.202s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0104135 (tol = 1e-10) r (rel) = 0.0228094(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.078 ( 41.203s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.078 ( 41.203s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.62378e-06 (tol = 1e-10) r (rel) = 1.23182e-05(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.078 ( 41.203s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.084 ( 41.209s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.085 ( 41.210s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.085 ( 41.210s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00791531 (tol = 1e-10) r (rel) = 0.0198627(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.086 ( 41.211s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.087 ( 41.212s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.24277e-06 (tol = 1e-10) r (rel) = 8.13741e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.087 ( 41.212s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.092 ( 41.217s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.093 ( 41.218s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.094 ( 41.219s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00622824 (tol = 1e-10) r (rel) = 0.017569(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.094 ( 41.220s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.095 ( 41.220s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.99965e-06 (tol = 1e-10) r (rel) = 5.64073e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.095 ( 41.220s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.100 ( 41.226s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.102 ( 41.227s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.102 ( 41.227s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00502986 (tol = 1e-10) r (rel) = 0.0157342(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.103 ( 41.228s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.103 ( 41.228s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.29769e-06 (tol = 1e-10) r (rel) = 4.0594e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.103 ( 41.228s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.108 ( 41.233s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.109 ( 41.234s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.110 ( 41.235s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00414389 (tol = 1e-10) r (rel) = 0.0142311(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.111 ( 41.236s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.111 ( 41.236s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.762e-07 (tol = 1e-10) r (rel) = 3.00908e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.111 ( 41.236s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.116 ( 41.242s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.118 ( 41.243s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.118 ( 41.243s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00346757 (tol = 1e-10) r (rel) = 0.0129741(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.119 ( 41.244s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.119 ( 41.244s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.10394e-07 (tol = 1e-10) r (rel) = 2.28381e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.119 ( 41.244s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.124 ( 41.249s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.125 ( 41.250s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.126 ( 41.251s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00293777 (tol = 1e-10) r (rel) = 0.0119041(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.127 ( 41.252s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.127 ( 41.252s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.35997e-07 (tol = 1e-10) r (rel) = 1.76671e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.127 ( 41.252s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.133 ( 41.258s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.134 ( 41.259s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.134 ( 41.259s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00251392 (tol = 1e-10) r (rel) = 0.0109799(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.135 ( 41.260s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.135 ( 41.260s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.17822e-07 (tol = 1e-10) r (rel) = 1.38813e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.135 ( 41.260s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.141 ( 41.266s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.142 ( 41.267s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.142 ( 41.267s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00216894 (tol = 1e-10) r (rel) = 0.0101714(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.143 ( 41.268s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.143 ( 41.269s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.3559e-07 (tol = 1e-10) r (rel) = 1.10482e-06(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.143 ( 41.269s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.149 ( 41.274s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.150 ( 41.275s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.150 ( 41.275s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00188416 (tol = 1e-10) r (rel) = 0.00945681(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.151 ( 41.276s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.151 ( 41.277s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.77096e-07 (tol = 1e-10) r (rel) = 8.88866e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.151 ( 41.277s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.157 ( 41.282s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.158 ( 41.283s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.158 ( 41.283s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00164627 (tol = 1e-10) r (rel) = 0.00881957(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.159 ( 41.284s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.159 ( 41.285s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.34715e-07 (tol = 1e-10) r (rel) = 7.21706e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.159 ( 41.285s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.165 ( 41.290s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.166 ( 41.291s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.167 ( 41.292s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00144559 (tol = 1e-10) r (rel) = 0.00824711(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.167 ( 41.292s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.168 ( 41.293s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.03525e-07 (tol = 1e-10) r (rel) = 5.90613e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.168 ( 41.293s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.173 ( 41.298s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.174 ( 41.299s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.174 ( 41.300s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00127486 (tol = 1e-10) r (rel) = 0.0077296(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.175 ( 41.300s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.176 ( 41.301s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.02648e-08 (tol = 1e-10) r (rel) = 4.86652e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.176 ( 41.301s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.181 ( 41.306s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.182 ( 41.307s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.183 ( 41.308s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00112857 (tol = 1e-10) r (rel) = 0.00725926(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.183 ( 41.309s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.184 ( 41.309s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.27167e-08 (tol = 1e-10) r (rel) = 4.03409e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.184 ( 41.309s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.189 ( 41.314s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.190 ( 41.315s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.191 ( 41.316s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00100244 (tol = 1e-10) r (rel) = 0.00682981(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.191 ( 41.316s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.192 ( 41.317s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.93448e-08 (tol = 1e-10) r (rel) = 3.36195e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.192 ( 41.317s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.197 ( 41.322s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.198 ( 41.324s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.199 ( 41.324s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000893092 (tol = 1e-10) r (rel) = 0.00643611(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.200 ( 41.325s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.200 ( 41.325s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.90647e-08 (tol = 1e-10) r (rel) = 2.81522e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.200 ( 41.325s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.205 ( 41.330s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.206 ( 41.332s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.207 ( 41.332s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000797836 (tol = 1e-10) r (rel) = 0.00607391(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.208 ( 41.333s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.208 ( 41.333s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.10991e-08 (tol = 1e-10) r (rel) = 2.36757e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.208 ( 41.333s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
]
},
{
@@ -278,190 +259,173 @@
"current time: 0.22000000000000006\n",
"current time: 0.23000000000000007\n",
"current time: 0.24000000000000007\n",
- "current time: 0.25000000000000006\n",
- "current time: 0.26000000000000006\n",
- "current time: 0.2700000000000001\n",
- "current time: 0.2800000000000001\n",
- "current time: 0.2900000000000001\n"
+ "current time: 0.25000000000000006\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "2025-02-04 12:00:09.317 ( 99.377s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.317 ( 99.378s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000519786 (tol = 1e-10) r (rel) = 0.00487641(tol = 0.0001)\n",
- "2025-02-04 12:00:09.318 ( 99.378s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.318 ( 99.379s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.30857e-08 (tol = 1e-10) r (rel) = 1.22765e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.318 ( 99.379s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.324 ( 99.385s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.325 ( 99.386s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.325 ( 99.386s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000469225 (tol = 1e-10) r (rel) = 0.00462772(tol = 0.0001)\n",
- "2025-02-04 12:00:09.326 ( 99.386s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.326 ( 99.387s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.06433e-08 (tol = 1e-10) r (rel) = 1.04969e-07(tol = 0.0001)\n",
- "2025-02-04 12:00:09.326 ( 99.387s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.331 ( 99.392s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.332 ( 99.393s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.333 ( 99.393s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000424274 (tol = 1e-10) r (rel) = 0.00439555(tol = 0.0001)\n",
- "2025-02-04 12:00:09.333 ( 99.394s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.334 ( 99.394s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.68582e-09 (tol = 1e-10) r (rel) = 8.99865e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.334 ( 99.394s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.338 ( 99.399s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.339 ( 99.400s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.340 ( 99.400s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000384214 (tol = 1e-10) r (rel) = 0.00417842(tol = 0.0001)\n",
- "2025-02-04 12:00:09.341 ( 99.401s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.341 ( 99.401s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.11054e-09 (tol = 1e-10) r (rel) = 7.73288e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.341 ( 99.401s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.346 ( 99.406s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.347 ( 99.407s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.347 ( 99.408s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000348431 (tol = 1e-10) r (rel) = 0.00397503(tol = 0.0001)\n",
- "2025-02-04 12:00:09.348 ( 99.408s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.348 ( 99.409s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.83794e-09 (tol = 1e-10) r (rel) = 6.66016e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.348 ( 99.409s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.353 ( 99.413s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.354 ( 99.414s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.354 ( 99.415s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000316399 (tol = 1e-10) r (rel) = 0.00378423(tol = 0.0001)\n",
- "2025-02-04 12:00:09.355 ( 99.415s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.355 ( 99.416s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.8062e-09 (tol = 1e-10) r (rel) = 5.74835e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.355 ( 99.416s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.361 ( 99.422s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.362 ( 99.423s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.362 ( 99.423s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000287671 (tol = 1e-10) r (rel) = 0.00360498(tol = 0.0001)\n",
- "2025-02-04 12:00:09.363 ( 99.424s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.363 ( 99.424s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.96692e-09 (tol = 1e-10) r (rel) = 4.9712e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.363 ( 99.424s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.368 ( 99.429s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.369 ( 99.430s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.370 ( 99.430s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000261856 (tol = 1e-10) r (rel) = 0.00343636(tol = 0.0001)\n",
- "2025-02-04 12:00:09.370 ( 99.431s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.371 ( 99.431s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.28207e-09 (tol = 1e-10) r (rel) = 4.3071e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.371 ( 99.431s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.376 ( 99.436s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.377 ( 99.437s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.377 ( 99.438s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00023862 (tol = 1e-10) r (rel) = 0.00327756(tol = 0.0001)\n",
- "2025-02-04 12:00:09.378 ( 99.438s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.378 ( 99.439s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.7216e-09 (tol = 1e-10) r (rel) = 3.73825e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.378 ( 99.439s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.383 ( 99.444s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.384 ( 99.445s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.385 ( 99.445s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000217671 (tol = 1e-10) r (rel) = 0.00312783(tol = 0.0001)\n",
- "2025-02-04 12:00:09.385 ( 99.446s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.386 ( 99.446s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.26164e-09 (tol = 1e-10) r (rel) = 3.24987e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.386 ( 99.446s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.390 ( 99.451s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.391 ( 99.452s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.392 ( 99.452s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000198755 (tol = 1e-10) r (rel) = 0.0029865(tol = 0.0001)\n",
- "2025-02-04 12:00:09.392 ( 99.453s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.393 ( 99.453s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.88319e-09 (tol = 1e-10) r (rel) = 2.82969e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.393 ( 99.453s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.397 ( 99.458s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.398 ( 99.459s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.399 ( 99.459s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000181651 (tol = 1e-10) r (rel) = 0.00285297(tol = 0.0001)\n",
- "2025-02-04 12:00:09.399 ( 99.460s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.400 ( 99.460s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.57105e-09 (tol = 1e-10) r (rel) = 2.46746e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.400 ( 99.460s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.404 ( 99.465s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.405 ( 99.466s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.406 ( 99.466s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000166163 (tol = 1e-10) r (rel) = 0.00272667(tol = 0.0001)\n",
- "2025-02-04 12:00:09.406 ( 99.467s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.407 ( 99.467s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.313e-09 (tol = 1e-10) r (rel) = 2.15459e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.407 ( 99.467s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.412 ( 99.472s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.412 ( 99.473s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.413 ( 99.473s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000152121 (tol = 1e-10) r (rel) = 0.00260712(tol = 0.0001)\n",
- "2025-02-04 12:00:09.413 ( 99.474s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.414 ( 99.474s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.0992e-09 (tol = 1e-10) r (rel) = 1.88386e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.414 ( 99.474s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.418 ( 99.479s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.419 ( 99.480s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.420 ( 99.480s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000139375 (tol = 1e-10) r (rel) = 0.00249386(tol = 0.0001)\n",
- "2025-02-04 12:00:09.420 ( 99.481s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.421 ( 99.481s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 9.21694e-10 (tol = 1e-10) r (rel) = 1.64921e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.421 ( 99.481s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.426 ( 99.487s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.427 ( 99.488s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.427 ( 99.488s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000127791 (tol = 1e-10) r (rel) = 0.00238647(tol = 0.0001)\n",
- "2025-02-04 12:00:09.428 ( 99.489s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.428 ( 99.489s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.74034e-10 (tol = 1e-10) r (rel) = 1.44549e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.428 ( 99.489s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.433 ( 99.494s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.434 ( 99.495s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.434 ( 99.495s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000117253 (tol = 1e-10) r (rel) = 0.00228456(tol = 0.0001)\n",
- "2025-02-04 12:00:09.435 ( 99.495s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.435 ( 99.496s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.50974e-10 (tol = 1e-10) r (rel) = 1.26836e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.435 ( 99.496s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.440 ( 99.501s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.441 ( 99.502s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.442 ( 99.502s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000107655 (tol = 1e-10) r (rel) = 0.00218779(tol = 0.0001)\n",
- "2025-02-04 12:00:09.442 ( 99.503s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.442 ( 99.503s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.48231e-10 (tol = 1e-10) r (rel) = 1.11412e-08(tol = 0.0001)\n",
- "2025-02-04 12:00:09.442 ( 99.503s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.447 ( 99.508s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.448 ( 99.509s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.448 ( 99.509s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 9.89066e-05 (tol = 1e-10) r (rel) = 0.00209583(tol = 0.0001)\n",
- "2025-02-04 12:00:09.449 ( 99.510s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.449 ( 99.510s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.62311e-10 (tol = 1e-10) r (rel) = 9.79637e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.449 ( 99.510s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.454 ( 99.515s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.455 ( 99.516s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.456 ( 99.516s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 9.09237e-05 (tol = 1e-10) r (rel) = 0.00200839(tol = 0.0001)\n",
- "2025-02-04 12:00:09.456 ( 99.517s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.457 ( 99.517s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.90342e-10 (tol = 1e-10) r (rel) = 8.62216e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.457 ( 99.517s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.462 ( 99.522s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.463 ( 99.523s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.463 ( 99.523s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 8.36333e-05 (tol = 1e-10) r (rel) = 0.0019252(tol = 0.0001)\n",
- "2025-02-04 12:00:09.464 ( 99.524s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.464 ( 99.524s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.29967e-10 (tol = 1e-10) r (rel) = 7.59568e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.464 ( 99.524s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.469 ( 99.529s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.470 ( 99.530s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.470 ( 99.530s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 7.69696e-05 (tol = 1e-10) r (rel) = 0.00184599(tol = 0.0001)\n",
- "2025-02-04 12:00:09.471 ( 99.531s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.471 ( 99.531s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.79247e-10 (tol = 1e-10) r (rel) = 6.69728e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.471 ( 99.531s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.477 ( 99.538s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.478 ( 99.539s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.479 ( 99.539s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 7.08739e-05 (tol = 1e-10) r (rel) = 0.00177054(tol = 0.0001)\n",
- "2025-02-04 12:00:09.479 ( 99.540s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.480 ( 99.540s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.36578e-10 (tol = 1e-10) r (rel) = 5.91006e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.480 ( 99.540s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.485 ( 99.545s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.486 ( 99.546s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.486 ( 99.547s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.52936e-05 (tol = 1e-10) r (rel) = 0.00169863(tol = 0.0001)\n",
- "2025-02-04 12:00:09.487 ( 99.547s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.487 ( 99.547s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.00635e-10 (tol = 1e-10) r (rel) = 5.21955e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.487 ( 99.547s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.492 ( 99.552s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.493 ( 99.553s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.493 ( 99.554s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.01812e-05 (tol = 1e-10) r (rel) = 0.00163005(tol = 0.0001)\n",
- "2025-02-04 12:00:09.494 ( 99.554s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.494 ( 99.555s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.70318e-10 (tol = 1e-10) r (rel) = 4.61319e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.494 ( 99.555s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.499 ( 99.559s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.500 ( 99.560s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.500 ( 99.561s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.54943e-05 (tol = 1e-10) r (rel) = 0.00156463(tol = 0.0001)\n",
- "2025-02-04 12:00:09.501 ( 99.561s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.501 ( 99.562s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.44719e-10 (tol = 1e-10) r (rel) = 4.08027e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.501 ( 99.562s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.506 ( 99.566s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.507 ( 99.567s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.507 ( 99.568s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.11947e-05 (tol = 1e-10) r (rel) = 0.00150218(tol = 0.0001)\n",
- "2025-02-04 12:00:09.508 ( 99.568s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.508 ( 99.569s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.23078e-10 (tol = 1e-10) r (rel) = 3.61141e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.508 ( 99.569s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.513 ( 99.573s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.513 ( 99.574s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.514 ( 99.574s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.72477e-05 (tol = 1e-10) r (rel) = 0.00144254(tol = 0.0001)\n",
- "2025-02-04 12:00:09.514 ( 99.575s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.515 ( 99.575s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.04763e-10 (tol = 1e-10) r (rel) = 3.19857e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.515 ( 99.575s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
+ "2025-02-06 17:06:09.214 ( 41.339s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.215 ( 41.340s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.216 ( 41.341s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.0007145 (tol = 1e-10) r (rel) = 0.00573964(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.216 ( 41.341s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.217 ( 41.342s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.48835e-08 (tol = 1e-10) r (rel) = 1.99891e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.217 ( 41.342s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.222 ( 41.347s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.223 ( 41.349s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.224 ( 41.349s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000641312 (tol = 1e-10) r (rel) = 0.00543029(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.225 ( 41.350s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.225 ( 41.350s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.00023e-08 (tol = 1e-10) r (rel) = 1.69369e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.225 ( 41.350s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.231 ( 41.356s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.232 ( 41.357s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.232 ( 41.357s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000576811 (tol = 1e-10) r (rel) = 0.00514329(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.233 ( 41.358s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.233 ( 41.358s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.6147e-08 (tol = 1e-10) r (rel) = 1.43979e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.233 ( 41.358s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.238 ( 41.364s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.240 ( 41.365s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.240 ( 41.365s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000519786 (tol = 1e-10) r (rel) = 0.00487641(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.241 ( 41.366s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.241 ( 41.366s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.30857e-08 (tol = 1e-10) r (rel) = 1.22765e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.241 ( 41.366s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.247 ( 41.372s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.248 ( 41.373s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.248 ( 41.373s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000469225 (tol = 1e-10) r (rel) = 0.00462772(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.249 ( 41.374s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.249 ( 41.375s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.06433e-08 (tol = 1e-10) r (rel) = 1.04969e-07(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.249 ( 41.375s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.255 ( 41.380s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.256 ( 41.381s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.257 ( 41.382s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000424274 (tol = 1e-10) r (rel) = 0.00439555(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.258 ( 41.383s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.258 ( 41.383s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.68582e-09 (tol = 1e-10) r (rel) = 8.99865e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.258 ( 41.383s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.264 ( 41.389s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.265 ( 41.390s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.265 ( 41.390s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000384214 (tol = 1e-10) r (rel) = 0.00417842(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.266 ( 41.391s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.266 ( 41.391s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.11054e-09 (tol = 1e-10) r (rel) = 7.73288e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.266 ( 41.391s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.272 ( 41.397s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.273 ( 41.398s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.273 ( 41.398s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000348431 (tol = 1e-10) r (rel) = 0.00397503(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.274 ( 41.399s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.275 ( 41.400s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.83794e-09 (tol = 1e-10) r (rel) = 6.66016e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.275 ( 41.400s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.281 ( 41.406s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.282 ( 41.407s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.282 ( 41.407s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000316399 (tol = 1e-10) r (rel) = 0.00378423(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.283 ( 41.408s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.283 ( 41.408s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.8062e-09 (tol = 1e-10) r (rel) = 5.74835e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.283 ( 41.408s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.289 ( 41.414s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.290 ( 41.415s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.290 ( 41.415s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000287671 (tol = 1e-10) r (rel) = 0.00360498(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.291 ( 41.416s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.291 ( 41.417s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.96692e-09 (tol = 1e-10) r (rel) = 4.9712e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.291 ( 41.417s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.297 ( 41.422s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.298 ( 41.424s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.299 ( 41.424s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000261856 (tol = 1e-10) r (rel) = 0.00343636(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.300 ( 41.425s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.300 ( 41.425s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.28207e-09 (tol = 1e-10) r (rel) = 4.3071e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.300 ( 41.425s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.306 ( 41.431s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.307 ( 41.432s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.307 ( 41.432s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.00023862 (tol = 1e-10) r (rel) = 0.00327756(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.308 ( 41.433s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.308 ( 41.433s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.7216e-09 (tol = 1e-10) r (rel) = 3.73825e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.308 ( 41.433s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.314 ( 41.439s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.315 ( 41.441s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.316 ( 41.441s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000217671 (tol = 1e-10) r (rel) = 0.00312783(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.317 ( 41.442s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.317 ( 41.442s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.26164e-09 (tol = 1e-10) r (rel) = 3.24987e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.317 ( 41.442s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.323 ( 41.448s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.324 ( 41.449s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.324 ( 41.449s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000198755 (tol = 1e-10) r (rel) = 0.0029865(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.325 ( 41.450s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.325 ( 41.450s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.88319e-09 (tol = 1e-10) r (rel) = 2.82969e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.325 ( 41.450s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.331 ( 41.456s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.332 ( 41.457s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.332 ( 41.457s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000181651 (tol = 1e-10) r (rel) = 0.00285297(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.333 ( 41.458s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.334 ( 41.459s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.57105e-09 (tol = 1e-10) r (rel) = 2.46746e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.334 ( 41.459s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.339 ( 41.464s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.340 ( 41.465s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.341 ( 41.466s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000166163 (tol = 1e-10) r (rel) = 0.00272667(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.341 ( 41.466s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.342 ( 41.467s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.313e-09 (tol = 1e-10) r (rel) = 2.15459e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.342 ( 41.467s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.347 ( 41.472s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.348 ( 41.473s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.349 ( 41.474s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000152121 (tol = 1e-10) r (rel) = 0.00260712(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.350 ( 41.475s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.350 ( 41.475s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.0992e-09 (tol = 1e-10) r (rel) = 1.88386e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.350 ( 41.475s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.355 ( 41.481s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.357 ( 41.482s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.357 ( 41.482s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000139375 (tol = 1e-10) r (rel) = 0.00249386(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.358 ( 41.483s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.358 ( 41.483s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 9.21694e-10 (tol = 1e-10) r (rel) = 1.64921e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.358 ( 41.483s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.364 ( 41.489s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.365 ( 41.490s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.365 ( 41.490s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000127791 (tol = 1e-10) r (rel) = 0.00238647(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.366 ( 41.491s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.367 ( 41.492s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.74034e-10 (tol = 1e-10) r (rel) = 1.44549e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.367 ( 41.492s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.372 ( 41.497s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.373 ( 41.498s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.373 ( 41.499s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000117253 (tol = 1e-10) r (rel) = 0.00228456(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.374 ( 41.499s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.375 ( 41.500s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.50974e-10 (tol = 1e-10) r (rel) = 1.26836e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.375 ( 41.500s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.380 ( 41.505s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.381 ( 41.506s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.382 ( 41.507s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 0.000107655 (tol = 1e-10) r (rel) = 0.00218779(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.383 ( 41.508s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.383 ( 41.508s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.48231e-10 (tol = 1e-10) r (rel) = 1.11412e-08(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.383 ( 41.508s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.388 ( 41.513s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.389 ( 41.515s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.390 ( 41.515s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 9.89066e-05 (tol = 1e-10) r (rel) = 0.00209583(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.391 ( 41.516s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.391 ( 41.516s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.62311e-10 (tol = 1e-10) r (rel) = 9.79637e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.391 ( 41.516s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.397 ( 41.522s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.398 ( 41.523s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.398 ( 41.523s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 9.09237e-05 (tol = 1e-10) r (rel) = 0.00200839(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.399 ( 41.524s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.399 ( 41.524s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.90342e-10 (tol = 1e-10) r (rel) = 8.62216e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.399 ( 41.524s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.405 ( 41.530s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.406 ( 41.531s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.406 ( 41.531s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 8.36333e-05 (tol = 1e-10) r (rel) = 0.0019252(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.407 ( 41.532s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.407 ( 41.532s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.29967e-10 (tol = 1e-10) r (rel) = 7.59568e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.407 ( 41.532s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.413 ( 41.538s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.414 ( 41.539s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.414 ( 41.539s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 7.69696e-05 (tol = 1e-10) r (rel) = 0.00184599(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.415 ( 41.540s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.415 ( 41.541s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.79247e-10 (tol = 1e-10) r (rel) = 6.69728e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.415 ( 41.541s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
+ "current time: 0.26000000000000006\n",
+ "current time: 0.2700000000000001\n",
+ "current time: 0.2800000000000001\n",
+ "current time: 0.2900000000000001\n",
"current time: 0.3000000000000001\n",
"current time: 0.3100000000000001\n",
"current time: 0.3200000000000001\n",
@@ -482,183 +446,171 @@
"current time: 0.47000000000000025\n",
"current time: 0.48000000000000026\n",
"current time: 0.49000000000000027\n",
- "current time: 0.5000000000000002\n",
- "current time: 0.5100000000000002\n",
- "current time: 0.5200000000000002\n",
- "current time: 0.5300000000000002\n",
- "current time: 0.5400000000000003\n",
- "current time: 0.5500000000000003\n",
- "current time: 0.5600000000000003\n",
- "current time: 0.5700000000000003\n",
- "current time: 0.5800000000000003\n"
+ "current time: 0.5000000000000002\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
- "2025-02-04 12:00:09.519 ( 99.580s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.520 ( 99.581s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.521 ( 99.581s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.36224e-05 (tol = 1e-10) r (rel) = 0.00138557(tol = 0.0001)\n",
- "2025-02-04 12:00:09.521 ( 99.582s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.522 ( 99.582s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.92448e-11 (tol = 1e-10) r (rel) = 2.83467e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.522 ( 99.582s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.527 ( 99.587s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.528 ( 99.588s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.528 ( 99.588s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.02905e-05 (tol = 1e-10) r (rel) = 0.00133112(tol = 0.0001)\n",
- "2025-02-04 12:00:09.529 ( 99.589s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.529 ( 99.589s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.60857e-11 (tol = 1e-10) r (rel) = 2.51373e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.529 ( 99.589s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.533 ( 99.594s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.534 ( 99.595s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.535 ( 99.595s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.72266e-05 (tol = 1e-10) r (rel) = 0.00127906(tol = 0.0001)\n",
- "2025-02-04 12:00:09.535 ( 99.596s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.536 ( 99.596s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.49153e-11 (tol = 1e-10) r (rel) = 2.23041e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.536 ( 99.596s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.540 ( 99.601s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.541 ( 99.602s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.542 ( 99.602s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.44076e-05 (tol = 1e-10) r (rel) = 0.00122927(tol = 0.0001)\n",
- "2025-02-04 12:00:09.542 ( 99.603s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.543 ( 99.603s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.54251e-11 (tol = 1e-10) r (rel) = 1.98015e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.543 ( 99.603s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.547 ( 99.608s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.548 ( 99.609s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.548 ( 99.609s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.18127e-05 (tol = 1e-10) r (rel) = 0.00118162(tol = 0.0001)\n",
- "2025-02-04 12:00:09.549 ( 99.610s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.549 ( 99.610s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.73535e-11 (tol = 1e-10) r (rel) = 1.75886e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.549 ( 99.610s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.554 ( 99.614s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.555 ( 99.616s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.555 ( 99.616s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.94228e-05 (tol = 1e-10) r (rel) = 0.00113602(tol = 0.0001)\n",
- "2025-02-04 12:00:09.556 ( 99.617s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.556 ( 99.617s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.04845e-11 (tol = 1e-10) r (rel) = 1.56311e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.556 ( 99.617s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.562 ( 99.622s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.563 ( 99.623s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.563 ( 99.624s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.72208e-05 (tol = 1e-10) r (rel) = 0.00109235(tol = 0.0001)\n",
- "2025-02-04 12:00:09.564 ( 99.624s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.564 ( 99.625s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.46343e-11 (tol = 1e-10) r (rel) = 1.38985e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.564 ( 99.625s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.570 ( 99.630s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.571 ( 99.631s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.571 ( 99.631s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.51909e-05 (tol = 1e-10) r (rel) = 0.00105053(tol = 0.0001)\n",
- "2025-02-04 12:00:09.572 ( 99.632s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.573 ( 99.634s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.96464e-11 (tol = 1e-10) r (rel) = 1.23634e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.573 ( 99.634s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.579 ( 99.639s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.580 ( 99.640s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.580 ( 99.641s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.33189e-05 (tol = 1e-10) r (rel) = 0.00101046(tol = 0.0001)\n",
- "2025-02-04 12:00:09.581 ( 99.641s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.581 ( 99.642s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.53914e-11 (tol = 1e-10) r (rel) = 1.10027e-09(tol = 0.0001)\n",
- "2025-02-04 12:00:09.581 ( 99.642s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.587 ( 99.647s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.588 ( 99.648s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.588 ( 99.649s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.15918e-05 (tol = 1e-10) r (rel) = 0.000972064(tol = 0.0001)\n",
- "2025-02-04 12:00:09.589 ( 99.650s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.590 ( 99.650s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.17601e-11 (tol = 1e-10) r (rel) = 9.7964e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.590 ( 99.650s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.598 ( 99.659s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.599 ( 99.660s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.599 ( 99.660s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.99978e-05 (tol = 1e-10) r (rel) = 0.000935253(tol = 0.0001)\n",
- "2025-02-04 12:00:09.600 ( 99.660s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.600 ( 99.661s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.86571e-11 (tol = 1e-10) r (rel) = 8.72552e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.600 ( 99.661s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.606 ( 99.667s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.607 ( 99.668s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.608 ( 99.668s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.85261e-05 (tol = 1e-10) r (rel) = 0.000899957(tol = 0.0001)\n",
- "2025-02-04 12:00:09.609 ( 99.669s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.609 ( 99.670s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.60057e-11 (tol = 1e-10) r (rel) = 7.77521e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.609 ( 99.670s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.614 ( 99.675s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.615 ( 99.676s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.615 ( 99.676s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.71667e-05 (tol = 1e-10) r (rel) = 0.000866103(tol = 0.0001)\n",
- "2025-02-04 12:00:09.616 ( 99.677s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.616 ( 99.677s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.37377e-11 (tol = 1e-10) r (rel) = 6.93099e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.616 ( 99.677s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.621 ( 99.682s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.623 ( 99.683s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.623 ( 99.684s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.59107e-05 (tol = 1e-10) r (rel) = 0.000833625(tol = 0.0001)\n",
- "2025-02-04 12:00:09.624 ( 99.685s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.624 ( 99.685s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.17963e-11 (tol = 1e-10) r (rel) = 6.18051e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.624 ( 99.685s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.630 ( 99.690s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.631 ( 99.691s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.631 ( 99.692s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.47499e-05 (tol = 1e-10) r (rel) = 0.00080246(tol = 0.0001)\n",
- "2025-02-04 12:00:09.632 ( 99.692s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.632 ( 99.693s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.01346e-11 (tol = 1e-10) r (rel) = 5.51369e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.632 ( 99.693s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.637 ( 99.698s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.638 ( 99.699s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.639 ( 99.699s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.36766e-05 (tol = 1e-10) r (rel) = 0.000772546(tol = 0.0001)\n",
- "2025-02-04 12:00:09.639 ( 99.700s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.640 ( 99.700s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.70845e-12 (tol = 1e-10) r (rel) = 4.91914e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.640 ( 99.700s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.646 ( 99.707s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.647 ( 99.707s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.647 ( 99.708s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.26839e-05 (tol = 1e-10) r (rel) = 0.000743829(tol = 0.0001)\n",
- "2025-02-04 12:00:09.648 ( 99.708s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.648 ( 99.709s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.48864e-12 (tol = 1e-10) r (rel) = 4.3916e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.648 ( 99.709s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.653 ( 99.714s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.654 ( 99.715s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.655 ( 99.715s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.17656e-05 (tol = 1e-10) r (rel) = 0.000716254(tol = 0.0001)\n",
- "2025-02-04 12:00:09.655 ( 99.716s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.656 ( 99.716s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.44175e-12 (tol = 1e-10) r (rel) = 3.92155e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.656 ( 99.716s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.661 ( 99.722s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.662 ( 99.723s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.662 ( 99.723s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.09158e-05 (tol = 1e-10) r (rel) = 0.00068977(tol = 0.0001)\n",
- "2025-02-04 12:00:09.663 ( 99.724s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.663 ( 99.724s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.54282e-12 (tol = 1e-10) r (rel) = 3.50252e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.663 ( 99.724s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.668 ( 99.729s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.669 ( 99.730s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.669 ( 99.730s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.01292e-05 (tol = 1e-10) r (rel) = 0.00066433(tol = 0.0001)\n",
- "2025-02-04 12:00:09.670 ( 99.731s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.670 ( 99.731s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.77042e-12 (tol = 1e-10) r (rel) = 3.12872e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.670 ( 99.731s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.677 ( 99.738s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.678 ( 99.739s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.678 ( 99.739s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 9.40085e-06 (tol = 1e-10) r (rel) = 0.000639887(tol = 0.0001)\n",
- "2025-02-04 12:00:09.679 ( 99.740s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.679 ( 99.740s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.10839e-12 (tol = 1e-10) r (rel) = 2.79645e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.679 ( 99.740s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.684 ( 99.745s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.685 ( 99.746s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.686 ( 99.746s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 8.72635e-06 (tol = 1e-10) r (rel) = 0.000616398(tol = 0.0001)\n",
- "2025-02-04 12:00:09.686 ( 99.747s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.687 ( 99.747s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.53874e-12 (tol = 1e-10) r (rel) = 2.49964e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.687 ( 99.747s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.692 ( 99.753s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.693 ( 99.754s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.693 ( 99.754s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 8.10153e-06 (tol = 1e-10) r (rel) = 0.000593823(tol = 0.0001)\n",
- "2025-02-04 12:00:09.694 ( 99.755s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.694 ( 99.755s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.04992e-12 (tol = 1e-10) r (rel) = 2.23552e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.694 ( 99.755s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.699 ( 99.760s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.700 ( 99.761s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.700 ( 99.761s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 7.52259e-06 (tol = 1e-10) r (rel) = 0.000572121(tol = 0.0001)\n",
- "2025-02-04 12:00:09.701 ( 99.762s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.701 ( 99.762s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.62832e-12 (tol = 1e-10) r (rel) = 1.99893e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.701 ( 99.762s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.706 ( 99.767s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.707 ( 99.768s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.708 ( 99.768s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.98606e-06 (tol = 1e-10) r (rel) = 0.000551256(tol = 0.0001)\n",
- "2025-02-04 12:00:09.708 ( 99.769s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.709 ( 99.769s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.26652e-12 (tol = 1e-10) r (rel) = 1.78847e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.709 ( 99.769s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.714 ( 99.774s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.715 ( 99.775s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.715 ( 99.775s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.4887e-06 (tol = 1e-10) r (rel) = 0.000531192(tol = 0.0001)\n",
- "2025-02-04 12:00:09.716 ( 99.776s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.716 ( 99.776s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.95496e-12 (tol = 1e-10) r (rel) = 1.60041e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.716 ( 99.776s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
+ "2025-02-06 17:06:09.421 ( 41.546s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.422 ( 41.547s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.423 ( 41.548s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 7.08739e-05 (tol = 1e-10) r (rel) = 0.00177054(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.424 ( 41.549s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.424 ( 41.549s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.36578e-10 (tol = 1e-10) r (rel) = 5.91006e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.424 ( 41.549s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.430 ( 41.555s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.431 ( 41.556s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.431 ( 41.556s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.52936e-05 (tol = 1e-10) r (rel) = 0.00169863(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.432 ( 41.557s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.432 ( 41.557s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.00635e-10 (tol = 1e-10) r (rel) = 5.21955e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.432 ( 41.557s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.440 ( 41.565s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.441 ( 41.566s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.441 ( 41.566s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.01812e-05 (tol = 1e-10) r (rel) = 0.00163005(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.442 ( 41.567s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.442 ( 41.568s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.70318e-10 (tol = 1e-10) r (rel) = 4.61319e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.442 ( 41.568s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.448 ( 41.573s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.450 ( 41.575s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.450 ( 41.575s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.54943e-05 (tol = 1e-10) r (rel) = 0.00156463(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.451 ( 41.576s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.451 ( 41.576s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.44719e-10 (tol = 1e-10) r (rel) = 4.08027e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.451 ( 41.576s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.457 ( 41.582s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.458 ( 41.583s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.458 ( 41.583s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.11947e-05 (tol = 1e-10) r (rel) = 0.00150218(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.459 ( 41.584s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.460 ( 41.585s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.23078e-10 (tol = 1e-10) r (rel) = 3.61141e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.460 ( 41.585s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.465 ( 41.591s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.467 ( 41.592s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.467 ( 41.592s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.72477e-05 (tol = 1e-10) r (rel) = 0.00144254(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.468 ( 41.593s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.468 ( 41.593s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.04763e-10 (tol = 1e-10) r (rel) = 3.19857e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.468 ( 41.593s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.474 ( 41.599s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.475 ( 41.600s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.476 ( 41.601s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.36224e-05 (tol = 1e-10) r (rel) = 0.00138557(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.477 ( 41.602s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.477 ( 41.602s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.92448e-11 (tol = 1e-10) r (rel) = 2.83467e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.477 ( 41.602s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.483 ( 41.608s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.484 ( 41.609s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.484 ( 41.609s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.02905e-05 (tol = 1e-10) r (rel) = 0.00133112(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.485 ( 41.610s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.485 ( 41.610s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.60857e-11 (tol = 1e-10) r (rel) = 2.51373e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.485 ( 41.610s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.491 ( 41.616s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.492 ( 41.617s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.492 ( 41.617s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.72266e-05 (tol = 1e-10) r (rel) = 0.00127906(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.493 ( 41.618s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.494 ( 41.619s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.49153e-11 (tol = 1e-10) r (rel) = 2.23041e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.494 ( 41.619s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.499 ( 41.624s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.501 ( 41.626s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.501 ( 41.626s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.44076e-05 (tol = 1e-10) r (rel) = 0.00122927(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.502 ( 41.627s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.502 ( 41.627s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.54251e-11 (tol = 1e-10) r (rel) = 1.98015e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.502 ( 41.627s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.508 ( 41.633s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.510 ( 41.635s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.510 ( 41.635s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.18127e-05 (tol = 1e-10) r (rel) = 0.00118162(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.511 ( 41.636s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.511 ( 41.636s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.73535e-11 (tol = 1e-10) r (rel) = 1.75886e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.511 ( 41.636s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.517 ( 41.642s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.518 ( 41.643s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.518 ( 41.643s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.94228e-05 (tol = 1e-10) r (rel) = 0.00113602(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.519 ( 41.644s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.519 ( 41.645s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.04845e-11 (tol = 1e-10) r (rel) = 1.56311e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.519 ( 41.645s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.525 ( 41.650s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.527 ( 41.652s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.527 ( 41.652s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.72208e-05 (tol = 1e-10) r (rel) = 0.00109235(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.528 ( 41.653s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.528 ( 41.653s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.46343e-11 (tol = 1e-10) r (rel) = 1.38985e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.528 ( 41.653s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.534 ( 41.659s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.535 ( 41.660s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.536 ( 41.661s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.51909e-05 (tol = 1e-10) r (rel) = 0.00105053(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.537 ( 41.662s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.537 ( 41.662s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.96464e-11 (tol = 1e-10) r (rel) = 1.23634e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.537 ( 41.662s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.543 ( 41.668s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.544 ( 41.669s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.545 ( 41.670s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.33189e-05 (tol = 1e-10) r (rel) = 0.00101046(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.546 ( 41.671s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.546 ( 41.671s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.53914e-11 (tol = 1e-10) r (rel) = 1.10027e-09(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.546 ( 41.671s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.552 ( 41.677s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.553 ( 41.678s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.553 ( 41.678s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.15918e-05 (tol = 1e-10) r (rel) = 0.000972064(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.554 ( 41.679s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.555 ( 41.680s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.17601e-11 (tol = 1e-10) r (rel) = 9.7964e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.555 ( 41.680s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.561 ( 41.686s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.562 ( 41.687s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.562 ( 41.687s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.99978e-05 (tol = 1e-10) r (rel) = 0.000935253(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.563 ( 41.688s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.563 ( 41.689s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.86571e-11 (tol = 1e-10) r (rel) = 8.72552e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.563 ( 41.689s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.569 ( 41.694s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.570 ( 41.696s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.571 ( 41.696s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.85261e-05 (tol = 1e-10) r (rel) = 0.000899957(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.572 ( 41.697s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.572 ( 41.697s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.60057e-11 (tol = 1e-10) r (rel) = 7.77521e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.572 ( 41.697s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.578 ( 41.703s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.579 ( 41.704s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.579 ( 41.704s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.71667e-05 (tol = 1e-10) r (rel) = 0.000866103(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.580 ( 41.705s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.580 ( 41.705s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.37377e-11 (tol = 1e-10) r (rel) = 6.93099e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.580 ( 41.705s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.586 ( 41.711s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.587 ( 41.713s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.588 ( 41.713s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.59107e-05 (tol = 1e-10) r (rel) = 0.000833625(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.589 ( 41.714s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.589 ( 41.714s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.17963e-11 (tol = 1e-10) r (rel) = 6.18051e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.589 ( 41.714s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.595 ( 41.720s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.597 ( 41.722s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.597 ( 41.722s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.47499e-05 (tol = 1e-10) r (rel) = 0.00080246(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.598 ( 41.723s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.598 ( 41.723s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.01346e-11 (tol = 1e-10) r (rel) = 5.51369e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.598 ( 41.723s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.604 ( 41.729s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.606 ( 41.731s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.606 ( 41.731s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.36766e-05 (tol = 1e-10) r (rel) = 0.000772546(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.607 ( 41.732s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.607 ( 41.732s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.70845e-12 (tol = 1e-10) r (rel) = 4.91914e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.607 ( 41.732s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.613 ( 41.739s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.615 ( 41.740s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.615 ( 41.740s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.26839e-05 (tol = 1e-10) r (rel) = 0.000743829(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.616 ( 41.741s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.616 ( 41.741s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 7.48864e-12 (tol = 1e-10) r (rel) = 4.3916e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.616 ( 41.741s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.622 ( 41.747s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.624 ( 41.749s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.624 ( 41.749s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.17656e-05 (tol = 1e-10) r (rel) = 0.000716254(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.625 ( 41.750s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.625 ( 41.750s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.44175e-12 (tol = 1e-10) r (rel) = 3.92155e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.625 ( 41.750s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
+ "current time: 0.5100000000000002\n",
+ "current time: 0.5200000000000002\n",
+ "current time: 0.5300000000000002\n",
+ "current time: 0.5400000000000003\n",
+ "current time: 0.5500000000000003\n",
+ "current time: 0.5600000000000003\n",
+ "current time: 0.5700000000000003\n",
+ "current time: 0.5800000000000003\n",
"current time: 0.5900000000000003\n",
"current time: 0.6000000000000003\n",
"current time: 0.6100000000000003\n",
@@ -674,7 +626,157 @@
"current time: 0.7100000000000004\n",
"current time: 0.7200000000000004\n",
"current time: 0.7300000000000004\n",
- "current time: 0.7400000000000004\n",
+ "current time: 0.7400000000000004\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "2025-02-06 17:06:09.632 ( 41.757s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.633 ( 41.758s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.633 ( 41.758s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.09158e-05 (tol = 1e-10) r (rel) = 0.00068977(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.634 ( 41.759s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.634 ( 41.760s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.54282e-12 (tol = 1e-10) r (rel) = 3.50252e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.634 ( 41.760s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.640 ( 41.765s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.641 ( 41.767s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.642 ( 41.767s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.01292e-05 (tol = 1e-10) r (rel) = 0.00066433(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.643 ( 41.768s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.643 ( 41.768s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.77042e-12 (tol = 1e-10) r (rel) = 3.12872e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.643 ( 41.768s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.649 ( 41.774s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.650 ( 41.775s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.650 ( 41.775s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 9.40085e-06 (tol = 1e-10) r (rel) = 0.000639887(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.651 ( 41.776s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.651 ( 41.776s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.10839e-12 (tol = 1e-10) r (rel) = 2.79645e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.651 ( 41.776s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.657 ( 41.782s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.658 ( 41.783s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.659 ( 41.784s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 8.72635e-06 (tol = 1e-10) r (rel) = 0.000616398(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.660 ( 41.785s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.660 ( 41.785s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.53874e-12 (tol = 1e-10) r (rel) = 2.49964e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.660 ( 41.785s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.666 ( 41.791s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.667 ( 41.792s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.668 ( 41.793s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 8.10153e-06 (tol = 1e-10) r (rel) = 0.000593823(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.668 ( 41.793s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.669 ( 41.794s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.04992e-12 (tol = 1e-10) r (rel) = 2.23552e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.669 ( 41.794s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.675 ( 41.800s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.676 ( 41.801s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.677 ( 41.802s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 7.52259e-06 (tol = 1e-10) r (rel) = 0.000572121(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.678 ( 41.803s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.678 ( 41.803s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.62832e-12 (tol = 1e-10) r (rel) = 1.99893e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.678 ( 41.803s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.684 ( 41.809s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.685 ( 41.810s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.685 ( 41.810s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.98606e-06 (tol = 1e-10) r (rel) = 0.000551256(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.686 ( 41.811s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.687 ( 41.812s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.26652e-12 (tol = 1e-10) r (rel) = 1.78847e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.687 ( 41.812s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.693 ( 41.818s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.694 ( 41.819s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.694 ( 41.819s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.4887e-06 (tol = 1e-10) r (rel) = 0.000531192(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.695 ( 41.820s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.696 ( 41.821s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.95496e-12 (tol = 1e-10) r (rel) = 1.60041e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.696 ( 41.821s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.702 ( 41.827s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.703 ( 41.828s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.703 ( 41.828s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.02758e-06 (tol = 1e-10) r (rel) = 0.000511897(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.704 ( 41.829s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.704 ( 41.830s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.68696e-12 (tol = 1e-10) r (rel) = 1.43266e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.704 ( 41.830s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.710 ( 41.835s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.712 ( 41.837s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.712 ( 41.837s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.59996e-06 (tol = 1e-10) r (rel) = 0.000493337(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.713 ( 41.838s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.713 ( 41.838s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.45584e-12 (tol = 1e-10) r (rel) = 1.28254e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.713 ( 41.838s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.719 ( 41.844s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.720 ( 41.845s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.721 ( 41.846s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.20333e-06 (tol = 1e-10) r (rel) = 0.000475482(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.722 ( 41.847s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.722 ( 41.847s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.25696e-12 (tol = 1e-10) r (rel) = 1.14862e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.722 ( 41.847s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.728 ( 41.853s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.730 ( 41.855s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.730 ( 41.855s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.83538e-06 (tol = 1e-10) r (rel) = 0.000458303(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.731 ( 41.856s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.731 ( 41.856s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.08438e-12 (tol = 1e-10) r (rel) = 1.02779e-10(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.731 ( 41.856s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.738 ( 41.863s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.739 ( 41.864s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.739 ( 41.865s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.49397e-06 (tol = 1e-10) r (rel) = 0.000441773(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.740 ( 41.865s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.741 ( 41.866s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 9.35968e-13 (tol = 1e-10) r (rel) = 9.2009e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.741 ( 41.866s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.747 ( 41.872s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.748 ( 41.873s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.749 ( 41.874s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.17714e-06 (tol = 1e-10) r (rel) = 0.000425865(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.750 ( 41.875s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.750 ( 41.875s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.08776e-13 (tol = 1e-10) r (rel) = 8.24558e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.750 ( 41.875s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.756 ( 41.881s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.758 ( 41.883s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.758 ( 41.883s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.88306e-06 (tol = 1e-10) r (rel) = 0.000410553(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.759 ( 41.884s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.759 ( 41.885s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.98956e-13 (tol = 1e-10) r (rel) = 7.39001e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.759 ( 41.885s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.766 ( 41.891s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.767 ( 41.892s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.767 ( 41.892s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.61006e-06 (tol = 1e-10) r (rel) = 0.000395815(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.768 ( 41.893s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.769 ( 41.894s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.04197e-13 (tol = 1e-10) r (rel) = 6.62454e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.769 ( 41.894s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.775 ( 41.900s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.776 ( 41.901s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.777 ( 41.902s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.3566e-06 (tol = 1e-10) r (rel) = 0.000381626(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.778 ( 41.903s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.778 ( 41.903s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.22405e-13 (tol = 1e-10) r (rel) = 5.93944e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.778 ( 41.903s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.784 ( 41.909s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.786 ( 41.911s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.786 ( 41.911s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.12123e-06 (tol = 1e-10) r (rel) = 0.000367965(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.787 ( 41.912s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.787 ( 41.912s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.51078e-13 (tol = 1e-10) r (rel) = 5.3178e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.787 ( 41.912s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.794 ( 41.919s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.795 ( 41.920s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.796 ( 41.921s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.90263e-06 (tol = 1e-10) r (rel) = 0.00035481(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.797 ( 41.922s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.797 ( 41.922s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.90054e-13 (tol = 1e-10) r (rel) = 4.76792e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.797 ( 41.922s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.803 ( 41.928s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.805 ( 41.930s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.805 ( 41.930s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.69959e-06 (tol = 1e-10) r (rel) = 0.000342143(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.806 ( 41.931s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.806 ( 41.931s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.37643e-13 (tol = 1e-10) r (rel) = 4.27925e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.806 ( 41.931s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.812 ( 41.937s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.814 ( 41.939s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.814 ( 41.939s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.51096e-06 (tol = 1e-10) r (rel) = 0.000329943(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.815 ( 41.940s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.815 ( 41.940s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.91604e-13 (tol = 1e-10) r (rel) = 3.8317e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.815 ( 41.940s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.822 ( 41.947s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.823 ( 41.948s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.823 ( 41.948s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.33571e-06 (tol = 1e-10) r (rel) = 0.000318192(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.824 ( 41.949s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.824 ( 41.949s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.52549e-13 (tol = 1e-10) r (rel) = 3.44045e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.824 ( 41.949s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.830 ( 41.955s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.831 ( 41.956s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.832 ( 41.957s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.17287e-06 (tol = 1e-10) r (rel) = 0.000306873(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.833 ( 41.958s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.833 ( 41.958s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.1903e-13 (tol = 1e-10) r (rel) = 3.09335e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.833 ( 41.958s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
"current time: 0.7500000000000004\n",
"current time: 0.7600000000000005\n",
"current time: 0.7700000000000005\n",
@@ -706,132 +808,42 @@
"name": "stderr",
"output_type": "stream",
"text": [
- "2025-02-04 12:00:09.720 ( 99.781s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.721 ( 99.782s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.722 ( 99.782s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 6.02758e-06 (tol = 1e-10) r (rel) = 0.000511897(tol = 0.0001)\n",
- "2025-02-04 12:00:09.722 ( 99.783s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.723 ( 99.784s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.68696e-12 (tol = 1e-10) r (rel) = 1.43266e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.723 ( 99.784s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.729 ( 99.789s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.730 ( 99.790s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.730 ( 99.790s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.59996e-06 (tol = 1e-10) r (rel) = 0.000493337(tol = 0.0001)\n",
- "2025-02-04 12:00:09.730 ( 99.791s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.731 ( 99.791s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.45584e-12 (tol = 1e-10) r (rel) = 1.28254e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.731 ( 99.791s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.735 ( 99.796s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.736 ( 99.797s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.737 ( 99.797s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 5.20333e-06 (tol = 1e-10) r (rel) = 0.000475482(tol = 0.0001)\n",
- "2025-02-04 12:00:09.738 ( 99.798s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.738 ( 99.798s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.25696e-12 (tol = 1e-10) r (rel) = 1.14862e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.738 ( 99.798s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.744 ( 99.804s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.745 ( 99.805s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.745 ( 99.805s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.83538e-06 (tol = 1e-10) r (rel) = 0.000458303(tol = 0.0001)\n",
- "2025-02-04 12:00:09.746 ( 99.806s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.746 ( 99.806s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.08438e-12 (tol = 1e-10) r (rel) = 1.02779e-10(tol = 0.0001)\n",
- "2025-02-04 12:00:09.746 ( 99.806s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.751 ( 99.811s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.751 ( 99.812s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.752 ( 99.812s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.49397e-06 (tol = 1e-10) r (rel) = 0.000441773(tol = 0.0001)\n",
- "2025-02-04 12:00:09.752 ( 99.813s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.753 ( 99.813s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 9.35968e-13 (tol = 1e-10) r (rel) = 9.2009e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.753 ( 99.813s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.758 ( 99.819s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.759 ( 99.819s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.759 ( 99.820s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 4.17714e-06 (tol = 1e-10) r (rel) = 0.000425865(tol = 0.0001)\n",
- "2025-02-04 12:00:09.760 ( 99.820s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.760 ( 99.821s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 8.08776e-13 (tol = 1e-10) r (rel) = 8.24558e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.760 ( 99.821s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.765 ( 99.826s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.766 ( 99.827s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.766 ( 99.827s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.88306e-06 (tol = 1e-10) r (rel) = 0.000410553(tol = 0.0001)\n",
- "2025-02-04 12:00:09.767 ( 99.828s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.767 ( 99.828s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.98956e-13 (tol = 1e-10) r (rel) = 7.39001e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.767 ( 99.828s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.772 ( 99.833s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.774 ( 99.834s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.774 ( 99.835s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.61006e-06 (tol = 1e-10) r (rel) = 0.000395815(tol = 0.0001)\n",
- "2025-02-04 12:00:09.775 ( 99.835s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.775 ( 99.836s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 6.04197e-13 (tol = 1e-10) r (rel) = 6.62454e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.775 ( 99.836s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.780 ( 99.841s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.781 ( 99.842s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.782 ( 99.842s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.3566e-06 (tol = 1e-10) r (rel) = 0.000381626(tol = 0.0001)\n",
- "2025-02-04 12:00:09.782 ( 99.843s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.783 ( 99.843s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 5.22405e-13 (tol = 1e-10) r (rel) = 5.93944e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.783 ( 99.843s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.788 ( 99.848s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.789 ( 99.849s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.789 ( 99.850s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 3.12123e-06 (tol = 1e-10) r (rel) = 0.000367965(tol = 0.0001)\n",
- "2025-02-04 12:00:09.790 ( 99.850s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.790 ( 99.851s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 4.51078e-13 (tol = 1e-10) r (rel) = 5.3178e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.790 ( 99.851s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.795 ( 99.856s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.796 ( 99.857s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.796 ( 99.857s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.90263e-06 (tol = 1e-10) r (rel) = 0.00035481(tol = 0.0001)\n",
- "2025-02-04 12:00:09.797 ( 99.858s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.797 ( 99.858s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.90054e-13 (tol = 1e-10) r (rel) = 4.76792e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.797 ( 99.858s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.802 ( 99.862s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.803 ( 99.863s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.803 ( 99.864s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.69959e-06 (tol = 1e-10) r (rel) = 0.000342143(tol = 0.0001)\n",
- "2025-02-04 12:00:09.804 ( 99.864s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.804 ( 99.865s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 3.37643e-13 (tol = 1e-10) r (rel) = 4.27925e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.804 ( 99.865s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.809 ( 99.870s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.810 ( 99.871s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.810 ( 99.871s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.51096e-06 (tol = 1e-10) r (rel) = 0.000329943(tol = 0.0001)\n",
- "2025-02-04 12:00:09.811 ( 99.872s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.811 ( 99.872s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.91604e-13 (tol = 1e-10) r (rel) = 3.8317e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.811 ( 99.872s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.816 ( 99.877s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.817 ( 99.878s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.817 ( 99.878s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.33571e-06 (tol = 1e-10) r (rel) = 0.000318192(tol = 0.0001)\n",
- "2025-02-04 12:00:09.818 ( 99.879s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.818 ( 99.879s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.52549e-13 (tol = 1e-10) r (rel) = 3.44045e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.818 ( 99.879s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.823 ( 99.884s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.824 ( 99.885s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.825 ( 99.885s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.17287e-06 (tol = 1e-10) r (rel) = 0.000306873(tol = 0.0001)\n",
- "2025-02-04 12:00:09.825 ( 99.886s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.826 ( 99.886s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 2.1903e-13 (tol = 1e-10) r (rel) = 3.09335e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.826 ( 99.886s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.831 ( 99.891s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.831 ( 99.892s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.832 ( 99.892s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.02153e-06 (tol = 1e-10) r (rel) = 0.000295969(tol = 0.0001)\n",
- "2025-02-04 12:00:09.832 ( 99.893s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.833 ( 99.893s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.88749e-13 (tol = 1e-10) r (rel) = 2.76345e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.833 ( 99.893s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.837 ( 99.898s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.838 ( 99.899s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.839 ( 99.899s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.88088e-06 (tol = 1e-10) r (rel) = 0.000285464(tol = 0.0001)\n",
- "2025-02-04 12:00:09.840 ( 99.900s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.840 ( 99.900s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.63972e-13 (tol = 1e-10) r (rel) = 2.48863e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.840 ( 99.900s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.845 ( 99.905s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.846 ( 99.906s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.846 ( 99.907s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.75013e-06 (tol = 1e-10) r (rel) = 0.000275342(tol = 0.0001)\n",
- "2025-02-04 12:00:09.847 ( 99.907s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.847 ( 99.908s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.41359e-13 (tol = 1e-10) r (rel) = 2.22395e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.847 ( 99.908s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.852 ( 99.912s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.853 ( 99.913s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.853 ( 99.913s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.62859e-06 (tol = 1e-10) r (rel) = 0.00026559(tol = 0.0001)\n",
- "2025-02-04 12:00:09.854 ( 99.914s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.854 ( 99.914s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.22237e-13 (tol = 1e-10) r (rel) = 1.99343e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.854 ( 99.914s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.859 ( 99.920s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.860 ( 99.921s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.860 ( 99.921s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.51559e-06 (tol = 1e-10) r (rel) = 0.000256192(tol = 0.0001)\n",
- "2025-02-04 12:00:09.861 ( 99.922s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.861 ( 99.922s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.06517e-13 (tol = 1e-10) r (rel) = 1.80054e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.861 ( 99.922s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
- "2025-02-04 12:00:09.866 ( 99.927s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.867 ( 99.928s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.867 ( 99.928s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.41052e-06 (tol = 1e-10) r (rel) = 0.000247134(tol = 0.0001)\n",
- "2025-02-04 12:00:09.868 ( 99.929s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
- "2025-02-04 12:00:09.868 ( 99.929s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 9.14656e-14 (tol = 1e-10) r (rel) = 1.60255e-11(tol = 0.0001)\n",
- "2025-02-04 12:00:09.868 ( 99.929s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
+ "2025-02-06 17:06:09.839 ( 41.964s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.840 ( 41.965s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.840 ( 41.966s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 2.02153e-06 (tol = 1e-10) r (rel) = 0.000295969(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.841 ( 41.966s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.842 ( 41.967s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.88749e-13 (tol = 1e-10) r (rel) = 2.76345e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.842 ( 41.967s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.848 ( 41.973s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.849 ( 41.974s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.849 ( 41.974s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.88088e-06 (tol = 1e-10) r (rel) = 0.000285464(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.850 ( 41.975s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.851 ( 41.976s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.63972e-13 (tol = 1e-10) r (rel) = 2.48863e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.851 ( 41.976s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.856 ( 41.981s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.858 ( 41.983s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.858 ( 41.983s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.75013e-06 (tol = 1e-10) r (rel) = 0.000275342(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.859 ( 41.984s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.859 ( 41.984s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.41359e-13 (tol = 1e-10) r (rel) = 2.22395e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.859 ( 41.984s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.865 ( 41.990s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.866 ( 41.991s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.867 ( 41.992s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.62859e-06 (tol = 1e-10) r (rel) = 0.00026559(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.868 ( 41.993s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.868 ( 41.993s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.22237e-13 (tol = 1e-10) r (rel) = 1.99343e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.868 ( 41.993s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.874 ( 41.999s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.875 ( 42.000s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.875 ( 42.001s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.51559e-06 (tol = 1e-10) r (rel) = 0.000256192(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.876 ( 42.002s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.877 ( 42.002s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 1.06517e-13 (tol = 1e-10) r (rel) = 1.80054e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.877 ( 42.002s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n",
+ "2025-02-06 17:06:09.883 ( 42.008s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.884 ( 42.009s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.884 ( 42.009s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 2: r (abs) = 1.41052e-06 (tol = 1e-10) r (rel) = 0.000247134(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.885 ( 42.010s) [main ] petsc.cpp:700 INFO| PETSc Krylov solver starting to solve system.\n",
+ "2025-02-06 17:06:09.886 ( 42.011s) [main ] NewtonSolver.cpp:38 INFO| Newton iteration 3: r (abs) = 9.14656e-14 (tol = 1e-10) r (rel) = 1.60255e-11(tol = 0.0001)\n",
+ "2025-02-06 17:06:09.886 ( 42.011s) [main ] NewtonSolver.cpp:252 INFO| Newton solver finished in 3 iterations and 3 linear solver iterations.\n"
]
}
],
@@ -841,7 +853,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
@@ -850,7 +862,7 @@
"(100, 513)"
]
},
- "execution_count": 14,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -872,7 +884,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -881,7 +893,7 @@
"(array([0.01]), array([-9.09951924]))"
]
},
- "execution_count": 15,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -893,12 +905,12 @@
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": "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",
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAABBwAAAFYCAYAAADwau/YAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAARktJREFUeJzt3XtclGX+//H3AMMAJp4w1ETR0rQsLVhLzSw3MLM0O+nWr7TQjSVNZdeStRKslS3NtRNmZZqblZ20g5bMrmZqtalpVlbmIbHEFNtEJYcB7t8fLnwjkBjmGmZgXs/Hw8c2N9d1zWfeWHPtZ+77HptlWZYAAAAAAAAMCvF3AQAAAAAAoPGh4QAAAAAAAIyj4QAAAAAAAIyj4QAAAAAAAIyj4QAAAAAAAIyj4QAAAAAAAIyj4QAAAAAAAIyj4QAAAAAAAIwL83cBgaKsrEz79u1T06ZNZbPZ/F0OAAD1yrIsHTlyRO3atVNICJ9H1IQ9AwAgmHmyZ6Dh8D/79u1TXFycv8sAAMCv9u7dq/bt2/u7jIDGngEAgNrtGWg4/E/Tpk0lnQgtOjrayJput1u5ublKTk6W3W43smYwIkfvkaEZ5GgGOZphOsfCwkLFxcVVvB/i5NgzBCYyNIMczSBHM8jRDH/uGWg4/E/5KZHR0dFGNw9RUVGKjo7mXxAvkKP3yNAMcjSDHM3wVY5cIvDb2DMEJjI0gxzNIEczyNEMf+4ZuEgTAAAAAAAYR8MBAAAAAAAYR8MBAAAAAAAYxz0cAAB1UlZWpuLiYo/nud1uhYWF6fjx4yotLfVBZcGhLjmGh4fzlZcAAKDe0HAAAHisuLhYu3fvVllZmcdzLctSmzZttHfvXm5Q6IW65BgSEqJOnTopPDzcx9UBAAAEaMPh/fff18yZM7Vp0ybl5+dr6dKluvrqq2ucs2bNGqWnp+uLL75Qu3btdNdddyk1NbV+CgaAIGJZlvLz8xUaGqq4uDiPPzEvKyvT0aNHdcopp/Bpuxc8zbGsrEz79u1Tfn6+OnToQLMHAAD4XEA2HI4dO6aePXvq1ltv1bXXXvub43fv3q0rrrhCY8eO1fPPP6/169crLS1NrVu3rtV8AEDtlZSUqKioSO3atVNUVJTH88svxYiIiKDh4IW65Ni6dWvt27dPJSUlfL0YAADwuYBsOAwePFiDBw+u9fgnn3xSHTp00Jw5cyRJ3bt318aNGzVr1iwaDgBgWPn9Ajgtv+Ep/52VlpbScAAAAD4XkA0HT3344YdKTk6udGzQoEGaP3++3G53tZsql8sll8tV8biwsFDSiZtwud1uI3WVr2NqvWBFjt4jQzPI8QS32y3LsmRZVp3v4VD+v3WZjxPqkmP5783tdis0NLTSz4Ll7/Xf/vY3LV++XFu2bFF4eLh++uknf5cEAECj1SgaDvv371dsbGylY7GxsSopKVFBQYHatm1bZU52draysrKqHM/Nza3TKcI1cTqdRtcLVuToPTI0I9hzDAsLU5s2bXT06NE6fUtFuSNHjhisKnh5kmNxcbF+/vlnvf/++yopKan0s6KiItOlBaTi4mJdf/316tOnj+bPn+/vcgAAaNQaRcNBUpWbX5V/8nOym2JlZGQoPT294nFhYaHi4uKUnJys6OhoIzW53W45nU4lJSVx6qoXyNF7ZGgGOZ5w/Phx7d27V6eccooiIiI8nm9Zlo4cOaKmTZty40Iv1CXH48ePKzIyUhdffHGV3135mX6NXfmHDQsXLvRvIQAABIFG0XBo06aN9u/fX+nYgQMHFBYWplatWlU7x+FwyOFwVDlut9uN/x8JX6wZjMjRe2RoRrDnWFpaKpvNppCQkDrd9LH89P/yNYJBTk6OZs6cqfz8fJ199tmaM2eO+vfv79W8srIyPfPMM3riiSdqvW5ISIhsNlu1f4eD+e/0b+EyzIaBDM0gRzPI0QxyNMN0jp6s0ygaDn369NFbb71V6Vhubq4SExPZQAEA/GrJkiWaOHGicnJy1K9fP82bN0+DBw/Wtm3b1KFDhzrPW7Jkif7617/q8ccfV//+/Wu9LjzHZZgNCxmaQY5mkKMZ5GiGqRw9uQwzIBsOR48e1Y4dOyoe7969W1u2bFHLli3VoUMHZWRk6Pvvv9eiRYskSampqXr88ceVnp6usWPH6sMPP9T8+fP14osv+uslAAAC0NChQ6s0qMu98cYbGjp0qPHnnD17tlJSUjRmzBhJ0pw5c7Ry5UrNnTtX2dnZdZ43Z84c/b//9/80ZswYhYSE1HrdxigzM7PahsAvbdiwQYmJiXVan8swGwYyNIMczSBHM8jRDNM5enIZZkA2HDZu3KhLL7204nH5m/yoUaO0cOFC5efnKy8vr+LnnTp10ooVKzRp0iQ98cQTateunR599FG+EhMA6oFlWR51usvKynTs2DGFhoZ6fUlFVFSUR/eBWLBggdxut44ePaouXbpoxYoVOu+88yRJMTExlcbOmDFDM2bMqHG9d955p8ZLGIqLi7Vp0yZNmTKl0vHk5GR98MEHdZ5X/vPx48d7tG5jNW7cOI0cObLGMfHx8XVen8swGxYyNIMczSBHM8jRDFM5erJGQDYcLrnkkoqbPlanuhs9DRgwQJ988okPqwIAVKeoqEinnHKKX5776NGjatKkSa3Hl9/X58MPP5TNZtNFF12kpk2bVjs2NTVVN9xwQ43rnXbaaTX+vKCgQKWlpdV+k9Kv7z3kybzyn7du3dqjdRurmJiYKg0jAADgfwHZcAAAwJe2bt2q+Pj4kzYbJKlly5Zq2bKlkeer7puUanNmxm/Nq+u6wSwvL08//vij8vLyVFpaqi1btkiSzjjjDL81zgAAaKxoOAAAvBIVFaWjR4/WenxZWZkKCwsVHR1t5JKKuti6davOPffcGseYuKQiJiZGoaGh1X6T0q/PXvBkXvnPDxw44NG6kO677z4999xzFY/LL6lZvXq1LrnkEj9VBQBA40TDAQDgFZvN5tFlDWVlZSotLVWTJk389rWY3377rXr06FHjGBOXVISHhyshIUFOp1PDhw+vOO50OjVs2LA6zyv/+erVq3XjjTfWel2cuCyzukszAQCAeTQcAABBp6ysTHv27NF3332n0047rdrLEExdUpGenq6bb75ZiYmJ6tOnj5566inl5eUpNTW1Yszjjz+upUuX6t///net502cOFGjRo1Snz591K9fv2rXBQAA8CcaDgCAoHPnnXfqj3/8o7p166bCwkKf3vdgxIgROnTokKZPn678/Hz16NFDK1asUMeOHSvGFBQUaOfOnR7NGzFihL7//ns98MADJ10XAADAn2g4AACCzuDBg7V37956e760tDSlpaWd9OeZmZnKzMz0eN6YMWOUnp7ut0tTAAAAasIOBQAAAAAAGEfDAQAAAAAAGEfDAQAAAAAAGEfDAQAAAAAAGEfDAQBQJ5Zl+bsEeIjfGQAAqE80HAAAHgkNDZUkFRcX+7kSeKr8d1b+OwQAAPAlvhYTAOCRsLAwRUVF6eDBg7Lb7R5/JWNZWZmKi4t1/Phxvs7RC57mWFZWpoMHDyoqKkphYbz9AwAA32PHAQDwiM1mU9u2bbV7927t2bPH4/mWZennn39WZGSkbDabDyoMDnXJMSQkRB06dCB3AABQL2g4AAA8Fh4eri5dutTpsgq32633339fF198sex2uw+qCw51yTE8PJyzSgAAQL2h4QAAqJOQkBBFRER4PC80NFQlJSWKiIig4eAFcgQAAIGOjzkAAAAAAIBxNBwAAAAAAIBxNBwAAAAAAIBxNBwAAAAAAIBxNBwAAAAAAIBxNBwAAAAAAIBxNBwAAEBQ+Pbbb5WSkqJOnTopMjJSp59+uqZNm6bi4mJ/lwYAQKMU5u8CAAAA6sNXX32lsrIyzZs3T2eccYY+//xzjR07VseOHdOsWbP8XR4AAI0ODQcAABAULr/8cl1++eUVjzt37qyvv/5ac+fOpeEAAIAP0HAAAABB6/Dhw2rZsmWNY1wul1wuV8XjwsJCSZLb7Zbb7TZSR/k6ptYLRmRoBjmaQY5mkKMZpnP0ZB0aDgAAICjt3LlTjz32mB5++OEax2VnZysrK6vK8dzcXEVFRRmtyel0Gl0vGJGhGeRoBjmaQY5mmMqxqKio1mNpOAAAgAYtMzOz2obAL23YsEGJiYkVj/ft26fLL79c119/vcaMGVPj3IyMDKWnp1c8LiwsVFxcnJKTkxUdHe1d8f/jdrvldDqVlJQku91uZM1gQ4ZmkKMZ5GgGOZphOsfyM/1qg4YDAABo0MaNG6eRI0fWOCY+Pr7in/ft26dLL71Uffr00VNPPfWb6zscDjkcjirH7Xa78Q2wL9YMNmRoBjmaQY5mkKMZpnL0ZA0aDgAAoEGLiYlRTExMrcZ+//33uvTSS5WQkKAFCxYoJIRvCAcAwFdoOAAAgKCwb98+XXLJJerQoYNmzZqlgwcPVvysTZs2fqwMAIDGiYYDAAAICrm5udqxY4d27Nih9u3bV/qZZVl+qgoAgMaL8wgBAEBQGD16tCzLqvYPAAAwj4YDAAAAAAAwjoYDAAAAAAAwjoYDAAAAAAAwjoYDAAAAAAAwjoYDAAAAAAAwLmAbDjk5OerUqZMiIiKUkJCgtWvX1jh+8eLF6tmzp6KiotS2bVvdeuutOnToUD1VCwAAAAAAfikgGw5LlizRxIkTNXXqVG3evFn9+/fX4MGDlZeXV+34devW6ZZbblFKSoq++OILvfLKK9qwYYPGjBlTz5UDAAAAAAApQBsOs2fPVkpKisaMGaPu3btrzpw5iouL09y5c6sd/9FHHyk+Pl533nmnOnXqpIsuuki33367Nm7cWM+VAwAAAAAAKQAbDsXFxdq0aZOSk5MrHU9OTtYHH3xQ7Zy+ffvqu+++04oVK2RZln744Qe9+uqrGjJkSH2UDAAAAAAAfiXM3wX8WkFBgUpLSxUbG1vpeGxsrPbv31/tnL59+2rx4sUaMWKEjh8/rpKSEg0dOlSPPfbYSZ/H5XLJ5XJVPC4sLJQkud1uud1uA69EFeuYWi9YkaP3yNAMcjSDHM0wnSO/DwAAYFrANRzK2Wy2So8ty6pyrNy2bdt055136r777tOgQYOUn5+vyZMnKzU1VfPnz692TnZ2trKysqocz83NVVRUlPcv4BecTqfR9YIVOXqPDM0gRzPI0QxTORYVFRlZBwAAoFzANRxiYmIUGhpa5WyGAwcOVDnroVx2drb69eunyZMnS5LOPfdcNWnSRP3799cDDzygtm3bVpmTkZGh9PT0iseFhYWKi4tTcnKyoqOjjbwWt9stp9OppKQk2e12I2sGI3L0HhmaQY5mkKMZpnMsP9MPAADAlIBrOISHhyshIUFOp1PDhw+vOO50OjVs2LBq5xQVFSksrPJLCQ0NlXTizIjqOBwOORyOKsftdrvxDbAv1gxG5Og9MjSDHM0gRzNM5cjvAgAAmBZwN42UpPT0dD3zzDN69tln9eWXX2rSpEnKy8tTamqqpBNnJ9xyyy0V46+66iq9/vrrmjt3rnbt2qX169frzjvvVO/evdWuXTt/vQwAAAAAAIJWwJ3hIEkjRozQoUOHNH36dOXn56tHjx5asWKFOnbsKEnKz89XXl5exfjRo0fryJEjevzxx/XnP/9ZzZs318CBA/Xggw/66yUAAAAAABDUArLhIElpaWlKS0ur9mcLFy6scmz8+PEaP368j6sCAAAAAAC1EZCXVAAAAAAAgIaNhgMAAAAAADCOhgMAAAAAADCOhgMAAAgaQ4cOVYcOHRQREaG2bdvq5ptv1r59+/xdFgAAjRINBwAAEDQuvfRSvfzyy/r666/12muvaefOnbruuuv8XRYAAI1SwH5LBQAAgGmTJk2q+OeOHTtqypQpuvrqq+V2u2W32/1YGQAAjQ8NBwAAEJR+/PFHLV68WH379q2x2eByueRyuSoeFxYWSpLcbrfcbreRWsrXMbVeMCJDM8jRDHI0gxzNMJ2jJ+vQcAAAAEHl7rvv1uOPP66ioiJdeOGFevvtt2scn52draysrCrHc3NzFRUVZbQ2p9NpdL1gRIZmkKMZ5GgGOZphKseioqJaj6XhAAAAGrTMzMxqGwK/tGHDBiUmJkqSJk+erJSUFO3Zs0dZWVm65ZZb9Pbbb8tms1U7NyMjQ+np6RWPCwsLFRcXp+TkZEVHRxt5DW63W06nU0lJSVzaUUdkaAY5mkGOZpCjGaZzLD/TrzZoOAAAgAZt3LhxGjlyZI1j4uPjK/45JiZGMTEx6tq1q7p37664uDh99NFH6tOnT7VzHQ6HHA5HleN2u934BtgXawYbMjSDHM0gRzPI0QxTOXqyBg0HAADQoJU3EOrCsixJqnSPBgAAYAYNBwAAEBQ+/vhjffzxx7rooovUokUL7dq1S/fdd59OP/30k57dAAAA6i7E3wUAAADUh8jISL3++uv6/e9/rzPPPFO33XabevTooTVr1lR7yQQAAPAOZzgAAICgcM4552jVqlX+LgMAgKBBwwEAABixaNEiY2vdcsstxtYCAAD+QcMBAAAYMXr06JN+taSnaDgAANDw0XAAAADG9OzZU8OGDavz/GXLlmnr1q0GKwIAAP5CwwEAABjTq1cvTZs2rc7zv/32WxoOAAA0EnxLBQAAMCI6OlpRUVFerREZGano6GhDFQEAAH/iDAcAAGDETz/95PUaOTk5ysnJ8b4YAADgd5zhAAAAAAAAjKPhAAAAAAAAjKPhAAAA6s0bb7yh6dOn+7sMAABQD2g4AACAerNs2TJlZWX5uwwAAFAPaDgAAAAAAADjaDgAAAAAAADjaDgAAAAAAADjaDgAAIB6Y1mWLMvydxkAAKAe0HAAAAD1ZuHChSorK/N3GQAAoB7QcAAAAAAAAMbRcAAAAEYUFhbq+PHjXq1x/PhxFRYWGqoIAAD4Ew0HAABgRIsWLXTHHXd4tcaf/vQntWzZ0lBFAADAn2g4AAAAI0zdEJKbSgIA0DiE+bsAAADQeKxbt0633XabV/Prg8vl0gUXXKBPP/1UmzdvVq9everleQEACCY0HAAAgDE7duzQjh07vFrDZrMZqubk7rrrLrVr106ffvqpz58LAIBgRcMBAAAYsXr1an+XUCvvvPOOcnNz9dprr+mdd97xdzkAADRaNBwAAIARAwYM8HcJv+mHH37Q2LFjtWzZMkVFRdVqjsvlksvlqnhc/i0abrdbbrfbSF3l65haLxiRoRnkaAY5mkGOZpjO0ZN1aDgAAICgYFmWRo8erdTUVCUmJurbb7+t1bzs7GxlZWVVOZ6bm1vrpkVtOZ1Oo+sFIzI0gxzNIEczyNEMUzkWFRXVemzANhxycnI0c+ZM5efn6+yzz9acOXPUv3//k453uVyaPn26nn/+ee3fv1/t27fX1KlTvbpxFQAACHyZmZnVNgR+acOGDfrggw9UWFiojIwMj9bPyMhQenp6xePCwkLFxcUpOTlZ0dHRdar519xut5xOp5KSkmS3242sGWzI0AxyNIMczSBHM0znWH6mX20EZMNhyZIlmjhxonJyctSvXz/NmzdPgwcP1rZt29ShQ4dq59xwww364YcfNH/+fJ1xxhk6cOCASkpK6rlyAABQ38aNG6eRI0fWOCY+Pl4PPPCAPvroIzkcjko/S0xM1E033aTnnnuu2rkOh6PKHEmy2+3GN8C+WDPYkKEZ5GgGOZpBjmaYytGTNQKy4TB79mylpKRozJgxkqQ5c+Zo5cqVmjt3rrKzs6uMf/fdd7VmzRrt2rVLLVu2lHRiYwEAABq/mJgYxcTE/Oa4Rx99VA888EDF43379mnQoEFasmSJLrjgAl+WCABAUArxdwG/VlxcrE2bNik5ObnS8eTkZH3wwQfVznnzzTeVmJiohx56SKeddpq6du2qv/zlL/r555/ro2QAANAAdOjQQT169Kj407VrV0nS6aefrvbt2/u5OgAAGp+AO8OhoKBApaWlio2NrXQ8NjZW+/fvr3bOrl27tG7dOkVERGjp0qUqKChQWlqafvzxRz377LPVzuGO0w0HOXqPDM0gRzPI0Qx/3nEaAACgNgKu4VDOZrNVemxZVpVj5crKymSz2bR48WI1a9ZM0onLMq677jo98cQTioyMrDKHO043POToPTI0gxzNIEcz/HHH6cYiPj5elmX5uwwAABqtgGs4xMTEKDQ0tMrZDAcOHKhy1kO5tm3b6rTTTqtoNkhS9+7dZVmWvvvuO3Xp0qXKHO443XCQo/fI0AxyNIMczfDnHacBAABqI+AaDuHh4UpISJDT6dTw4cMrjjudTg0bNqzaOf369dMrr7yio0eP6pRTTpEkbd++XSEhISe9JpM7Tjc85Og9MjSDHM0gRzP8ccdpT7ndbn399dc6ePCgDh8+rGbNmql169Y688wz+TsAAEAjFnANB0lKT0/XzTffrMTERPXp00dPPfWU8vLylJqaKunE2Qnff/+9Fi1aJEm68cYbdf/99+vWW29VVlaWCgoKNHnyZN12223VXk4BAAB86+DBg1q4cKGWL1+ujz/+uNJ9k8pFRESod+/eGjJkiEaNGqXWrVv7oVIAAOArtWo4dO7c2ciT2Ww27dy58zfHjRgxQocOHdL06dOVn5+vHj16aMWKFerYsaMkKT8/X3l5eRXjTznlFDmdTo0fP16JiYlq1aqVbrjhhkpffQUAAHzvm2++0X333aelS5equLhY0onLJRMSEtSyZUtFR0fr8OHD+u9//6uvvvpKa9as0Zo1a3TPPffommuu0fTp03XGGWf4+VUAAAATatVw+Pbbb4082clu+lidtLQ0paWlVfuzhQsXVjnWrVs3bkAGAIAfjR8/Xk899ZRKS0t16aWX6sYbb9Qll1yiTp06nXTOrl27tHr1ar3wwgt6+eWX9dprr+mPf/yjHnvssXqsHAAA+EJIbQeOHj1aZWVldf4zatQoX74OAADgZ/Pnz9ef/vQn5eXlyel06tZbb62x2SCdOIsyJSVF//73v7Vnzx6lpqae9CutAQBAwxKQ93AAAAANz65du9SmTZs6zz/ttNP0yCOPKCMjw2BVAADAX2rVcPjHP/6hs846y6snuvHGG9WrVy+v1gAAAIHLm2aDL9YBAAD+VauGw4QJE7x+oqSkJCUlJXm9DgAAAAAACHy1vocDAACAL7zzzjsVX3UNAAAaD2MNhzfeeEPTp083tRwAAAgS06dP16233urvMgAAgGHGGg7Lli1TVlaWqeUAAAAAAEADxiUVAAAAAADAOL4WEwAAGBEVFVWneS6Xy3AlAAAgENBwAAAARhw/frzOc202m8FKAABAIDB2SYVlWbIsy9RyAACggWnXrp1sNpt++OEHlZWV1frPBRdc4O/SAQCADxhrOCxcuFBlZWWmlgMAAA1MeeNg48aNfq4EAAAEAm4aCQAAjOjdu7csy9LHH3/s0TzOkAQAoHHiHg4AAMCIpKQkffTRRx7fPPK+++7TwYMHfVQVAADwl1qd4dCyZUuNHz/eqye644471KpVK6/WAAAAgev888/X0qVLNXnyZI/mXXHFFRo1apSPqqosPj5eNput0p8pU6bUy3MDABBsanWGw08//aRjx4559URFRUX66aefvFoDAADAW9OnT9fYsWMrHp9yyil+rAYAgMar1pdUbNmyRdOnT6/zE23ZsqXOcwEAAExp2rSp2rRp4+8yAABo9DxqOHjbNOA7tgEAgL89+OCDuv/++xUXF6frr79ekydPVnh4+EnHu1wuuVyuiseFhYWSJLfbLbfbbaSm8nVMrReMyNAMcjSDHM0gRzNM5+jJOrVqOCxYsKDOxQAAAASKCRMm6Pzzz1eLFi308ccfKyMjQ7t379Yzzzxz0jnZ2dnKysqqcjw3N9fjG2T+FqfTaXS9YESGZpCjGeRoBjmaYSrHoqKiWo+tVcOhvm7kBAAA4KnMzMxqGwK/tGHDBiUmJmrSpEkVx84991y1aNFC1113nR588MGT3tw6IyND6enpFY8LCwsVFxen5ORkRUdHG3kNbrdbTqdTSUlJstvtRtYMNmRoBjmaQY5mkKMZpnMsP9OvNvhaTAAA0KCNGzdOI0eOrHFMfHx8tccvvPBCSdKOHTtO2nBwOBxyOBxVjtvtduMbYF+sGWzI0AxyNIMczSBHM0zl6MkaNBwAAIBPvf/++2rTpo26du0qSdq+fbv279+viy++2Mj6MTExiomJqdPczZs3S5Latm1rpBYAAPB/QvxdAAAAaNwuueQSPfjggxWPs7Ozdemll9Z7HR9++KH+8Y9/aMuWLdq9e7defvll3X777Ro6dKg6dOhQ7/UAANDYcYYDAADwOcuy/F2CHA6HlixZoqysLLlcLnXs2FFjx47VXXfd5e/SAABolGg4AACAoHD++efro48+8ncZAAAEDS6pAAAAAAAAxtFwAAAAAAAAxnl1SUVpaal+/PFH2Ww2tWjRQqGhoabqAgAAAAAADZjHZzjs3btXU6ZMUc+ePRUREaE2bdooNjZWDodDPXv21JQpU5SXl+eLWgEAAAAAQAPhUcPh8ccfV7du3TRz5kx99tlnKi0tlWVZsixLZWVl+uyzzzRz5kydeeaZevTRR31VMwAAAAAACHC1bjg8+OCDmjBhglwul2644QYtW7ZMe/fu1fHjx/Xzzz8rLy9PS5cu1bXXXqvi4mJNmjRJ2dnZvqwdAAAAAAAEqFo1HL744gvdc889atmypdasWaMXX3xRQ4cO1fPPP6/BgwfL4XCoffv2GjZsmF5++WWtXr1azZo103333afPP//c168BAAAAAAAEmFo1HB599FGVlZVp8eLF6tevX8Xxr776Su+9916V8RdffLEWL16s0tJSPf7448aKBQAAAAAADUOtGg6rVq1S9+7dlZycXOuFBw8erO7du+tf//pXnYsDAAAAAAANU60aDvv27VOPHj08Xvycc85Rfn6+x/MAAEDjMWDAAHXr1q3icbdu3XTxxRf7sSIAAFAfwmozKDw8XC6Xy+PFXS6X7Ha7x/MAAEDjsXr16kqP7777bt19991+qgYAANSXWp3h0KlTJ3300UeyLKvWC5eVlenDDz9U586d61wcAAAAAABomGrVcLjiiit04MABzZo1q9LxmhoQs2bN0sGDBzVkyBDvKgQAAAAAAA1OrRoOEydOVNOmTZWRkaEZM2aotLRUkjR27Fg9++yzlcaWlpZqxowZysjIULNmzTRx4sQ6FZaTk6NOnTopIiJCCQkJWrt2ba3mrV+/XmFhYerVq1ednhcAAAAAAHivVg2HmJgYLVmyRKGhobr33nvVqVMn/fnPf9aePXt02mmnyel0avHixUpPT1enTp107733KiwsTC+99JJatWrlcVFLlizRxIkTNXXqVG3evFn9+/fX4MGDlZeXV+O8w4cP65ZbbtHvf/97j58TAAAAAACYU6ubRkrSoEGDtHbtWo0ePVpfffWV5syZU2VM+SUW3bp108KFC9W7d+86FTV79mylpKRozJgxkqQ5c+Zo5cqVmjt3rrKzs0867/bbb9eNN96o0NBQLVu2rE7PDQAAAAAAvFerMxzK9e7dW9u2bdPy5cuVlpamvn376swzz1TXrl3Vt29fpaWl6e2339YXX3xR52ZDcXGxNm3apOTk5ErHk5OT9cEHH5x03oIFC7Rz505NmzatTs8LAAC8k5KSIqfT6e8yAABAgKj1GQ6/NHjwYA0ePNh0LZKkgoIClZaWKjY2ttLx2NhY7d+/v9o533zzjaZMmaK1a9cqLKx2L8nlclX6qs/CwkJJktvtltvtrmP1lZWvY2q9YEWO3iNDM8jRDHI0w3SOJtZZsGCBjh8/rqSkJAMVAQCAhq5ODYf6YLPZKj22LKvKMenETSpvvPFGZWVlqWvXrrVePzs7W1lZWVWO5+bmKioqyvOCa8CnPWaQo/fI0AxyNIMczTCVY1FRkZF1yhv4v7RlyxY1bdpUp59+eo1z3W637Ha7kToAAID/BVzDISYmRqGhoVXOZjhw4ECVsx4k6ciRI9q4caM2b96scePGSZLKyspkWZbCwsKUm5urgQMHVpmXkZGh9PT0iseFhYWKi4tTcnKyoqOjjbwWt9stp9OppKQkNlBeIEfvkaEZ5GgGOZphOsfqGgV1sXfv3irHHn74Yb344os6fvx4tWciHjt2TEOHDtV7772nuLg4TZs2TbfeequReqqzfPlyTZ8+XVu3blWTJk108cUX6/XXX/fZ8wEAEKwCruEQHh6uhIQEOZ1ODR8+vOK40+nUsGHDqoyPjo7WZ599VulYTk6OVq1apVdffVWdOnWq9nkcDoccDkeV43a73fgG2BdrBiNy9B4ZmkGOZpCjGaZyNPW7+Oqrr+RyuSq9x/7000+yLEuHDx+u9turnnzySa1evVpt27aV3W7XmDFj1LRpU1133XVGavql1157TWPHjtWMGTM0cOBAWZZVZR8BAADMCLiGgySlp6fr5ptvVmJiovr06aOnnnpKeXl5Sk1NlXTi7ITvv/9eixYtUkhIiHr06FFp/qmnnqqIiIgqxwEAgG+53W4tX75c11xzTcWx3bt3S5K2b9+uPn36VJnz5ZdfymazaevWrWrevLkuueQSPfTQQ8YbDiUlJZowYYJmzpyplJSUiuNnnnmm0ecBAAAnBGTDYcSIETp06JCmT5+u/Px89ejRQytWrFDHjh0lSfn5+crLy/NzlQAA4NeaNGmiadOmafDgwYqMjNT333+vL7/8UpL073//u9qGw48//qiIiIiKsx+mTZumxYsXG6/tk08+0ffff6+QkBCdd9552r9/v3r16qVZs2bp7LPPPuk8bjTdMJChGeRoBjmaQY5m+PNG0wHZcJCktLQ0paWlVfuzhQsX1jg3MzNTmZmZ5osCAAA1GjJkiNauXas+ffpozJgxFfdGGDRokJ5++mmlp6dXuTnz1q1bK92n6bLLLtNll11mvLZdu3ZJOrFPmD17tuLj4/Xwww9rwIAB2r59u1q2bFntPG403bCQoRnkaAY5mkGOZvjjRtMB23AAAAANy7x58xQZGanx48dr6NChuvPOOyVJycnJys7OVkJCgv7whz/on//8Z8UNmt944w3t2rWr0iUYnsrMzKy2IfBLGzZsUFlZmSRp6tSpuvbaayWd+CrP9u3b65VXXtHtt99e7VxuNN0wkKEZ5GgGOZpBjmb480bTNBwAAIARY8eOrfjnXbt2adWqVbIsS1dccYUcDofuvvtuZWdnKz4+XpdccolsNpuWL18um82mUaNG1fl5x40bp5EjR9Y4Jj4+XkeOHJEknXXWWRXHHQ6HOnfuXOOlmtxoumEhQzPI0QxyNIMczfDHjaZpOAAAAOOio6N19dVXVzr2t7/9TW3atNH999+vZcuWSZJsNpvuvPNOXXXVVXV+rpiYGMXExPzmuISEBDkcDn399de66KKLJJ341Ofbb7+tuE8UAAAwh4YDAACoN+PHj9cdd9yhjRs3qqCgQN27dz/pV1ibFh0drdTUVE2bNk1xcXHq2LGjZs6cKUm6/vrr66UGAACCCQ0HAABQr0JCQtS7d2+/PPfMmTMVFhamm2++WT///LMuuOACrVq1Si1atPBLPQAANGYh/i4AAAA0Dl999VVArVMdu92uWbNm6YcfflBhYaGcTmeNX4kJAADqjoYDAAAwokePHrrpppv0+eef12n+li1bNHLkSJ1zzjmGKwMAAP5AwwEAABhx77336q233lLPnj11/vnn6+GHH9bGjRvldrurHe9yufTRRx8pOztb55xzjhISErRixQrdd9999Vw5AADwBe7hAAAAjJg2bZr+9Kc/6W9/+5sWLVqkyZMny2azyW63Kz4+Xi1atFDTpk1VWFioH3/8UXv27FFJSYksy1KzZs00YcIEZWRkqHXr1v5+KQAAwAAaDgAAwJhTTz1VjzzyiP7+97/r5Zdf1ttvv63169dr+/btVca2adNG/fv315AhQ3TDDTcoIiLCDxUDAABfoeEAAACMi4yM1KhRozRq1ChJ0sGDB3XgwAEdPnxYzZo106mnnsqZDAAANHI0HAAAgM+1bt2aBgMAAEGGm0YCAACfeOWVV7Rjxw5/lwEAAPyEMxwAAIBPjBgxQjabTU2aNFHPnj3Vq1cvnXfeeerVq5d69Oih8PBwf5cIAAB8iIYDAADwiYyMDG3evFnvvvuu1q9fr/Xr18tms0mSwsLC1K1bt4oGRPn/NmvWzM9VAwAAU2g4AAAAnxg9erQWLVqkVq1aKSUlRZ07d9bPP/+srVu36s0339Rnn32mzz//XP/85z8r5nTs2LGiAXHvvff6sXoAAOAtGg4AAMAnJk6cqGPHjmnr1q1q3759pZ+5XC498MADmjFjhm666SaFh4frk08+0bZt2/Ttt9/qjTfeoOEAAEADR8MBAAD4xAcffKABAwZUaTZIksPh0P3336/Y2Fjdc889+vTTT9WxY0e53W59/vnn2rx5sx8qBgAAJvEtFQAAwCfKyspUWlpa45hx48apbdu2ysrKkiTZ7Xadd955uu222+qjRAAA4EM0HAAAgE/87ne/0+rVq3XgwIEax/Xq1UsrV66sp6oAAEB9oeEAAAB8YvLkySoqKtLw4cP1448/nnTcN998U+PPAQBAw0TDAQAA+MSgQYN077336sMPP9SZZ56pGTNmaPv27RU/P3z4sKZMmaJPPvlEXbt29WOlAADAF2g4AAAAn8nKytLixYtlWZbuuecede/eXVFRUWrVqpVatmypmTNnymazadq0af4uFQAAGEbDAQAA+NQf/vAH7dmzRw8//LD69+8vu92u//73v2revLkGDhyo9957T9dcc42/ywQAAIbxtZgAAMDnmjRpokmTJmnSpEmSpJKSEoWFsQ0BAKAx4wwHAABQ7/zRbHjvvfdks9mq/bNhw4Z6rwcAgMaOjxYAAEBQ6Nu3r/Lz8ysdu/fee/Wvf/1LiYmJfqoKAIDGi4YDAAAICuHh4WrTpk3FY7fbrTfffFPjxo2TzWbzY2UAADROXFIBAACC0ptvvqmCggKNHj3a36UAANAocYYDAAAISvPnz9egQYMUFxdX4ziXyyWXy1XxuLCwUNKJMyTcbreRWsrXMbVeMCJDM8jRDHI0gxzNMJ2jJ+vQcAAAAA1aZmamsrKyahyzYcOGSvdp+O6777Ry5Uq9/PLLv7l+dnZ2tevn5uYqKirK84Jr4HQ6ja4XjMjQDHI0gxzNIEczTOVYVFRU67E0HAAAQIM2btw4jRw5ssYx8fHxlR4vWLBArVq10tChQ39z/YyMDKWnp1c8LiwsVFxcnJKTkxUdHV2nmn/N7XbL6XQqKSlJdrvdyJrBhgzNIEczyNEMcjTDdI7lZ/rVBg0HAADQoMXExCgmJqbW4y3L0oIFC3TLLbfUauPlcDjkcDiqHLfb7cY3wL5YM9iQoRnkaAY5mkGOZpjK0ZM1uGkkAAAIKqtWrdLu3buVkpLi71IAAGjUaDgAAICgMn/+fPXt21fdu3f3dykAADRqXFIBAACCygsvvODvEgAACAqc4QAAAAAAAIyj4QAAAAAAAIyj4QAAAAAAAIwL2IZDTk6OOnXqpIiICCUkJGjt2rUnHfv6668rKSlJrVu3VnR0tPr06aOVK1fWY7UAAAAAAOCXArLhsGTJEk2cOFFTp07V5s2b1b9/fw0ePFh5eXnVjn///feVlJSkFStWaNOmTbr00kt11VVXafPmzfVcOQAAAAAAkAK04TB79mylpKRozJgx6t69u+bMmaO4uDjNnTu32vFz5szRXXfdpd/97nfq0qWLZsyYoS5duuitt96q58oBAAAAAIAUgF+LWVxcrE2bNmnKlCmVjicnJ+uDDz6o1RplZWU6cuSIWrZsedIxLpdLLper4nFhYaEkye12y+1216HyqsrXMbVesCJH75GhGeRoBjmaYTpHfh8AAMC0gGs4FBQUqLS0VLGxsZWOx8bGav/+/bVa4+GHH9axY8d0ww03nHRMdna2srKyqhzPzc1VVFSUZ0X/BqfTaXS9YEWO3iNDM8jRDHI0w1SORUVFRtYBAAAoF3ANh3I2m63SY8uyqhyrzosvvqjMzEy98cYbOvXUU086LiMjQ+np6RWPCwsLFRcXp+TkZEVHR9e98F9wu91yOp1KSkqS3W43smYwIkfvkaEZ5GgGOZphOsfyM/0AAABMCbiGQ0xMjEJDQ6uczXDgwIEqZz382pIlS5SSkqJXXnlFl112WY1jHQ6HHA5HleN2u934BtgXawYjcvQeGZpBjmaQoxmmcuR3AQAATAu4m0aGh4crISGhyimiTqdTffv2Pem8F198UaNHj9YLL7ygIUOG+LpMAAAAAABQg4A7w0GS0tPTdfPNNysxMVF9+vTRU089pby8PKWmpko6cTnE999/r0WLFkk60Wy45ZZb9Mgjj+jCCy+sODsiMjJSzZo189vrAAAAAAAgWAVkw2HEiBE6dOiQpk+frvz8fPXo0UMrVqxQx44dJUn5+fnKy8urGD9v3jyVlJTojjvu0B133FFxfNSoUVq4cGF9lw8AAAAAQNALyIaDJKWlpSktLa3an/26ifDee+/5viAAAAAAAFBrAXcPBwAAAAAA0PDRcAAAAAAAAMbRcAAAAAAAAMbRcAAAAAAAAMbRcAAAAAAAAMbRcAAAAEFj+/btGjZsmGJiYhQdHa1+/fpp9erV/i4LAIBGiYYDAAAIGkOGDFFJSYlWrVqlTZs2qVevXrryyiu1f/9+f5cGAECjQ8MBAAAEhYKCAu3YsUNTpkzRueeeqy5duujvf/+7ioqK9MUXX/i7PAAAGh0aDgAAICi0atVK3bt316JFi3Ts2DGVlJRo3rx5io2NVUJCgr/LAwCg0QnzdwEAAAD1wWazyel0atiwYWratKlCQkIUGxurd999V82bNz/pPJfLJZfLVfG4sLBQkuR2u+V2u43UVr6OqfWCERmaQY5mkKMZ5GiG6Rw9WYeGAwAAaNAyMzOVlZVV45gNGzYoISFBaWlpOvXUU7V27VpFRkbqmWee0ZVXXqkNGzaobdu21c7Nzs6udv3c3FxFRUUZeQ3lnE6n0fWCERmaQY5mkKMZ5GiGqRyLiopqPZaGAwAAaNDGjRunkSNH1jgmPj5eq1at0ttvv63//ve/io6OliTl5OTI6XTqueee05QpU6qdm5GRofT09IrHhYWFiouLU3JycsU63nK73XI6nUpKSpLdbjeyZrAhQzPI0QxyNIMczTCdY/mZfrVBwwEAADRoMTExiomJ+c1x5Z/IhIRUvoVVSEiIysrKTjrP4XDI4XBUOW63241vgH2xZrAhQzPI0QxyNIMczTCVoydrcNNIAAAQFPr06aMWLVpo1KhR+vTTT7V9+3ZNnjxZu3fv1pAhQ/xdHgAAjQ4NBwAAEBRiYmL07rvv6ujRoxo4cKASExO1bt06vfHGG+rZs6e/ywMAoNHhkgoAABA0EhMTtXLlSn+XAQBAUOAMBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAAAAAYBwNBwAAEDQ++eQTJSUlqXnz5mrVqpX++Mc/6ujRo/4uCwCARomGAwAACAr79u3TZZddpjPOOEP/+c9/9O677+qLL77Q6NGj/V0aAACNUpi/CwAAAKgPb7/9tux2u5544gmFhJz4zOWJJ57Qeeedpx07duiMM87wc4UAADQuAXuGQ05Ojjp16qSIiAglJCRo7dq1NY5fs2aNEhISFBERoc6dO+vJJ5+sp0oBAEBD4HK5FB4eXtFskKTIyEhJ0rp16/xVFgAAjVZAnuGwZMkSTZw4UTk5OerXr5/mzZunwYMHa9u2berQoUOV8bt379YVV1yhsWPH6vnnn9f69euVlpam1q1b69prr/XDKwAAAIFm4MCBSk9P18yZMzVhwgQdO3ZMf/3rXyVJ+fn5J53ncrnkcrkqHhcWFkqS3G633G63kdrK1zG1XjAiQzPI0QxyNIMczTCdoyfrBGTDYfbs2UpJSdGYMWMkSXPmzNHKlSs1d+5cZWdnVxn/5JNPqkOHDpozZ44kqXv37tq4caNmzZrlt4aDZVk6duyYjh8/rmPHjslut/uljsbA7XaTo5fI0AxyNIMczSjP0bIsf5fid5mZmcrKyqpxzIYNG5SYmKjnnntO6enpysjIUGhoqO68807FxsYqNDT0pHOzs7OrXT83N1dRUVFe1/9LTqfT6HrBiAzNIEczyNEMcjTDVI5FRUW1HmuzAmynUlxcrKioKL3yyisaPnx4xfEJEyZoy5YtWrNmTZU5F198sc477zw98sgjFceWLl2qG264QUVFRdVuaKv7tCIuLk4FBQWKjo72+nUcO3ZMLVq08HodAABqcuDAATVv3tzrdQoLCxUTE6PDhw8beR+sTwUFBSooKKhxTHx8vCIiIioe//DDD2rSpIlsNpuio6P10ksv6frrr692rq/3DNKJBpLT6VRSUhKNuDoiQzPI0QxyNIMczTCdoyd7hoA7w6GgoEClpaWKjY2tdDw2Nlb79++vds7+/furHV9SUqKCggK1bdu2yhxff1px/Phxr9cAAOC3rFq1qtL/ka4rTz6tCDQxMTGKiYnxaE75vuHZZ59VRESEkpKSTjrW4XDI4XBUOW63241vgH2xZrAhQzPI0QxyNIMczTCVoydrBFzDoZzNZqv02LKsKsd+a3x1x8tlZGQoPT294nH5pxXJyclGPq2wLEsHDhzQqlWrNHDgQP4F8YLb7SZHL5GhGeRoBjmaUZ7jlVdeqfDwcK/XK78vQWP3+OOPq2/fvjrllFPkdDo1efJk/f3vfzdylggAAKgs4BoOMTExCg0NrXI2w4EDB6qcxVCuTZs21Y4PCwtTq1atqp1TH59WNG/eXBEREWrevDmbai+43W5y9BIZmkGOZpCjGeU5hoeH1/unFQ3Zxx9/rGnTpuno0aPq1q2b5s2bp5tvvtnfZQEA0CgFXMMhPDxcCQkJcjqdle7h4HQ6NWzYsGrn9OnTR2+99ValY7m5uUpMTAyaDRQAAPhtixYt8ncJAAAEjZDfHlL/0tPT9cwzz+jZZ5/Vl19+qUmTJikvL0+pqamSTlwOccstt1SMT01N1Z49e5Senq4vv/xSzz77rObPn6+//OUv/noJAAAAAAAEtYA7w0GSRowYoUOHDmn69OnKz89Xjx49tGLFCnXs2FHSie/KzsvLqxjfqVMnrVixQpMmTdITTzyhdu3a6dFHH/XbV2ICAAAAABDsArLhIElpaWlKS0ur9mcLFy6scmzAgAH65JNPfFwVAAAAAACojYC8pAIAAAAAADRsNBwAAAAAAIBxNBwAAAAAAIBxNBwAAAAAAIBxNBwAAAAAAIBxAfstFfXNsixJUmFhobE13W63ioqKVFhYKLvdbmzdYEOO3iNDM8jRDHI0w3SO5e9/5e+HODn2DIGJDM0gRzPI0QxyNMOfewYaDv9z5MgRSVJcXJyfKwEAwH+OHDmiZs2a+buMgMaeAQCA2u0ZbBYfZUiSysrKtG/fPjVt2lQ2m83ImoWFhYqLi9PevXsVHR1tZM1gRI7eI0MzyNEMcjTDdI6WZenIkSNq166dQkK44rIm7BkCExmaQY5mkKMZ5GiGP/cMnOHwPyEhIWrfvr1P1o6OjuZfEAPI0XtkaAY5mkGOZpjMkTMbaoc9Q2AjQzPI0QxyNIMczfDHnoGPMAAAAAAAgHE0HAAAAAAAgHE0HHzI4XBo2rRpcjgc/i6lQSNH75GhGeRoBjmaQY6NC79P75GhGeRoBjmaQY5m+DNHbhoJAAAAAACM4wwHAAAAAABgHA0HAAAAAABgHA0HAAAAAABgHA0HL+Xk5KhTp06KiIhQQkKC1q5dW+P4NWvWKCEhQREREercubOefPLJeqo0cHmS4euvv66kpCS1bt1a0dHR6tOnj1auXFmP1QYuT/8ullu/fr3CwsLUq1cv3xbYQHiao8vl0tSpU9WxY0c5HA6dfvrpevbZZ+up2sDlaY6LFy9Wz549FRUVpbZt2+rWW2/VoUOH6qnawPP+++/rqquuUrt27WSz2bRs2bLfnMP7S2Bjv2AGewYz2DOYwZ7BDPYM3gn4PYOFOnvppZcsu91uPf3009a2bdusCRMmWE2aNLH27NlT7fhdu3ZZUVFR1oQJE6xt27ZZTz/9tGW3261XX321nisPHJ5mOGHCBOvBBx+0Pv74Y2v79u1WRkaGZbfbrU8++aSeKw8snuZY7qeffrI6d+5sJScnWz179qyfYgNYXXIcOnSodcEFF1hOp9PavXu39Z///Mdav359PVYdeDzNce3atVZISIj1yCOPWLt27bLWrl1rnX322dbVV19dz5UHjhUrVlhTp061XnvtNUuStXTp0hrH8/4S2NgvmMGewQz2DGawZzCDPYP3An3PQMPBC71797ZSU1MrHevWrZs1ZcqUasffddddVrdu3Sodu/32260LL7zQZzUGOk8zrM5ZZ51lZWVlmS6tQalrjiNGjLDuuecea9q0aWweLM9zfOedd6xmzZpZhw4dqo/yGgxPc5w5c6bVuXPnSsceffRRq3379j6rsSGpzeaB95fAxn7BDPYMZrBnMIM9gxnsGcwKxD0Dl1TUUXFxsTZt2qTk5ORKx5OTk/XBBx9UO+fDDz+sMn7QoEHauHGj3G63z2oNVHXJ8NfKysp05MgRtWzZ0hclNgh1zXHBggXauXOnpk2b5usSG4S65Pjmm28qMTFRDz30kE477TR17dpVf/nLX/Tzzz/XR8kBqS459u3bV999951WrFghy7L0ww8/6NVXX9WQIUPqo+RGgfeXwMV+wQz2DGawZzCDPYMZ7Bn8o77fY8KMrxgkCgoKVFpaqtjY2ErHY2NjtX///mrn7N+/v9rxJSUlKigoUNu2bX1WbyCqS4a/9vDDD+vYsWO64YYbfFFig1CXHL/55htNmTJFa9euVVgY/xmQ6pbjrl27tG7dOkVERGjp0qUqKChQWlqafvzxx6C9JrMuOfbt21eLFy/WiBEjdPz4cZWUlGjo0KF67LHH6qPkRoH3l8DFfsEM9gxmsGcwgz2DGewZ/KO+32M4w8FLNput0mPLsqoc+63x1R0PJp5mWO7FF19UZmamlixZolNPPdVX5TUYtc2xtLRUN954o7KystS1a9f6Kq/B8OTvY1lZmWw2mxYvXqzevXvriiuu0OzZs7Vw4cKg/sRC8izHbdu26c4779R9992nTZs26d1339Xu3buVmppaH6U2Gry/BDb2C2awZzCDPYMZ7BnMYM9Q/+rzPYY2ZR3FxMQoNDS0SvftwIEDVTpG5dq0aVPt+LCwMLVq1cpntQaqumRYbsmSJUpJSdErr7yiyy67zJdlBjxPczxy5Ig2btyozZs3a9y4cZJOvAlalqWwsDDl5uZq4MCB9VJ7IKnL38e2bdvqtNNOU7NmzSqOde/eXZZl6bvvvlOXLl18WnMgqkuO2dnZ6tevnyZPnixJOvfcc9WkSRP1799fDzzwQFB+musp3l8CF/sFM9gzmMGewQz2DGawZ/CP+n6P4QyHOgoPD1dCQoKcTmel406nU3379q12Tp8+faqMz83NVWJioux2u89qDVR1yVA68SnF6NGj9cILL3C9ljzPMTo6Wp999pm2bNlS8Sc1NVVnnnmmtmzZogsuuKC+Sg8odfn72K9fP+3bt09Hjx6tOLZ9+3aFhISoffv2Pq03UNUlx6KiIoWEVH47Cg0NlfR/HXfUjPeXwMV+wQz2DGawZzCDPYMZ7Bn8o97fY3xyK8ogUf41LvPnz7e2bdtmTZw40WrSpIn17bffWpZlWVOmTLFuvvnmivHlX0EyadIka9u2bdb8+fOD/muuPM3whRdesMLCwqwnnnjCys/Pr/jz008/+eslBARPc/w17jh9gqc5HjlyxGrfvr113XXXWV988YW1Zs0aq0uXLtaYMWP89RICgqc5LliwwAoLC7NycnKsnTt3WuvWrbMSExOt3r17++sl+N2RI0eszZs3W5s3b7YkWbNnz7Y2b95c8TVhvL80LOwXzGDPYAZ7BjPYM5jBnsF7gb5noOHgpSeeeMLq2LGjFR4ebp1//vnWmjVrKn42atQoa8CAAZXGv/fee9Z5551nhYeHW/Hx8dbcuXPrueLA40mGAwYMsCRV+TNq1Kj6LzzAePp38ZfYPPwfT3P88ssvrcsuu8yKjIy02rdvb6Wnp1tFRUX1XHXg8TTHRx991DrrrLOsyMhIq23bttZNN91kfffdd/VcdeBYvXp1jf+t4/2l4WG/YAZ7BjPYM5jBnsEM9gzeCfQ9g82yOPcEAAAAAACYxT0cAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcAAAAAACAcTQcABjx1FNPyWaznfTPrbfeWuP89957r8qcn376qdbP37x580pzFy5c6N0LAgAAAYk9A9BwhPm7AACNQ2RkpEaMGKHly5fr6NGjstvt6tatm+Li4hQdHa2RI0fWap3TTz9dF110kSQpPDy81s9/4403qqioSFu2bNGnn35ap9cAAAAaDvYMQOCj4QDAiM6dO2vt2rXq0KGDMjMzdeWVVyoyMtLjdS666KI6fdKQk5MjScrMzGTzAABAEGDPAAQ+Gg4AvHb48GENGzZMbdu21UcffaQmTZr4uyQAAAAAfsY9HAB4bdWqVTp06JDGjh1LswEAAFThdrsVGRlZ4/2eyv9MnTrV3+UCMIQzHAB4zbIsSdLrr7+ua665Ru3bt/dzRQAAIJAcPHhQI0aMqHRs0aJFCg8Pr3Kfp6uvvroeKwPgSzQcAHjtiiuuUFJSkpxOpzp06KDu3burU6dOat68udLT03X++ef7u0QAAOBH7dq1q3S/he+++07PPfeczjnnHL4lAmjEuKQCgNciIiL00EMP6fLLL5dlWdq2bZuWL1+uxYsXq2nTpv4uDwAABJitW7dKks455xw/VwLAl2g4APDa1KlTlZCQoM8//1xZWVlat26dDhw4IJfLpS5duvi7PAAAEGDKGw7nnnuunysB4EtcUgHAK4899phmzJihIUOG6KWXXtIpp5zik+cZPXp0lWNXX30113kCANAA+fIMB/YMQOCg4QCgzkpLS3X//ferWbNmev75533WbJCk5557rsqx+Ph4Ng8AADRAn332mSTfnOHAngEIHDQcANTZxo0bdfDgQQ0bNkzNmzf36XOVfxMGAABo2EpKSvT1118rNjZWrVu3Nr4+ewYgcHAPBwB1VlBQIEmy2Wx+rgQAADQUe/fuldvt1hlnnOHvUgD4GA0HAHXWvXt32Ww2LV++XMuWLfN3OQAAoAFwu92SpOLiYj9XAsDXaDgAqLPOnTtr/PjxcrvdGj58uE4//XQNHz5cKSkpmjVrlo4ePervEgEAQICJj49X8+bNtWHDBvXr10+jR4/W8ePH/V0WAB/gHg4AvPLII49o4MCBeu655/TJJ5/o3Xffrdg0LF++XKtXr/ZzhQAAIJCEh4frpZde0p///Gd9/PHH2rVrlyIiIvxdFgAfoOEAwGvDhg3TsGHDKh4fPHhQPXv21HvvvSeXyyWHw+HH6gAAQKAZNGiQBg0a5O8yAPgYDQcAxrVs2VJRUVFq3769wsPDPZq7bt26iu/PzsnJUVRUVK3mpaWlqaioSFu2bPGwWgAA0BCxZwACHw0HAEY5nU5Nnz5dO3fu1NNPP+3xN1js3LlTO3fulCTNmTOn1puHF154QYcPH/a4XgAA0DCxZwACn83ii2oBGDR69Gh9/vnnmjx5skaMGOHvcgAAAAD4CQ0HAAAAAABgHF+LCQAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjKPhAAAAAAAAjPv/NGJyhVXvzKgAAAAASUVORK5CYII=",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -908,7 +920,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -918,7 +930,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -928,7 +940,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -938,7 +950,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -948,7 +960,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAABBwAAAFYCAYAAADwau/YAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAAtVBJREFUeJzs3Xd4FFUXwOHfbrLpnUBCIJDQkd47UiRUaYpSlCKgiICAIk2kiKAgfqgIigVEOkpTaUF6U3rvLSEkhCSQXja78/2xJooppEzKJud9Hp8kszN3zh6Q7J6991yNoigKQgghhBBCCCGEECrSFnQAQgghhBBCCCGEKHqk4CCEEEIIIYQQQgjVScFBCCGEEEIIIYQQqpOCgxBCCCGEEEIIIVQnBQchhBBCCCGEEEKoTgoOQgghhBBCCCGEUJ0UHIQQQgghhBBCCKE6KTgIIYQQQgghhBBCdZYFHUBhYTQauX//Po6Ojmg0moIORwghhMhXiqIQHR2Nl5cXWq18HpEZec0ghBCiOMvOawYpOPzt/v37eHt7F3QYQgghRIEKDAykbNmyBR1GoSavGYQQQoisvWaQgsPfHB0dAVPSnJycVBlTr9eza9cu/Pz80Ol0qoxZHEkec09yqA7Jozokj+pQO49RUVF4e3un/j4UGZPXDIWT5FAdkkd1SB7VIXlUR0G+ZpCCw99SpkQ6OTmp+uLBzs4OJycn+R8kFySPuSc5VIfkUR2SR3XkVR5licDTyWuGwklyqA7Jozokj+qQPKqjIF8zyCJNIYQQQgghhBBCqE4KDkIIIYQQQgghhFCdFByEEEIIIYQQQgihOunhkE0GgwG9Xp+lc/V6PZaWliQkJGAwGPI4sqIrN3nU6XRYWFjkUWRCCCGEEEIIITIiBYcsUhSFkJAQHj9+nK1rPD09CQwMlCZcuZDbPLq4uODp6Sl/BkIIIYQQQgiRjwplweHAgQPMnz+fkydPEhwczKZNm+jZs2em1+zfv5/x48dz8eJFvLy8eO+99xgxYoRqMaUUG0qVKoWdnV2W3rwajUZiYmJwcHBAq5XVKzmV0zwqikJcXByhoaEAlC5dOq9CFEIIIYQQQgjxH4Wy4BAbG0udOnUYMmQIL7zwwlPPv337Nl26dGH48OGsXLmSw4cPM3LkSEqWLJml65/GYDCkFhtKlCiR5euMRiNJSUnY2NhIwSEXcpNHW1tbAEJDQylVqpQsrxBCCCGEEEKIfFIoCw6dO3emc+fOWT7/66+/ply5cixcuBCA6tWrc+LECT799FNVCg4pPRvs7OxyPZbIfyl/bnq9XgoOQogiIykxqaBDEEIIIYTIVKEsOGTX0aNH8fPze+JYx44d+f7779Hr9eh0ujTXJCYmkpiYmPpzVFQUYHpT+t+mkHq9HkVRUBQFo9GY5bgURUn9mp3rxJNym8eUP7viXHBI+Tud1YanIn2SR3VIHnMvLOAKDRp0po53OWpWqEi5alVzPWZx+fP46KOP+P333zlz5gxWVlbZ6s0khBBCiOwpEgWHkJAQPDw8njjm4eFBcnIyYWFh6a7dnzt3LjNnzkxzfNeuXWlmMlhaWuLp6UlMTAxJSdn/RCk6Ojrb14i0cprHpKQk4uPjOXDgAMnJySpHZV78/f0LOoQiQfKoDsljzv38+dcERwYRlxTH8XPnuXDrZq7HjIuLUyGywi8pKYk+ffrQrFkzvv/++4IORwghhCjSikTBAUjTxDHlU/GMmjtOnjyZ8ePHp/4cFRWFt7c3fn5+ODk5PXFuQkICgYGBODg4YGNjk+WYFEUhOjoaR0dH2SEhF3Kbx4SEBGxtbWndunW2/vyKEr1ej7+/Px06dEh3xo/IGsmjOiSPuRP5OJJX+r4KQPe6deneq4cqeUyZ6VfUpXzYsHz58oINRAghhCgGikTBwdPTk5CQkCeOhYaGYmlpmWGTR2tra6ytrdMc1+l0aV64GQwGNBoNWq02W00LU6b/p1xb3CxevJj58+cTHBxMjRo1WLhwIa1atcr0mvR2KOnevTtgymNsbCzTpk1j06ZNhIaGUq9ePT7//HMaNWqU4ZharRaNRpPun21xIzlQh+RRHZLHnJn+3kxiEqLxcC5Lyw4G1fIofxYZy84yzJySpUa5JzlUh+RRHZJHdUge1aF2HrMzTpEoODRr1oxff/31iWO7du2iYcOG8gKqgKxbt46xY8eyePFiWrRowTfffEPnzp25dOkS5cqVy/C6p+1QMmzYMC5cuMBPP/2El5cXK1eu5LnnnuPSpUuUKVMmL5+SEEIUuODgYL5b+S0Afas3wqOM/I7LD9lZhplbstQo9ySH6pA8qkPyqA7JozrUymN2lmEWyoJDTEwMN27cSP359u3bnDlzBjc3N8qVK8fkyZMJCgpixYoVAIwYMYJFixYxfvx4hg8fztGjR/n+++9Zs2ZNQT2FQqV79+5pCjIptmzZkjqDQE2fffYZQ4cOZdiwYQAsXLiQnTt3smTJEubOnZvhdZntUBIfH88vv/zCli1baN26NQAzZsxg8+bNLFmyhNmzZ6v+PIQQojB5750pJCUn4luqOk6171PKqk1Bh1QozJgxI92CwL8dP36chg0b5mj87CzDzClZapR7kkN1SB7VIXlUh+RRHWrnMTvLMAtlweHEiRO0bds29eeUX/KDBg1i+fLlBAcHExAQkPq4r68v27ZtY9y4cXz11Vd4eXnxxRdfqLIlZkYURXlqZcdoNBIbG4uFhYWqSyrs7Oyy1ctg2bJl6PV6YmJiqFy5Mtu2baNevXoAuLu7P3HunDlzmDNnTqbjbd++PdOlEUlJSZw8eZJJkyY9cdzPz48jR45kOe7/Sk5OxmAwpOnDYGtry6FDh3I8rhBCmIMrV66wet1PALxWuQX3q+wj0dqzgKMqHEaNGkXfvn0zPcfHxyfH42dnGWZuyVKj7EmvZ5fkUB2SR3VIHtUheVRHQSzDLJQFhzZt2qT+AklPeo2enn32WU6dOpWHUT0pLi4OBweHfLvfv8XExGBvb5/l81P6WBw9ehSNRkPLli1xdHRM99wRI0bw0ksvZTre05YuhIWFYTAY0t055L+9NrLD0dGRZs2a8eGHH1K9enU8PDxYs2YNf/75J5UrV87xuEIIYQ4mvDMRo9FArfLN8XW9ia1lErFWpQo6rELB3d09TQFdFE1Go5ELFy5w4MABDh48yIEDBzhw4IC8DhBCiEKqUBYcRN44d+4cPj4+GRYbANzc3HBzc1PlfuntHJLb3Tp++uknXnvtNcqUKYOFhQX169enf//++VpsEkKI/HbkyBF+27YVjUbLwCqtOVplKz0UHXGWWS8+C5OAgAAiIiIICAjAYDBw5swZACpVqlRgHySIjCmKwpUrV9i9ezd//PEH+/fv5/Hjx0+cIwUHIYQovKTgkEN2dnbExMRkeo7RaCQqKgonJyfVl1TkxLlz56hdu3am56ixpMLd3R0LC4t0dw7576yH7KpYsSL79+8nNjaWqKgoSpcuzcsvv4yvr2+uxhVCiMJKURTefWcCAE2rdqRRzHnWVdUwTfHiWAHHZo4++OADfvzxx9SfU5YY7t27lzZt2hRQVOLfHj9+zK5du9i2bRv+/v7cv3//icft7e1p0aIFrVu3plWrVjRu3LiAIhVCCPE0UnDIIY1G89RlDUajEYPBgL29faHYFvPOnTvUrFkz03PUWFJhZWVFgwYN8Pf3p1evXqnH/f396dGjR9YDzoS9vT329vY8evSInTt3Mm/ePFXGFUKIwubXX3/l6LEj6CyteblqO65qf6CEVqGkU4WCDs0sLV++PN2lmaJg3bhxg40bN/L7779z+PBhDAZD6mPW1ta0atWK9u3b065dO+rXr4+lpbyEFUIIcyD/WhcjRqORu3fvcu/ePcqUKZPu8ga1llSMHz+eV199lYYNG9KsWTOWLl1KQEAAI0aMSD1n0aJFbNq0iT/++CP1WEY7lOh0OmrUqMHOnTtRFIWqVaty48YNJkyYQNWqVRkyZEiuYxZCiMImOTmZiRNNDXjb1uxN3bATfNdOQ+3EBBRXX8j6rlRCFDrnz5/nl19+YePGjZw/f/6Jx5555hm6dOlCx44dadGiBba2tgUUpRBCiNyQgkMxMmbMGF5//XWqVatGVFRUrvspZObll18mPDycWbNmERwcTM2aNdm2bRvly5dPPScsLIybN28+cV1GO5T069ePlStXEhkZyeTJk7l37x5ubm688MILfPTRR9K1VghRJC1fvpwrVy5jZ+1I96rtsL/5Jed8NXSOSERx9ZGCgzA7gYGBrF69mlWrVj1RZLC0tKRt27b07NmTLl265GpXESGEEIWHFByKkc6dOxMYGJhv9xs5ciQjR47M8PEZM2YwY8aMJ46lt0NJSi8MgJdeeumpSz6EEKIoiImJYdq0aQB0qv8K1UKOcKiGBqNWQ53ERHD1gaDHBRqjEFmRkJDAxo0b+fbbb9m3b1/qcSsrKzp16sQLL7xAt27dVGtaLYQQovCQgoMQQghRCM2bN4+QkBDcnbzoUKk1nsdn81lXsDEqVEnSo7j4AqcLOkwhMnT16lWWLl3Kjz/+SHh4eOrxZ599lgEDBvDiiy/i6upagBEKIYTIa1JwEEIIIQqZwMBAPv30UwB6NnmdCkH7SfItRUCphzSIT0RnaYveMXe7/giRFxRFYd++fXz66ads27Yt9XjZsmUZNmwYQ4YMoVy5cgUYoRBCiPwkBQchhBCikJk6dSrx8fFU9KxFo/IN8Do8hVMvVQceUj9lOYWm4Hc/EiKFwWBgw4YNfPrpp5w8eRIw7ejVtWtX3njjDTp37oyFhUUBRymEECK/ScFBCCGEKEROnDjBTz/9BEDvZiPwvrsbCwv4teJjMEK9hEQo51uwQQrxN0VR2LhxI9OmTePy5csA2NjYMGTIEMaNG0flypULOEIhhBAFSQoO2fDfZobCPMifmxDCXCiKwjvvvANAo8rPUdGjMmWufYdVq6ZcMR5FA9RNSARXKTiIgqUoCjt37mTq1KmcOnUKAFdXV95++21GjhxJyZIlCzhCIYQQhYEUHLIgZcvFuLg42QfaDMXFmfaNk60zhRCF3ZYtWzhw4AA6S2u6Nx5K2dAj6JLjCWpdBZKOUgUbHBUF3KTgIArO9evXGT16NDt37gTAwcGBcePGMX78eFxcXAo2OCGEEIWKFByywMLCAhcXF0JDQwGws7NDo9E89Tqj0UhSUhIJCQlotbLWNqdymkdFUYiLiyM0NBQXFxdZOyqEKNSSkpKYMGECAO1qvYi7cynKnv0MCzc3jpZPgutQP0lvOrlEpQKMVBRXcXFxzJ07l3nz5pGUlISVlRWjRo1i0qRJMqNBCCFEuqTgkEWenp4AqUWHrFAUhfj4eGxtbbNUoBDpy20eXVxcUv/8hBCisFq8eDE3btzAxbEEHer2pZxyGyt9NM7PD+RkuGn7y/qRYaaTS1QswEhFcbR7926GDx/OnTt3AOjYsSNffvml9GgQQgiRKSk4ZJFGo6F06dKUKlUKvV6fpWv0ej0HDhygdevWMp0/F3KTR51OJzMbhBCFXkREBLNmzQKgc71B2NnYUfqvFQDounXk6um1ANSLjwMLa3AqCwZDgcUrio/ExESmTp3KggULANP2lgsXLqR3797yYYoQQoinkoJDNllYWGT5DayFhQXJycnY2NhIwSEXJI9CiKLuww8/5NGjR/h4VaZZ1U6Uc4/HJiYU6+rVueKWgFExUsbaDQ9DAJSsAlqtFBxEnrty5Qr9+vXjzJkzAIwYMYL58+fj4OBQsIEJIYQwG9JYQAghhChAV65cYdGiRQB0rTsMrYUF5a5uAcClZw9OhZp2AKhv/fcaeVlOIfLBihUrqF+/PmfOnKFEiRJs3ryZJUuWSLFBCCFEtkjBQQghhCggiqIwbtw4kpOTaVSrNdW9G1Khii2WZw+CpSVO3bqlFhzqGf+elCgFB5GHjEYj77//PoMGDSI+Pp4OHTpw7tw5evToUdChCSGEMENScBBCCCEKyO+//86OHTvQ6XR0rjEUNFAx8hgAju3aobg4cf7heQAaxMaYLnKTgoPIGwkJCQwYMICPPvoIgClTprBjxw68vLwKODIhhBDmSno4CCGEEAUgMTGRcePGAdCj7SuUci5LxbolUH5YB4BLnxe5HHGZBEMCLtYu+D4IMF0oW2KKPBAWFkbPnj05fPgwlpaWLF26lCFDhhR0WEIIIcyczHAQQgghCsDChQu5ceMGpUp50LRsbwCqOwZhjIzE0qs09s2bc+rB38spStZB8zjQdKEsqRAqCw8Pp02bNhw+fBhnZ2d27twpxQYhhBCqkBkOQgghRD4LDg5m9uzZAAzsOgYbnR0V65WEXZ8B4NL7BTQWFv80jHQoD4oRrBzAwaPA4hZFT3R0NJ07d+bixYt4eXmxe/duqlevXtBhCSGEKCJkhoMQQgiRzyZNmkRMTAwN6jeinFVjAOrUtyHu2DHQaHDp3QtFUTgdehqAehaOpgvdKoBGU1Bhm707d+4wdOhQfH19sbW1pWLFikyfPp2kpKSCDq1AxMfH8/zzz3P8+HFKlCghxQYhhBCqkxkOQgghRD46duwYK1asAGBQ5/Fow7T41nHH4uBvANi3bInOy4tbj2/xOPExNhY2PJOYYLpY+jfkypUrVzAajXzzzTdUqlSJCxcuMHz4cGJjY/n0008LOrx8lZSURJ8+fdi/fz9OTk7s3LlTig1CCCFUJwUHIYQQIp8YjUbGjBkDQP+XX8EivBQK0LBTOR4P3AiAy4svAnAy9CQAtUrWQhdxxzSA9G/IlU6dOtGpU6fUnytUqMDVq1dZsmRJsSo4KIrCsGHD+P3337G1teW3336jQYMGBR2WEEKIIkgKDkIIIUQ++fHHHzl+/DiOjo70aDaMh5cN+NR2x/b2KcIfhmHh5oZj2zYAHA85DkBDj4ZwZptpANkSU3WRkZG4ubllek5iYiKJiYmpP0dFRQGg1+vR6/WqxJEyjlrjZeaHH37gp59+wtLSkvXr19O0adN8uW9ey88cFmWSR3VIHtUheVSH2nnMzjhScBBCCCHyQVRUFJMnTwZgwrhJhF01AtCoqw+PP/4aAOeePdFYWaEoSmrBoZFnI4hYZBpEllSo6ubNm3z55ZcsWLAg0/Pmzp3LzJkz0xzftWsXdnZ2qsbk7++v6nj/FRAQwLvvvgtA//79MRgMbNu2LU/vmd/yOofFheRRHZJHdUge1aFWHuPi4rJ8rhQchBBCiHwwffp0Hjx4QJUqVajv1YU7DyIoX6sErjbx3Ni/H/hnOcWdqDuExYdhpbWitnNFiAoyDSJLKtI1Y8aMdAsC/3b8+HEaNmyY+vP9+/fp1KkTffr0YdiwYZleO3nyZMaPH5/6c1RUFN7e3vj5+eHk5JS74P+m1+vx9/enQ4cO6HQ6Vcb8r7i4OJo3b05SUhJ+fn4sXboUrbbo9A/PjxwWB5JHdUge1SF5VIfaeUyZ6ZcVUnAQQggh8tjZs2f54osvAPho+jzuHIwAoMnzFYjctBqMRmwbNsC6gi/wz3KKuqXqYv0owDSInTvYZT71v7gaNWoUffv2zfQcHx+f1O/v379P27ZtadasGUuXLn3q+NbW1lhbW6c5rtPpVH8BnBdjpnjvvfe4dOkSnp6e/PTTT+k+p6IgL3NYnEge1SF5VIfkUR1q5TE7Y0jBQQghhMhDRqORkSNHYjQa6dOnD/bRFUB5SMX6JXEvY8fNDRsAcHnhxdRrUvs3eDaEsOumg+5V8j12c+Hu7o67u3uWzg0KCqJt27Y0aNCAZcuWFalP+DOzfv16li5dikajYeXKlZQqVaqgQxJCCFEMFI/fskIIIUQBWb58OUeOHMHe3p4p42dy6/RD0EDjbhWIPXQIfVAQWmdnnDqbdk94on+DRyMIu2oaqKQUHHLr/v37tGnTBm9vbz799FMePnxISEgIISEhBR1anoqIiGDEiBEATJkyhfbt2xdwREIIIYoLmeEghBBC5JHw8HDee+89AGbOnEng8SQAqjT2wM3LnsCZawBw6dkTrY0NALcjbxOeEI61hTW1S9aGMNNSDJnhkHu7du3ixo0b3Lhxg7Jlyz7xmKIoBRRV3pszZw6PHj2iVq1azJgxo6DDEUIIUYzIDAchhBAij0yZMoXw8HBq1KhBny4DCbgYjkaroXE3X5LuBRFz4AAALn1fTr0mtX9DybpYWVjJkgoVDR48GEVR0v2vqLpz5w5ffvklAPPnz8fSUj5rEkIIkX+k4CCEEELkgWPHjvHtt98CsGTJEk7tCASgevPSOJe04/H69aAo2DdvhrWvb+p1f4X8Bfzdv8GQDOE3TA9IwUHkwPvvv09SUhLPPfccfn5+BR2OEEKIYkYKDkIIIYTKDAYDI0eORFEUBg0ahG/JGgRdfYzWUkPDLj4Yk5J4/MsvALj8a3cFRVE48eAEAI09G8Pju2BIAksbcPYukOcizNepU6dYtWoVAPPmzUOj0RRwREIIIYobKTgIIYQQKluyZAmnT5/GxcWFTz75hGNbbgFQo1UZHN1siN7ljyE8HMtSpXBs1y71uluRt4hIiMDGwoaa7jX/WU5RojIUk90UhDoURWHChAkAvPLKK9SrV6+AIxJCCFEcyasXIYQQQkUhISFMnToVMDXriw+14MHtKCx1Whp0Kg/Ao7V/N4vs0wfNv9bUpyynqFsqpX+D7FAhcmbHjh3s2bMHKysrZs+eXdDhCCGEKKak4CCEEEKo6J133iEqKoqGDRsyfNjw1NkNtdqUxd7ZmoRr14g/cRIsLHB5qc8T16Zuh+nZyHQg7Jrpq/RvENlgNBqZOHEiAGPGjKF8+fIFHJEQQojiqtAWHBYvXoyvry82NjY0aNCAgwcPZnr+qlWrqFOnDnZ2dpQuXZohQ4YQHh6eT9EKIYQQsHPnTlavXo1Wq2XJkiXcPBVG+L0YrGwsqNexHACP164DwLFdW3QeHqnXGhUjJ0JM/Rv+KTik7FBROf+ehDB7+/fv5/z58zg6OjJlypSCDkcIIUQxVigLDuvWrWPs2LFMnTqV06dP06pVKzp37kxAQEC65x86dIiBAwcydOhQLl68yIYNGzh+/DjDhg3L58iFEEIUV7GxsYwYMQIwfapcr059/vx7dkP9TuWxdbDCGBtL5JYtALj26/fE9Tcf3+RR4iNsLW2pWaImKAo8/HtJhXvV/HsiwuwtW7YMgH79+uHq6lrA0QghhCjOCmXB4bPPPmPo0KEMGzaM6tWrs3DhQry9vVmyZEm65x87dgwfHx/GjBmDr68vLVu25I033uDEiRP5HLkQQojiavr06dy5c4dy5crx4YcfcuFAENERCdg7W1G7nWmHichff8MYG4tV+fLYNW36xPWp/RtK1kVnoYPYMEh4DGigRMV8fjbCXEVFRfHzzz8DMGTIkAKORgghRHFX6AoOSUlJnDx5Ms1e0X5+fhw5ciTda5o3b869e/fYtm0biqLw4MEDfv75Z7p27ZofIQshhCjmTp48yf/+9z/AtEOFzsKGE9vuAND4+QrorCxQFIVHq1YCpq0wNf/ZdeLo/aMANPX6uxCR0r/BpRzobPP+SYgiYd26dcTHx1OtWjWaNGlS0OEIIYQo5iyffkr+CgsLw2Aw4PGvda0AHh4ehISEpHtN8+bNWbVqFS+//DIJCQkkJyfTvXt3vvzyywzvk5iYSGJiYurPUVFRAOj1evR6vQrPhNRx1BqvuJI85p7kUB2SR3UUtTwmJyczbNgwjEYjL730Eh06dOCvX2+TEKvHxcOWig3d0ev1xB07RuL1G2hsbbHv/vwTz19v1P/TMLJkI/R6PdqQi1gAxhKVMaSTK7XzWFT+PIq7lOUUr732GhqNpoCjEUIIUdwVuoJDiv/+klQUJcNfnJcuXWLMmDF88MEHdOzYkeDgYCZMmMCIESP4/vvv071m7ty5zJw5M83xXbt2YWdnl/sn8C/+/v6qjldcSR5zT3KoDsmjOopKHjdv3syZM2dwcHCgS5cu/LpxOyH77QENFmUi2LFzOwBey3/EAXhUtw5XDx16Yow7yXeIS47DTmPHjaM3uKW5Ra3AnVQAbkZbcWnbtgzvr1Ye4+LiVBlHFJwrV65w9OhRLCwsePXVVws6HCGEEKLwFRzc3d2xsLBIM5shNDQ0zayHFHPnzqVFixZMmDABgNq1a2Nvb0+rVq2YPXs2pUuXTnPN5MmTGT9+fOrPUVFReHt74+fnh5OTkyrPRa/X4+/vT4cOHdDpdKqMWRxJHnNPcqgOyaM6ilIeb926xbp1pl0nPvvsM/r378+BNdcJNobg4etE98Et0Wg06AMDuXvlCgC1J0/Gytf3iXGWnFsCF6Cld0u6tewGgMXKbyAMfJt0xad2lzT3VjuPKTP9hPlavnw5AJ07d8bT07NggxFCCCEohAUHKysrGjRogL+/P7169Uo97u/vT48ePdK9Ji4uDkvLJ5+KhYUFYJoZkR5ra2usra3THNfpdKq/AM6LMYsjyWPuSQ7VIXlUh7nnUVEUxowZQ3x8PG3btmXYsGE8fhDH1aOmgnmLFyphZWUFQMS6daAo2LdqhX2VKmnG+uuBqWFki7ItTDlRFAi9DIBl6ZqQSZ7UyqM5/1kI09KeFStWANIsUgghROFR6JpGAowfP57vvvuOH374gcuXLzNu3DgCAgJStxubPHkyAwcOTD3/+eefZ+PGjSxZsoRbt25x+PBhxowZQ+PGjfHy8iqopyGEEKIIW7VqFbt27cLa2ppvvvkGjUbDsc23UBTwreNO6UouABhiYnn8y0YA3AamneYenRTNhbALADQr3cx0MPYhxEcAGnBPW6AQ4r927txJcHAw7u7udOvWraDDEUIIIYBCOMMB4OWXXyY8PJxZs2YRHBxMzZo12bZtG+XLlwcgODiYgICA1PMHDx5MdHQ0ixYt4p133sHFxYV27drxySefFNRTEEIIUYQ9fPiQcePGAfDBBx9QuXJlgm9GcuvMQzQaaNrjn20sIzdvxhgTg5WPD/YtWqQZ63jIcQyKgfJO5Snt8PcSwL9nN+DmC1bq9hUSRVNKs8gBAwakzqwRQgghClqhLDgAjBw5kpEjR6b7WMoaxX8bPXo0o0ePzuOohBBCCBg1ahRhYWHUqlWLCRMmoBgVDm24DkD15qVx87IHQDEaefTTTwC4vvpKmq0w4V/bYZZu+s/BlIJDqWfy8FmIouLRo0ds3boVkOUUQgghCpdCuaRCCCGEKKx+/vln1q9fj4WFBcuXL0en03Ht+ANC70Shs7agcfcKqefGHjxI0t27aB0ccOnZM93xjgUfA6CZV7N/DoZeMn0tVT2vnoYoQg4dOoRer6dq1arUqVOnoMMRQgghUknBQQghhMiisLCw1Nl3kyZNon79+uiTDBzbfBOABp3LY+/8T0PiiJ9WAuDywgto7e3TjBccE8ydqDtoNVoaezb+54GUGQ4lq+XRMxFFyaG/t1lt3bp1AUcihBBCPEkKDkIIIUQWjR49mocPH1KjRg2mTZsGwBn/AGIeJeLoZkOd9t6p5ybeukXsoUOg0eD6yoB0x0uZ3VDTvSaOVo6mg4oCD01baMqSCpEVKQWHli1bFnAkQgghxJOk4CCEEEJkwcaNG1m7dm3qUgpra2tiHiVyauddAJr1roilziL1/IhlywFwaNcOK2/v9Ibk8P3DpmtL/2s5RVQQJEaB1hJKVMqbJ1OMde/enXLlymFjY0Pp0qV59dVXuX//fkGHlWPx8fEcP34cgBbpNCUVQgghCpIUHIQQQoinCA8P58033wTgvffeo2HDhgAc23KT5CQjnhWcqdSgVOr5yWFhRG7ZAkCJ19Jv4pdsTObI/SMAtCzzr0+mU5ZTlKgMlrLbgNratm3L+vXruXr1Kr/88gs3b97kxRdfLOiwcuzEiRPo9Xo8PT2pUKHC0y8QQggh8lGh3aVCCCGEKCzGjBlDaGgozzzzDNOnTwcg9G4UV4+FANCyT2U0Gk3q+RErV6IkJWFbpw629eunO+a5h+eITorG2dqZWu61/nkgtWGk9G/ICynbmQKUL1+eSZMm0bNnT/R6PTqdrgAjy5l/L6f4999BIYQQojCQgoMQQgiRiS1btrB69Wq0Wi3Lli3D2toaRflnG8wqjT3w8HVKPd8YG8ujNWsBcBv6WoZvAg8Fmd4oNi/dHAvtP0sxCJX+DfklIiKCVatW0bx580yLDYmJiSQmJqb+HBUVBYBer0ev16sSS8o42R3v4MGDADRr1ky1WMxVTnMoniR5VIfkUR2SR3WoncfsjCMFByGEECIDDx8+5PXXXwdgwoQJNG5s2kni5qmHBN+IxFKnpWnPik9c8/iXjRgjI9GVL4dj+/YZjp1ScGhZ9j+N/kIvmr7KDhV5ZuLEiSxatIi4uDiaNm3Kb7/9lun5c+fOZebMmWmO79q1Czs7O1Vj8/f3z/K5RqOR/fv3A6AoCtu2bVM1FnOVnRyKjEke1SF5VIfkUR1q5TEuLi7L50rBQQghhEiHoii8/vrrhIaGUqNGDWbMmAFAcpKBIxtvAFDXrxyObjb/XJOcTMSPPwJQYsgQNBYWacYFCIsP43KEqVdDc6/m/zxg0P/Tw8GzVjpXivTMmDEj3YLAvx0/fjy198aECRMYOnQod+/eZebMmQwcOJDffvstw9kokydPZvz48ak/R0VF4e3tjZ+fH05OTulek116vR5/f386dOiQ5aUd58+fJy4uDnt7e0aOHImlZfF+WZeTHIq0JI/qkDyqQ/KoDrXzmDLTLyuK928mIYQQIgM//vgjmzdvRqfTsXLlSmxsTIWFU7sCiA5PwN7Fmvp+5Z+4JnrXLvRBQVi4uuLcs2eGY6fMbqhRogbutu7/PBB2DQxJYO0ELuUzuFr816hRo+jbt2+m5/j4+KR+7+7ujru7O1WqVKF69ep4e3tz7NgxmjVrlu611tbWWFtbpzmu0+lUfwGcnTH//PNPwLScwtbWVtU4zFle/LkUR5JHdUge1SF5VIdaeczOGFJwEEIIIf7jzp07jBkzBoCZM2dSt25dAKLC4lO3wWzxYiV01v/MYFAUhfDvfwDAdcAAtDY2ZCR1OUWZ/yynCLlg+upRA7SykVRWpRQQckJRFIAnejSYi383jBRCCCEKIyk4CCGEEP9iNBoZPHgw0dHRNG/enPfeey/1sUMbrmPQGylT1fWJbTAB4v78i4SLF9HY2OA6oH+G42e4HSZAyDnTV1lOkSf++usv/vrrL1q2bImrqyu3bt3igw8+oGLFihnObijMpOAghBCisJOPT4QQQoh/+d///sf+/fuxt7dnxYoVWPzdh+HuhXBunw1Dq9XQ+uUqadb7h//wPQAuvXth6eqa4fjnw86nvx0mQMh501ePmuo9IZHK1taWjRs30r59e6pWrcprr71GzZo12b9/f7pLJgqzgIAAAgICsLCwoEmTJgUdjhBCCJEumeEghBBC/O3ChQtMmTIFMBUeKlY07UBh0Bs5uO4aALXalcXNy/6J6xKuXiX2wEHQanEbPDjTexy8Z9rGMM12mIoCD/5eUiEzHPJErVq12LNnT0GHoYrDhw8DUK9ePRwcHAo4GiGEECJ9UnAQQgghgKSkJF555RWSkpLo1q0bw4YNS33s9O4AIh/GY+dkReOuvmmuDf/mGwAcO/phVa5cpvfJcDvM6GCICweNBZSqnstnUzBWrFih2lgDBw5UbayiSJZTCCGEMAdScBBCCCGAqVOncvbsWdzd3fn2229Tl0xERyRwctsdAJq/UAkr2yd/dSbeuk3U9h0AuI8Ykek9QmJDuBxxGa1GS6syrf7z4N+zG9wrg848dxwYPHhwhltLZpcUHDInBQchhBDmQAoOQgghir1du3bx6aefAvDdd9/h6emZ+tjhn6+TrDdSupIzVRp7pLk2/NtvQVFwaNcOm6pVM73PvsB9ANQtWRdXm//0eSgiDSPr1KlDjx49cnz95s2bOXfunIoRFT2PHz/m/HlTv48WLVoUcDRCCCFExqTgIIQQolgLDQ1N/TR95MiRT7xZDrwcwc1TD9FooHXfqmk+vU+6F0Tk1q0AuI9446n3Sik4tPFuk/bBItIwsm7dukyfPj3H19+5c0cKDk9x5swZFEXBx8fnieKYEEIIUdjILhVCCCGKrZQtMB88eEDNmjVTZzkAJCcZ2L/6KgA125TFvWzaxnzh338HBgP2zZtjW7t2pveKSYrhz5A/gQwKDkWgYaSTkxN2dna5GsPW1hYnJyeVIiqaAgICAFKbmgohhBCFlcxwEEIIUWx98cUXbN++HRsbG9asWYOt7T+9E05sv0Pkw3jsna1o2r1Cmmv1D0KJ/PkXAEpkYXbDkftHSDYm4+Pkg6/zfxpPJsZA+E3T92ZccHj8+HGux1i8eDGLFy/OfTBFWGBgIADlntKgVAghhChoMsNBCCFEsXT69GkmTpwIwIIFC6hZ85+lDOH3Yzi9y/Qpcqu+VdI0igSI+OEHFL0e2wYNsGvU6Kn3S1lO8WzZZ9M++OAioICDBziUyvZzEcVLygwHb2/vAo5ECCGEyJwUHIQQQhQ7sbGx9OvXj6SkJHr06MGbb76Z+phiVNi/6ipGg4JPbXcq1C2Z5vrkiAgerV8PmHameNrODMnGZA4EHQAyWE5x/7Tpq1e9nD0hUazIDAchhBDmQgoOQgghip2xY8dy9epVvLy8+O67754oGFw6fJ/gm5FYWlvQum+VdIsJET+uQImPx6ZGDexbPn2XgDOhZ4hMjMTZ2pm6peqmPaEYFRy2bNnCrFmzCjoMsyYzHIQQQpgLKTgIIYQoVlauXJlaZFi5ciXu7u6pj8VGJnJ0k6mXQtPuFXB0s0lzffKjRzxauRIA9zefPrsB/llO0bpMayy16bRPKkYFh82bNzNz5syCDsOsyQwHIYQQ5kIKDkIIIYqNy5cv88YbpgaPH3zwAW3btn3i8cMbrpMYl0zJco7Uals23TEili3HGBuLddWqOLRr99R7KorCvnv7gAyWUyRGQ9g10/el62b1qYhiKjIykqioKEBmOAghhCj8pOAghBCiWIiNjaVPnz7ExcXRvn17pk2b9sTjdy+Gc/1EKBoNtH2lGlpt2pkLyRERRPw9u6HkmNFotE//NXrj8Q3uRt1Fp9XR3Kt52hOCzwEKOJUBR48cPTdRfKTMbnBzc8Pe3r6AoxFCCCEyJwUHIYQQxcKoUaO4ePEinp6erFq1CgsLi9TH9IkG9q++CkDtdt6ULOeY7hjh336HEheHTc2aWZrdALD77m4Amns1x8HKIe0JwWdMX4vBcgqRe9K/QQghhDmRgoMQQogib9myZSxfvhytVsuaNWvw8HhyJsGxzTeJDk/Awc2axs/7pjuGPjSUR6tXA3/PbshC7wYA/wB/ADqU75D+Can9G+pmaTxzpygKiqIUdBhmS/o3CCGEMCdScBBCCFGkXbhwgbfeeguAWbNm0aZNmycev3/9Mef23gNMSymsbNJp6giEL/0WJTER27p1sW/VKkv3vht1l+uPrmOpsUy/fwMUq4aRAMuXL8doNBZ0GGZLZjgIIYQwJ1JwEEIIUWTFxMTQp08f4uPj6dixI5MnT37icX2SgT0rLgNQvUVpyj1TIt1x9MHBPF63DoCSb4/J+uyGu6bZDY1LN8bZ2jntCQmREH7D9H3p4lFwELmTMsNBCg5CCCHMgRQchBBCFEmKojBs2DCuXLlCmTJl+Omnn9D+p8njn1tvEfkwHgdXa1q8WDnDscK+/gZFr8euUSPsmjbNcgwp/RueK/9c+icEnzV9dSkH9ukXO8xJVFQUCQkJuRojISEhdRcGkVbKDAdZUiGEEMIcSMFBCCFEkfTZZ5+xbt06LC0tWbduHSVLlnzi8eCbkZz9w/RpcZsB1bC2TX8pRdK9ezz+5Rcge7Mb7sfc52L4RbQaLe28M2gwWcSWU7i6uqYuX8mpN998Ezc3N5UiKnpkhoMQQghzIgUHIYQQRc6ePXt47733AFi4cCEtWrR44vHklKUUClRr6kn5mhnPLgj7ajEkJ2PfvDl2DRtmOYaU5RQNPBpQwjaD8e+dMH0tIgUHtRpCSlPJ9BmNRmkaKYQQwqyk/3GOEEIIYaYCAwN5+eWXMRqNDBw4kJEjR6Y5569fb/P4QRx2zla06JPxUoqEa9eI3LIFMM1uyI7U5RTlMlhOoShw77jp+7KNszV2YXbo0CFee+21XF2fHxITE2nSpAlnz57l9OnT1K1bN1/umxuhoaHo9Xo0Gg1eXl4FHY4QQgjxVFJwEEIIUWQkJCTwwgsvEBYWRr169fj666/TLIEIuR3Jmd2mdfBtBlTDxl6X4XgPF3wGRiOOfn7Y1qmT5ThC40I58/AMAO3LtU//pKggiA4GjUWRmeEAcOPGDW7cuJGrMbK6bCU33nvvPby8vDh79mye30stKbMbvLy80Oky/nsrhBBCFBZScBBCCFFkjB49muPHj+Pm5sbGjRuxtbV94nF9koE/ll9GUaBKYw98a7tnOFbsX38Rs38/WFhQctzYbMWx885OAOqVqoeHvUf6JwX+ZfrqWROs7LI1fmG1d+/egg4hS7Zv386uXbv45Zdf2L59e0GHk2WyJaYQQghzIwUHIYQQRcLSpUv57rvv0Gq1rF27Fh8fnzTnHP3lRupSilYvVclwLEVRCP10AQAuL/XB2tc3W7Fsv216E9vZt3PGJxXB5RTPPvtsQYfwVA8ePGD48OFs3rwZO7usFXoSExNJTExM/TllFw29Xo9er1clrpRxMhvvzp07AJQtW1a1+xYlWcmheDrJozokj+qQPKpD7TxmZxwpOAghhDB7hw8fZtSoUQB89NFHdOjQIc05dy+Gc35/EADtB1XHxiHjKenRO3eScO4cGjs7SmZz14XAqEDOh51Hq9HSoXzaOFKlFBy8i07BobBTFIXBgwczYsQIGjZsmPoG/mnmzp3LzJkz0xzftWtXlosWWeXv75/hYwcOHABML/S2bdum6n2LksxyKLJO8qgOyaM6JI/qUCuPcXFxWT630BYcFi9ezPz58wkODqZGjRosXLiQVq1aZXh+YmIis2bNYuXKlYSEhFC2bFmmTp2aq8ZVQgghCr+AgAB69+6NXq/nhRdeYOLEiWnOiY9JYs+PlwGo1bYs5Z7JeFcKRa8n9H//A6DEkCFYume87CI92++YZjc08WyCu20G1yYnQvDfvQPKZn3nC5G+GTNmpFsQ+Lfjx49z5MgRoqKimDx5crbGnzx5MuPHj0/9OSoqCm9vb/z8/HBycspRzP+l1+vx9/enQ4cOGfZnWLFiBWCaSdKlSxdV7luUZCWH4ukkj+qQPKpD8qgOtfOYMtMvKwplwWHdunWMHTuWxYsX06JFC7755hs6d+7MpUuXMtwG6qWXXuLBgwd8//33VKpUidDQUJKTk/M5ciGEEPkpJiaG7t27ExoaSt26dfnxxx/TNBxUFIV9q64SF5WEq6cdzXtVzHTMRxs2oL8bgEWJErgNGZLtmLK0nCL4LBiSwM4dXLO3XEOkNWrUKPr27ZvpOT4+PsyePZtjx45hbW39xGMNGzZkwIAB/Pjjj+lea21tneYaAJ1Op/oL4MzGvHfvHmB6LvLCO2N58edSHEke1SF5VIfkUR1q5TE7YxTKgsNnn33G0KFDGTZsGGDaQ33nzp0sWbKEuXPnpjl/x44d7N+/n1u3buHm5gaQ7tpdIYQQRYfRaGTQoEGcPXuWUqVKsWXLFuzt7dOcd/VYCLdOP0Sr1dDhtRpYWllkOKYhJpawrxYD4D7yTSwc0o6XmeuPrnPj8Q10Wh3ty2ewOwX8q39DI8iHHRmKOnd3d9yzMBPliy++YPbs2ak/379/n44dO7Ju3TqaNGmSlyGqImWXiow+fBFCCCEKG21BB/BfSUlJnDx5Ej8/vyeO+/n5ceTIkXSv2bp1Kw0bNmTevHmUKVOGKlWq8O677xIfH58fIQshhCgAM2fOZOPGjVhZWbFp06Z034RFhcVzYN01ABo970vJco6Zjhnxw/cYwsPRlS+H60svZTumlNkNLcu0xMkqk6n2KTtUeDfK9j1EzpUrV46aNWum/leliqlxaMWKFSlbtmwBR5e5pKQkQkJCANmlQgghhPkodDMcwsLCMBgMeHg8uY2Yh4dH6i/a/7p16xaHDh3CxsaGTZs2ERYWxsiRI4mIiOCHH35I95rC0nFaPJ3kMfckh+qQPKpDjTxu2LCBWbNmAaaeP40aNUozntGo4L/sIvoEAx4VnKjVzivTe+rv3yf8e9PvjBJvv02yKcgsx6QoSmrBwa+cX6b3sgz8Cw2QXLo+Sg7zUJAdp0X+CwoKQlEUrK2tKVmyZEGHI4QQQmRJoSs4pEhvDe5/j6UwGo1oNBpWrVqFs7MzYFqW8eKLL/LVV1+l2YcdCk/HaZF1ksfckxyqQ/Kojpzm8ebNm6lN/3r06IG7u3u6HfujblgRddMajYWCxvs+O3YEZTpu6VWrcUxMJK6CLweSkiCbuwAEJgdyL+YeVlgRfyGebRfTv942KQy/6PsYsWDHuVAMGZyXVQXRcbqo8PHxQVGUgg4jSwICAgDT7IaMXg8JIYQQhU2hKzi4u7tjYWGRZjZDaGhomlkPKUqXLk2ZMmVSiw0A1atXR1EU7t27R+XKldNcU1g6TounkzzmnuRQHZJHdeQmj4GBgbz55pskJSXRqVMn1q5di4VF2p4MwTci+W3HOQCe7VeVKk3S//2RIv7kSYLOnQOtlqqffELtatWyFRfA3ONz4Tq0L9+eni16Znie5vx6uAh41aXj872zfZ8UBdlxWuQ/6d8ghBDCHBW6goOVlRUNGjTA39+fXr16pR739/enR48e6V7TokULNmzYQExMDA4ODgBcu3YNrVab4ZrMwtJxWmSd5DH3JIfqkDyqI7t5jIqKomfPnqnbJa9duxYbG5s05yXE6Nm74iqKAlWbeFKjZeZr8xWDgbB58wBw6dMHh1q1svdEgCRDEjvv7gSgZ+WemT+ve8cA0Pq0QKtSp+j87jidXXq9nqtXr/Lw4UMiIyNxdnamZMmSVK1aVf5fyqJ/z3AQQgghzEWhKzgAjB8/nldffZWGDRvSrFkzli5dSkBAACNGjABMsxOCgoJS96Pu378/H374IUOGDGHmzJmEhYUxYcIEXnvttXSXUwghhDAver2ePn36cP78eTw9Pdm2bdsTs9pSKIrCHysuE/MoEedStrTuV+WpY0du2kTipctoHR0p+faYHMW3/95+opKiKGVXiialn7Lbwd2jpq/lm+foXubi4cOHLF++nN9//52//vrrib5JKWxsbGjcuDFdu3Zl0KBB0psgEykzHKTgIIQQwpxkqeBQoUIFVW6m0Wi4efPmU897+eWXCQ8PZ9asWQQHB1OzZk22bdtG+fLlAQgODk6t9AM4ODjg7+/P6NGjadiwISVKlOCll156YusrIYQQ5klRFEaOHJnaY+e3337LcFr5uT33uHMuDK2lho7Da2Jlk/mvOUNMDKH/WwiA+1sjsfx7a+Xs2npjKwDdKnTDQpvxtpvEhEL4dUAD5Zrm6F6F3fXr1/nggw/YtGkTSUlJgGm5ZIMGDXBzc8PJyYnIyEgePXrElStX2L9/P/v37+f999+nd+/ezJo1i0qVKhXwsyh8Ul73yJIKIYQQ5iRLBYc7d+6ocrPsNDkaOXIkI0eOTPex5cuXpzlWrVo1aeQmhBBF0CeffMJ3332HVqtl7dq1NGjQIN3zQu9GcWTjDQBavFCZkt6Zb4EJELZkCYbwcKx8fHDr3z9H8YXHh3Mo6BAAPSqmv/Qv1d2/t3f2qAG2rjm6X2E2evRoli5disFgoG3btvTv3582bdrg6+ub4TW3bt1i7969rF69mvXr1/PLL7/w+uuv8+WXX+Zj5IWfzHAQQghhjrRZPXHw4MEYjcYc/zdo0KC8fB5CCCGKoLVr16buSPH555/z/PPPp3teUkIyu767iNGg4FvHnVptyjx17KQ7d4hY8RMAHpMnobGyylGM225vI1lJppZ7LSq4PGVGYEDRXk7x/fff8+abbxIQEIC/vz9DhgzJtNgAplmUQ4cO5Y8//uDu3buMGDEiwy2tizOZ4SCEEMIcFcoeDkIIIcSBAwcYPHgwAOPGjWPUqFHpnqcoCvtWXSXyYTwObta0G1j9qTPqFEUh5MPZoNdj36oVDs8+m+M4t940LafoXrH700++e9j0tVyzHN+vMLt16xaenp45vr5MmTJ8/vnnqUUmYRIVFUVkZCQgMxyEEEKYlywVHP73v//xzDPP5OpG/fv3p27durkaQwghRPFw9uxZnn/+eRITE+nVqxfz58/P8NwL+4O4fvwBGq0Gv9dqYGP/9F0PonfuJPbwYTRWVni+PzXHcV6NuMqViCvotDo6+3bO/OT4xxBywfR9EZ3hkJtiQ16MU1SkLKdwcXHB0fHpS4WEEEKIwiJLBYe333471zfq0KEDHTp0yPU4Qgghirbbt2/TqVMnoqKiaNWqFatWrcLCIv1GjCG3Ijm04ToAzXtXpHQll6eOb4iJ4cGcuQCUeP11rP5uSJwTW25uAaCNdxucrdPumvGEwD8BBdwqgqO8oRZZJ/0bhBBCmKss93AQQggh8lpoaCh+fn6EhIRQq1Yttm7dmuH2xnFRSexYegGjQaFi/VLUaZ+1N2NhX35JcmgouvLlKDF8WI5jTTQkpi6n6Fmp59MvuH3A9NWnRY7vWVRt3749datrkdbjx48BcMvhLipCCCFEQVGt4LBlyxZmzZql1nBCCCGKmejoaLp06cKNGzfw8fFhx44duLi4pHuu0WBk1/cXiH2ciKunHe0GVsvSTkgJly8T8dNKADynfYDW2jrH8f5x9w8iEyPxtPekhVcWigi39pm+VmiT43sWVbNmzWLIkCEFHUahlZiYCJBh8U0IIYQorFQrOGzevJmZM2eqNZwQQohiJDExkd69e3Py5Enc3d3ZuXMnXl5eGZ7/59ZbBF19jM7agk5v1MLK5ukrBBWjkZAZM8FoxLFzJxxa5m6mwc/Xfwagd6XeWGjTX/KRKuYhPPi7f4NvzhtUiuIpISEBAOtcFMiEEEKIgiBLKoQQQhSolK2Td+/ejb29Pdu2baNKlSoZnn/r9ENO7TRtEdhuYHXcSttn6T6Pf/6Z+LNn0drZ4TFpUq5ivhN5h+Mhx9FqtPSq3CsLF/y9nMKjJti75+reovhJmeFgY2NTwJEIIYQQ2SPbYgohhCgwiqIwevRo1q1bh06nY9OmTTRq1CjD8x8/iGP3j5cAqPOcN5UalMrSfZLDw3m44DMASr49Bp2HR67i3nh9IwAty7TE0z4LDSBv7Td9LeLLKezs7HJ0XcobapE+meEghBDCXEnBQQghRIFQFIWJEyeyePFiNBoNP/74Y6a7GSXG6fl98Tn0CQZKV3KmWa+KWb5XyOzZGCIjsa5eHdcBA3IVt96gT92d4sXKL2btopT+DUV8OUXKG+OcyEoPjuIqJa8yw0EIIYS5UW1JhaIoKIqi1nBCCCGKuNmzZzN//nwAvvnmG/r165fhuUajwq7vL/L4QRwOrtZ0er0WFhZZ+xUWvXs30dt3gIUFpWd/iMYyd7X2PYF7iEiIoJRtKVqVbfX0Cx7dgcd3QWsJ5Zvn6t6FnZeXFxqNhgcPHmA0GrP8X5MmTQo69EJNllQIIYQwV6oVHJYvX47RaFRrOCGEEEXY5s2b+fDDDwFYuHAhw4cPz/T8oxtvEHAxAkudli5v1sbOySpL9zFERREy07SDUonXXsO2Ro3cBQ5suLYBgJ6Ve2KpzULxImU5RZmGYO2Q6/sXZimFgxMnThRwJEWLLKkQQghhrqRppBBCiHz19ddfs3z5cgA++ugj3n777UzPv3I0mDO7AwFoP/gZSpZzzPK9HsybR/LDh1j5+OA+6q0cx5zi5uOb/Bn8J1qNlhcqv5C1i24Xj/4NAI0bN0ZRFP76669sXSczJDMnMxyEEEKYK+nhIIQQIt8sW7aMMWPGADBx4kSmTJmS6fkhtyLZu+oKAA27+mS5SSRA7JEjRP78C2g0lP5oNloVPh1ec2UNAG292+LlkPG2namMBri5x/R9MSg4dOjQgWPHjmW7eeQHH3zAw4cP8ygq8yczHIQQQpirLM1wcHNzY/To0bm60VtvvUWJEiVyNYYQQgjztW7dOoYNGwbA888/z6xZszI9PzoigW1fn8eYrFChbkkad/XN8r2McXEET/sAANf+/bFr0CDngafEkxTN1ptbAehXLeN+E08IOgXxj8DGGcpmvPtGUVG/fn02bdrEhAkTsnVdly5dGDRoUB5F9SQfHx80Gs0T/03K5TapeU2aRgohhDBXWZrh8PjxY2JjY3N1o7i4OB4/fpyrMYQQQpinDRs2MGDAAIxGI8OGDaNr166Z7kqgTzSw/evzxEclUaKMA+0HV0ejzfouBqELF6IPCsLSqzQlx41T4ymw5cYW4pPjqehckcaejbN20fVdpq8V2oKFTCosLGbNmvVE3xAHh8LdW0OWVAghhDBXWX71c+bMmad+GvW064UQQhQ/69atY8CAARgMBgYOHMiiRYvYsWNHhucbjQq7vrvAw4BobBx0dHmzFlY2WX+zHvvnXzz6aSUApWfOxMLBPtfPwagYU5dT9KvWL+tbON7wN32t7JfrGIR6HB0d8fT0LOgwskyWVAghhDBX2So45LZoIHtsCyFE8bJ69WpeffVVjEYjgwcP5rvvvst0RyNFUTi07hp3zodjodPSdWRtnNxts3w/Q3Q09ydPAkXBpU8fHFplYdvKLDgcdJiA6AAcdY48X/H5rF0U8xDunzZ9X+k5VeIQ6vjkk0/48MMP8fb2pk+fPkyYMAErq4x3PklMTEydZQAQFRUFgF6vR6/XqxJTyjjpjZdScLC0tFTtfkVRZjkUWSd5VIfkUR2SR3WoncfsjJOlgsOyZctyHIwQQojiaeXKlQwaNAij0cjQoUNZunQpWq0204LD2T8COb8/CDTQYcgzeFZwztY9H3w0h+T7wei8vfGYNDG3TyHV6iurAehRqQd2uiw2RLz5h+mrZ21w9FAtFpE7b7/9NvXr18fV1ZW//vqLyZMnc/v2bb777rsMr5k7dy4zZ85Mc3zXrl3ZbpD5NP7+/mmO3b9/H4DLly+zbds2Ve9XFKWXQ5F9kkd1SB7VIXlUh1p5jIuLy/K5WSo45FcjJyGEEEXDihUrGDx4MIqiMHz4cL7++mu02sz7FN88FcrhX24A0OKFSlSsn/UdKQCi/P2J3LwZNBq8Pp6L1j73SykAbj2+xaGgQ2jQ0Lda36xfeD1lOUUHVeIQGZsxY0a6BYF/O378OA0bNmTcv3p61K5dG1dXV1588UU++eSTDJtbT548mfHjx6f+HBUVhbe3N35+fjg5OanyHPR6Pf7+/nTo0AGdTvfEY7NnzwagadOmdOnSRZX7FUWZ5VBkneRRHZJHdUge1aF2HlNm+mWFdLASQgihqmXLljF06FAURWHEiBF89dVXTy02hNyKxH/ZJVCgVpuy1Gnvna17JoeFEfLBdABKDBuqyq4UKVZcWgFAG+82lHcqn7WLjIZ/ZjhUkoJDXhs1ahR9+2ZeDPLx8Un3eNOmTQG4ceNGhgUHa2vrdPsn6HQ61V8ApzdmUlISYGpuKS+4ny4v/lyKI8mjOiSP6pA8qkOtPGZnDCk4CCGEUM3SpUsZMWIEiqIwcuRIFi1a9NT+PY9D4/h98TkMeiM+td1p+VLlbPX8URSF4GkfYHj0COuqVXHP5TbO/xYWH5a6FeaQmkOyfuG948VqO8ynOXDgAJ6enlSpUgWAa9euERISQuvWrVUZ393dHXd39xxde/q0qc9G6dKlVYklL0jTSCGEEOYq84+chBBCiCyaN28eb7zxBoqiMGrUqCwVG2IjE/n1izMkxOgpWc4Rv6E10GZj+0uAyF9+IWbvXjQ6HV7z5qHNpPlfdq2+vBq9UU/tkrWpW7Ju1i+88pvpa+WOsh0m0KZNGz755JPUn+fOnUvbtm3zPY6jR4/yv//9jzNnznD79m3Wr1/PG2+8Qffu3SlXrly+x5NVsi2mEEIIcyWvgoQQQuSKoihMnTqVuXPnAqb17h999NFTiw2Jccn89sV5osIScHK3oetbtdFZW2Tr3ok3bxLy0RwASo59G5uqVXL2JNIRp49j3dV1AAyuMTjrsy4UBa78bvq+WlfV4jF3iqIUdAhYW1uzbt06Zs6cSWJiIuXLl2f48OG89957BR1aplJmOEjBQQghhLmRgoMQQogcMxqNjB49msWLFwPw8ccfM3Hi03eHUAywc+lFwoNisHWyovvbdbF3zt50cWNCAkHj30GJj8e+eTPchmRjyUMWbL6xmaikKLwdvWnn3S7rFz68ChG3wMIKKrVXNSaRO/Xr1+fYsWMFHUa2yZIKIYQQ5koKDkIIIXJEr9fz2muvsXLlSjQaDUuWLOGNN9546nVGg0L4GVsSQqOwsrWk+5g6OJfM/taCofPmkXj1KhYlSuD1ySdontKYMjsMRkNqs8iBzwzEQpuNmRcpyykqtAFrR9ViEsWXLKkQQghhrqTgIIQQItsSEhJ4+eWX2bp1K5aWlqxYsYJ+/fo99TrFqHBg9TUSQi2x0GnpOrI27mWz/6Y8atcuHq1eA4DXxx9jWbJktsfIzI47OwiKCcLF2oUelXpk7+Kr20xfq8r2hSL3FEWRGQ5CCCHMVq4KDgaDgYiICDQaDa6urlhYZG/trRBCCPMTGRlJr1692Lt3LzY2NmzYsIFu3bo99TpFUTi88QbX/goFjcJzQ6rhVdkl2/fXBwUR/P40wLQFpkOrltkeIzNGxci3574F4NVnXsXW0jbrF0cFQ9BJ0/dVO6salyie9Hp96vcyw0EIIYS5yfb808DAQCZNmkSdOnWwsbHB09MTDw8PrK2tqVOnDpMmTSIgICAvYhVCCFHAgoKCaNWqFXv37sXBwYHt27dnqdgAcPz3O5zdHQiAa60Eytcqke37K3o9Qe+8izEqCps6tSn59tvZHuNp9gTs4WbkTRx1jvSr9vRZG09Imd1QthE4eqoemyh+UmY3gBQchBBCmJ9sFRwWLVpEtWrVmD9/PufPn8dgMKAoCoqiYDQaOX/+PPPnz6dq1ap88cUXeRWzEEKIAnDp0iWaNWvG+fPn8fT05ODBg7Rp0yZL157ccYfjv90GoFnvCtiXSc5RDA8//5z4M2fQOjhQZsECNDpdjsbJiKIoLD23FIB+1fvhaJXN5R6XNpu+yu4UQiX/LjhYqbjlqxBCCJEfslxw+OSTT3j77bdJTEzkpZdeYvPmzQQGBpKQkEB8fDwBAQFs2rSJF154gaSkJMaNG5e6RZoQQgjzdvDgQVq0aEFgYCBVq1bl6NGj1K1bN0vXntkdwLHNtwBo2rMCtdqWyVEMUbt2Ef7d9wCUnj0bq7JlczROZg4GHeRyxGVsLW15tfqr2bs4JhTuHDJ9/0xP1WMTxVNKw0grKyu0KjZGFUIIIfJDln5zXbx4kffffx83Nzf279/PmjVr6N69OytXrqRz585YW1tTtmxZevTowfr169m7dy/Ozs588MEHXLhwIa+fgxBCiDz0yy+/0KFDBx4/fkzz5s05fPgwPj4+Wbr2/L57HP75BgCNuvnSoFPWrvuvxFu3CZ48BQC3IUNw6tQxR+NkRlEUvjn7DQB9q/bFxcYlewNc3gqKEbzqg5uv6vGJ4kkaRgohhDBnWSo4fPHFFxiNRlatWkWLFi1Sj1+5coV9+/alOb9169asWrUKg8HAokWLVAtWCCFE/vryyy/p06cPiYmJ9OzZk927d1OiRNZ6L1w6fJ8Da68BUL9jeRp19clRDMbYWO6NGY0xNha7Ro0o9c74HI3zNEeDj3Iu7BzWFtYMrDEw+wNc3Gz6WqOXqnGJ4k22xBRCCGHOslRw2LNnD9WrV8fPzy/LA3fu3Jnq1auze/fuHAcnhBCiYBgMBsaOHcuYMWNQFIU333yTn3/+GVvbrO3YcPXPEPauvAJAnfbeNO1ZAY1Gk+04FEUheNo0km7cxLJkScp8tgCNpfo7OiuKwqLTpgL5i1VexN3WPXsDRD/4ZzlFjZ7qBieKtZQZDlJwEEIIYY6yVHC4f/8+NWvWzPbgtWrVIjg4ONvXCSGEKDhRUVF0796dzz//HIA5c+bw1VdfZXnr48tHgtm9/BIoUPPZMrR4sVKOig0Aj1asIGrbdrC0pMznC7EsWTJH4zzNvsB9nA87j62lLcNqDcv+AJe2AIppdwqXcmqHZ/aeffZZqlWrlvpztWrVaN26dQFGZD5kSYUQQghzlqWPiaysrFKn9GVHYmIiOpU7iAshhMg7d+/epVu3bly4cAFbW1tWrFjBiy++mOXrLx4MYt+qqwDUaOVF65er5LjYEPvnXzyYNx8Aj4kTsatfP0fjPI1RMbLojGl2Q/9q/bM/uwHg4ibTV1lOka69e/c+8fPEiROZOHFiAUVjXmRJhRBCCHOWpYKDr68vx44dQ1GULL9wNBqNHD16lAoVKuQqQCGEEPnj2LFj9OjRg9DQUEqXLs3WrVtp2LBhlq8/t/ceB9eZejbUbluWli9VznGxISkwkKAxY8BgwKlbN1xfGZCjcbJi552dXHt0DQedA0NqDsn+AI8DIOAIoIFneqgenyjeZIaDEEIIc5alJRVdunQhNDSUTz/99InjiqJkeM2nn37Kw4cP6dpV9iIXQojCbs2aNbRp04bQ0FDq1q3LX3/9la1iw5ndAanFhrodyuWq2GCIiSHwzTcxREZiU6sWpWd/mOOxnibZmMziM4sBGFRjEM7Wztkf5Nx601efluCs/ladoniTGQ5CCCHMWZYKDmPHjsXR0ZHJkyczZ84cDAYDAMOHD+eHH3544lyDwcCcOXOYPHkyzs7OjB07NkeBLV68GF9fX2xsbGjQoAEHDx7M0nWHDx/G0tIyy/vDCyFEcWY0Gpk2bRr9+/cnMTGR7t27c/DgQcqWzfob55M77qRufdmgc3ma966Y4wKBYjAQ9M47piaRpUpRdtEitHn4Rmvrza3cibqDq7Urrz7zavYHUBQ4u9b0fZ1+6gYnBNI0UgghhHnLUsHB3d2ddevWYWFhwbRp0/D19eWdd97h7t27lClTBn9/f1atWsX48ePx9fVl2rRpWFpasnbt2ixvn/Zv69atY+zYsUydOpXTp0/TqlUrOnfuTEBAQKbXRUZGMnDgQNq3b5/tewohRHETGRlJjx49mD17NgDvvvsuGzduxMHBIUvXK4rCn1tvcWzzLQAaP+9L0x45LzYAhC74jNj9B9DY2FD2q6/QeZTK8VhPE6eP46vTXwEwtNZQ7HX22R/k/ikIvw6WtvBMd5UjFEKWVAghhDBvWd5brGPHjhw8eJDBgwdz5coVFi5cmOaclCUW1apVY/ny5TRu3DhHQX322WcMHTqUYcNMncIXLlzIzp07WbJkCXPnzs3wujfeeIP+/ftjYWHB5s2bc3RvIYQoDi5fvkzPnj25du0aNjY2LF26lFdfzfon/EajwoE1V7l48D4ATXtWoEEnn1zF9HjjJiL+njXnNXcOtrWyvztSdqy4tILQ+FDKOJShX7Uczk5Imd1QvRtYO6oXnBB/kyUVQgghzFm2NjNv3Lgxly5dYvv27Wzbto0zZ84QHh6Ooii4u7tTp04dunTpQufOnXPeKCwpiZMnTzJp0qQnjvv5+XHkyJEMr1u2bBk3b95k5cqVqZ/WCSGESGvz5s0MHDiQ6OhovL292bx5M/WzsQOEIdnI7mWXuHEyFDTwbL+q1GxdJlcxxR77k+Dp0wFwHzkSp86dczXe04TFh/HDBVNxY2z9sVhZWGV/kOQkuPCL6fvafVWMznwNHTqUvn370qFDh4IOpciQGQ5CCCHMWbYKDik6d+5M5zx6MRgWFobBYMDDw+OJ4x4eHoSEhKR7zfXr15k0aRIHDx7E0jJrTykxMfGJrT6joqIA0Ov16PX6HEb/pJRx1BqvuJI85p7kUB3mnkej0cisWbOYM2cOAM8++yyrV6+mZMmSWX5O+kQD/t9d4t6Vx2gtNLQdWJWK9bN+PaTNY+L16wSNHg16PQ4dO+L8xut5nuNFpxYRnxxPzRI1aVemXY7up7m6Hcu4cBT7UiSXawH5/PdC7b+PaoyzbNkyEhISpOCgIpnhIIQQwpzlqOCQH/47QyKjLTkNBgP9+/dn5syZVKlSJcvjz507l5kzZ6Y5vmvXLuzs7LIfcCb8/f1VHa+4kjzmnuRQHeaYx+joaD7//HNOnDgBQLdu3Rg8eDDHjx/P8hiGJAg/YUdSpAUaCwW3enFcDTnO1W05i8nf3x/LyEi8v1qMLjqaOF8frrdqibJjR84GzKJQQygbozcC0DSxKdu3b8/ROE1uLsATuGHfkEs7dqkYYfao9fcxLi5OlXFSCvj/dubMGRwdHalYsWKm1+r1enQ6nSpxFBXSNFIIIYQ5K3QFB3d3dywsLNLMZggNDU0z6wFML6JPnDjB6dOnGTVqFGD6FE9RFCwtLdm1axft2rVLc93kyZMZP3586s9RUVF4e3vj5+eHk5OTKs9Fr9fj7+9Phw4d5AVULkgec09yqA5zzeOJEyd4++23uXv3LtbW1ixevDhb/RoAoiMS2L7kAkmR8VjbWdJpRA08fHP2b2VKHts3a8aDYcNJioxE5+tLjZ9WUNs5B9tSZoOiKIzeNxolWqFt2baMbD0yZwNF3cfyzHkAfHp/gE+JSipGmTVq/31Mr1CQE4GBgWmOLViwgDVr1pCQkJDuTMTY2Fi6d+/Ovn378Pb2Zvr06QwZMkSVeNLz+++/M2vWLM6dO4e9vT2tW7dm48aNeXa/3JAlFUIIIcxZoSs4WFlZ0aBBA/z9/enVq1fqcX9/f3r06JHmfCcnJ86fP//EscWLF7Nnzx5+/vlnfH19072PtbV1ur+8dTqd6m8k8mLM4kjymHuSQ3WYSx4VReGrr75i/Pjx6PV6KlSowIYNG7LVrwHgYUA0vy06S1xUEvbOVjz/dl1KeGVtJ4sMJScT9t5Ekq5dw6KkO+W+/RYrd/fcjZkFewP2ciT4CJZaS95p9E7O/xzPrwXFCOVbovOsrm6Q2aTW30e1/k5fuXKFxMTEJ37HPn78GEVRiIyMTHf3qq+//pq9e/dSunRpdDodw4YNw9HRkRdffFGVmP7tl19+Yfjw4cyZM4d27dqhKEqa1xGFiSypEEIIYc4KXcEBYPz48bz66qs0bNiQZs2asXTpUgICAhgxYgRgmp0QFBTEihUr0Gq11Kz5ZCfzUqVKYWNjk+a4EEIUF9HR0QwfPpx169YB0KtXL5YtW4ZzNmcQ3Dkfxs7vLpKcaKBEGXu6vlUHR7fcvfFRjEY8f/mF+FOn0djZ4f3111iVzV3TyaxINCTyyfFPABj0zCDKO5XP2UBGA5z+yfR9g0EqRVd06PV6fv/9d3r37p167Pbt2wBcu3aNZs2apbnm8uXLaDQazp07h4uLC23atGHevHmqFxySk5N5++23mT9/PkOHDk09XrVqVVXvoyaZ4SCEEMKcFcqCw8svv0x4eDizZs0iODiYmjVrsm3bNsqXN704DA4OJiAgoICjFEKIwuncuXP06dOHa9euYWlpybx58xg7dmy2dw+6eDCI/WuuoRgVylZzpdMbtbC2zd2vDUVRCPtkHk6nToOFBWUX/g/bGjVyNWZWLbuwjKCYIErZleL12q/nfKCbeyEyEGxcoHp31eIrKuzt7Zk+fTqdO3fG1taWoKAgLl++DMAff/yRbsEhIiICGxub1NkP06dPZ9WqVarHdurUKYKCgtBqtdSrV4+QkBDq1q3Lp59+So1M/h4WZKPp+Ph4wDQDxVwb1uYXc2/sW1hIHtUheVSH5FEdBdloulAWHABGjhzJyJHpr61dvnx5ptfOmDGDGTNmqB+UEEIUYoqi8O233zJ27Fji4+MpW7Ys69evT/cNXqbjGBWObb3FqR13AajW1JM2r1TDwlKb6xjDvlxE5OrVAHh8+CEOrVvnesysuB9zn+/Pfw/Auw3fxU6Xi+bAJ5eZvtbpCzqZ5v5fXbt25eDBgzRr1oxhw4al9kbo2LEj3377LePHj0/TnPncuXNP9Gl67rnneO6551SP7datW4DpdcJnn32Gj48PCxYs4Nlnn+XatWu4ubmle11BNppOifnWrVts25bDDq3FjDk29i2MJI/qkDyqQ/KojoJoNF1oCw5CCCGyLjw8nOHDh7Np0yYAOnXqxE8//YR7Nvsi6JMM7PnxMjdOhgLQqJsvjbr6ZHt2RLoxLl9O2OLFADzo0YNKz3fL9ZhZ9emJT0kwJNDQoyGdfDrlfKDHAaRuy9Eg75oamqtvvvkGW1tbRo8eTffu3RkzZgwAfn5+zJ07lwYNGtCvXz9++umn1AbNW7Zs4datW08swciuGTNmpFsQ+Lfjx49jNBoBmDp1Ki+88AJg2sqzbNmybNiwgTfeeCPdawuy0fSyZaYCV7169ejSpYsq9yqqzLWxb2EjeVSH5FEdkkd1FGSjaSk4CCGEmdu7dy+vvvoqQUFB6HQ65s6dy7hx49BqszcjIToige1fn+dhQDRaCw1tBlSjevPSqsT4+JdfCP3Y1D/BbfQorpUtq8q4WbEvcB/+d/2x0FgwqfGk3BVPjn9vahbp+yyUqqZajEXF8OHDU7+/desWe/bsQVEUunTpgrW1NRMnTmTu3Ln4+PjQpk0bNBoNv//+OxqNhkGDct4PY9SoUfTt2zfTc3x8fIiOjgbgmWeeST1ubW1NhQoVMl2qWZCNplOmrdrb28uL7Swyl8a+hZ3kUR2SR3VIHtVREI2mpeAghBBmSq/XM336dD7++GMURaFKlSqsWbMm27tQAITcimTb1+eJj0rCxkFH5zdq4VXZRZU4o3bsIHjaBwC4DRmC6/DhsH27KmM/TUxSDLOPzQZg4DMDqeqWi+aA+ng49aPp+ybpfxIu/uHk5ETPnj2fOPbRRx/h6enJhx9+yObNmwHQaDSMGTOG559/Psf3cnd3z9JsngYNGmBtbc3Vq1dp2bIlYPr/6M6dO6l9ogobaRophBDCnEnBQQghzNDNmzfp378/f/31FwBDhw5l4cKFODhkf7vKK8eC2bvyCsZkhRJlHOjyZi2c3G1ViTNq5y6C3nkXjEacX3yBUu9NIDk5WZWxs+LL01/yIO4BZR3K8mbdN3M32PkNEP8IXMpBlVwsyyjmRo8ezVtvvcWJEycICwujevXqGW5hrTYnJydGjBjB9OnT8fb2pnz58syfPx+APn365EsM2SXbYgohhDBnUnAQQggzoigKy5cvZ8yYMcTExODi4sLSpUtz9GbJaFQ4uukmZ/xNU8l967jz3JBnsLJR51dDlL8/Qe+8AwYDTt2fp/TMmar0gsiqsw/PsubKGgCmNZuGrWUuiiiKAn8uNX3faBhoLVSIsPjSarU0bty4QO49f/58LC0tefXVV4mPj6dJkybs2bMHV1fXAonnaVJmOEjBQQghhDmSgoMQQpiJ4OBgXn/9dX777TcAWrVqxcqVKylXrly2x0qI1bN72SXuXggHoGEXHxp380WjVacgEL17N0HjxkNyMk7duuE1dy4ai/x7k6436JlxZAYKCt0rdqe5V/PcDXj7ADw4D5a2UO9VdYIsgq5cuUK1arnvbaHWOOnR6XR8+umnfPrpp3kyvtpkSYUQQghzlvs9zoQQQuS5devWUbNmTX777TesrKyYO3cue/bsyVGx4WFANOvnHOfuhXAsdVr8htWgSfcK6hUb/viDe2PHmYoNXbvi9XH+FhsAll1cxo3HN3C1duXdhu/mfsBD/zN9rfcK2KW/daKAmjVrMmDAAC5cuJCj68+cOUPfvn2pVauWypGZL1lSIYQQwpzJDAchhCjEwsLCeOutt1i/fj1g2hrvxx9/zPEbskuH73NgzTUMyUac3G3o9EYtSno7qhZv9O7d3EuZ2dClC16ffIzGMn9/1VyNuMrXZ78G4L3G7+Fqk8up8vfPwK29oLGA5qNyH2ARNm3aNBYsWMDatWupU6cOAwYM4Nlnn6VOnTrpdrROTEzk9OnT7N27l9WrV3Pp0iXs7e354IMPCiD6wklmOAghhDBnUnAQQohCauvWrbz++us8ePAACwsL3n//faZOnZqj7YySkwwcWHuNy0eCAfCp7c5zg6tjbafeFlORv/7K/UmTwWDAsXMnvOZ9ku/FhiRDElMOTUFv1NOmbBu6+nbN/aCHPzd9rdELXH1yP14RNn36dN58800++ugjVqxYwYQJE9BoNOh0Onx8fHB1dcXR0ZGoqCgiIiK4e/cuycnJKIqCs7Mzb7/9NpMnT6ZkyZIF/VQKDZnhIIQQwpxJwUEIIQqZ8PBwxo0bx08//QTAM888w4oVK2jQoEGOxot8GM+OpecJC4xBo4EmPSpQ36+8aksoAB6tXUfIzJmgKDj36EHpj2bne7EBYPGZxVx7dA1Xa1emN5+e+yaVEbfg0mbT9y3eznV8xUGpUqX4/PPP+fjjj1m/fj2//fYbhw8f5tq1a2nO9fT0pFWrVnTt2pWXXnpJ3lSnQ5pGCiGEMGdScBBCiEJCURTWrFnD2LFjefjwIRqNhgkTJjBz5swcv9m4dfohe366TGJcMraOOjoMrYF3NXV7EIT/sIzQefMAcO3fD4/330ejzf8WQadDT7Ps4jIApjebjrute+4HPfIlKEao9ByUrp378YoRW1tbBg0axKBBgwB4+PAhoaGhREZG4uzsTKlSpWQmQxbIkgohhBDmTAoOQghRCAQEBPDmm2+ybds2wNR877vvvqNJkyY5Gi85ycDhn29w4UAQAB6+TnR6vSYOrup9SqooCmGLviLsq68AKDF8GCXHj8/XrS9TxOnjmHpoKkbFSPeK3Wlfvn3uB40JhdOrTN+3GJv78Yq5kiVLSoEhm4xGI3q9HpAZDkIIIcyTFByEEKIAGQwGFi9ezOTJk4mNjcXKyopp06bx3nvvYWVllaMxw+/HsOu7i0TcjwWgnl85mnSvgIWlerMOFIOBBx99xKPVawAoOXYs7iPeUG387Jp/Yj6B0YGUti/NpMaT1Bn08OdgSIQyDcCnpTpjFjMbNmygXr16VKpUqaBDMUsp/RtAZjgIIYQwT1JwEEKIAnLhwgWGDx/OsWPHAGjZsiXffvst1apVy9F4iqJw8eB9Dm24jkFvxNbJiucGV6fcMyXUDBtjQgJB775LzO4/QKPBY+pU3F4ZoOo9smPHnR38fO1nAGa3mI2jlQq7bkQFw/HvTN+3mQwFMGujKHj55ZfRaDTY29tTp04d6tatS7169ahbty41a9bMcVGtuPh3wUFmOAghhDBHUnAQQoh8FhMTw8yZM1m4cCHJyck4Ojoyb948Xn/9dbQ57H2QEKtn38or3Dz9EIByz7jRfvAz2Dmp+4Yu+dEj7o18i/jTp9FYWeE1bx5OnTqqeo/sCIwKZMaRGQAMqzWMxqUbqzPwwQWQnADeTUz9G0SOTJ48mdOnT7Njxw4OHz7M4cOHU5fcWFpaUq1atdQCRMpXZ2fnAo668Ejp35Cy04cQQghhbqTgIIQQ+URRFH7++WfGjRtHUJCpt0LPnj1ZtGgRZcqUyfG4gZci+GPFZWIfJ6K10NC0Z0XqtvdWdRcKgKR7QQQOH07S7dtonZzw/moRdo0aqXqPbMVjSOLdA+8Sq4+lfqn6vFX3LXUGfhwAJ5ebvm/3vsxuyIXBgwezYsUKSpQowdChQ6lQoQLx8fGcO3eOrVu3cv78eS5cuJC6IwtA+fLlUwsQ06ZNK8DoC96/G0YWRG8UIYQQIrek4CCEEPng2rVrjBo1Cn9/fwAqVKjAF198QdeuXXM8pj7RwJGNN7iw31S8cC5pi9+wGpQq76RKzP+WcPkyAa+/juFhGJaenpT7dinWlSurfp/s+OzkZ1wKv4SLtQuftP4ES61Kv9IOzAejHnxagW9rdcYspsaOHUtsbCznzp2jbNmyTzyWmJjI7NmzmTNnDgMGDMDKyopTp05x6dIl7ty5w5YtW4p9wSFlSYUspxBCCGGupOAghBB5KC4ujjlz5jB//nySkpKwtrZm0qRJTJw4EVtb2xyPG3Irkt3LLhH5MB6AWs+WoVnvSuisLdQKPVX07t0EvTcRJS4O6ypV8F76DTpPT9Xvkx1/3P2DVZdNO0h81PIjPO1Viif85j87U7R7X50xi7EjR47w7LPPpik2gOlT+w8//BAPDw/ef/99zp49S/ny5dHr9Vy4cIHTp08XQMSFS8oMByk4CCGEMFdScBBCiDyQsnxiwoQJ3L17F4BOnTrx5Zdf5qpjv0Fv5K/fb3N6510UBexdrGk/sDrez7ipFXoqRVEIX/otD//3PwDsmjWl7OefY+Gk/gyK7LgdeZv3D5uKAYNrDKZ1WRVnIez5EBSDqW9DuabqjVtMGY1GDAZDpueMGjWKr776ipkzZ/LDDz+g0+moV68e9erVy6coC6+UGQ6yQ4UQQghzJQUHIYRQ2cmTJxk7diyHDh0CwNvbm4ULF9KrV69crcMOvRvFnhVXCA+KAaBqE09avVwZazv1m8kZExMJfn8aUb/+CoBr//54TJ6EpoAb10UnRTNmzxhi9DHUL1WfMfXHqDd4wJ9wcROggfbT1Ru3GGvUqBF79+4lNDSUUqVKZXhe3bp12blzZz5GZh5khoMQQghzJwUHIYRQSXBwMFOnTmX58uUoioKtrS3vvfceEyZMwN7ePsfj6pMMHP/1Nmd2B6AoYOOgo82AqlSsl/EbuNxIfviQwFGjSDh7Diws8Hx/Kq79+uXJvbLDqBiZcnAKd6Lu4GHnwYI2C9BpVSqAGI2wc7Lp+3qvQOna6oxbzE2YMIHOnTvTq1cvfv31V9zc0p+Jc/36dSIiIvI5usLv300jhRBCCHMkBQchhMilhIQEPvvsM+bMmUNsbCwAAwYMYO7cuXh7e+dq7HtXH7F35RWi/u7VULlhKVq+VEX17S5TxJ+/wL3Ro0kOCUHr7EzZzxdi37RwLC1YfGYx++7tw0prxedtP8fd1l29wS/8AkEnwcoB2hXvRoVq6tixI9OmTePDDz+katWqjBs3jhdffJEqVaoAEBkZydy5czl16hS1atUq4GgLH2kaKYQQwtxJwUEIIXLIaDSydu1apk6dyp07dwBo0qQJCxcupGku36Qnxuk5svEmlw7dB0y9Gp7tXxXf2iq+yf4XRVF4vGEDDz6cjaLXY+Xri/eSxVj5+OTJ/bJr993dfHPuGwCmN59ODfca6g2eFAe7Z5i+bzkOHD3UG1swc+ZMqlWrxujRo3n//feZNm0a1tbW2Nra8vjxYwA0Gg3Tp8sylv+SJRVCCCHMnRQchBAimxRFYdeuXUycOJEzZ84AUKZMGT755BP69euHVqvN1di3Tj/k4LprxEYmAVCjdRma9aqItW3e/JNtTEggZNaHRG7cCIBDu3Z4fTy3wJtDprgYdpEph6YA8Er1V+hesbu6Nzi6CKLugbM3NHtL3bEFAP369aN79+4sXbqULVu2cPr0aR49eoSrqyv169fngw8+oFWrVgUdZqEjTSOFEEKYOyk4CCFENty4cYPOnTuzZ88eAJycnJg4cSJvv/12rvo0ADx+EMeBddcIvGRay+7iYUfbV6riVdk113FnJCkwkHtj3ibx8mXQain59tuUGD4MTS6KJmoKignirT/eIj45nuZezXmn4Tvq3iDiFhxcYPr+uRmgy/lWpSJz9vb2jBs3jnHjxgGQnJyMpaW8DMmMzHAQQghh7uQ3vRBCZMGNGzeYMmUKGzZsAMDKyoq33nqLKVOm4O6eu2UO+iQDp3bc5dSuuxiTFSwstdTrWI4GHctjaWWhRvjpit63j/vvTcQYFYWFmxtlFnyKfbNmeXa/7IpMjGTk7pGEJ4RTxbUKC55dgKVWxV9bigK/vwvJCVChDdR8Qb2xxVMVRLFh3759tG3bNt3H/vrrLxo1apTPEWVOmkYKIYQwd1JwEEKITAQHB/PRRx/xzTffkJycjEajoX///syePRsfFfob3D4XxsF114gON72xKFfDjVYvV8GllF2ux86IMSmJhws+I+LHHwGwqVObsp9/js7TM8/umV1JhiTG7RvHrchblLIrxVftv8LBykHdm1zcCDf/AAtr6PoZ5GLLUmEemjdvTnBw8BPHpk2bxu7du2nYsGEBRZUxaRophBDC3EnBQQgh0vHgwQM++eQTlixZkvopY8eOHenUqRNvvfUWOl3utmOMCovn4Prr3DkXBoCDqzUtX6pMhbol0eThG9/E27e5/867JFy6BIDrK69Q6r0JaK3yZteLnDAqRqYdnsbxkOPY6+xZ3H4xnvYqF0PiH8P2SabvW70DJSqqO74olKysrPD8V2FNr9ezdetWRo0alaf/3+WULKkQQghh7qTgIIQQ//Lw4UPmz5/PokWLiI83bUXZrFkzZs+eTatWrdi2bVuuxk+KT+bE9juc3ROIMVlBq9VQt4M3Dbv4orPOu+UTiqIQuXkLIR9+iBIXh4WLC6XnzMGxXfrTywuKoijM+XMO225vw1JjyWfPfkZVt6rq3+iPWRAbCiUqQ8ux6o8vzMLWrVsJCwtj8ODBBR1KuqRppBBCCHMnBQchhADCw8NZsGABX3zxBbGxsQA0btyYWbNm4efnh0ajQa/X53h8o8HIpcPB/PXrLeKjTeOUreZKq5er4FY6d80mn8YQHU3IzFlE/fYbAHZNmuA17xN0HoVv+8cvT3/Juqvr0KDho5Yf0bxMc/Vvcms/nPje9H23z8BS3swVV99//z0dO3bE29s70/MSExNT3/wDREVFAaYZErn5d+HfUsb593gp/xZZWVmpdp+iLL0ciuyTPKpD8qgOyaM61M5jdsaRgoMQolgLDw/n888/Z+HChURHRwNQv359Zs2aRZcuXVSZZh14KYJDP18n4r7pzYOLhx0tXqhE+Vol8nwad+zRo9yfOpXk+8FgYUHJ0aNNu1BY5N1sipz64cIPfHv+WwDeb/o+XSp0Uf8mCVGw5e+tLxu+Br6t1b+HyHczZsxg5syZmZ5z/PjxJ/o03Lt3j507d7J+/fqnjj937tx0x9+1axd2dur2W/H390/9/urVqwAEBgbmenZVcfLvHIqckzyqQ/KoDsmjOtTKY1xcXJbPlYKDEKJYCg4OZsGCBXz99depnyLWqVOHmTNn0r17d1UKAY9CYjn8yw3ung8HwNrOkkbdfKn5bBksLPJ220ljXByhCz7j0apVAOi8vfGa9wl29erl6X1zav3V9fzv5P8AGNdgHC9VfSlvbrRzCkQGgkt56PBh3txD5LtRo0bRt2/fTM/5b5PXZcuWUaJECbp37/7U8SdPnsz48eNTf46KisLb2xs/Pz+cnJxyFPN/6fV6/P396dChQ2qPmN/+npVUo0YNunTJgwJcEZNeDkX2SR7VIXlUh+RRHWrnMWWmX1ZIwUEIUazcvn2befPmsWzZstQp0nXr1uX999+nV69eaLW5LwRERyRw/PfbXDkSjKKAVquhZpsyNOrqi4193v+yjDt1mvuTJ6G/GwCAS7++eLz7Llr7vF26kVPrr67nw2OmN//Dag3jtZqv5c2Nru2E0z8BGui5BKxV3vVCFBh3d/dsbU+rKArLli1j4MCBWXrhZW1tnW4fBZ1Op/oL4H+PmZSUBIC9vb280M6GvPhzKY4kj+qQPKpD8qgOtfKYnTGk4CCEKBYuXbrExx9/zOrVqzEYDAC0aNGCqVOn0qlTJ1VmNMTHJHFyx10u7AvCkGwEwLeOO816VcTVM+/f7BsTEnj45ZdE/LAMFAVLT09Kz56NQ8sWeX7vnFpzZQ1z/pwDwCvVX2FMvTF5c6PYMNg62vR9s7fAp/DmROS9PXv2cPv2bYYOHVrQoWRKmkYKIYQwd1JwEEIUaUePHmX+/Pls2rQp9VjHjh2ZMmUKrVq1UqXQkJSQzNk/AjntH4A+wVTM8KrsQrNeFfGs4Jzr8bMi9tgxgqdPT53V4NyzJx5TJmOh0nTvvLD26lrmnZwHwOAagxnfYHze9LQwGmHj6xDzANyrQrv31b+HMCvff/89zZs3p3r16gUdSqZkW0whhBDmTgoOQogix2AwsGnTJhYsWMCxY8dSj/fu3ZvJkyc/0TguN5KTDFw8eJ+TO+6k7jzh7u1A054VKfeMW543hAQwPH7Mg3nzidy4EQDLUqXwnP4Bju3b5/m9c+NwwmG2n9wOwGs1X2Ns/bF5l6/DC+HmH2BpC32Wg842b+4jzMbq1asLOoQsSSk4yAwHIYQQ5koKDkKIIiM6Opply5axcOFCbt++DZi2k3vllVd45513eOaZZ1S5T3KSgUsHQji16y5xkaY11s4lbWnSowKV6pdCo837QoOiKERt28aDOXMxhIeDRoNrv76UHDcOC0fHPL9/TimKwldnv2J7gqnYMLzWcEbXG513xYaAY7Bntun7LvPAQ52/A0Lkh5QlFTLDQQghhLmSgoMQwuzdu3ePL7/8km+++YbIyEgASpQowZtvvslbb72Fp6enKvdJTjIQfVvHmhnHU2c0OLhZ06CTD9VblM7znSdSJN6+zYM5c4k9eBAAq0oVKT3rQ+zqF84dKFIYjAY++vMjNlzbAMDI2iMZUXdE3hUbYsPh59dAMUCtl6Deq3lzHyHyiCypEEIIYe6k4CCEMEuKovDnn3+yaNEi1q1bR3JyMgCVK1dm/PjxDBw4EDs7O1XupU80cGF/EKf97xIfbQPocXSzoUHn8lRrVhoLy/wpNBhjYwn7+hvCly8HvR6NTkeJEW9QYvhwtFZW+RJDTiUZkph0cBL+d/3RoOF52+cZVnNY3hUbDHrYMAiigsCtInT7DPJhiYsQapKmkUIIIcxdoS04LF68mPnz5xMcHEyNGjVYuHAhrVq1SvfcjRs3smTJEs6cOUNiYiI1atRgxowZdOzYMZ+jFkLktfj4eNatW8eiRYs4efJk6vHWrVvzzjvv0K1bN1W2tgRIiNVzYf89zu29lzqjwcLWSIueVXmmRZl8KzSkLJ8InTef5AcPALBv3QrPKVOw8vHJlxhyIzIxkvH7xvNXyF9Yai35qPlH6C/o8/amO6fCnYNg5QB9V4F14V1mIkRGZIaDEEIIc1coCw7r1q1j7NixLF68mBYtWvDNN9/QuXNnLl26RLly5dKcf+DAATp06MCcOXNwcXFh2bJlPP/88/z555/Uq1e4pxgLIbLmzp07LFmyhO+++46IiAjA9Klf3759GTVqlGqNIAGiIxI4uzuQi4fvk5xo2nXCyd2Gun7e3Aw/RbXmnvlWbEi4eo0Hs2cTd/w4ADpvbzwmT8ahbZt8aUqZW4FRgYz8YyR3ou5gZ2nHwrYLaViyIdsubMu7m55aAX99Y/q+91IoVbh3IhAiI9I0UgghhLkrlAWHzz77jKFDhzJs2DAAFi5cyM6dO1myZAlz585Nc/7ChQuf+HnOnDls2bKFX3/9VQoOQpgxo9HI7t27+eqrr/j1119RFAWAcuXKMXLkSIYOHYq7u7tq9wsPiuG0fwDX/3qA0Wi6V4myDtT3K0fFBqUwGg3cysP3yf+mDw0l7MtFPP7lFzAa0djY4P7G67i99hpaM3nzcTr0NG/veZtHiY/wsPPgq/ZfUdWtKnp9Hs5uCDgGv403fd92KlTrmnf3EiKPSdNIIYQQ5q7QFRySkpI4efIkkyZNeuK4n58fR44cydIYRqOR6Oho3NzcMjwnMTEx9Rc5QFRUFAB6vV61F8Mp4+Tpi+tiQPKYe+aWwwcPHrBixQqWLVvGjRs3Uo8/99xzjBgxgq5du2JhYQHk/jkpikLIzSjO7r5HwMWI1ONelZ2p08GbstVc0Gg0GI2GfMmjMS6Oxz/+yKNly1Hi4wGw7/Ac7u++i87LCwNgMIM/x223tzHzz5nojXqqu1Vn4bMLKWlb8ol/Y1XPY/h1LNf0RWPUY6z2PIZmb4MZ5Cqn1M6jufz7UJzIkgohhBDmrtAVHMLCwjAYDHh4eDxx3MPDg5CQkCyNsWDBAmJjY3nppZcyPGfu3LnMnDkzzfFdu3ap1mguhb+/v6rjFVeSx9wrzDk0GAycPXuWXbt2cfz4cQwG01IGW1tb2rVrR+fOnSlbtiwAO3fuzPX9FAPEhVgSc8cKfZRFylFsPZNx9E1C6xLN+dv3OH877bV5kkeDAecTJynh749ldDQA8d7ePOzalQRfHzhzxvRfIWdQDOxM2MmRRFOBuLquOn0MfTi+93iac9XMo7X+Ma2uzUKX9IgIu4ocse6OYfsO1cYvzNTKY1xcnCrjCPVI00ghhBDmrtAVHFL8d22yoihZWq+8Zs0aZsyYwZYtWyhVqlSG502ePJnx48en/hwVFYW3tzd+fn44OTnlPPB/0ev1+Pv706FDB3Q6nSpjFkeSx9wrzDkMDAxk+fLl/PjjjwQEBKQeb9KkCUOHDuXFF1/EwcFBtfvFRSZx6VAwl48G/9MIUqelcuNS1GlXFudSthlemxd5VBSF2D17ifjyS5Ju3gTAsmxZ3MeOxd6vg1n0aUgRHh/OxMMTORV5CoAhzwxhZO2RWGgtnjhP9TwmRmP5U3c0SWEorr44DvqdjvbqLbUprNTOY8pMP1F4yAwHIYQQ5q7QFRzc3d2xsLBIM5shNDQ0zayH/1q3bh1Dhw5lw4YNPPfcc5mea21tne4nBjqdTvU3ZHkxZnEkecy9wpJDvV7P77//zrfffsuOHTswGo0AuLq6MnDgQIYNG0bNmjVVveeD21Gc2xvIjZOhGA2m/gz2LtbUalOGZ1p6YeuQ9W0l1cijoijEHjjAwy++JOHiRQAsnJ1xH/kmLv36FfptLv/r7MOzjN87ntD4UOx19nzU4iPal2+f6TWq/H3Ux8Mvg+HBebBzR/PqRnQupXM3pplR6//rwvBvg/hHcnJy6kwvmeEghBDCXBW6goOVlRUNGjTA39+fXr16pR739/enR48eGV63Zs0aXnvtNdasWUPXrtIkTIjCRlEUTp06xYoVK1i9ejVhYWGpj7Vp04bhw4fTu3dvVT/JS04ycONkKBcOBPHg9j+f3pau6Eztdt741nXHwiJ/dptIoSgKcUeP8vCLL4n/e4mExs4Ot1deocTQ17Bwds7XeHJLURTWXFnD/BPzSTYm4+vsy8K2C6ngXCHvb56cBOsHwu39oLOH/uvBLR/uK0Q++HefKZnhIIQQwlwVuoIDwPjx43n11Vdp2LAhzZo1Y+nSpQQEBDBixAjAtBwiKCiIFStWAKZiw8CBA/n8889p2rRp6uwIW1tbnM3sxbsQRU1QUBArV65kxYoVXLp0KfW4h4cHgwYNYtiwYVSuXFnVe0bcj+XiwSCu/hlCYlwyAFpLDZUbelC7bVlKlVdn2VR2KIpC3PHjhH25KHWLS42NDa79+1Ni2FAsM2lyW1g9SnjEB4c/YN+9fQB0KN+BD1t8iL3OPu9vbkiGX16D67vA0hYGrIeyDfL+vkLkk5TlFCAzHIQQQpivQllwePnllwkPD2fWrFkEBwdTs2ZNtm3bRvny5QEIDg5+Yq33N998Q3JyMm+99RZvvfVW6vFBgwaxfPny/A5fiGIvNjaWTZs2sWLFCnbv3p26naWNjQ09e/Zk4MCBdOjQAUtL9f4JSk4ycPNUKBcP3Sf4RmTqcccSNtRo5UX15l7YOeX/MoWUpRNh3ywl/pSpt4FGp8Olb19KDB+GLpNeM4XZn8F/MvngZB7GP0Sn1fFOw3foX61//vScMOhh0xtw+VewsIK+q8CnZd7fV4h8lDLDwcLCQtV/K4UQQoj8VGh/g40cOZKRI0em+9h/iwj79u3L+4CEEJnS6/X88ccfrFmzho0bNxITE5P6WKtWrRg4cCB9+vRRfdZR2L0YrhwJ5sqx4NTZDBqtBt/a7tRo5YV3dTc02vxvvKgYDETv3EnY0m9JvHLFFJeVFc4v9Mb99dfRlTbPPgN6g57FZxfz/fnvUVDwdfZlfuv5VHWrmj8BJCfChiFw9XfQWsJLK6BS5r0ihDBH0jBSCCFEUVBoCw5CiMLPYDBw8OBB1q5dy88//0x4eHjqYxUqVGDgwIG8+uqrVKig7rr6+Jgkrv31gCtHgwkL/Kew4eBmTY2WptkM9i4FMwXZmJhI1K+/Ev7tdyTdvQuA1s4Ol359cRs0yGxnNABcibjC+4fe5+qjqwC8WOVF3mv0HraWGe/soaqkOFg3AG7uAQtrU7Ghaqf8ubcQ+Syl4CDLKYQQQpgzKTgIIbJFURT+/PNP1q5dy/r16wkODk59rFSpUvTp04e+ffvSokULVafXGwxG7p4P5+qxEO6cD0vdaUJrYZrNUK15acrVKIG2AGYzACSHhfFozVoerV2L4e/Ci4WzM64DX8VtwAAsXFwKJC416A16lp5fynfnviNZScbF2oVpTafh5+OXf0HEP4I1/SHgCOjsoN8aqNAm/+4vRD5LWVIhMxyEEEKYMyk4CCGeSlEUzpw5w7p161i7di13//7kHsDFxYUXXniBvn370qZNG1XXGiuKQlhgDFePhXDteAjx0frUx0qWc6Ras9JUaeSBjUPBbeeXcPUaET/+SNSvv6LoTfFZenriNnAgri+/hNY+Hxoo5qHL4Zd5//D7XHt0DYDnyj3H1KZTcbd1z78gHt2FVX0g7CpYO8GADVCuaf7dX4gCIEsqhBBCFAVScBBCpMtoNPLnn3+yceNGNm7cyK1bt1Ifs7e3p2fPnvTt2xc/Pz+srNRtxvj4QRzXjj/gxokHPAqJSz1u62RF1SaeVGvqSYkyDqreMzsUo5HoffuI+PFH4o4eSz1uU6c2JQYNwrFDBzS6giuCqCFWH8viM4tZdXkVBsWAq7UrU5pOoWP5jvnTGDJF0ClY/TLEhoKjl2k3Cs9a+Xd/IQpIygwHWVIhhBDCnEnBQQiRKjk5mQMHDrBx40Y2bdrE/fv3Ux+zsbGhS5cu9O3bl65du2JnZ6fqvaMjErh+4gHXjz94oi+DhaUWn9olqNasNOWecUNroVX1vtmRHB6O67593P3iS5KDgkwHtVoc/fxwGzQQu3r1Ciw2tSiKwu6A3Xz818eExoUC4FfejylNplDCtkT+BnN1O/z8GujjwKMm9F8PzmXyNwYhCojMcBBCCFEUSMFBiGIuISGB3bt3s3HjRrZs2UJERETqY46OjnTr1o3evXvTqVMnHBzUnVUQF5XEzVOhXD/+gOCb/2xlqdFq8K7uRpVGpfCtUxIr24L7p0pRFOKOH+fx2nVE7dpFyeRkkgGtoyMuL76I2ysD0JUpGm+CA6MDmfPnHA4FHQKgrENZJjeZTOuyrfM3EKMRDi2APR8BClRsB31+BBun/I1DFEnXrl1jwoQJHD58mKSkJGrVqsXs2bNp27ZtQYf2BGkaKYQQoiiQgoMQxVBYWBjbtm3jt99+Y/v27U9sYVmiRAl69uxJ7969ad++veovdqPC47l9Joybp0NNRQbl7wc04FXJhcqNPKhYvyS2Duou08guw+PHRG79lUfr1pF082bq8Xhvb8oPH47r893Q2ubT7gx5LDopmm/Pf8vKSyvRG/XotDpeq/kaw2oNw8Yynz9dTYiETW+atr0EaDAEuswHC/NeoiIKj65du1KlShX27NmDra0tCxcupFu3bty8eRNPT8+CDi+VNI0UQghRFEjBQYhiQFEU7t69y7x589i2bRtHjx5FUZTUx8uUKUOvXr3o3bs3rVq1UrXxI8CjkFhunn7IrdMPeRgQ/cRjpco7UrmRB5UaeODgWrCf5CnJycQePszjTZuJ+eOP1CaQGjs7nLt1w+GF3uy5c4daXbqgNfMeDQDJxmR+ufYLX535ikeJjwBoWropU5pMwdfZN/8DCr1i2vYy/AZYWEGXT6HBoPyPQxRZYWFh3Lhxgx9++IHatWsD8PHHH7N48WIuXrxYqAoOsqRCCCFEUSAFByGKqMTERPbv389vv/3Gr7/+yp07d554vE6dOjz//PN069aNRo0aodWq1xshZXeJm6dDuXX64RONHzUaKF3JhQr1SlKhbkkc3Qr+xXTijRs83rSJyK1bMTwMSz1uXbUqLi+/hHP37lg4OKDX6+E/eTRHiqJw4N4B/nfyf9yMNM3e8HHyYUKjCbQq0yp/m0KaAoLTP8H2SaCPBaey8PIKKNMgf+MQRV6JEiWoXr06K1asoH79+lhbW/PNN9/g4eFBgwaF6++bNI0UQghRFEjBQYgi5P79++zcuZPff/+dnTt3PrFUQqfT0b59e7p3707Xrl0pV66cqvfWJxm4d+URd86Hcfd8OLGPE1Mf01poKFvNjYr1SuJT2x07p4JdLgGQHBZG1I6dRG7ZQsL586nHLVxdcXq+Gy69emFTvXoBRqg+RVH4M+RPvjz9JecengPAxdqFN+u8SZ+qfdBpC2DWRlwE/Po2XN5q+tn3WXjxB7DPx203RbGh0Wjw9/enR48eODo6otVq8fDwYMeOHbi4uGR4XWJiYmoBACAqKgoAvV5vKkSqIGWclK+xsbEAWFlZqXaPou6/ORQ5I3lUh+RRHZJHdaidx+yMIwUHIcxYQkIChw4dYufOnezYsYMLFy488binpyddu3alc+fOJCcn07t3b3QqLgWIjkjg7vkw7pwP597VRxj0xtTHLK20lKtRggp1S+JTqwTWdgW/BMEQGUn07t1E/f47scf+NDUnBLC0xOHZZ3Hp1ROH1q3RqLzNZ2Fw6sEpFp1ZxPGQ4wDYWNjQr1o/htYairO1c4HEpLlzALaOguj7oNVB+2nQbDSoONtGFA8zZsxg5syZmZ5z/PhxGjRowMiRIylVqhQHDx7E1taW7777jm7dunH8+HFKly6d7rVz585Nd/xdu3apvmOPv78/AGfOnAH+6bkjsi4lhyJ3JI/qkDyqQ/KoDrXyGBcX9/ST/iYFByHMiKIoXLt2jZ07d7Jz50727t1LfHx86uMajYaGDRvSqVMnnn/+eRo0aIBWq0Wv16vygtVgMPLgdhR3L4Rz93wY4UGxTzzu6GaDT60SlK/tTpkqLljqLHJ9z9wyxsYSvXcfUb//Tsz/27v38KjKe1/g37lfM0km9ytJIJGABCGAggI1cqmoVWsrbru7pcd6yvF0V2XXbt32qdq9z3bv2u1RW2ndVit9qtVTq72Jl1QEwkUgJBAgXAOBBBJyz8xk7jPv+WPNDAwJgSQrmUny/TzPetastd618s6PkHnnt971vtu2ARdlZPVlZUi8bRUst98OdcoYT/k4RmrbavFq3avYfnY7AECj1ODea+7Ft2d9G6mGGPUi8NhR1vQm1LWbpO2UacA9vwKyx/+0ohQb3/3ud3HfffcNWqagoACbNm3CX//6V3R3d8NikWY9Wb9+PSorK7FhwwY88cQTA5775JNPYt26dZFtm82GvLw8rFixInKdkfL5fKisrMTy5cuh0WhQW1sLAJg6dSpWrVoly8+Y6C6NIQ0P4ygPxlEejKM85I5juKff1WDCgSjO9fb2YtOmTZEkw6VjMWRlZWHlypVYuXIlli1bhtRU+b5ECiHQ2+5CU30Xmg53ofloN3zuQOS4QgFkTk1EwaxUTJmVAmuWaeyf/x9AwG6HY/MW2P/2Nzi2boW4KCmjKymBZdUqWG5bBW1eXgxrOXqEEKg6W4XXD7yOmrYaAIBaocZdxXfhO2XfQaYphgPjHfsU6r88gkL7OWm7/FvAyv8DaE2xqxONe6mpqVf1ty98R+bSMWuUSiWCweBApwCQxlEYaCwFjUYjewM4fM1wd1Wj0chG9hCNxr/LZMQ4yoNxlAfjKA+54jiUazDhQBRnnE4nduzYgU2bNuGzzz5DdXV1VENYq9Vi8eLFkSTDrFmzZP2S73H60Hy0O5JksHW4o47rTRrklSZjyqxUTJmZAr05Pv74+9vbYf9sE+x/+xv6du2K6smgmZIPy6pVSFy1Crri4hjWcnT5g3583Pgx3jj4Bo53Hwcg9Wj4ytSv4MFrH0SeJYYJFnsr8OkPgQO/hwKAQ5sO/ddfhbq4InZ1okln4cKFSE5OxgMPPIAf/ehHMBgMeO2113Dq1Cncdtttsa5eFA4aSUREEwETDkQx5vV6sXv3bmzatAmbNm3Czp074fV6o8qUlJREEgxf+tKXYDLJdzfY7wvg/Ekbmo9JSYa2RhsumjETSpUCWVMTkTfDirxSK9LyEqBQxr4XgxAC3sZGODZtgr3yb3Dt34+LK66dOhUJy5YhYfly6GfOiIueF6Olx92DPxz/A949+i5a+loAAEa1EauvWY2/n/H3SDemx65yfi+w6xfAlp8AXgegUCJw/f/CZtd1WFmwOHb1okkpNTUVH3/8MZ566ilUVFTA5/Nh5syZ+NOf/oTZs2fHunpROC0mERFNBEw4EI2xQCCAffv2RRIMVVVVkdHIw3Jzc3HLLbegoqICN998M/Jk7PofTjCcPdaNs8d6cP6UDQF/dFfi5Ewj8kqtyJthRXZxErT6+PhTEXS74dyzB44tW+HYuhW+M2eijuvLyqQkw7Jl0BUVxqiWY+do11G8feRtfHjyQ3gC0t1Qq96Kb5R+A6uvWR2zwSABSMmfE58BHz8BdEq9LZAzD1j1PILpsxDgIHgUI/PmzcMnn3wS62pcERMOREQ0EcTHtwiiCczn86GmpgZVVVXYunUrqqqq0NPTE1UmLS0NN998MyoqKnDLLbdg6tSpst2R9/sCOHe8B73HtfjLS3Voa7T3SzAYE7XIKU5CbqnUiyHBGj8NXG/zWTi2bkHflq3o27ULwn3RIx4aDYzzyqUkwy23QJMZw7EJxogn4MFnpz/D/zv2/7D3/N7I/lJrKe4vvR+3Ft4KnSrGXbCbq4G/PQM0VknbpjRg2bPA7L+TZqDg1FZEV8RHKoiIaCJgwoFIZk6nE7t27YokF3bu3Nlv6hiLxYIvfelLqKioQEVFBWbOnNlvELPhcvf5cP6UDS0NPWg50XtRDwYd7OgFEEowlCQjpyQJOSXJSEw3xM0jBwGHA87de9D3xU70bd8Bb0ND1HF1RgbMS5bAvHQJjDcshMo8OQYbPNJ1BO8ffx8fnvwQNq80MrBKocKyKctw//T7MSd9Tuz/DduPAp/9GDjyV2lbpQUW/E9g6Q8AfQx7WxCNQ+zhQEREEwETDkQj1N3dje3bt6OqqgpVVVWorq6OjC4eZrVasXjxYixevBhLlizBnDlzoFaP/L9feBaJ1oZetJzsRWtDL7rO9fUrZ7RoIUx9mLe0FPmlqXGVYAh6PHDV7kPfFzvh3PkFXAcPAoELM2FApYJxzhyYli6BeclS6EqK46buo83mteGjkx/hD8f/gMNdhyP7M02ZuGvaXbin+J7YzjgR1n4U2PZ/gbp3AREEFEqpN8OXngCS8mNdO6JxiT0ciIhoImDCgWgIhBBobGzEzp07sWPHDlRVVeHAgQMQF4+yCCAnJwdLlizBkiVLsHjxYpSWlsrSg8HvC6CjyYGWE71oaehB68leuOz9u6cnphmQNTURmVMTkVOSDGOyGh999BFKb8yK+ZRCwuuF69AhOPdUw/nFTjj31kCEGtZhmin5MN2wEKaFN8C0aBFUMs1zPx64/C5sad6Cj05+hKqzVfAFpX9ftVKNirwKfLX4q7gh6waolKoY1xTAuVqg6gXg8F8AhP4PTL8dqPghkF4a06oRjXfs4UBERBMBEw5Eg3C5XKiursbOnTsjy/nz5/uVKykpifReWLx4MQoKCkZ8Fz4YFOhpdeJ8ow1tjTa0nbaho9mBYCA6uaFUK5Ceb0Hm1EQpyVCUCKNFG1Xm0h4XYyng6INr3z4491bDVb0Xrrq6fgkGVVqqlGC44QaYFt4ATXZ2jGobG76gDzvP7cTGUxvx+ZnP4fRfeASnOLkYd0+7G7cX3Y5kfXIMaxkiBHByM7DjZ0DDZxf2T78duGkdkFses6oRTSThHg5MOBAR0XjGhANRiBACp0+fjkou7Nu3D36/P6qcRqPBnDlzsHDhQtx0001YvHgxMjIyRvyzHd0etDXaLiQYztjhcwf6lTUkaJBZJPVeyCpKRNqUBKg1cXC3O8Tf0QHn3hq4avbCWb0X7sOHgWD0IJWq5GQYyufCtOB6mBbeAO20aZPmMYkwl9+FHed2YNOZTdjSvAW9nt7IsRxzDm4tvBW3Ft6KkuSSGNbyIh4HUPcOsPs1oP2ItE+hBK79GnDTY0DGjNjWj2iCCfdw4CMVREQ0njHhQJOWw+FATU0Ndu3aFUkwtLa29iuXlZWFhQsXRpby8vIR3XEKJxc6muxob3Kg/Ywd5xttcNm8/cqqtUqkT7EgfUoC0gssyCiwICFFHzdfzoMuF9z19XDtr4Orrg6uuv3wn2vpV06TkwPjvHIYysthLC+Htqgobt7DWOpyd2FL0xZ83vQ5dp7bCXfgwowbKfoUrCxYiVVFq1CWWhY/8Wk/CuzdANT+FggnRbRmaYyGhf8bsE786UeJYoGPVBAR0UTAhANNCh6PB3V1ddizZ09kOXz4MIKX3HlXq9WR3gvhJT8/f9hf/oJBgd42J9qb7Og445DWTQ64+/o/4qBQKpCSY0JGgSWSXEjONEKpkmf2ipESgQC8J0+GEgsH4Kqrg+fYsegBHgFAoYCuuDgqwTAZpqscSFAEcaz7GLaf3Y6qs1WobatFUFz4ncsx5+DmvJtRkV+BOelzoFbGyZ9kdy9w8H1g31tA854L+61FwILvANf9HWedIBplHDSSiIgmgjhp3RLJJxAI4MiRI5HEwu7du1FXVwevt38PgtzcXMyfPz+q94LBYBjWz/X7Aug614eOpnBiwY6Os33we/o/FqFQKmDNMiI1LwFpeVLvhbQ8M9Ta+Hg0Qni98DQ0wF1/GO7D0uI5cgTBvv4zYKjT02GYXQb9rDIYysqgv/baSTNV5UA6XZ3Y2bITO87uwI5zO9Dp7ow6Pt06HRV5FajIr0BJckn89GQI+IHGKmD/74D6PwN+l7RfoQJKVgLz/gcw9RZApulbiWhw7OFAREQTARMONK4JIXDy5ElUV1dHEgw1NTVwOBz9ylqtVsyfPx8LFizA/PnzMX/+fGQO4857MChga3eh85wDnWf70HXWgc5zfehtc+KSySoASI9FpOSYkZaXgNQ8M9LyE2DNNsXNuAvBvj64jx4NJRfq4T58GN7jJyAGGGhSYTTCMHOmlGAokxIMk7X3Qpjda0dtWy2qW6vxRcsXUdNXAoBBbcCCzAVYlL0IS/OWIsecE6OaDiAYAE5vBw59ICUZnB0XjqVNB677BlC2GkgY2RglRDR0HDSSiIgmAiYcaNzw+/04duwYampqUFNTg9raWtTW1sJms/UrazKZUF5eHkkszJ8/H4WFhUO6myyEgNPmRefZUGIhlGDobumD3xcc8By9SYPUPHOo54K0TsowQqmMg7vYfj88x47BeaoRnhPH4Tl+Ap7jx+FrasJAmRKlxQL99OnQl5ZCP6MUutJS6KZOhUIVH4mSWHEGndjcvBm1HVKS4Wj30ajHJACpF8Oi7EW4MftGXJd+HbQq7WWuFgN+D9C4DTi6UUoy9LVdOGawAjPuBOb8PZBTDsRL7wuiSYiDRhIR0UTAhAPFJbfbjYMHD6K2thbV1dXYvHkz7rvvvkgD7GJarRZlZWVRvRemT58O1VV+MQ4P4tjd0ofuVie6W6V117m+AcdaAAC1RglrtgnWbBNScsxIyTbDmmOC0aKNeRd54ffDe6YplFSQEgvuY8dQ3NiIpuDAiRJ1ejr0paXQzSgNJRhmQJOTE/P3EmtBEUSjrREH2g+grr0OtW21OGE7AbE1OkGTn5CPeZnzMC9jHhZmL0SqITVGNb4MWwtw/FNpafgc8F30aIwhGSi9A5h5N1CwGFBpYldPIorgIxVERDQRMOFAMWe327F///5Ir4WamhrU19f3m44SAMxmM6677jrMnTsXc+bMwdy5c1FaWgqN5spfkgL+IHrbXJGEQmR93jngOAuAdIM3Md2IlBwpsWDNNiEl2wxLmiHmvRb83d3wnjoVWTynGuFtbIT3zBlgoMchACjNZuiKiy9apkFXXAx1SsrYv4E41O3uxoEOKblQ116Hgx0HYffZ+5UrtBRifuZ8lGeUY17mPKQb02NQ20H4XEDTbuDUVuBEJdCyP/q4ORMoWSH1ZihcyiQDUZwRQnDQSCIimhCYcKAxEwwG0djYiP3796Ouri6yNDQ0QAzQpT8lJQVz585FWZk0ReCaNWtQWloK5SCD1gkh4Hb40NPmQm+bMyqx0NvugggOMMgCAKVSgcR0A5KzTEjONCI50wRr6HUsB3IM9vXB23wW3tON8J5qvJBgaGxEoLf3sucp9Hropk2TluJiqIoKsf1ME5b/3X3QauOoe3+MCCHQ0teCI11HIsvRrqM413euX1m9So8ZKTNQllaGmckz0VnXiXtvv/eqklxjxu8FztVICYZTW6VkQ8BzUQEFkDMXKPkyULwCyJrNxyWI4pjP54t8LrKHAxERjWdMONCosNlsOHDgAOrq6iIJhgMHDgw4mCMgzRYR7rEQXufm5kKhUMDn82Hjxo0oKSmJJBvcDh962p3obXOhp01a97Y50dPmgtfVv2dEmEavQnKGMSqxkJxphCXNAFUMpp8UwSD8bW3wnjkDX1MzvM1N8DU1w9fUBG9zMwKdnYOer87Ogq6gANqCQmgLQ0tBATTZWVBclJjx+Xzwb9w4KR+RcPqcaLQ14kTPiUhi4UjXEdi8/cf+AIDCxELMSp2FstQylKWVYVryNGiUUnLB5/Nh48GNY1n9gTnapekqm3cDTXukZIPPGV0mIQsoXCL1YCheDpjjrBcGEV1WuHcDwIQDERGNb0w40IgEAgE0NDRE9VjYv38/GhsbByyv0+kwc+ZMlJWVRS1paWn9ynqcUk+FrhY7bMe12LThCGwdHvS2OeFxXj6pAADmZB0S042hpEI4sWCCKWlsx1gQgQD87e3wtbTA39ICX0sLfGfPXUgsNDcPOBvExVSJidDk50NbWABdKKGgLSyEdsoUKIc5hedE5PA6cLL3JBp6GqLWZx1nByyvVqgxNWkqplunY7p1Oq6xXoNrrNfAorWMcc2vwNsHnD8kPRbRtFtKMnQ39i9nTJHGYChcIi0p09iLgWicuni8IvZKIyKi8YwJB7oqQgicP38ehw4dwqFDhyK9Fw4ePAin0zngObm5uZg9e3ZUYqGkpARqtfRrFwgE4ejywNbhwqEjZ2HrcMPW4Qot7ksGbNTBhvao65uSdEhKNyAx3YjEdAOSQuvEVMOYPAYhhEDQbpeSCOfOwd/aCt+5UFKhtQX+cy3wtbUBA4xFEUWthiYnG9rcPGjycqHNy4MmNw/avFxocnOhssTZF+AYcvqcaHY0o8nWhCZ7E87Yz+CM/QxO9Z5Cm7PtsudZ9VYUJRZJSYXka1CaUoqixKL4mj0CAPo6gdb9QEsd0HoAaK0DOk8AYoDBPtOmA7nzpSVvAZB6DTDI40ZENH6EEw5arXbQxwiJiIjiHRMO1E9HR0cksXDw4MHI687LdO83GAy49tprUVZWFkkwzJo1C8nJyXA7fOjtcMHe4UbvaRe27j0eSSw4uj2XHVMhzGjRwpKmh83TgWvnlMCaZZYSDGkGaHSjl1QIut3wt7fD39YmLeHX7e3wtbXB39YOf2srgn19V76YWg1NejrU2VnQZGVDk5UVlVjQZGZAoeZ/RQAIBAPocHWgpa8FLX0tUlLBdgZNdinB0O5qH/T8dEM6ipKKMDVpKooSi6QlqQhWvXWM3sFVEAJwtAEdR4H28HIE6DgGOM4PfI45A8icFUowzANy5gGGpDGtNhGNHQ4YSUREEwW/5UxiPT09kWTCxcmF8+cH/tKjUCgwbdo0zJw5E9deey1mzZqF0pKZSEvKgbPHB3uXG/YON2z1Lny69Th6O9yXnf0hTKVRwpKihyXVEFqiX2v16sgYDtetyBvRQH0iGESgtxeBri74OzsR6OyUEgmhZIIvklhoR9A28PP9A76H5GRosrKgzsqSkglZWdBkZ0GdmQlNdjbUqalQXOUUnROdw+uIJBNa+1rR2tcatX2+7zz8YvAeIYm6ROSZ85BnyUN+Qj7yEvIwxTIFRUlF8fM4hBCAswvoPgV0nZIegeg+BXQ2SMkFd8/lz7VOlZILWWVAZmhJyBirmhNRHOCUmERENFEw4TAJ2O121NfX90ssnD078LPtAFBYWIgZM2aiZNo1KMorRm56EdIsefD1KWDvdMPR7UbPdje2bjoP4DJ3ZQFAAZiTdEhI0SMx1QBLmiEqwWC0aKEYwfSSQbdbShyEFimZ0CXt67qw9nd2INDVDQQGT4BEVV2vhzo9Heq0NKjT06ReCmlpF/ZlZEKTlTnpx1EQQqDH04N2Vzs6nB1od7Wj3dWOTlen9NrZjg6XtN/ld13xeiqFChnGDGSaMpGbkIv8hHzkW6TEQl5CHhJ1iWPwrq5ACGngRlszYDsH9J4FepsuJBa6GgFv/+k0IxRKILlAegwi7aIltQTQJYzRmyCanGpqavDP//zP2LNnD1QqFe655x688MILMJvNsa5aRLiHAxMOREQ03jHhMIH09vbi8OHDkaW+vh4HDx7E6dOnL3tOdnYOioumozB3GnLTi5CZOAXJ+hz4+5To6/Yg6BbAceDsceAs+k8ZCACGBA0SrHppSQ0lFNKksRQSrHqoNFd+/lQIgaDDgUBPzyVLL7xdnUjbvx+tm7dA2GzS/lBPheBlxo8YjNJigTolBSqrdeBkQui1MiFhUs7q4A/60evpRY+nB13uLvR4etDt7o6suz3d6HH3oNvTjS53FzpcHfAHrzBOxUUsWguyTFnIMmUh05SJLHNW1HaaIQ0qZYx6hAgBeGxSMqGvTXr0oa9dSirYzkLV04RbWk9AXffQJdNOXkZCNmAtBJILAWuBtE6bLg3oqOEXCaKxdu7cOSxbtgyrV6/Gz3/+c9hsNjz66KNYs2YN3nvvvVhXLyLcw4GPVBAR0XjHhMM4I4RAS0tLVGIhvLS2tl72vFRrGgpyipGTVoiMxClIMeTCqs2BQXfRHR0PgDagG97ILqVSAbNVB3OyHgkp+guJBau0bU7WRQ3QKLxeBOx2BGw2BM+fheu4HUG7DQGbXUoS9Eso9EQSCIP1PkgGMPCEmoBCo4EqNRVqqxWqFCvU1hRpnZIKdYoVKmuKtE5JgTo5GYpJMOK3L+iD3WuPLN3Obhz0HoT7hBvOgBN2rx02rw02ry1SptfTiy5312Wni7ySRF0i0gxpSDWkSmujtI7sM0qvjRqjzO92EMEA4O4FXN3Ri7NLSiT0tV2UXAit/e7LXk4JIOoeqDkDsGQDlhwgMVfqtZBcKCUZkvIBzeTu/UIUb/76179Co9HglVdeiQzG+Morr2DOnDk4ceIEpk2bFuMaSvhIBRERTRRxm3BYv349nn/+ebS0tGDmzJl48cUXsXjx4suW37JlC9atW4dDhw4hOzsbP/jBD7B27doxrLG8AoEATp48icOHD+PIkSNRiQXbIOMLWC3pyEzOR2pCLrKSpiDLWoCs5AKY9AM/267Rq6KSCOZEDUyGIIwaH4wqN7T+PqCvFwFbs5Q4OGFHwG5D0GaHzW5Dj82OgN2OoM2GgN0O4b78l7WrodDroUpKiloUCQk41dGBkvJyaFNSoEpKhCoxCarkJKhTU6E0m8d9TwR/0A+X34U+Xx+cfidcvguvnT4n+vx9cPqcke3w60vL27122H32yz+6sPvq65SoS0SyLhlJuiQk65ORrA+91iUjSZ8Eq96KJF0S0gxpSDGkyD/jgxCAzwV47NLiDa09jku27QMnFVzd0v7h0JoBUxpgTpfWCVlAYg78pkx8UX8G16+4B5rkfEA98ZNXRBOJx+PpN/ODIfRY3LZt2+Im4cBBI4mIaKKIy4TDu+++i0cffRTr16/HjTfeiFdffRW33nor6uvrkZ+f36/8qVOnsGrVKjz00EP47W9/i+3bt+Phhx9GWloa7rnnnhi8g6vncrlw7NixC49BHKpHfX09Tpw4Aa/PO+A5CoUSqZYsZCZNQWZyPjKS8pGZPAUZSXkwaE2RckqlgFEnYNT4YFDZoIcL+qADem8P9J4e6PraoWrvgjjSh0CfA0G7A8LthgDQF1qGS5mQAFVCApQWy4W1xXIhkZCYeOF18oV9ygHu5vh8PlRv3IjkVatGNGjkYIQQ8Af98Aa98AV88AV9kdfeoBe+oC+yP7zPE/DAE/DA7XfD7XdLrwNuePzSerB9kfNCx640UOJwmTVmJGgTYNaY4bP7MCVzChL1iUjQJkiLRlpbtBYpwRBKKiTqEqFWXubPgxBSz4GABwh4Ab8XsLVIyQGfU+oh4HOGtkP7fBfvC639A+y7NJkw0HSQw6FNAAzJ0swO4bUpDTClA+bwOuPCa+3AvTCEz4fOMxuBpCmAenR+F4lo9FRUVGDdunV4/vnn8cgjj6Cvrw//8i//AgBoaWm57HkejyeSBAAQSfz7fD74fL7LnTYk4ev4fD44HFKfPp1OJ9v1J4OLY0jDxzjKg3GUB+MoD7njOJTrxGXC4YUXXsCDDz6Ib3/72wCAF198EZ988gl+8Ytf4LnnnutX/pe//CXy8/Px4osvAgBKS0tRXV2Nn/70pzFLOAgh4PT64QkATq8fjq4e1B84hLp9h3D4YD2OHj2Ck6eOo6WtGUIMPDWkRqVFRlI+MpLzkZmUh4xQgiEtMQc6hQI6vw06dw/0zg7oXKeh69kHnacHek83dJ4eaHwODHbf3x9aBqIwm6FIkBaYzVCYzUCCCcJsAswmwGyEMJsgzEYIkxFBswHCbETQZETQoEVQqYAQQfhFAAERQCAYQED4Q+sA/EF/aN2GgGhBoDuAQKdUJnwsXNbr9+KY8xiO7j2BoCIYOhYqIwLwR67pizrPF/TBHwwlDwLSa2/Q22+fL7TEA5VCBZNKB4NKB6NSB6NKB4NSC5NSC6NSA4NSA5NCA4NSDaNCBaNCDSPUMClUMECJBKUaCVAhAUqYoIRaBIGgH0G/F409DSiw6KB09kER6AklDHxAwANFwAf4o7eDlx4Pb/s9UGDw6UzlJKAAdGYIrRnQJkDoQmutGdCF1xYIoxXCkAyhTwYMyRD6JAhDMqBPAlRDTA54B/6f4fNd+D+tEeO7V00sMY7yCMfxcp8hk8kzzzyDZ599dtAye/bswbx587BhwwasW7cOTz75JFQqFb73ve8hIyMDqkFmE3ruuecGvP6nn34Ko1Hex8QqKyuxa9cuAIDD4cDGjRtlvf5kUFlZGesqTAiMozwYR3kwjvKQK47OIYyjpxBx1lLxer0wGo34/e9/j7vvvjuy/5FHHsG+ffuwZcuWfucsWbIEc+bMwUsvvRTZ98EHH+Dee++F0+kc8K74QHcr8vLy0NHRAYtl5FPr/fXN1/DyT9/Eud5utPa2wzZI126jLgGZkcRCPrISszHFkIhsjRoGby90nm6pR0Jo0bu7ofb39UsmBBSAWwe4tYBLC7i0Crh10munVjrm1AJOnQKuyGvApVNIZXRAn14qL0Ywc8REoBICagFohIBWCGhw0WshoIGALiigFwK60KIXAvqB9olgVFl9aLl0nzEYhAYYNEkUr9xCAyd0cEEHt9DCDS1c0MEltHBDBzc0cAkdXKH9HmjhEqEy0MItpDIOGOAQBvRBD7swwgEDXNBC4MoDjxJNVtVPLEGiaeTP+ttsNqSmpqK3t1eWz8Gx1NHRgY6OjkHLFBQURI2JcP78eZhMJigUClgsFrzzzjv4+te/PuC5o91mAKS7RZWVlVi+fDnefvttPPTQQ7j11lvxpz/9SZbrTwYXx3C0ekROBoyjPBhHeTCO8pA7jkNpM8RdD4eOjg4EAgFkZETPO5+RkXHZQRFbW1sHLO/3+9HR0YGsrKx+54z23YpD+2qw+dieqH1JpjRkJeUix5yOPFMSpuhNKNJqYVV5oRC9CKIbfuyGG264g4BdAG0mwGkF3FqFlBzQAi4d4NIqI4kCV2i/Vw1gFMcyUAjpa58SgDLqNaBA9LZSui8NtQDUEFAJQAXpS7wqtK0WAmpIX+5VobXmku3wcfVA5w+wffHPUYeuF0kSCAFtOImA8D5Ejmlw4biccyQEhQJBSIsILUEoQ8uF7V6o4IcKASjhF6E1VAhABT+UkXXwCscDUF1yvH85j1DDBzW80ITWanhFeFt1Yb9Qw3NRGV+ojDe8DTX8UGF8pkmIJoZNmzZBJ8MfraHcrYg3qampSE1NHdI54XbDG2+8Ab1ej+XLl1+2rE6nG3A8BY1GI3sDWKPRRLqqGgwGNrCHYTT+XSYjxlEejKM8GEd5yBXHoVwj7hIOYZcOAiiEGHRgwIHKD7Q/7Mknn8S6desi2+G7FStWrJDlbsU1GWbs3nkUGUkGFOYmIjdbD6M1ABiDEAYNhF4NoVNCoVXAqdJDCSOUimwooYBRoUACFFAolFBCIS0KJZQKBRRQQAnptVIhvVYolFBAAVVoHX3sovOjrqO86DoXjimggFIZOhZ6HS6tUChC3yulmIpIbC9aX7pPMdixy5SLbEuv/YEg9u3bh+uumwO1WiWlMga81hXqoFABCqW0rVBCKEIpkov2+UJL5Hhof2RB9D5x8bFLyyqUl9Tn8pQAtKFlNPh8fmzatAkVFRXQaOL2v33cYxzlwTjKIxzH21Yug1aG2XcGG5B4Ivn5z3+ORYsWwWw2o7KyEo8//jj+4z/+A0lJSbGuWkRubi6+/OUvY+7cubGuChER0YjEXUsvNTUVKpWqX2+Gtra2fr0YwjIzMwcsr1arkZKSMuA5o323YvoNt+APu5Zg48aNWDWKgx1OBj6fDz2NARhnrGAch8nn80GnAhJNesZwBBhHeTCO8gjHUavVjvndivFs9+7dePrpp+FwODB9+nS8+uqr+OY3vxnrakW54447cMcdd8S6GkRERCMWdwkHrVaL8vJyVFZWRo3hUFlZiTvvvHPAcxYuXIi//OUvUfs+/fRTzJs3b9I0oIiIiOjKfvOb38S6CkRERJNGXI7Etm7dOvzqV7/CG2+8gcOHD+Oxxx7DmTNnsHbtWgDS4xD/8A//ECm/du1anD59GuvWrcPhw4fxxhtv4PXXX8f3v//9WL0FIiIiIiIiokkt7no4AMDq1avR2dmJH//4x2hpacG1116LjRs3YsqUKQCkubLPnDkTKV9YWIiNGzfisccewyuvvILs7Gy8/PLLMZsSk4iIiIiIiGiyi8uEAwA8/PDDePjhhwc89uabb/bbt3TpUtTU1IxyrYiIiIiIiIjoasTlIxVERERERERENL4x4UBEREREREREsmPCgYiIiIiIiIhkx4QDEREREREREcmOCQciIiIiIiIikl3czlIx1oQQAACbzSbbNX0+H5xOJ2w2GzQajWzXnWwYx5FjDOXBOMqDcZSH3HEMf/6FPw/p8thmiE+MoTwYR3kwjvJgHOURyzYDEw4hdrsdAJCXlxfjmhAREcWO3W5HYmJirKsR19hmICIiuro2g0LwVgYAIBgM4ty5c0hISIBCoZDlmjabDXl5eWhqaoLFYpHlmpMR4zhyjKE8GEd5MI7ykDuOQgjY7XZkZ2dDqeQTl4NhmyE+MYbyYBzlwTjKg3GURyzbDOzhEKJUKpGbmzsq17ZYLPwPIgPGceQYQ3kwjvJgHOUhZxzZs+HqsM0Q3xhDeTCO8mAc5cE4yiMWbQbewiAiIiIiIiIi2THhQERERERERESyY8JhFOl0Ojz99NPQ6XSxrsq4xjiOHGMoD8ZRHoyjPBjHiYX/niPHGMqDcZQH4ygPxlEesYwjB40kIiIiIiIiItmxhwMRERERERERyY4JByIiIiIiIiKSHRMORERERERERCQ7JhxGaP369SgsLIRer0d5eTmqqqoGLb9lyxaUl5dDr9ejqKgIv/zlL8eopvFrKDF8//33sXz5cqSlpcFisWDhwoX45JNPxrC28Wuov4th27dvh1qtxnXXXTe6FRwnhhpHj8eDp556ClOmTIFOp8PUqVPxxhtvjFFt49dQ4/jWW29h9uzZMBqNyMrKwre+9S10dnaOUW3jz9atW3HHHXcgOzsbCoUCf/zjH694Dj9f4hvbC/Jgm0EebDPIg20GebDNMDJx32YQNGzvvPOO0Gg04rXXXhP19fXikUceESaTSZw+fXrA8idPnhRGo1E88sgjor6+Xrz22mtCo9GI9957b4xrHj+GGsNHHnlE/Od//qfYvXu3OHbsmHjyySeFRqMRNTU1Y1zz+DLUOIb19PSIoqIisWLFCjF79uyxqWwcG04cv/KVr4jrr79eVFZWilOnToldu3aJ7du3j2Gt489Q41hVVSWUSqV46aWXxMmTJ0VVVZWYOXOmuOuuu8a45vFj48aN4qmnnhJ/+MMfBADxwQcfDFqeny/xje0FebDNIA+2GeTBNoM82GYYuXhvMzDhMAILFiwQa9eujdo3ffp08cQTTwxY/gc/+IGYPn161L7vfOc74oYbbhi1Osa7ocZwIDNmzBDPPvus3FUbV4Ybx9WrV4sf/vCH4umnn2bjQQw9jh999JFITEwUnZ2dY1G9cWOocXz++edFUVFR1L6XX35Z5Obmjlodx5OraTzw8yW+sb0gD7YZ5ME2gzzYZpAH2wzyisc2Ax+pGCav14u9e/dixYoVUftXrFiBHTt2DHjOzp07+5VfuXIlqqur4fP5Rq2u8Wo4MbxUMBiE3W6H1WodjSqOC8ON469//Ws0NDTg6aefHu0qjgvDieOf//xnzJs3Dz/5yU+Qk5ODkpISfP/734fL5RqLKsel4cRx0aJFaG5uxsaNGyGEwPnz5/Hee+/htttuG4sqTwj8fIlfbC/Ig20GebDNIA+2GeTBNkNsjPVnjFr2K04SHR0dCAQCyMjIiNqfkZGB1tbWAc9pbW0dsLzf70dHRweysrJGrb7xaDgxvNR//dd/oa+vD/fee+9oVHFcGE4cjx8/jieeeAJVVVVQq/lnABheHE+ePIlt27ZBr9fjgw8+QEdHBx5++GF0dXVN2mcyhxPHRYsW4a233sLq1avhdrvh9/vxla98BT/72c/GosoTAj9f4hfbC/Jgm0EebDPIg20GebDNEBtj/RnDHg4jpFAooraFEP32Xan8QPsnk6HGMOx3v/sdnnnmGbz77rtIT08freqNG1cbx0AggPvvvx/PPvssSkpKxqp648ZQfh+DwSAUCgXeeustLFiwAKtWrcILL7yAN998c1LfsQCGFsf6+np873vfw49+9CPs3bsXH3/8MU6dOoW1a9eORVUnDH6+xDe2F+TBNoM82GaQB9sM8mCbYeyN5WcM05TDlJqaCpVK1S/71tbW1i9jFJaZmTlgebVajZSUlFGra7waTgzD3n33XTz44IP4/e9/j2XLlo1mNePeUONot9tRXV2N2tpafPe73wUgfQgKIaBWq/Hpp5+ioqJiTOoeT4bz+5iVlYWcnBwkJiZG9pWWlkIIgebmZhQXF49qnePRcOL43HPP4cYbb8Tjjz8OACgrK4PJZMLixYvxb//2b5Pybu5Q8fMlfrG9IA+2GeTBNoM82GaQB9sMsTHWnzHs4TBMWq0W5eXlqKysjNpfWVmJRYsWDXjOwoUL+5X/9NNPMW/ePGg0mlGra7waTgwB6S7FmjVr8Pbbb/N5LQw9jhaLBQcOHMC+ffsiy9q1a3HNNddg3759uP7668eq6nFlOL+PN954I86dOweHwxHZd+zYMSiVSuTm5o5qfePVcOLodDqhVEZ/HKlUKgAXMu40OH6+xC+2F+TBNoM82GaQB9sM8mCbITbG/DNmVIainCTC07i8/vrror6+Xjz66KPCZDKJxsZGIYQQTzzxhPjmN78ZKR+eguSxxx4T9fX14vXXX5/001wNNYZvv/22UKvV4pVXXhEtLS2RpaenJ1ZvIS4MNY6X4ojTkqHG0W63i9zcXPG1r31NHDp0SGzZskUUFxeLb3/727F6C3FhqHH89a9/LdRqtVi/fr1oaGgQ27ZtE/PmzRMLFiyI1VuIObvdLmpra0Vtba0AIF544QVRW1sbmSaMny/jC9sL8mCbQR5sM8iDbQZ5sM0wcvHeZmDCYYReeeUVMWXKFKHVasXcuXPFli1bIsceeOABsXTp0qjymzdvFnPmzBFarVYUFBSIX/ziF2Nc4/gzlBguXbpUAOi3PPDAA2Nf8Tgz1N/Fi7HxcMFQ43j48GGxbNkyYTAYRG5urli3bp1wOp1jXOv4M9Q4vvzyy2LGjBnCYDCIrKws8Y1vfEM0NzePca3jx+effz7o3zp+vow/bC/Ig20GebDNIA+2GeTBNsPIxHubQSEE+54QERERERERkbw4hgMRERERERERyY4JByIiIiIiIiKSHRMORERERERERCQ7JhyIiIiIiIiISHZMOBARERERERGR7JhwICIiIiIiIiLZMeFARERERERERLJjwoGIiIiIiIiIZMeEAxERERERERHJjgkHIiIiIiIiIpIdEw5EJIv//u//hkKhuOzyrW99a9DzN2/e3O+cnp6eq/75SUlJUee++eabI3tDREREFJfYZiAaP9SxrgARTQwGgwGrV6/Ghx9+CIfDAY1Gg+nTpyMvLw8WiwX33XffVV1n6tSpuOmmmwAAWq32qn/+/fffD6fTiX379mH//v3Deg9EREQ0frDNQBT/mHAgIlkUFRWhqqoK+fn5eOaZZ3D77bfDYDAM+To33XTTsO40rF+/HgDwzDPPsPFAREQ0CbDNQBT/mHAgohHr7e3FnXfeiaysLHzxxRcwmUyxrhIREREREcUYx3AgohHbtGkTOjs78dBDDzHZQERERP34fD4YDIZBx3sKL0899VSsq0tEMmEPByIaMSEEAOD999/HV7/6VeTm5sa4RkRERBRP2tvbsXr16qh9v/nNb6DVavuN83TXXXeNYc2IaDQx4UBEI7Zq1SosX74clZWVyM/PR2lpKQoLC5GUlIR169Zh7ty5sa4iERERxVB2dnbUeAvNzc3YsGEDZs2axVkiiCYwPlJBRCOm1+vxk5/8BF/+8pchhEB9fT0+/PBDvPXWW0hISIh19YiIiCjO1NXVAQBmzZoV45oQ0WhiwoGIRuypp55CeXk5Dh48iGeffRbbtm1DW1sbPB4PiouLY109IiIiijPhhENZWVmMa0JEo4mPVBDRiPzsZz/Dv//7v+O2227DO++8A7PZPCo/Z82aNf323XXXXXzOk4iIaBwazR4ObDMQxQ8mHIho2AKBAP71X/8ViYmJ+O1vfztqyQYA2LBhQ799BQUFbDwQERGNQwcOHAAwOj0c2GYgih9MOBDRsFVXV6O9vR133nknkpKSRvVnhWfCICIiovHN7/fj6NGjyMjIQFpamuzXZ5uBKH5wDAciGraOjg4AgEKhiHFNiIiIaLxoamqCz+fDtGnTYl0VIhplTDgQ0bCVlpZCoVDgww8/xB//+MdYV4eIiIjGAZ/PBwDwer0xrgkRjTYmHIho2IqKivCP//iP8Pl8uPvuuzF16lTcfffdePDBB/HTn/4UDocj1lUkIiKiOFNQUICkpCTs2bMHN954I9asWQO32x3rahHRKOAYDkQ0Ii+99BIqKiqwYcMG1NTU4OOPP440Gj788EN8/vnnMa4hERERxROtVot33nkH//RP/4Tdu3fj5MmT0Ov1sa4WEY0CJhyIaMTuvPNO3HnnnZHt9vZ2zJ49G5s3b4bH44FOp4th7YiIiCjerFy5EitXrox1NYholDHhQESys1qtMBqNyM3NhVarHdK527Zti8yfvX79ehiNxqs67+GHH4bT6cS+ffuGWFsiIiIaj9hmIIp/TDgQkawqKyvx4x//GA0NDXjttdeGPINFQ0MDGhoaAAAvvvjiVTce3n77bfT29g65vkRERDQ+sc1AFP8UghPVEpGM1qxZg4MHD+Lxxx/H6tWrY10dIiIiIiKKESYciIiIiIiIiEh2nBaTiIiIiIiIiGTHhAMRERERERERyY4JByIiIiIiIiKSHRMORERERERERCQ7JhyIiIiIiIiISHZMOBARERERERGR7JhwICIiIiIiIiLZMeFARERERERERLJjwoGIiIiIiIiIZMeEAxERERERERHJjgkHIiIiIiIiIpLd/wdA29gbvwKlRwAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -958,7 +970,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -968,7 +980,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -978,7 +990,7 @@
},
{
"data": {
- "image/png": "iVBORw0KGgoAAAANSUhEUgAABBsAAAFYCAYAAAAStvShAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAA+HlJREFUeJzs3Wd0VNXXgPFnSnrvBAiE3nsT6SBBQJpUERBERLFjRSyAvGL/27AiHQHpCqFEkCYgvRNaSCCN9J5Mptz3w5hoTJuEgSSwf2tlJZm599wzO4HM7NlnH5WiKApCCCGEEEIIIYQQVqKu6AkIIYQQQgghhBDi7iLJBiGEEEIIIYQQQliVJBuEEEIIIYQQQghhVZJsEEIIIYQQQgghhFVJskEIIYQQQgghhBBWJckGIYQQQgghhBBCWJUkG4QQQgghhBBCCGFVkmwQQgghhBBCCCGEVWkregKVhclkIjo6GhcXF1QqVUVPRwghhKgQiqKQnp5O9erVUavlPYl/k+cKQgghhOXPFSTZ8Lfo6GgCAgIqehpCCCFEpXDjxg1q1qxZ0dOoVOS5ghBCCPGP0p4rSLLhby4uLoA5YK6urlYZU6/Xs2PHDoKCgrCxsbHKmPciiaN1SBytQ+JoPRJL67B2HNPS0ggICMj/uyj+Ic8VKi+Jo3VIHK1D4mgdEkfruB1xtPS5giQb/pZXDunq6mrVJxCOjo64urrKP5BbIHG0DomjdUgcrUdiaR23K46yTKAwea5QeUkcrUPiaB0SR+uQOFrH7Yxjac8VZDGmEEIIIYQQQgghrEqSDUIIIYQQQgghhLAqSTYIIYQQQgghhBDCqqRnQxkZjUb0er1Fx+r1erRaLTk5ORiNxts8s7vXnYijjY0NGo3mtowthBBCCHE3UxSFzMxM0tLSSEtLw8fHBy8vr4qelhCigkmywUKKohAbG0tKSkqZzqlWrRo3btyQRlu34E7F0d3dnWrVqsnPSgghhBD3FJ1OR0pKCnFxcYSGhqJWq8nIyCAlJSX/IzU1tdBHXnIhLS0NRVHyx5s/fz7Tpk2rwEckhKgMKmWyYe/evXz88cccO3aMmJgYNmzYwNChQ0s8Z8+ePUyfPp1z585RvXp1XnvtNZ566imrzSkv0eDr64ujo6NFL0hNJhMZGRk4OzujVsuKlfK63XFUFIWsrCzi4uIA8Pf3t/o1hBBCCCFuN71eT1JSEgkJCSQkJJCYmFjgIykpqdBHcnIy2dnZVrm+RqPBzc2tQOJBCHHvqpTJhszMTFq1asWkSZMYPnx4qcdfu3aNAQMGMGXKFJYvX86ff/7JtGnT8PHxsej80hiNxvxEQ1lKwkwmE7m5udjb20uy4RbciTg6ODgAEBcXh6+vryypEEIIIUSFMxqNJCYmcvPmTeLi4vI/x8fHExcXl/91fHw8CQkJZarA/S+VSoWbmxu2trZUr14dDw8P3N3dcXNzK/T53x+urq75n+3t7aVCVAiRr1ImG/r370///v0tPv67776jVq1afP755wA0adKEo0eP8sknn1gl2ZDXo8HR0fGWxxKVV97PV6/XS7JBCCGEELdNbm4uMTExxMTEEB0dTXR0dP73sbGx+Z/j4uIwmUxlGlulUuHp6YmXlxdeXl54e3vj5eWVf5unp2f+h4eHR/5nV1dXjEYjwcHBDBgwABsbm9v06IUQ94pKmWwoq4MHDxIUFFTgtn79+vHTTz+h1+uL/M9Sp9Oh0+nyv09LSwPMLzT/2wBSr9ejKAqKopTpP/y8ErKynicKulNxzPsZ363Jhrzfa0sbnIqiSRytR2J56yJO7mP4o8/Tt1lLenbrjqOL8y2Pebf+PP7v//6PLVu2cPLkSWxtbW/pHWAhSqLX64mKiuL69evcuHEj/yMyMpLIyEiioqKIi4sr01IDLy8v/Pz88PPzw9fXF19fX3x8fPDx8cHX1xdvb298fHzw9vbG09Oz3M9jpKG5EMKa7opkQ2xsLH5+fgVu8/Pzw2AwkJCQUOQa/Hnz5jF79uxCt+/YsaNQBYNWq6VatWpkZGSQm5tb5vmlp6eX+RxR2O2OY25uLtnZ2ezduxeDwXBbr1WRQkJCKnoKdwWJo/VILMvv89kfcPryOS7fCKPl2iDc/DxuecysrCwrzKzyyc3NZeTIkXTu3JmffvqpoqcjqjCDwUBkZCRhYWFcu3aN8PDw/I+IiAiioqIsenPExsYGf39/qlevTvXq1fH398//qFatGv7+/vnJBa32rnjKLoS4x9w1/3P9d31YXra4uHVjM2bMYPr06fnfp6WlERAQQFBQEK6urgWOzcnJ4caNGzg7O2Nvb2/xnBRFIT09HRcXl0q1fm337t306dOHxMRE3N3dK3o6pbpTcczJycHBwYHu3buX6edcVej1ekJCQujbt6+URt4CiaP1SCxvzYdz3mf3iUMATH1gGCPGjbJKHPMq/e42eW8wLF68uGInIqoEvV7PtWvXuHLlCpcvX87/CAsLIzw8vNQ3JWxtbQkICKBWrVrUrFmTgIAAAgICqFmzJjVq1KBGjRp4e3tLTy8hxF3trkg2VKtWjdjY2AK3xcXFodVqi23oaGdnh52dXaHbbWxsCj1ZMxqNqFQq1Gp1mf4o5GW1886tCD179qR169b5/SwAunbtSkxMDB4eHpUiCXLmzBmeffZZDh8+jKenJ1OnTuXtt9/On1tJcdTpdHTq1IlTp05x4sQJWrduXWj8xMREWrVqRVRUFMnJycUmWNRqNSqVqsjfgbvJ3f747hSJo/VILMtu3759zJ43F4ChXR+kRacEq8VRfhb/KMuSy/KS5UTWUd44pqenExoayoULF7hw4QKXLl3i4sWLhIWFlZhQsLW1pXbt2tStW5fatWvnfwQGBhIQEICfn1+pz/2MRmOlW7Ygv4/WIXG0DomjddyOOFo61l2RbOjcuTO//fZbgdt27NhB+/bt5UlTEWxtbalWrVpFTwMwP3Hr27cvvXr14siRI1y6dImJEyfi5OTEyy+/XOr5r732GtWrV+fUqVPFHjN58mRatmxJVFSUNacuhBAVIjY2liGDh2AwGmjWsCkP12qFR7W4ip7WXaksSy5vlSwnso7i4pjXRyEiIoKIiAjCw8O5ceMG8fHxxY5la2ubv6whb5lDtWrVqFatWrF9EfK2nKzq5PfROiSO1iFxtA5rxtHSJZeVMtmQkZHBlStX8r+/du0aJ0+exNPTk1q1ajFjxgyioqJYunQpAE899RRff/0106dPZ8qUKRw8eJCffvqJlStXVtRDqBQmTpzInj172LNnD1988QVA/trCXr165b/Lv3jxYl588UWWL1/Oyy+/zI0bNxgwYABLlixh7dq1vPvuu6SmpjJu3Dg+//zz/D+uubm5vPXWW6xYsYKUlBSaN2/Ohx9+SM+ePS2e44oVK8jJyWHx4sXY2dnRvHlzLl26xGeffcb06dNLrLzYunUrO3bsYN26dWzdurXIY7799ltSUlJ45513ij1GCCGqitzcXAb0H0BySjLe3t7M7DWRUNbT19byHZzuJrNmzSoyGfBvR44coX379uUavyxLLstLlhNZx7/jmJubm1/xePLkSU6dOsW5c+eKfSfOz8+Ppk2b0rhxYxo1akTDhg1p2LAhNWvWvOeWOcjvo3VIHK1D4mgdtyOOli65rJTJhqNHj9KrV6/87/P+0D/22GMsXryYmJgYrl+/nn9/nTp1CA4O5qWXXmL+/PlUr16dL7/80irbXhZHUZRSMzomk4nMzEw0Go1V/1g5OjpatPzhiy++4NKlSzRv3pw5c+YA4OPjQ3h4eKFjs7Ky+PLLL1m1ahXp6ek8/PDDPPzww7i7uxMcHExYWBjDhw+na9eujB49GoBJkyYRHh7OqlWrqF69Ohs2bODBBx/kzJkzNGjQADAvfVi0aBETJ04sco4HDx6kR48eBZa09OvXjxkzZhAeHk6dOnWKPO/mzZtMmTKFjRs3Fvvu0vnz55kzZw5//fUXYWFhpcZLCCEqu6effpoTJ09ga2vL7GEvosQnk3x/Atn2laNa7U579tlnGTNmTInHBAYGlnv8siy5vFWynKh8jEYjZ8+eZf/+/WzYsIG33nqL8+fPF9mg0c3NjRYtWuR/NG/enKZNmxa75PZeJr+P1iFxtA6Jo3VYM46WjlMpkw09e/YscTugopo79ejRg+PHj9/GWRWUlZWFs/OtbzFWHhkZGTg5OZV6nJubG7a2tjg6Opa6bEKv1/Ptt99Sr149AEaMGMGyZcu4efMmzs7ONG3alF69evHHH38wevRorl69ysqVK4mMjKR69eoAvPLKK2zbto1Fixbx/vvvA9CoUSPc3NyKvW5sbGyhJ4J5O4vExsYWmWxQFIWJEyfy1FNP0b59+yKTJzqdjkceeYSPP/6YWrVqSbJBCFHlLViwgIULFwLwxNAJ+ChacvR/0VCbS7btvfliydvbG29v74qehriDMjIyOHjwIHv37uXAgQMcPnyYjIyMQsf5+/vTrl072rRpk/9Ru3btStGrSggh7hWVMtkg7jxHR8f8RAOYX/AHBgYWSKj4+fkRF2deF3z8+HEURaFhw4YFxtHpdAXeIQgNDS312mXdSeSrr74iLS2NGTNmFDvmjBkzaNKkCePGjSv1+kIIUdkdPHiQadOmAdCnR2/G+nfhalQUhxrF8ojGjSSV/DkvzfXr10lKSuL69esYjUZOnjwJQP369SvszQNRuqysLPbt28euXbvYs2cPx44dK9S40dnZmU6dOuHh4cHo0aPp3LkzNWrUqKAZCyGEyCPPTsrJ0dGxyEz6v5lMJtLS0nB1dbX6Mgpr+28pTN6uDP+9La8s0WQyodFoOHbsWKEGSWV50lbcTiLwT4XDf+3atYtDhw4VKm1t3749jz76KEuWLGHXrl2cOXOGtWvXAv8kMLy9vZk5c2apa3yFEKKyiIyMZPDgwej1eho3bszb903lQuw56sec4MsgFe/b1mJPRU+yCnjnnXdYsmRJ/vdt2rQB4I8//ihTryFxeymKwokTJ9i6dSu///47Bw4cIDc3t8AxtWrVonv37nTt2pXOnTvTrFkzTCYTwcHBDBgwQMqthRCikpBkQzmpVKpSlzKYTCaMRiNOTk4V1mDI1tb2tmyr1KZNG4xGI3FxcXTr1q3c43Tu3Jk333yT3NxcbG1tAXOX7+rVqxe7zvbLL79k7ty5+d9HR0fTr18/Vq9eTadOnQBYt24d2dnZ+cccOXKExx9/nH379hWo4BBCiMosKyuLwYMHk5CQgK+vL28MmkZuynU0ud5c9L1CTYy4eNSD4lceir8tXry4yGWYouJlZGQQEhLCli1bCA4OJiYmpsD9AQEBPPDAA/Tq1Yvu3btTu3btQmMU1aNBCCFExZJkw10uMDCQv/76i/DwcJydnfH09LTKuA0bNuTRRx9lwoQJfPrpp7Rp04aEhAR27dpFixYtGDBgAACNGzdm3rx5DBs2rMhxxo4dy+zZs5k4cSJvvvkmly9f5v333+edd97JX0Zx+PBhJkyYwM6dOwkICKBWrVoFxsirpKhXrx41a9bM//rf8rahatKkCe7u7laJgRBC3E6KojB58mROnDiBg4MDT46aRHtTbXZlH6PFjRP81EtFa10ueNSBpIqerRBlk5KSwubNm1m3bh3btm0jJycn/z4nJyf69OlDv379eOCBB2jQoIH0WhBCiCpIkg13uVdeeYXHHnuMpk2bkp2dzbVr16w29qJFi5g7dy4vv/wyUVFReHl50blz5/xEA8DFixdJTU0tdgw3NzdCQkJ45plnaN++PR4eHkyfPr3AVmNZWVlcvny52C2rhBDibvThhx+yatUq1Go1o0eOYoRzd87E/oG90hyn7I2crqPi4UQdiiQbRBWRnZ3Nb7/9xvLly9m2bVuBv+t16tRh0KBBDBw4sNAuVUIIIaomSTbc5Ro2bMjBgwcL3BYYGFhgt4+JEycW2ppy1qxZzJo1q8Bt/y0/tbGxYfbs2SX2PyhpV5E8LVq0YO/evcXe37NnT5KTk4vd0/y/j6e4MSyZixBCVAa//fYbb775JgD9+/dndM0gdOlxxJrcaBp1kD+bKJjUKlrpdCgegUB4RU5XiGIpisL+/ftZvHgxa9euLbA3e5MmTRg+fDjDhw+nVatWUr0ghBB3GUk2CCGEEJXIuXPnGDt2LIqi0L59e4a3eZDGumpsS/oZe9v+VI9ZwzcPmHAzmgjUGzC610aSDaKySU5OZtmyZXz33XdcuHAh//ZatWoxbtw4xo4dS7NmzSpwhkIIIW43STYIIYQQlURiYiKDBw8mIyODwMBARjw4lG76plxIPYRO24T60YfQV3Pmqn8q3bJzUTv7YbQtuVmxEHfShQsX+PTTT1mxYkV+HwZHR0ceeeQRJkyYQNeuXSusabYQQog7S5INQgghRCWg1+sZNWoUYWFhuLu7M3LkSB4wtCQ3N42LaRexdRlDzahVnB5QA1RptM7RgUfTip62ECiKwp9//slHH33Eb7/9ln97ixYteOqpp3j00Udxc3OrwBkKIYSoCJJsEEIIISqBl19+mV27dmFra8uYMWPoYdMCP6M7OxNWoHboQo3oA9gaMvmtgXnNeyudDjzrVPCsxb1u9+7dvPXWW/z555+AeWvwIUOG8PLLL9OlSxfpwyCEEPcwSTaUgTQYvLvJz1cIUVF+/PFHvvrqKwCGDRtG++rNaZlZm6tpJ0k0gp1DXWrdWIS2Y1su2JxCDbTI2/ZSiApw9OhR3nzzTUJCQgCws7PjscceY/r06TRq1KiCZyeEEKIykGSDBWxsbADzFowODg4VPBtxu2RlZQH//LyFEOJO2LlzJ9OmTQOgV69etGvRhu7pjckxZHIqeTc2TsOpkX4Ge10KsT2aAKdopNjgqChS2SDuuIiICF5++WXWrVsHmP9mPvnkk8ycORN/f/8Knp0QQojKRJINFtBoNLi7uxMXFweYGx1ZUhZoMpnIzc0lJydHmiHdgtsdR0VRyMrKIi4uDnd3dzQajdWvIYQQRQkNDWXEiBEYDAZatGhBt27d6JHdBAdsOZC0DaO2LrbaatS88D1qJyf+agCEQcscnXkAqWwQd0hubi6fffYZc+bMITs7G5VKxfjx45k1axZ16sjvoRBCiMIk2WChatWqAeQnHCyhKArZ2dk4ODjImsVbcKfi6O7unv9zFkKI2y0hIYGHHnqIlJQUatWqxeDBg+ng0oTqCR7EZIURmX0ZW5dJ1LC9iVN2HC4jhnMi7TwArdOTzINIZYO4A3bv3s3TTz9NaGgoAD169ODrr7+mefPmFTwzIYQQlZkkGyykUqnw9/fH19cXvV5v0Tl6vZ69e/fSvXt3Kc2/BXcijjY2NlLRIIS4Y3Q6HQ8//DBXr17Fy8uLUaNGUcc3gJbR1TEqBo4l7kBj2xaV2oUaxxcA4DhoAOcvPQNAa50O7FzB0QsMhop8KOIulpOTw2uvvZbfT8THx4dPP/2UcePGyZsoQgghSiXJhjLSaDQWvyjVaDQYDAbs7e0l2XALJI5CiLuJoig8+eST7Nu3D0dHR0aPHo2PtzfdkxuiRsXJ5H3o1EY09h2p7mPAOeEKNgEBXK6lxRBqwNvGhRoGI3gHgrzgE7fJ+fPneeSRRzh9+jQAU6dOZd68eXh4eFTwzIQQQlQV0khACCGEuIPmzZvH0qVL0Wg0PPzww/j4+PCAd0ccsrWkGhK4lHoUle19qFS21I7aCYDb0CEcjzsBQFs7X1QgSyjEbaEoCt9//z3t27fn9OnT+Pj4sGXLFr777jtJNAghhCgTSTYIIYQQd8iaNWuYOXMmAAMGDKBevXp0adER38taFBQO3wzG3tUHtbY51QIccDj4GwBuQ4ZyPO44AO2Uvyu8POtWyGMQdy+9Xs8TTzzBU089RXZ2NkFBQZw+fZoBAwZU9NSEEEJUQZJsEEIIIe6Aw4cPM2HCBMDcYK9t27bUCaxD08teAFxJP0FSbgyKpisqlZqGNpdBUXDs2BF1dT9Oxp0EoF1munlAr/oV8TDEXSo1NZWBAweycOFC1Go1H3/8MVu3bpXGyUIIIcpNejYIIYQQt9n169cZPHgwOTk5tG3blu7du+Pi4kJfl/aYQpPQqXM4nbgHd//GZGfXwifAGfudKzAAbsOGcTH5IlmGLFxsXKh/M9I8qCQbhJXcuHGDgQMHcubMGZycnFi9ejUDBw6s6GkJIYSo4qSyQQghhLiN0tPTeeihh7h58yb169cnKCgIrVbL0G4DMB01b2F5MHoTJrURvf5+VCoVLRoaMERcR+3oiGtQX47FHgOgtU9LNKk3zANLskFYwZkzZ+jUqRNnzpzB39+fvXv3SqJBCCGEVUiyQQghhLhNDAYDo0eP5syZM/j4+DBo0CDs7Ozo2+cBnPZlggJRxqvczA6nWoNuGI3ueNVwwvXIRgBcBw5E7eT0T78G51rmge3dzNteCnELLl++TN++fYmJiaF58+YcOnSItm3bVvS0hBBC3CUk2SCEEELcBoqi8PTTT7N161YcHBwYO3Ysrq6uNG3alCZp1TDEZ2O0NfFX5G/YO7uSntISgLY9/cjYsQMA95EjUBSFE3/vRNFO7WIe3Ku+bHtZBuHh4UyePJk6derg4OBAvXr1ePfdd8nNza3oqVWYqKgo+vbty82bN2nVqhV79+6lVq1aFT0tIYQQdxHp2SCEEELcBu+//z4LFixArVYzdepU3Nzc8PT0pH/73qQuuADAkbit6E06ApsP48ZFLZ7VnfCK+JM4nQ67hg2xb9GCa2nXSMpJwk5jRzNdjnlwWUJRJqGhoZhMJr7//nvq16/P2bNnmTJlCpmZmXzyyScVPb07LiEhgb59+xIREUGDBg3Yvn27bGsphBDC6iTZIIQQQljZ8uXLeeuttwB49tlncXNzQ6vVMmrESLJ+uQ4mSHVOJuLaWbxr1eHm9ZqAiXb9a5P6fx8A4D5iOCqVimM3zf0aWni3wCYp3HwBSTaUyYMPPsiDDz6Y/33dunW5ePEi33777T2XbEhPT2fAgAFcuHCBGjVqEBISgp+fX0VPSwghxF1IllEIIYQQVrRr1y4ef/xxAJ544on8d4wfeughHC/o0cdmgr2aP84vB6BG08HkZpvwqOZIDbsEdKGhqGxscB00CIDjN//u1+DXDhKvmC/iVe8OP6q7T2pqKp6enhU9jTtKURTGjx/PkSNH8PLyIiQkhNq1a1f0tIQQQtylpLJBCCGEsJKzZ88ybNgw9Ho9w4YNo06dOuTm5tK2bVuaVWvAzTXm3gsXjcfQGbNo0LEr4WfsAAPtBwaStv47AFz69kX7d5IiL9nQ1q8tJP7PfCGpbLglV69e5auvvuLTTz8t8TidTodOp8v/Pi0tDQC9Xo9er7fKXPLGsdZ4Jfn222/ZtGkTtra2/Prrr9SvX/+OXPdOuJNxvJtJHK1D4mgdEkfruB1xtHQsSTYIIYQQVhAVFUX//v1JS0ujW7du9OzZk6SkJGrUqEH/B/uT9OM5MCoYqsHJgzvQ2trhWSuIG5dTcPdzpG4TF64+vQUwN4YEiMmIITozGo1KQ2vn2pCVYL6Yp1Q2AMyaNYvZs2eXeMyRI0do3759/vfR0dE8+OCDjBw5kieeeKLEc+fNm1fk+Dt27MDR0bF8ky5GSEiIVcf7r2vXrvHaa68BMGHCBOLj4wkODr6t16wItzuO9wqJo3VIHK1D4mgd1oxjVlaWRcdJskEIIYS4RWlpaQwcOJDIyEgaN27MpEmTiIiIwMnJidGjR5Nz6Cb6G+mo7DTsubICgLYDhhF6KAOA9gMCyQgJwZSRgU3Nmjh26gTAsThzv4bGno1xTIs1X8zFH+yc7/yDrISeffZZxowZU+IxgYGB+V9HR0fTq1cvOnfuzA8//FDq+DNmzGD69On536elpREQEEBQUBCurq7lnve/6fV6QkJC6Nu3LzY2NlYZ878yMzN5/fXX0ev1DBgwgPnz56O6y3YzuRNxvBdIHK1D4mgdEkfruB1xzKv0K40kG4QQQohboNfrGTFiBKdOncLPz4+5c+dy5swZ1Go1o0aNwiFHy80d4QAk+MWREBqBi5cP9q6d0GXewM3XgQbtfbn+2Frg78aQanNLpYJLKPL6NcgSijze3t54e3tbdGxUVBS9evWiXbt2LFq0CLW69LZVdnZ22NnZFbrdxsbG6k98b8eYeV599VUuXryIv78/S5YswdbW9rZcpzK4nXG8l0gcrUPiaB0SR+uwZhwtHUcaRAohhBDlpCgKU6dOJSQkBEdHR77//nvOnj0LQL9+/ahVsxZJv1wEg4KmtgN//LkYgK6PTOL0H+ZKhfYDAtFHRJB99Bio1bgNG5Y/vjSHtI7o6Gh69uxJQEAAn3zyCfHx8cTGxhIbG1vRU7vt1qxZw4IFC1CpVCxfvtzi5IwQQghxq6SyQQghhCind999N/9d8oULFxIaGoqiKLRq1YqOHTuSvusG+sgMVPYajiRux2gwENiqLZlpNcnJCMfN14GGHfyI/7tRoXP37tj8vQ1hck4yV1OvAtDWty38Zd69Qiobym7Hjh1cuXKFK1euULNmzQL3KYpSQbO6/TIzM3n++ecB85KQ3r17V/CMhBBC3EukskEIIYQoh6+//pr33nsv/+vk5GSys7Px9/fnoYceQh+TSdrO6wDkNDdx+cxBNFotXcZM5uTvkQB0HFQHjAZSN2wA/mkMCXAk9ggA9d3r42HvIcsobsHEiRNRFKXIj7vZ//73P2JjY6lbty7vvvtuRU9HCCHEPUaSDUIIIUQZ/fLLL/nvGM+aNYtq1aoRGxuLo6Mjo0ePRqvSkPzLRTAp2DVx5/ddCwDoMHg44acN5GYb8KzuRIN2fqRv344xORlttWo49+iRf43DsYfN51TrACaTJBtEmcTHx/PRRx8B8H//9393dZ8GIYQQlZMkG4QQQogy2LlzJ+PGjUNRFKZNm0a/fv04deoUKpWKkSNH4u7uTtrvEehjs1A72XBRdZKMxARcffxo3nsop/4wVzV0GlwXlVpF8spVgLmqQaX9Z3VjXmVDx2odIS0S9FmgtgGPOnf+QYsqZ+7cuaSnp9OuXTtGjRpV0dMRQghxD5JkgxBCCGGh48ePM3To0PwdKKZPn8727dsBCAoKok6dOugi0kjfY04oaLu7c2SbeZeJ3pOe5MzuWAw6I761XajTypuci5fIPn4cNBrcR4zMv05CdgJhqWGoUNHerz3EXzLf4VUPNNJuSZQsLCyMb7/9FoCPPvrIop03hBBCCGuTvz5CCCGEBa5cuUL//v3JyMigd+/efPnll6xduxZFUWjRogX33XcfplwjyWsugQIOrX3YvWcpJqORuu064le3NWf3RAF/VzWoVCSvWgmAS58+2Pj55l8rr6qhkWcj3O3dIeGi+Q7vhnf0MYuqaebMmej1evr16ydNIYUQQlQYSTYIIYQQpYiJiSEoKIi4uDjatGnDypUrWb9+PdnZ2VSvXp3BgwejUqlI2xaOISEbtastcX43uXHuNFobW3pPfJKjW8MxGkz413cjoKknxoxM0jb9CoDHI2MKXK9AvwaA+L+TDT6N7thjFlXT0aNHWbVqFSqVig8//LCipyOEEOIeJskGIYQQogSpqan079+fa9euUa9ePbZs2cLvv/9OfHw8Li4ujBkzBhsbG3IuJ5NxIBoAl4dqsWf1TwB0GjYKldqNC/vN9903xFzVkLb5N0xZWdgGBuJ4330FrlmgXwNAwt/LKLwl2SBK9tZbbwEwbtw4WrVqVcGzEUIIcS+rtMmGb775hjp16mBvb0+7du3Yt29ficevWLGCVq1a4ejoiL+/P5MmTSIxMfEOzVYIIcTdKCcnh6FDh3Lq1Cn8/PzYvn07Z8+e5dKlS2i1WsaMGYOrqyvGTD1Ja8wJAadO1Th6/Dcyk5Nwr+ZP+0EPc2TLNUwmhYCmnlRv4IGiKP80hhwzGpVKlX/N2MxYItIiUKvUtPNrZ74xv7JBllGI4oWFhbF9+3ZUKhWzZ8+u6OkIIYS4x1XKZMPq1at58cUXmTlzJidOnKBbt27079+f69evF3n8/v37mTBhApMnT+bcuXOsWbOGI0eO8MQTT9zhmQshhLhb6PV6xowZw+7du3FxcWHr1q1kZGTw559/AjBkyBBq1KiBoiikbLiMKS0XrbcDOU1MnNi2GYA+k54iPUnPxUOxAHQaVBeA7BMn0V28iMrODvehQwtcN6+qoYlnE1xsXSAzAbKTABV4NbgzD15USUuXLgWgb9++1Kkju5YIIYSoWJUy2fDZZ58xefJknnjiCZo0acLnn39OQEBAfmfl/zp06BCBgYE8//zz1KlTh65duzJ16lSOHj16h2cuhBDibmAymXj88cfZtGkTdnZ2bNq0CW9vb3791dxjoVu3brRo0QKArGM3yT6bCGoV7qMaELJoPopionGXHgS2bsdfv4ahKFCnlTd+dVwBSFltrmpwHTAAjbt7gWvn9WvIX0KRV9XgHgC2jrf5kYuqymQysWTJEgAmTpxYsZMRQgghgEq3f1Zubi7Hjh3jjTfeKHB7UFAQBw4cKPKc+++/n5kzZxIcHEz//v2Ji4tj7dq1DBw4sNjr6HQ6dDpd/vdpaWmA+Z0svV5vhUdC/jjWGu9eJXG0DomjdUgcraeyxlJRFF544QWWL1+OVqtl1apVtGzZkoULF2I0GmnYsCHdunVDr9djSMoh5derADj3rsmp4zuIDw/DzsmZrmMnEnU5kavH41GpoN2AWuj1eowpKaRt3QaAy8gRhR7/4RhzsqGtT1v0ej3qm+fRACavhhiLiJW141jZfh7CMnv37iU8PBxXV1eG/qdaRgghhKgIlS7ZkJCQgNFoxM/Pr8Dtfn5+xMbGFnnO/fffz4oVKxg9ejQ5OTkYDAYGDx7MV199Vex15s2bV+R6xh07duDoaN13jkJCQqw63r1K4mgdEkfrkDhaT2WL5bJly1i3bh0qlYrnn38ek8nEggULyM7Oxt7eHnt7e7Zu3QoKNDrrinOulnQXPYdi93E9eC0Abs3b8sf+A8T/5QBocaiu59DJPXASPPbswSc3l5waNdh1/TrcuJF/7WRjMtGZ0ahRE3cijuCTwTSP3EE9ICxNy7ng4GLnba04ZmVlWWUccWctWrQIgDFjxuDg4FDBsxFCCCEqYbIhz7+bZYH5nab/3pbn/PnzPP/887zzzjv069ePmJgYXn31VZ566il++umnIs+ZMWMG06dPz/8+LS2NgIAAgoKCcHV1tcpj0Ov1hISE0LdvX2xsbKwy5r1I4mgdEkfrkDhaT2WM5ccff8y6desAmD9/PpMnT87f4tLR0ZHHH38cNzc3ADJ2RZKZEYnKXkPglNac/eEPFKORGk2a8/CzL3L9XBLbt51HY6Nm6NQuOHvYoRgMRHzxJQag1pNTaP6fCryNVzfCX9DcuznDgoYBoFm5COIhsEM/arcZUGjO1o5jXqWfqDrS09NZu9ac6Jo0aVIFz0YIIYQwq3TJBm9vbzQaTaEqhri4uELVDnnmzZtHly5dePXVVwFo2bIlTk5OdOvWjblz5+Lv71/oHDs7O+zs7ArdbmNjY/UnvbdjzHuRxNE6JI7WIXG0nsoSy++++46ZM2cC8NFHH/H0008TEhJCaGgoGo2G0aNH4+3tDYDuehqZeyIB8Bhan/BLx7h+5gQaGxuCnnwOrdaGI79FANCqd008fJ0BSNu9G0N0NBp3dzyGDEH9n8d9+KZ5CcX9Ne7/JyYJlwHQVmsKJcTJWnGsDD8LUTZr164lKyuLRo0a0alTp4qejhBCCAFUwgaRtra2tGvXrlA5aEhICPfff3+R52RlZaFWF3woGo0GMFdECCGEECX5+eefmTZtGgBvvvkmr776KseOHSuw80Tt2rUBMOkMJK26CCZwaO2Dqp49fyz5EYD7Hh6DZ/UahB6MISk6EztHLW2CaudfJ3npMgDcR49GbW9fYA4mxcRfMX8B0Nm/s/lGXQakmZMaeMu2l6JoixcvBsyNIYurAhVCCCHutEqXbACYPn06CxYsYOHChVy4cIGXXnqJ69ev89RTTwHmJRATJkzIP37QoEGsX7+eb7/9lrCwMP7880+ef/55OnbsSPXq1SvqYQghhKgCfv31VyZMmICiKDz77LPMnTuXq1evsnmzefvKnj170rJly/zjUzZdxZiUg8bdDo8h9dmzfCHZaal41axFh8EPo881cvi3awC06x+IvZO5UiDnwgWyjhwBjQaPR8YUmkdoUijJumScbJxo4WPe6YKES+bPTj7g6HkboyCqqqtXr7J3717UajXjx4+v6OkIIYQQ+SrdMgqA0aNHk5iYyJw5c4iJiaF58+YEBwfnv6sUExPD9evX84+fOHEi6enpfP3117z88su4u7vTu3dvPvzww4p6CEIIIaqAnTt3MmrUKIxGI+PHj+eLL74gLi6OX375BUVRaNmyJT169Mg/PvP4TbKOx4EKPEc3IvLqOc7t/h1UKoKmPodGa8PJbeFkpuhw9rSjRc8a+ecmLV8OgGu/IGyqVSs0l4PRBwHo4NcBG/XfSxniQ82fvRvdpgiIqi5vu8u+fftSo0aNUo4WQggh7pxKmWwAmDZtWn5J63/llQv+23PPPcdzzz13m2clhBDibrFnzx4GDRqETqdj6NChLFy4kMzMTH7++Wd0Oh21a9dm8ODB+WXp+vgsUjZeAcD1gdqoa9jz+2vzAWjVdwDVGzYhJ0PP8e3mZPh9g+uitTEv6TMkJZH2m7lSwmNc0e8+H4wxJxvuq37fPzfGnTd/9mtq3Qcv7gqKorB06VJAGkMKIYSofCrlMgohhBDidjpw4AADBw4kOzub/v37s2rVKkwmEytXriQ1NRVPT09Gjx6NVmvOySt6E0k/h6LkmrCr64ZLrwAO/LKC5JhonD086faIeWnf0W3h5GYb8KrhTIOO/1QvpPyyBiU3F/vmzXFo07rQfHIMOZy4eQKAztU7/3PHzb+TDb6SbBCFhYWFERERga2tLYMHD67o6QghhBAFSLJBCCHEPeXIkSP079+fzMxMHnjgAdavX4+NjQ0bNmwgOjoaBwcHHn30URwdHfPPSd16DX1MJmonLZ5jGhF79RLHNm8E4IEpz2Dn6ERaQjZndpubOXZ+uB5qtbkiQtHrSV65EgDP8eOKbOB3/OZxck25+Dn6Uce1zj93xF0wf/ZrdhsiIaq6vAam7du3x8HBoYJnI4QQQhQkyQYhhBD3jBMnThAUFERaWho9evRg06ZN2Nvb8/vvv3PhwgU0Gg1jxozBy8sr/5zsc4lkHIgGwGNUIxQHNdu/+wJFMdGka0/qtTNvNXhg/VVMBoWajT2o1fSfZo5pO3ZguHkTjbc3Lv37FzmvvCUUnat3/icZkZ0M6ebr4tPY2qEQd4G8ZEOXLl0qeCZCCCFEYZJsEEIIcU84c+YMffv2JSUlhfvvv5/Nmzfj6OjIoUOHOHDgAFBwi0sAQ0oOSWvNO0I4d6+BQyNPDq1bSWLkdRzd3Ok18UkAoi+ncPV4HCoVdBnRoED1QvIyc2NIj9GjUdvaFjm3vOaQ+Vtewj9VDW61wN7VOkG4hw0ePJhatWphb2+Pv78/48ePJzo6uqKndUv2798PSLJBCCFE5STJBiGEEHe9Cxcu8MADD5CYmEiHDh0IDg7G2dmZc+fOsW3bNgD69OlTYItLxaiQtPIiSrYBmwAX3IICuRl2hcOb1gLwwBPTcHBxRTEp7F9zGYAmXavjXdM5f4zsM2fIPnkSbGzwGDO6yLklZCdwMfkiAJ38O/1zx81z5s++TawVhntar169+OWXX7h48SLr1q3j6tWrjBgxoqKnVW5JSUmcP2/u6XH//fdX8GyEEEKIwirtbhRCCCGENVy+fJk+ffoQFxdHmzZt2L59O25uboSHh7N+/XoAOnToQNeuXQucl/Z7BLkRaajsNHiNaYQJI9u+/RzFZKJR52406Gh+gRd6KJb46+nY2GvoNKhugTESFy4EwG1Af7Q+PkXO76+YvwBo4tkEL4d/lm/8069BmkNaw0svvZT/de3atXnjjTcYOnQoer0eGxubCpxZ+eRV4zRq1AifYn63hBBCiIokyQYhhBB3rbCwMHr37k1MTAwtWrQgJCQEDw8P4uLiWLVqFUajkcaNG9O/f/8CSx9yLiaRvvsGAB7DG6D1cuDPX1aQcD0cB1c3ej/+FAC5OQYObbwKQPsBgTi6/rNMIvfGDdK37wDAs4RtCQ9Em180FtjyEv7Z9lJ2orC6pKQkVqxYwf33319iokGn06HT6fK/T0tLA0Cv16PX660yl7xxyjre3r17AejcubPV5lKVlTeOoiCJo3VIHK1D4mgdtyOOlo4lyQYhhBB3patXr9KrVy8iIyNp0qQJv//+O15eXqSmprJ8+XJycnIICAhg+PDhqNX/rCo0pOSQtPoiKODUqRqOLX2ICw/j8MZfAOjz+FM4uroBcGLHdbLScnH1tqdVr4AC109ashRMJpy6dMG+cdENHk2Kif1R5nX33Wp0++cORZFkw23w+uuv8/XXX5OVlcV9993H5s2bSzx+3rx5zJ49u9DtO3bsKLBbiTWEhISU6fgtW7YA4OLiQnBwsFXnUpWVNY6iaBJH65A4WofE0TqsGcesrCyLjpNkgxBCiLvOlStX6NmzJ1FRUTRu3JidO3fi6+tLdnY2K1asIC0tDW9vbx555JEC72wrBhOJK0IxZRmwqemM+6B6GPR6tn3zP0xGIw063k/D+8zLLdISszkRch2ALsMboLH5V8IiOZmUdesA8Hy8+KqGC4kXSMpJwsnGida+rf+5Iy0aclJBpQHvBlaMzN1l1qxZRSYD/u3IkSO0b98egFdffZXJkycTERHB7NmzmTBhAps3by5yO1KAGTNmMH369Pzv09LSCAgIICgoCFdX6zTt1Ov1hISE0LdvX4uXc+h0Oq5eNVfUTJ06lYYNG1plLlVZeeIoCpM4WofE0TokjtZxO+KYV+lXGkk2CCGEuKtcunSJXr16ER0dTdOmTdm1axd+fn4YDAZWrVpFXFwczs7OjBs3rtC70ylbwtDfSEfloMVrbBNUWjUHVy4jPuIa9i6u9Jn8dP4L00MbrmLUm6jewJ06rb0LjrNqFUp2NnZNmuBUQvO+vVF/l8L7d8ZG/a8nAHn9GrwbgNbOClG5Oz377LOMGTOmxGMCAwPzv/b29sbb25uGDRvSpEkTAgICOHToEJ07dy7yXDs7O+zsCsffxsbG6k98yzLm0aNH0el0+Pj40LRp02KTJfei2/GzuRdJHK1D4mgdEkfrsGYcLR1Hkg1CCCHuGqGhofk9Gpo1a8auXbvw9fXFZDKxYcMGIiIisLW15dFHH8Xd3b3AuVmn4sg8GAOA5+hGaD3tibp4gSObzBUKQVOexcndA4CYq6lcPhoHKug6suBWlyadjqTlKwDwenxSiS8E85ZQdK1RsDklcXk7UcgSipLkJQ/KQ1EUgAI9GaqKP//8EzBveSmJBiGEEJWVJBuEEELcFS5cuEDv3r2JjY2lRYsW7Ny5Ex8fHxRFITg4mHPnzqFWqxkzZgz+/v4FztXHZZG8zrx9pUuvABwae5Kbk822+Z+hKCaadu9Ng07mCgWTSWH/L5cAaHK/Pz61XAqMlbppE8bERLT+/rg++GCx803OSeZM/BmgqGTD35UNkmywisOHD3P48GG6du2Kh4cHYWFhvPPOO9SrV6/YqobKbP9+c5KqS5cuFTwTIYQQonjq0g8RQgghKrfz58/Tq1cvYmNjadmyJbt27crfDvCPP/7g6NGjAAwbNoy6dQtuT2nSGUlcfh4l14RdPTdc+9YGYO/yhaTcjMHFy4fek6bmH3/hz2jiItKxtdfQaXDBsRSTiaRFiwHwnDABVQllhgeiD6Cg0NCjIX5OfgXvjD1r/izbXlqFg4MD69evp0+fPjRq1IjHH3+c5s2bs2fPniKXSVRmiqLkb3spyQYhhBCVmVQ2CCGEqNLOnj1L7969iY+Pp3Xr1vm7TgAcPHgwf4vAgQMH0qJFiwLnKopC8vrLGOKyUbva4vlIY1RqFddOHOVUyFYAHpz2InaOTgDkZOg5+PdWlx0H1cXJreAL1Yw//iD32jXULi64jxxZ4rz3Re0DiqhqMOgg/u/KhmotyxgNUZQWLVqwa9euip6GVVy+fJn4+Hjs7e1p27ZtRU9HCCGEKJZUNgghhKiyTp8+nZ9oaNOmDTt37sxPNJw8eZLt27cD0Lt3bzp06FDo/MwD0WSfigc1eI1tjMbZluz0NLZ//yUAbfsPplbzVvnHH9p0FV2mAa8aTrToWaPQeIkLFwHgMWY0GmenYudtNBn5M8q87r7AlpcA8aFgMoCDB7jVLEM0xL0gbwlFhw4dqlxVhhBCiHuLJBuEEEJUSUeOHKFnz57Ex8fTrl07fv/9dzw9PQFzo8hNmzYBcN9999GtW7dC5+vCUkjZEgaAW/+62AW6oSgKv//0LZnJSXhWr0nXsY/lHx8Xkca5/dEAdB/TELWm4J/QrOMnyD52DGxs8Bg3vsS5n0s8R4ouBWcbZ1r5tip4Z8xp8+dqLUCa/4n/+HdzSCGEEKIyk2SDEEKIKmffvn306dOH5ORk7rvvvgKJhmvXrrFmzRoURaFVq1YEBQUV6thvSMkhcUUomMCxtQ/OXasDELp/N5cO7kOt0dD/2ZexsTW/c6yYFPasvAQKNOzoR/UGHoXmlPDdtwC4DRmMjZ9vyfP/ewlF5+r/2fISIDYv2SBLKERheZUNXbt2LeVIIYQQomJJskEIIUSVEhISQr9+/UhPT6dXr16EhITkb2MZHR3NypUrMRqNNGrUiMGDB6NWF/xTp+iNJC67gClTj42/E+4Pm7euTLkZy+8/fQPAfQ+PoVq9BvnnXDgQQ1x4Gjb2Gu4fXr/QnLLPnSNz7z5Qq/GeMqXUx7A30txHotASCoBY8w4VkmwQ/5WcnMylS+adUKriLhpCCCHuLZJsEEIIUWX8+uuvPPTQQ2RnZzNgwAC2bNmCs7MzAPHx8Sxfvpzc3FwCAwMZMWIEGo2mwPmKopC84Qr6qAzUjlq8xjdFbavBaDAQ/OXH5GZnU6NxUzoNG5V/Tk6mnoMb/m4K+VCdQk0hARK/+x4A14EDsa1du8THEJsZy/nE86hQ0a3mf5INJtM/yQZ/STaIgsLDwwHw9fXNr+QRQgghKivZjUIIIUSVsGrVKsaNG4fRaGT48OH8/PPP2NraApCYmMiSJUvIysrC39+fMWPGYFPEtpMZB6LJOh4HavAc2wStpz0AB9euJObKRewcnRjw7Cuo/5WkOLQpjJxMPZ7VnWjRq3DDRt3ly6SHhADg/aTlVQ0tfVri7eBd8M7ka5CbAVp78GpQxNmV2/Xr1602Vq1ataw21t3ixo0bgMRGCCFE1SDJBiGEEJXewoULeeKJJ1AUhXHjxrFo0SK0WvOfsJSUFJYuXUpGRga+vr6MHz8ee3v7QmPkXE0h9V8NIe3ruwNw4/wZ/tr4CwB9n3wWV59/+i3ERaRxbl8UYG4KqdEULghM+OFHAFz69sWuQekJgl03zFsw9gzoWfjOvH4Nvk1BU/X+RAcGBhbqj1EeKpUKg8FghRndXfKSDQEBARU8EyGEEKJ0Ve+ZjBBCiHvK119/zXPPPQfA1KlT+eabb/L7MKSlpbFkyRJSU1Px8vJiwoQJODo6FhrDkJxD0s8XCjWEzM5IJ/jrT0FRaN6rL406/7OswWQ0sXvFRVCgQQc/ajQs3BQy9/p10rZsAcBr6tRSH0umPpPDMYcB6BXQq/AB+f0aWpQ6VmXl6+tL48aNy31+aGgocXFxVpzR3UOSDUIIIaoSSTYIIYSolBRFYd68ecycOROAl156iU8//TT/nfOMjAyWLl1KcnIy7u7uTJgwIb9/w7+Zco0kLjuPKdOATfV/GkIqikLI91+RkZiAh391ek18ssB5p/+IJP56OnaOWrqOLLpiIfHHH8Fkwql7NxyaNyv1MR2IPoDepKeWSy3qutUtfEDetpdVuF9D//79WbhwYbnPnzRpEkuXLrXijO4ekmwQQghRlUiDSCGEEJWOyWRi+vTp+YmGt99+u0CiISsri2XLlpGQkICrqyuPPfYYbm5uhcZRTApJqy+ij85E7WST3xAS4Myu7Vw+fAC1RsvA51/D1t4h/7y0hGz++tW85OL+h+vj6GpbaGx9TAwpGzcB4P3U0xY9rj+u/wGYl1AUudxAdqJAUZSKnkKlldcTQ5INQgghqgKpbBBCCFGp6PV6Hn/8cZYvXw7A//73P1588cX8+3Nycli2bBk3b97E2dmZxx57DA+PwkscANJCIsg5lwgaFV7jm6D1MPdySLgezh+Lzb0Wuo4Zj1/df7azVBSFvasuYcg1Ub2BO03u9y9y7MSfFoJej2PHjji2bVPq4zKYDOyNMjeHLLJfQ0YcZMQCKvArvUqiMjpx4sQt75Lw3nvv8dJLL1lpRncXqWwQQghRlUiyQQghRKWRlZXFqFGj2LJlCxqNhkWLFjF+/Pj8+3U6HStWrCAmJgZHR0cmTJiAl5dXkWNlHr9J+h/mF2cewxtgF2iufMjNyea3/32AIVdH7ZZtaP/QsALnXTkWR8TZRNRaFT0fbYRKXbgCQX8zjpQ1awDwfvopix7bybiTpOpScbNzo41vEcmJqOPmzz6NwNbJojErm1atWt3yGAEBAfJiughGo5GoKHOzUtmNQgghRFUgyQYhhBCVQkpKCoMGDWL//v3Y29uzZs0aHnroofz78xINN27cwN7envHjx+Pr61vkWLqINJLXXQbApWcATm39AHPVws4F35AUHYmzhycDnn0ZlfqfFYU5mXr2/WI+r12/2nhUK/pFf+IPP6DodDi0aYPjffdZ9Pj+uGFeQtG9Rne06iL+/Eb/nWyo3tai8cS95ebNmxgMBjQaDf7+RVfbCCGEEJWJ9GwQQghR4WJiYujRowf79+/Hzc2NkJCQIhMN169fx87OjvHjxxf7gsuQlEPi0vNgVLBv6oVrUO38+87uDuH8vj9QqdQMfP41HN3cC5x7cONVstNycfdzpN2DgUWOr4+OJuUX81aZPi88b9FWj4qi5CcbilxCAf9UNtS4u5MNH374Ib17967oaVQ5eUsoqlevjkajqeDZCCGEEKWTygYhhBAV6urVqwwcOJCwsDCqVavG9u3badnynwaJ/000TJgwgRo1ahQ5lklnIGHJOUyZemz8nfAc/c8yiPjr4ez66TsAuoweR82mzQucG305hfP7ogHoNa4RGpui8/EJ332P8nevBicLqxouJV/iRvoNbNW2dKnRpfABivKvyobS+z9UZaGhoezZs6eip1HlSL8GIYQQVY1UNgghhKgwYWFh9OzZk7CwMOrWrcv+/fvLnWhQTApJKy9iuJmF2sUGr8eaobYzvwOc36dBn0tg63Z0HDKiwLkGvZHdK0IBaNrFn+oNim44mXvjBinr1wPmqgZLhUSEANClRhecbIpYmpFyHbISQa0Fv+aF7xf3PNmJQgghRFUjlQ1CCCEqxO+//86bb75JTk4OLVu2ZNu2bQWWRuh0OpYvX86NGzdKTzQoCim/XSUnNAm0arwnNEPrbpd/3+8/zic5OhJnTy/6PzO9QJ8GgCNbwkmOzcLB1ZbOD9cv6hIAJHzzLRgMOHXpgmO7dpY/1ojfAehbu2/RB0SfMH/2awY29haPK+4dUtkghBCiqpHKBiGEEHfc0qVLGTx4MDk5OfTo0YM9e/YUm2iwt7cvMdEAkLE/isyDMQB4jmqIbYBL/n1ndm3nwv7dqNRqHnrhdRxd3QqcezM8jRPbIwDoObYR9k42RV4jNzyc1E2bAPB5/jmLH+vVlKtcTb2KVq2lR0CPog+S5pCiFHnJBtmJQgghRFUhyQYhhBB3jKIovP/++zz22GMYDAa6devG5s2bcXd3zz/mv4mG8ePHl5hoyDodT+qWawC4DaiDY0uf/Ptirlxk10Jzn4auYyZQo3HTAuca9SZ2LrmAokCDDn7Ube1DceLnfwMmE849euBQhi0e85ZQdPbvjKuta9EH3SPNIQEaN25M9+7dK3oaVY5UNgghhKhqJNkghBDijjAYDDz99NPMnDkTgJdffpmXXnoJOzu7/GOys7NZtmyZxRUNuvBUkn65CIBTZ3+cu/1zbFZqCr9+Ng+jwUD9DvfRYfDwQucf2XKN5JhMHFxs6Da6QfHXuXKFtM2bAfAuQ1UDWLCEwmSCmFPmr++ByobXX3+dP/74o8Kur9PpaN26NSqVipMnT1bYPMpKkg1CCCGqGkk2CCGEuO0yMzN5+OGH+f7771GpVHz11VfMmzcP9b96J2RmZrJkyRIiIyPzEw3Vq1cvdkx9fJZ5i0uDgn0TT9wH1cvfhtJkNLL5i4/ISEzAw78GD06bXmiLyriINI7vMDfd6zG2EQ7OtsVeK/6rr0FRcOn7AA7Nmln8uCPSIriYfBGtSkvvWsVs95h4BXRpoHUAn8YWjy3K57XXXivx96oyys3NJTY2FpBkgxBCiKpDkg1CCCFuq7i4OHr37s1vv/2Gvb0969at49lnny1wTHp6OosXLyY2NhYnJycmTZpU4gtCY3ouCYvOYcoyYBPggucjjfO3uATYt3IJN86dxsbOniGvzMTO0bHg+XnLJ0wKDdr7Uq+Nb7HXyj59mvTt20GlwvvZslU15C2h6FCtA252bkUflNevwb8VaKp23+bTp08TGRl5S2NERkZy+vRpK82ooK1bt7Jjxw4++eST2zL+7RIVFYWiKNjZ2eHjU/xSHyGEEKIykWSDEEKI2+bKlSvcf//9HD58GE9PT3bu3MmwYcMKHJOamsrChQuJj4/HxcWFSZMm4efnV+yYplwjCUvOYUzKQeNpj/djTVHbavLvv3hwP0d/M29P2e/pF/GqWbih3pHgayRF/718YkzDYq+lKApxH5tfmLoNGYJ9o+KPLUr+EorAYpZQAEQdM3++C/o1tGnThnffffeWxnj77bdp06aNlWb0j5s3bzJlyhSWLVuG43+ST5Xdv5dQ/LdCRwghhKisqvZbKEIIISqtgwcPMmTIEOLj4wkMDGTbtm00atSowDE6nY6lS5eSlpaGu7s7jz32GB4eHsWOqRhNJP0cij4yA7WjFu9JzdD8a/lDwo0Itn/7OQDtBz1Mo85dC40RF5HG8e1/L594pOTlExl79pB15AgqW9sy7UABEJkeybnEc6hVanoHFLOEAuDGX+bPNTuUafzKSFEUFEWp6GkUoigKEydO5KmnnqJ9+/aEh4dbdJ5Op0On0+V/n5aWBoBer0ev11tlbnnjlDTetWvmBqg1a9a02nXvNpbEUZRO4mgdEkfrkDhax+2Io6VjSbJBCCGE1a1atYqJEyei0+lo27YtW7ZsoVq1agWOiY+P59KlSxgMBry8vJgwYQJubsUsNQAUk0LyusvkhCaBVo3XhKbY+PzzDrUuK5NfP30fvS6HgGYt6fbIY4XGMOQa+X3ReRSTQv32vtRrW/zyCcVoJP7TzwDwGDcOmzKu898Wvg2ADn4d8HLwKvqg3EyIPWv+OqBTmcavrLZt20bv3iUkV0oRGhpq8bGzZs1i9uzZJR5z5MgRDhw4QFpaGjNmzCjTXObNm1fk+Dt27LB6dURISEix9+3cuRMAlUpFcHCwVa97tykpjsJyEkfrkDhah8TROqwZx6ysLIuOq7TJhm+++YaPP/6YmJgYmjVrxueff063bt2KPV6n0zFnzhyWL19ObGwsNWvWZObMmTz++ON3cNZCCHFvUxSF9957L7+UfsiQISxfvhxnZ+cCx8XExLB8+XIMBgO+vr5MmDCh0DH/lbrtGlnH40ANXo82xi7wn8SEyWRuCJkcE4WzlzcPvfAaao2m0BgHN1wlOTYLR1dbupewfAIgddOv6C5fRu3qiveTUywNQb7ga+YXhQPqDij+oKjjoBjBtQa4Fb/rRlUSGxub38ywvCxdKvDss88yZsyYEo8JDAxk7ty5HDp0qMDOJwDt27fn0UcfZcmSJUWeO2PGDKZPn57/fVpaGgEBAQQFBeHqWsw2pmWk1+sJCQmhb9++2NjYFHnMtm3mxFWnTp0YMKCE36d7mCVxFKWTOFqHxNE6JI7WcTvimFfpV5pKmWxYvXo1L774It988w1dunTh+++/p3///pw/f55atQqvvQUYNWoUN2/e5KeffqJ+/frExcVhMBju8MyFEOLelZOTwxNPPMGKFSsAeOWVV/jggw/Q/OdFf0REBD///DM6nQ5HR0fGjRtXaqIhfc8NMvZGAeAxvCEOTQpWCuz7eQnhJ4+htbVj6Ctv4ejmXmiM6+cSOf2HuXlhn8ealLh8wpSTQ/yXXwLgPfVJNO6FxyvJ5eTLXE6+jFatpU+tPsUfmLeEIqBjmcavrPLK/e8Ub29vvL29Sz3uyy+/ZO7cufnfR0dH069fP1avXk2nTsVXlNjZ2RVKUADY2NhY/YlvSWNGRZl/9wMDA+UJdylux8/mXiRxtA6Jo3VIHK3DmnG0dJxKmWz47LPPmDx5Mk888QQAn3/+Odu3b+fbb79l3rx5hY7ftm0be/bsISwsDE9PT8D8B1kIIcSdER8fz9ChQzlw4ABarZZvv/02///wf7t48SJr1qzBYDAQEBCAh4cHDg4OJY6deSSW1K3hALgNqINTu4LNI8/t2fmvhpAv4Fe3fqExsjNy2bnkAgAtetakVrNiljX8LXn5cgyxsWj9/fEYN67EY4uy9dpWALrV6Fb8LhQANw6bP98lSyhq165d0VMo0n/fqMhLbtWrV4+aNWtWxJTK5Pp1c48R2fZSCCFEVVLpkg25ubkcO3aMN954o8DtQUFBHDhwoMhzfv31V9q3b89HH33EsmXLcHJyYvDgwbz33nvFPomtLE2fROkkjtYhcbQOiWNh58+fZ9iwYVy7dg03NzdWr15N7969C8Xo9OnTbN68GUVRaNCgAQ899BC7d+8uMZY5F5JIXX8ZAMdu1bHv7Ffg+JjLoez44SsAOgwZSb0OnQuNpygKu5ZdICstF/dqDnQYVKvEaxpTU0n4/gcAPJ+ZhlGtxliGn7eiKASHmZdQBNUKKv5aioI28jAqwFCtLUo5f6es/Tspv9uVT95uFMVVdwohhBCVUaVLNiQkJGA0Ggtte+bn51fsGtCwsDD279+Pvb09GzZsICEhgWnTppGUlMTChQuLPKeyNH0SlpM4WofE0TokjmYnT57ko48+IisrCz8/P95++21ycnIKNbGLi4vLLwX39PTEycmJ3bt3A8XH0jlNS4PzLqgVFQk+OiL0ZyH4bP79+swMIrdvxGQw4FSzNkmObkU2z8uM1JJ8xgFUCrZ1E9jx+/YSH5P35s14pqejq1aN/RoNlLEh3w3DDaIyo7DFluyz2QSfK/p855wY+mQnY1TZEHwiEuXUrfU5sNbvpKVNn6qywMDASrlrRlGysrJISkoCpLJBCCFE1VLpkg15/tscSlGUYhtGmUwmVCoVK1asyO9k/tlnnzFixAjmz59fZHVDZWn6JEoncbQOiaN1SBz/8eOPP/Lee+9hNBrp0qULa9asKbR+XlEUdu/enZ9o6NSpE3369EGlUpUYS31UBsmLLqAoRuwae9B0TEOaaf75G6DX6Vj73psYc7LxCqjNyHfnYWtf+P/6tIRs1u06ARjpOKgOrfuW/GIt99o1rs98C4DAd9+hWdfCW2eW5uOjH8Ml6BPYh6H3Dy32ONWpn+ECqGq2o/9Dg8t8nTzW/p20tOmTuDPyqhpcXFxK3K1FCCGEqGwqXbLB29sbjUZTqIohLi6uULVDHn9/f2rUqFHgj3CTJk1QFIXIyEgaNGhQ6JzK0vRJWE7iaB0SR+u4l+Oo1+t56aWXmD9/PgDjx4/nxx9/LPR/qslkYvPmzRw/fhyABx54gC5duhRKHP83lvrYTFKWhqLojNjWccP70SaobP5pMqmYTGxbMJ/48DAcXFwZ9to7OLkUThKbjCZ2L7uMXmfEv74b7R6sg1pd8i4HsZ9+BgYDzj164N6rV9kCAxhMBnZc3wHAQ/UeKvl3JPoYAOpanVBb4XfJWr+T9+rvdWWVl2yQqgYhhBBVjbqiJ/Bftra2tGvXrlA5aEhICPfff3+R53Tp0oXo6GgyMjLyb7t06RJqtbpKNH4SQoiqIj4+nqCgIObPn49KpeL//u//WLJkSaFEg16vZ82aNRw/fhyVSsWgQYPo2rVrqVsa6uOziF9wBlOWAdsAF7wnNi2QaADYv3oZlw7uQ63RMnj6m7j5Fp2IPhIcTmxYKrb2Gh6Y2LTUREPGvn1k7NkDWi2+r79uQTQKOxx7mMScRNzs3Ojs37nkg++y5pDi9pDmkEIIIaqqSpdsAJg+fToLFixg4cKFXLhwgZdeeonr16/z1FNPAeYlEBMmTMg/fuzYsXh5eTFp0iTOnz/P3r17efXVV3n88cdL7XIuhBDCMqdOnaJDhw7s3r0bFxcXNm3axJtvvlkogZCVlcXSpUu5cOECGo2GkSNH0q5du1LHNyTlkPDjGUwZemz8nfB+vDlqu4IFeKd3bufwxjUABE19jppNmxc5VmRoEkeDwwHo8WgjXL1L/lug6PXcnPcBAJ6PPopd3Tqlzrcov139DYB+tfthoymhQiAzEeLNu2NIskGURCobhBBCVFUWLaOoW7euVS6mUqm4evVqqceNHj2axMRE5syZQ0xMDM2bNyc4ODh/S62YmJj8TD+Yt7AKCQnhueeeo3379nh5eTFq1KgCe2oLIYQovzVr1jBx4kSysrKoX78+mzZtomnTpoWOS05OZvny5SQmJmJnZ8eYMWOoU6f0F+6GVB3xC85gTMtF6+uI9+TmqB0K/okKP32C3xeYl27cN3wMzXr0KXKsrLRcQhaeBwWadvGnYYdqpV4/eeUqcsPC0Hh44P3MtFKPL0pGbga/R/wOwJD6Q0o++Prfuyv5NAYn75KPFfc02YlCCCFEVWVRsiE8PNwqFyutfPbfpk2bxrRpRT/hW7x4caHbGjduLN3hhRDCykwmE++++25+8jYoKIhVq1bh4eFR6NioqCh+/vlnMjMzcXV1Zdy4cfj6+pZ6DWNGLik/XcCYlIPWyx6fJ1qgcbYtcEzC9XB++2weislEk649uX/ko0WOpZgUfl98nqy0XDyrO9F1dMNSr29ITib+668B8HnhBTTlbBIcEhFCjjGHQNdAWni3KPngiL+TDbWLXh4oRB6pbBBCCFFVWdwgcuLEicVuI2mJSZMmsXTp0nKfL4QQ4s5KS0tj/Pjx/PrrrwC8/PLLfPDBB2i1hf90XLp0iTVr1qDX6/Hz8+PRRx+1aGcfjV5FyuJQDAnZaNzt8J7SAo1rwURDRnIS6z+cTW52FjUaNyPoqReKTV4f3xHBjfNJaG3U9HuiOTa2miKP+7eEr77ClJaGXaNGuI8cUerxxdl4ZSNgrmooNbkevt/8uXaXcl+vqggPD2ffvn2cOnWK+Ph4UlNTcXNzw8fHh9atW9OtW7f8ykVRmCQbhBBCVFWVbjcKIYQQFe/KlSsMGTKE8+fPY2dnx48//sj48eOLPPbo0aNs2bIFRVGoW7cuo0aNwt7evtRrmLL0NDzvgiErC7WLLT5PtEDrXvA8fU4OGz96j/SEeDz8qzPklZloi9ktIeZKCn/9eg2AbmMa4lndqdQ55Fy8RPKq1QD4vfkmKk3pyYmi3Ei7wfG446hVagbVHVTywdkpEHvG/HVg2bfWrAqSk5NZsmQJP/74I6GhoYB5G9T/ykvKNGnShClTpjBhwoQiq2buVYqiSLJBCCFElWVRsuF///tfkWtzy2Ls2LG0bt36lsYQQghx+23evJnx48eTkpJC9erV2bBhAx07dix0nKIo7Nq1i3379gHQunVrBg0ahMaCF+zGTD3Jiy7gmKVF7WyDz5QWaP/TxNFoMLD5iw+5GXbZvMXlG7NwKGKLS4CcTD07fjqHYlJo2NGPJvf7lzoHRVGInTMHTCZc+vbFqVPhx2ipX8PM1R/3+d+Hn1PRu2Pku34IUMCzHriU3k+iKsnKyuKjjz7i008/JTMzEwcHB7p27UrHjh1p3Lgxnp6euLq6kpqaSnJyMhcuXODw4cMcPXqUl156ibfeeotXXnmFV155BSen0pNFd7uUlJT8nbZkdy0hhBBVjUXJhhdeeOGWL9S3b1/69u17y+MIIYS4PYxGI7Nnz+a9994D4L777mP9+vX4+xd+4W4wGPj11185ffo0AD169KBnz54W9eYxZupJWHAGQ2wWehsT1SY1xcbXscAxiqIQ8sPXhB0/gtbGliGvvo1HtepFjqeYFHYuuUBGsg43Xwd6jG1k0TxSN2wk+9gxVA4O+M14o9Tji2NSTPm7UAypV0pjSICIv5dQBN59Syjq1avHzZs36devH+PGjWPo0KEWJQ0yMzNZv349y5cvZ/bs2Xz//fdER0ffgRlXblFRUQB4eXnh6OhYytFCCCFE5VIpt74UQghxZyUmJjJw4MD8RMMzzzzDnj17ikw0ZGZmsnTpUk6fPo1KpWLw4MH06tXL8kTDj2fQx2SidrbhUtM0tL6Ft6Xcv3IJ5/b8jkqt5qGXXqdGoybFjnlsWwThpxPQaM19GmztS8+jG1NSiPv4YwB8npmGTfWiExmWOHbzGFEZUTjbONO7Vu/STwj/0/y59t23hKJTp04cO3aMrVu38uijj1pcneDk5MT48ePZvn07R48epVMn2Q4UyK9qcHNzq+CZCCGEEGVntZ4NmzZt4tSpU7zzzjvWGlIIIcQdcOzYMYYPH05ERAQODg58//33xfZniIuLY+XKlSQnJ2NnZ8fIkSOpX7++RdfJTzTEZqJ2scFjUlNyjvxR6LjjwZs4vGktAH2ffJZ67Yp/4Xn9fCJ//RYGQPdHGuJTy8WiucR99j+MycnY1q+H52OPWXROcTZc3gBAv8B+2GtL6VWhS4eYU+av78LKho0bN97yGG3btmXDhg23Ppm7QE5ODgB2dnYVPBMhhBCi7KxW2bBx40Zmz55treGEEELcAT/99BNdunQhIiKCevXqcejQoWITDVeuXOGnn34iOTkZd3d3Jk+ebHmiISOXhB9P5ycafKa0ROtTuKIh9M89/LHkRwC6jplAi15BxY6ZlpDNjp/OgQJNu1anaRfLqhOyT54kZc0aAPzffRdVMQ0nLZGqS2V7+HYAhjcYXvoJ1/8CxQjutcFN1uCLkul0OgCLGq4KIYQQlY3sRiGEEPegnJwcnnvuORYsWADAoEGDWLp0Ke7u7kUef/jwYbZu3YqiKNSqVYvRo0dbXCJvTM8lfsEZDDf/3nXiyRbY+Dii1+sLHBd++gRb5/8PgDb9B9Fx6MhixzTojWz74Sy6TAO+tV3oPrqhRXNRDAZiZs8BRcFt6FAcO3Sw6LzibA7bTK4pl0YejWju3bz0E67tNn+u0+2WrivuDVLZIIQQoiqTZIMQQtxjIiIiGD58OMeOHUOlUvHee+8xY8YM1OrCxW5Go5Ft27Zx5MgRAFq1asWgQYPQai3782FIySHhxzMYEnMKJBr+62bYFX799H1MRgONOnej14QpxfaAUBSFvSsvEX89HXsnGx6c2gKNjWWFesk/r0R34QJqNzd8X3vVonOKoygKay6aKyRGNBxhUc8Kru42f67b65aufbdZuHAhkZGRshTzP6SyQQghRFUmyQYhhLiH/Pbbbzz22GMkJyfj6enJypUrCQoqeqlCTk4Oa9as4erVqwA88MADdOnSxbIX1YA+IZuEBWcwpujQuNuZt7f0Krx0IinqBuvefwd9Tja1mrfiwWemoyoi8ZHn/P5oLhyIQaWCoCea4eJp2Qsx/c2bxH/xBQC+L72E1tPTovOKczL+JFdTr+KgdWBg3YGln5ARDzfPmL+u0+OWrn23+fHHHzl8+LAkG/5DKhuEEEJUZVZLNiiKgqIo1hpOCCGEFeXm5jJjxgw+++wzADp06MCaNWuoXbt2kccnJiaycuVKEhISsLGx4eGHH6ZJk+J3hPgvfWwm8T+dwZSuR+vtgPcTLdC6F37BpE9PY8O8d8lOT8Ovbn0GvzwTbQk9FG5eS2Pv6ksAdBpSl4AmliUMFEUhdtZsTJmZ2Ldqifuo4pdoWGrtJXMTywcDH8TF1oLGlNf2mD9XawHOPrd8fXH3k8oGIYQQVZnVkg2LFy9m8eLF1hpOCCGElURERDB69Gj++usvAF588UU+/PBDbG1tizz+8uXLrF27Fp1Oh4uLC2PHji1yC8zi5Eamk7DwLKYsAzbVnPCe3ByNS+FrpScmELVrC4bMDLwDajP8zTnYORZeYpEnI1lH8HenMRkU6rTypm2/ohMlRUkLDibjjz/Axgb/994rsXLCEv9uDDmi4QjLTgr7e+eNuj1v6dqVWVxcXLnO+2//DmEmlQ1CCCGqMllGIYQQd7Fff/2Vxx57jJSUFNzd3Vm0aBFDhw4t8lhFUdi/fz87d+4EICAggFGjRuHiYtl2kgC68FQSFp1D0RmxCXDBZ1Iz1I6FKxUyU5LZMO8dDJkZuFerzoi35uLg4lrsuPpcI1u/O01Wai6e1Z14YFJTi5dzGJKTuTn3/wDwnjoV+4aWNZMsyeawzeiMOhp6NKSFd4vST1CUe6JfQ7Vq1Sz+ufyboijlOu9uJ5UNQgghqjJJNgghxF3ov8smOnbsyOrVqwkMDCzyeJ1Ox6ZNmzh//jwA7du358EHH7S4ESRAzqVkEpedR9GbsK3jhvfEpqjtCp+fnZ7G2rlvkRIbg9bJmWEzZuPk7lHsuIqi8MfSC8RFmBtCDni6Jbb2ls/r5vvzMCYnY9egAd5PTrH4vJLm88vFX4AyNIZMvAppkaCxhVqdb3kOlV2tWrXKdHxMTIxUNxRBKhuEEEJUZRbVkXp6evLcc8/d0oWeeeYZvLy8bmkMIYQQpQsPD6dbt275iYbp06ezb9++YhMNSUlJ/PTTT5w/fx61Ws2gQYN46KGHypRoyDoRR8Licyh6E3YNPfCe1KzIRIMuK5N1779Dwo0InDw8qdF7IC5e3iWOfWxrBJePxqFWq3hwanPcfAo3mSxO+u7dpP32G6jV+L//f6iKWTpSFodiDhGWGoaj1pFBdQdZdlLeEoqATmBb/FKRqq5OnToA7N+/n2vXrln80aZNm9s+t8DAQFQqVYGPN95447Zf91ZIZYMQQoiqzKJnkikpKWRmZt7ShbKyskhJSbmlMYQQQpRsw4YNPP744/nLJhYvXsyQIUOKPf7KlSusXbuWnJwcnJ2dGTVqVJnflU7fF0XqljAAHFr74DmiISpt4Vx2bk426z+Yzc2wKzi4uDLsjVkcOnWmxLHDTsTz16/msbs/0pAaDYuvgPgvY0YGse/OAsBz4kQcWliw3MECP1/4GYAh9YfgbOts2UlX/0421Lt7l1CAuYImPDyco0ePUqNGjYqeTiFz5sxhypR/qlucnS38+VUQqWwQQghRlVn8ttXJkyeZM2dOuS908uTJcp8rhBCiZJmZmUyfPp0ffvgBgE6dOrFq1apiqxkUReHAgQP8/vvvKIpCjRo1GD16NK6uxfdNKGqM1G3hZOyJBMC5S3XcBtZFpS68rCA3J5v182YRffE8dk5OjHhrLh41AqCEZENCZDohi84B0KJXTZp1K9uL17iPP8Fw8yY2tWvh89yzZTq3ODfSb7An0ryrxCONH7HsJIMOwnabv67X2yrzqKw6derE6tWr+euvv0pMcv3XndrNysXFhWrVqt2Ra1mDVDYIIYSoysqUbLjVhIE0fxJCCOs7efIkjzzyCKGhoahUKl577TXmzJlT7G4TOTk5bNy4kdDQUADatGnDwIEDy7RsQjGaSF53mazj5t0HXB8MxKVHzSL/n8/NzmL9B7OICj2PnaMTw9+cg29g3RLX6Gem6tjyzWkMuSZqNvag64j6Fs8NIGP/n6SsXg2A/5z3UDtYvvSiJKtDV6Og0KV6F+q41bHspIgDoM8EZz+o1soq86isBgwYQEREBA0aNCjTed9++y1paWm3aVb/+PDDD3nvvfcICAhg5MiRvPrqq8X+OwHzi/28F/xA/hz1er3VekzkjVPUeFlZWQBotVrpaVGKkuIoLCdxtA6Jo3VIHK3jdsTR0rEsema5aNGiW5qMEEII6zOZTHzxxRe88cYb5ObmUr16dZYuXUqfPn2KPSc2NpZffvmFpKQkNBoNDz74IO3bty9TMtiUayTp51ByQpNADR4PN8CpfdHvFudmZ7Eur6LB0YkRM9+jWv2Sd4PIzTGwZf5pMpJ0uPk60G9Kc9Qay7eqNKamEjNzJgAeY8fi1KmjxeeWJEufxfor6wEY22Ss5Sde3mH+XL8v3OKWm5Vdw4YN+d///lfm8+5Ez4YXXniBtm3b4uHhweHDh5kxYwbXrl1jwYIFxZ4zb948Zs+eXej2HTt24FjCNq3lERISUui2q1evAuY+LMHBwVa93t2qqDiKspM4WofE0TokjtZhzTjmJcNLY1Gy4bHHHrulyQghhLCu2NhYJk6cyPbt2wEYMmQICxYswNu7+GaLJ06cYMuWLRgMBtzc3Bg1alSZ19UbM3JJXHqe3OvpoFXjNbYxDk2Lbv6ry8pi/bx3ib50wbx0YuZcqtUr+R1vk9HEjgXniL+ejoOLDYOea4W9U+GtM0sSO+c9DDdvYhsYiO+rr5Tp3JJsDttMem46AS4BdK3R1fIT85INDYOsNhdhNmvWrCKTAf925MgR2rdvz0svvZR/W8uWLfHw8GDEiBF8+OGHxTawnjFjBtOnT8//Pi0tjYCAAIKCgsq05Kgker2ekJAQ+vbti41Nwd/15cuXA9CqVSsGDBhglevdrUqKo7CcxNE6JI7WIXG0jtsRR0urEWXrSyGEqGK2bNnCpEmTiI+Px97env/9739MnTq12OoEvV5PcHAwJ06cAKB+/fo8/PDDZX5nVh+fRcKicxiTclA5aPF+rCl2gW5FHpu360TM5YvYOTkx8q3/w69uyUshFEVh76pLRJxNRGujZsC0lrj5lG2OacHBpG3ZAhoN1T/60GrLJxRFYWXoSsDcq0GtsrBCIfEqJF4BtRbq9rTKXMQ/nn32WcaMGVPiMcX1LbnvvvsAc5PU4pINdnZ2RTZntLGxsfoT36LGzM3NBcDJyUmeaFvodvxs7kUSR+uQOFqHxNE6rBlHS8eRZIMQQlQROTk5vPbaa3z11VeA+d3ZlStX0rRp02LPSUpK4pdffiE2NhaVSkWvXr3o2rUr6jKW8+vCUklYdh4l24DG0x7vSc2wKSYRoMvKZN3/vUPMlYvYOzkz4q25pSYaAE7suM65fdGggr6Tm1GtTtGJjOLob94kZra5kbH31Kk4tGxZpvNLsj9qP1dSruCodWRIfcsbH3L575LFWp3BvmyPR5TO29u7xGqekuQl3/z9/a05JavK6xchu1EIIYSoiiTZIIQQVcCxY8eYMGEC58+fB8zrzz/44IMSu9RfuHCBjRs3otPpcHR0ZMSIEdStW7fM1846EUfS2ktgVLCt5YLXhKZonItuqpednsa699/lZthl7J1dzImGOvVKvcalI7Ec3GBen951ZAPqtvYp0xwVRSFm5luYUlOxb94c76efKtP5pVl8bjEAwxsOx9W2DOXzl83LXGhwby+hqFu3LiNHjuTDDz8E4NVXX2X9+vX5PQlut4MHD3Lo0CF69eqFm5sbR44c4aWXXmLw4MFl3ur1Tsrb+lJ2oxBCCFEVSbJBCCEqMYPBwLx585gzZw4GgwE/Pz8WLlxY4vptg8FASEgIf/31F0B+5/2yrjFXFIX0XTdIC4kAwKG5F56jG6Gy0RR5fEZyEmvnvkVi5HXsXVwZMfM9ixIN0ZdT2LnkAgCt+gTQqndAmeYJkLJqFZn796Oys6P6Rx+ismK55bnEcxyOPYxGpWF8k/GWn5ibCeH7zV837Ge1+VRF4eHhxMfH53+fkJBAeHj4Hbu+nZ0dq1evZvbs2eh0OmrXrs2UKVN47bXX7tgcykO2vhRCCFGVSbJBCCEqqYsXLzJhwgQOHz4MwPDhw/nuu+9KLBtPSEhg7dq1xMbGAtC5c2ceeOABNJqiEwTFUQwmkjdcIevYTQCcu9fE7cFAVOqi+0KkxsWyZu5bpN6MxdnDkxFvzcWrZunvGOemqdn+w3lMBoV6bXzoMrxsW1wC6C5f5uYH5nfMfV9+GbtyVG+UZPHZxQA8WOdB/J3LUHJ/5Xcw5oJ7bfAueQcOcXu1bduWQ4cOVfQ0yiyvskGWUQghhKiKJNkghBCVjMlk4ptvvuG1114jOzsbNzc35s+fz9ixY0vcovLUqVNs3rwZvV6Pg4MDw4YNo2HDsr/INWXpSVxxAd3VVFCB+5D6ON9X/IvsxKgbrJ37FhlJibj5VWPkW3Nx8y16K8x/S43LJuGIA6ZcI/713XhgUtNikxnFzjU7m6jp01F0Opy6dcNj3KNlOr80kemR7Igw7yYxqdmksp0cusX8uckgKMPWokLkkcoGIYQQVZkkG4QQohKJjIzk8ccfz98L+YEHHmDhwoUEBBS/tECn0xEcHMypU6cAc/f9hx9+uFxb8+lvZpKw9DzGxBxUtmo8xzbBobFnscffDLvCuvffITs9Da+atRgx8z2cPYvu7P9vGck6tsw/gylXjVdNJwY+0wqtbdmqLwBuzvsA3eUraHy8qf7BPFRlbHxZmmXnl2FSTHT270wjz0aWn2jUw6Vt5q8bD7TqnMS9QyobhBBCVGW3lGwwGo0kJSWhUqnw8PAoc5muEEIIM0VR+Pnnn3nmmWdITU3FwcGBjz76iGnTppW4c0RMTAxr1qzJ/7+4Z8+edOvWrcy7TQBkX0gkadVFFJ0RjYcd3o81w6aaU7HHR4aeY8MHs8nNzsKvbn0enjEbR9fSd1zIydTz21cnyUjSoXU00f/p5tg5lP3PUdrWraT88guoVNT46CO0xWxfWF4pOSlsuLIBgInNJ5bt5PB9kJMKjt4Q0Mmq8xL3DqlsEEIIUZWV+dndjRs3mD9/Plu3buX8+fOYTCYAVCoVzZo1o3///kybNq1Sd3cWQojKJD4+nmeeeYY1a9YA0LFjR5YuXUqjRsW/k64oCn/99RchISEYjUZcXV0ZPnw4tWvXLvP1FUUhfU8kadvDQQHbOm54jWuCxqn4Jothx4/w2/8+wJCro2aT5gx97R3sHIveCvPfcnMMbP76FEnRmTi62eLaOglH16J3tihxnMhIYt5+BwCvqU/i1LlzmccozfILy8k2ZNPYszGd/cs4/oXN5s+NB4BaEvGifKSyQQghRFVWpmTD119/zeuvv05OTg6KohS4T1EUzpw5w9mzZ/niiy/48MMPef755606WSGEuJsoisLq1at57rnnSEhIQKvV8s477zBjxgy02uL/e05PT2fTpk1cuXIFgEaNGjFkyBAcLXixX2gOeiPJ6y6TddK8U4BTp2q4D6qHSlt8ZcTpndv5fcF8FJOJOq3bMWj6DGzsSn/n1ag3se2Hs9y8loado5YBzzTn0Ik95ZiznqjpL2PKyMChTRt8nn22zGOUJj03nZ8v/AzAky2fLLFXRiEm0z/9GhoPsvrcxL1DKhuEEEJUZRYnGz788EPefPNNVCoVo0aN4pFHHqFdu3b4+PigKArx8fEcO3aMFStWsG7dOl566SUyMzOZMWPG7Zy/EEJUSbGxsTz99NNs3LgRgJYtW7Jo0SLatm1b4nkXLlzg119/JTs7G41GQ1BQEB07dizbi+G/GVN1JCw7jz4yA9TgPrgezvdVL/Z4RVE4tG4VB9asAKBZjwfo++SzaEpIjORfy2hi+4Kz3DifhNZOw0PPtsLT3xFOlHnaxP3vc3JOn0bt6kqNTz5GZcH1y+rnCz+Trk+nvnt9+tTqU7aTo45BRizYukDdHlafm7h3SGWDEEKIqsyiZ2jnzp3jrbfewtPTk40bN9KlSxfAnIDYsWMHO3fupGbNmtSsWZMhQ4awd+9ehg4dyjvvvMOgQYNo3rz5bX0QQghRVSiKwrJly3jxxRdJTk5Gq9Xy1ltvMWPGDGxti19OoNPp2LZtGydOmF+dV6tWjYcffhhfX99yzUMXkUbi8guY0nNRO2rxfLQJ9vXciz3eZDTy+0/fcGbndgA6DRtNl9HjLEpymIwmQn46x7VTCWi0agY81YJqdd3Q6/Vlnnfa9h0kLVwIgP/c97CpUaPMY5QmU5/JsgvLAJjSYgpqVRn7X1z41fy5QV/QyotEUT4GgwGj0QhIZYMQQoiqyaJkw5dffonJZGLFihX5iQaA0NBQdu/eXej47t27s2LFCgYOHMjXX3/Nd999Z7UJCyFEVRUZGcnUqVMJDg4GoF27dixcuJCWLVuWeN6NGzdYv349ycnJAHTp0oVevXqVuNSiOIqikHkwhpTNYWBS0Po54j2hKVovh2LP0ety2PzFR4QdOwwqFX0ef5rWQQMsup7JpPD74gtcPR6PWqui/1MtCGhS/O4WJdGFhRHzd7Wc5+OP4xoUVK5xSrP64mpSdakEugbSL7Bf2U5WFDi30fx108FWn5u4d+QtoQCpbBBCCFE1WfRMddeuXTRp0oSgMjyx69+/P02aNOH3338v9+SEEOJuoCgKCxcuZPr06aSlpWFra8usWbN49dVXS0wYGI1G9uzZw759+1AUBTc3N4YNG0ZgYGC55mHKNZKy/p/+DA4tvfEY3hC1XfENDLPSUtn40RxiLl9Ea2PLgOdfoUHH+y26nmJS2LX0ApeP3EStVvHglObUbl6+HSOMGZlEPvc8pqwsHDt2xHf6S+UapzTZhmyWnFsCwBMtnkBT1uaOkUch9TrYOkODMiYqhPgXSTYIIYSo6ixKNkRHRzNoUNmbXLVo0YLffvutzOcJIcTdIiIigilTphASEgJAp06dWLhwIU2bNi3xvPj4eDZs2EB0dDRg7ukwYMCAcpdT6xOySVx2HsPNLFCD24C6OHepXuIyiKToSDZ8MJuUmzHYOzkz9LV3qNG45HnnUUwKu1eEcvFQLCq1iqAnmlGnlU+55q4oCjFvvUXu1atofX2p8dmnt6VPA8AvF38hKSeJGs41GFDXsuqNAs6uM39uNABsy96w816hKEqhRtOioLx+DRqNplxVTEIIIURFs+ivl62tbYEMu6V0Oh02NsVvnSaEEHcrg8HAl19+ydtvv01WVhb29vbMnTuXF198EY2m+HfLTSYTBw8eZNeuXRiNRuzt7XnooYduqfdN9rlEkn65iKIzonaxwWtsE+zquJV4zvWzp/j1s/fRZWbi6uPHw2+8i1dNy7Y0VkwKe1dd4vyfMahU0HdSU+q1LV9vCYCkJUtI37YNbGyo8cXnaL29yz1WSTJyM1hwZgEAU1tOxUZdxr9fJiOc22D+uvlwK8+uart27RrOzs7533/66afMnj27AmdU+clOFEIIIao6i5INderU4dChQyiKYnHH87wnzHXr1r2lCQohRFVz/PhxpkyZwvHjxwFzH5sff/yRhg0blnheQkICGzduJDIyEoD69eszaNAg3NxKTgwURzEppO2IIH33DQBsA13xGtsEjWvxjSjBvLXlzp++wWQ04t+wMUNfeQtHN3eLrmkyKexZEcr5P2NABX0ea0KDDn7lmj9A5uHDxH38CQB+r7+OY5s25R6rNMsuLCNFl0KgayCD6pVjy8rrB827UNi7Qb3e1p9gFVa7du0C33t5eeHlVb4lNfcK2YlCCCFEVWdRi+0BAwYQFxfHJ598UuD2kkogP/nkE+Lj4xk4cOCtzVAIIaqIjIwMXn75ZTp06MDx48dxd3dnwYIF/PHHHyUmGkwmEwcOHOC7774jMjISOzs7Bg8ezKOPPlruRIMxVUf8j2fyEw3OXarjM6VFiYkGk8nInuULCfnhK0xGI4279GDU2+9bnmgwmti15EJ+RUOfx5rQ6D7/cs0fIPfGDaKefwGMRlwHDcLj0bHlHqs0KTkp+b0anmn9DFp1OcrW85ZQNBkE2pITOkKUJi/ZIJUNQgghqiqLkg0vvvgiLi4uzJgxg/fffz9/K6YpU6aw8O8tyPIYjUbef/99ZsyYgZubGy+++KLVJy2EEJVNcHAwzZs357PPPsNkMvHII48QGhrK5MmTUauL/682ISGBRYsWsWPHDgwGA/Xq1WPatGm0bdvW4kqy/8q+mMTNL4+Tey0Vla0Gz0ca4T6oHipN8fPIzcnm10/f5+hv6wHoPGIsA557BW0J23H+m9FoImTheS7+Ze7R0HdyMxrfQqLBmJFB5LRpGFNSsG/eHP/35pQ7HpZYeHYhmfpMGnk0IiiwHLtcGHLh/Cbz17KEIt+6dessOk6v1/Pqq6/e5tlULXnLKKSyQQghRFVlUbLB29ub1atXo9FoePvtt6lTpw4vv/wyERER1KhRg5CQEFasWMH06dOpU6cOb7/9NlqtllWrVpW7TPKbb76hTp062Nvb065dO/bt22fReX/++SdarZbWrVuX67pCCFEWsbGxjB49moEDBxIREUHt2rUJDg7m559/xs+v+OUDeUvNvvvuO27cuIGtrS2DBg1i3Lhx5V82YTSREnyNxEXnMGUasPF3wvf5Nji2KrlfQlp8HKvefZ2rR/9CY2PDgOdf5f6RYy1+cW/Um9j+w1muHItDrTHvOtGgffmXTihGI9GvvIru8hW0Pj7UnP816tv47m5cVhwrQ1cC8Hzb51GrLPrTWNCVEMhKBGc/COxu5RlWXSNHjmTy5MlkZmYWe8z58+fp2LEjn3322R2cWeUnlQ1CCCGqOovrRPv168e+ffuYOHEioaGhfP7554WOyVtW0bhxYxYvXkzHjh3LNanVq1fz4osv8s0339ClSxe+//57+vfvz/nz56lVq/gGZampqUyYMIE+ffpw8+bNcl1bCCEsYTKZ+PHHH3nttddISUlBrVYzffp0Zs2ahZOTU4nnxsfH8+uvv3LjhnmJQ926dRk8eDDu7u7lno8hKYekVaHkXk8HwKmzP+4D6qKyKfmF8/Wzp9n8+Qdkp6fh4OrGkFfeokajJpZfV29k2/dniTibiEar5sGpzQlscWsNHOM++4yM3btR2dlR85v52JSQtLGG7099T44xh1Y+rehWo1v5Bjn5s/lzi5GgkZ0D8jRp0oRFixaxd+9eli9fTqdOnQrc/9VXX/HGG2+QnZ3NyJEjK2iWlZNUNgghhKjqyvSMqGPHjpw/f56tW7cSHBzMyZMnSUxMRFEUvL29adWqFQMGDKB///63VO762WefMXnyZJ544gkAPv/8c7Zv3863337LvHnzij1v6tSpjB07Fo1Gw8aNG8t9fSGEKElYWBg9e/bk0KFDALRr144ffviBtm3blniewWBg//797Nu3D6PRiK2tLUFBQbRr1+6W/s/MPptA0trLKDkGVPZaPEc0wKF5yS/4FUXhxNZf2b3sJxSTCd869RjyykxcvS3fNSI320Dwt6eJupSC1kbNgGktCWjiWe7HAZCyYSNJP5mX5/m//384tGhxS+OV5mrKVdZeXgvAC21fKN/PISsJLm03f9369vWVqIqOHTvGK6+8wjfffEO3bt2YOXMmb7/9NvHx8UycOJEdO3bg4uLCd999x/jx4yt6upWKVDYIIYSo6sr19kv//v3p37+/tecCQG5uLseOHeONN94ocHtQUBAHDhwo9rxFixZx9epVli9fzty5c0u9jk6nK7CdZ1paGmBeN6rX68s5+4LyxrHWePcqiaN1SBxvXWpqKu+88w7ff/89JpMJZ2dn3n33XZ555hm0Wm2JsY2MjCQ4OJj4+HgA6tWrR//+/XFzc8NgMJRrPkqukfTt18k+bK7ksqnpjNuo+mg87EuciyFXx66F3xG6fzcAjbr0oM/kp9Ha2ln8+5GVlsvWb8+SGJmJjb2Gfk82pVp9lzL9fv33dzL72DFi3nkHAI8nn8QxKOi2/75+cuQTTIqJnjV70tqrdbmupz65Go1Jj+LXAoNnQ7jD/8as/W/bmjG3t7fn66+/ZuDAgUyaNIk5c+bw22+/cf36dRISEujWrRtLly4ttFuFkMoGIYQQVV+lq/VMSEjAaDQWWuvs5+dHbGxskedcvnyZN954g3379qHVWvaQ5s2bV+Qe3zt27MDR0bHsEy9BSEiIVce7V0kcrUPiWHaKorBnzx4WL15MSkoKAF27dmXSpEl4eXmxY8eOYs81Go1ER0eTkJAAgFarpUaNGri4uPDnn3+We04OGRrqXHHGIVsDQGz1bKJqJMHB6yWep8/MIHZfCLqkBFCp8G7TCUOtBuz4fafF1zZkqUg44oghS43a1oRH20xOXj7AycvleywhISHY3owj4Ntv0ej1pDdvxqU6gRAcXL4BLXRVf5X9mftRo6Z1amuCy3m97he/xwM4q21J2G2ec0ms9W87KyvLKuP8W//+/Tl06BCtW7fmxIkTAIwdO5bly5db/Vp3C6lsEEIIUdVVumRDnv+WsiqKUmR5q9FoZOzYscyePbvUPez/bcaMGUyfPj3/+7S0NAICAggKCsLV1bX8E/8XvV5PSEgIffv2xcbGxipj3oskjtYhcSyfc+fO8cILL7B3714AGjZsyKOPPsorr7xSahwvXbrEtm3bSE8391Fo2bIlffr0uaWEpmJSyNofTcZfkWBSULvY4PpwPfzqu9OqlHMjz59l69efoEtLxd7Zmf7PvkpA85Zlun5SdCbB889iyMrFxdOOAc+0wM3XoVyPJe93snebNsROnIQhOxu7li2p+9MC2tzmF1hGk5FHtz0KwKiGo5jQfkL5Boq/iM2JayhqLY1Hvk1jp1vrV1Ee1v63nVfpZ01Hjx5l3LhxpKWlUaNGDaKjo/nll1+oV68e77zzDhqNxurXLMqWLVuYM2cOp0+fxsnJie7du7N+/fo7cu2yksoGIYQQVV2lSzZ4e3uj0WgKVTHExcUV2dk9PT2do0ePcuLECZ599lnA3LhNURS0Wi07duygd+/ehc6zs7Mr8g+4jY2N1V+I3Y4x70USR+uQOFomPT2d2bNn88UXX2AwGHBwcODtt9/mueeeY+fOnSXGMT09nW3btnHu3DkAPDw8eOihh6hXr94tzcmQnEPyLxfJvWZ+MejQ3Av3YQ3QOJX881RMJg5vWsufq5ejKCZ8atdhyCszcfOtVqbrR19JIfib0+iyDHhWd2Lw861xcr+1F0IqnY74F17EEB2Nbe3a1Pr+O7QuLrc0piW2XNnCpZRLuNi4MK3NtPL/mzhtbgypahCEjXv5t/q0Bmv927bm/w+KovB///d/vPfee+j1eqZNm8Ynn3zC3r17mThxInPnzmXbtm2sWLGC+vXrW+26RVm3bh1Tpkzh/fffp3fv3iiKwpkzZ27rNW+FVDYIIYSo6ipdssHW1pZ27doREhLCsGHD8m8PCQlhyJAhhY53dXUt9GThm2++YdeuXaxdu5Y6derc9jkLIe4eiqKwZs0apk+fTlRUFABDhw7l888/p3bt2iWuZzeZTBw9epSdO3ei0+lQqVTcf//99OjRA1tb21uaV9aJOJI3XkHRGVHZanAfXA/Hdr6lNjTMzkhn2/zPCDt+BIBmPfrQZ/LT2NiV7QVM2Il4Qhaew6A3Ua2uGwOfaYl9KUmO0igGA9VX/Izu4kU0np4E/PgDWg+PWxrTEhm5GXx5/EsAnmz5JB725bymPgdO/b0LRbuJ1pncXaZ79+4cOHAAHx8fFi5cyIABAwBzH6azZ8/yxBNPsHHjRtq0acOnn37Kk08+eVvmYTAYeOGFF/j444+ZPHly/u2NGjW6LdezhrzKBkk2CCGEqKoqXbIBYPr06YwfP5727dvTuXNnfvjhB65fv85TTz0FmJdAREVFsXTpUtRqNc2bNy9wvq+vL/b29oVuF0KIkpw8ebLAkom6devy1Vdf5b9AKklkZCRbtmwhJiYGAH9/fwYPHoy//629223M1JOy6QrZp809H2xrueA5uhFar9KXLsReucRvn39AWnwcGhsb+jz+NM179S3zjgundt5g/9rLoEDt5l70e7I5Nra3VvauKArxc+fidPEiKnt7Ar77FtsStja2pu9Pf098djy1XGoxtskt7B5xfhNkJ4NrTaj/gPUmeBf5888/eeihh/jpp5/w8fEpcJ+npyfr169nwYIFvPjiizz99NO3Ldlw/PhxoqKiUKvVtGnThtjYWFq3bs0nn3xCs2bNbss1b1VeZYMsoxBCCFFVVcpkw+jRo0lMTGTOnDnExMTQvHlzgoOD87tVx8TEcP16yU3QhBDCUvHx8bz11lv8+OOPKIqCg4MDr7/+Oq+99hoODiW/qM/KymLXrl0cPXoUML8weOCBB2jXrh1qtfqW5pV9NoHkjVcwZehBDa69a+HSqxYqTcnJAkVROLl9M7uX/oTJaMDdz59B02fgG1i3TNc3mRT+XHOZ039EAtCsew26j26AWnNrjwsg/rP/kbZuPYpKhf9HH+LQsmy9I8rraspVlp83NyV8o+Mb2GpuoeLk2GLz57YTQH1neg5UNfPnz+fpp58u8ZgnnniCnj17Mm7cuNs2j7CwMABmzZrFZ599RmBgIJ9++ik9evTg0qVLeHoWvWVrRe5cldeo09bWVnYRsoDsuGQdEkfrkDhah8TROm5HHC0dq1ImGwCmTZvGtGnTirxv8eLFJZ47a9YsZs2aZf1JCSHuKnq9nvnz5zNr1ixSU1MBGDNmDB9++CG1SnmXXVEUTpw4QUhISP6LglatWtG3b1+cnZ1vaV7GTD0pv10l+6R5m0ytryOeIxtiG1B6L4OczAxCfpzPpYP7AGjQ8X76Pf0Cdo5OZZqDXmdkx0/nCP+7oqLzw/Vo07dWmasiipLw448k/vgjAHHDhtGgV69bHtMSiqIw7/A8DIqBngE96VazW/kHiwuF6wdApYG24603ybtMaYmGPPXr1y/X7iyzZs0qcmepfzty5AgmkwmAmTNnMnz4cMC8ZXbNmjVZs2YNU6dOLfLcity56sKFCwBERUWVe6eUe5HsuGQdEkfrkDhah8TROqwZR0t3rqq0yQYhhLidtm3bxksvvURoaCgAbdq04YsvvqBbt9JfgGZnZ7Ns2TJu3LgBgI+PDwMHDiQwMPCW55V9PpHkDZcxpetBBS7da+L6QG1UNqVXE0SFnif4609Ii49DrdHQ/dFJtB0wpMwJgsxUHcHfnCYuIh2NVs0Dk5pSv51veR9SAcmrVhP/6WcAeE1/iUtFNP69XUIiQvgr5i9s1ba81uG1Wxssr6qh4YPgWv2W5yYo144Uzz77LGPGjCnxmMDAwPwdYZo2bZp/u52dHXXr1i2xUrIid67Ke1LYpEkTi5Zy3etkxyXrkDhah8TROiSO1nE74mjpzlWSbBBC3FMuXbrE9OnT2bJlC2BOFLz//vtMmjSp1Bc72dnZ/PHHH/kJChsbG3r27Ml99913y1v3mbL0pPwWRtaJOAC0Pg54jGyIXa3SX9CYjEb+2vALB9euRFFMuPlVY+Dzr+Jfv+zN7+JvpBP8zWkyknXYO9kwYFpL/Ou5lXmcoqRu2ULs3+8Sez35JB6TJsEdesc2U5/Jx0c/BuDxFo8T4BJQ/sF0GXDy78aQ7SdZYXZ3j7wnM7dqx44dBAUFlXqct7c33t6lbzfarl077OzsuHjxIl27dgXMT77Cw8Pzl2gWpSJ3rsrNzQXA0dFRnmSXgey4ZB0SR+uQOFqHxNE6rBlHS8eRZIMQ4p6QkpLC//3f//HFF1+g1+vRarW88MILvP3227i5lfxi2mQyceLECXbu3JlfNta4cWP69+9f6rmlURSF7LOJpPx6FVN6LqjAuVtN3PrWQmVTegIjLSGO4K8+ISr0PABNu/Wi9+NPY1eOEu8rx+LYufg8Br0JN18HHnqmFe5+1ikVz9izh+jX3wBFwf2RMfi89CIGg8EqY1viqxNfEZsZSw3nGjze/PFbG+zUStClgmc9qNfHOhO8S/Tr14/777+fN954g/79+5cpCWcwGNi8eTMffvghhw8fxmg0Wm1erq6uPPXUU7z77rsEBARQu3ZtPv7YnHwaOXKk1a5jTbIbhRBCiKpOkg1CiLuaXq/nu+++Y/bs2SQmJgIwYMAAPvvsM4u2vYuIiGDr1q3ExsYC5ndS3dzcGD58+C1nh42pOpI3XSXnvHleWu+/qxlqW1aefenQfnb88BW6zExsHRx4YPI0mnQre/8DxaRwePM1jgaHA1CrqSd9Jze75a0t82Ts/5PI554HgwHXhx6i2ttvW6X3g6VOxZ/i5wvmSoR37nsHB23pO3kUy2SCv74zf91pKtxiE9C7zaJFi3jnnXcYMmQI3t7ejBo1ih49etChQ4ciKwjCwsI4fPgwf/zxB+vWrSM5OZmAgIBSezOVx8cff4xWq2X8+PFkZ2fTqVMndu3ahccd2G61PGQ3CiGEEFWdJBuEEHclRVHYuHEjr7/+OpcvXwbMa58/+eQTi9Y/p6amEhISwtmzZwHzE/5evXrRunVrtm/ffmtzMylk/hVD6rZwFJ0R1CpcetTEtXcti3oz5GZnsXvpAs7s2gFAtfoNGfj/7d13eFRl+vDx7/T03hspJBAChCYdRERU7GvBteGu7qqsu6us3XUt67vqWtbys61iW3tDUFGIIF1poYaeQhJIbzNpU8/7xyQDgQAJnBTC/bmuuWbmzClPHkLmnPvcz/38+V6Cojo/zaat2cFP7+4gf4u7EGTmtHjGX5GiyowTAA1r1lD8pz+h2Gz4nXsuMU/9C003XqDbnXYeW/MYCgqXplzK+Njxp7bD3CVQtQ9MATDsFKbN7KNmzZrFtddey2uvvcYbb7zBq6++ymuvvQa4Uy6Dg4Px9/fHbDZTU1PjyW5RFIW0tDT+8Y9/cNttt3XJBbbBYOC5557jueeeU33fXUEyG4QQQpzuJNgghOhz1q5dyz333MOqVasAiIiI4IknnuCWW25Brz/+nz273c7q1atZtWqV50Jo5MiRTJ06FV9f31OeNshe1kDNV3uxFboL1hnj/Qm+MhVDVMdmiyjasY0fX3sRc0UZaDSMvuwqxl99PboT/FztMVc2sfD1rVQdaECr13DO9QMZOK7zAYtjafjlF4rumI1iteJ3zjnE/ecFNN085vKd7e+wr3YfIV4h3Dvq3lPf4a+vu5+H3wCmE88OciYymUzcfffd3H333axYsYLvvvuOlStXsnXrVsrKyigrKwPA29ubkSNHMmnSJC666CImT57cwy3vXSSzQQghxOlOgg1CiD4jPz+fhx56iE8//RRwX8z87W9/47777sPf//gXhoqisH37dn766SfPNJgJCQlceOGFREef+gW4Yndh/rkQy/JicCpojDoCL0jEd2w0Gu2JhxTYbVZWf/oBGxcuAEUhIDyCC+64i/iMoSfVnqId1Syem0Nzgx2fACMX3j6EqGR1CkECNPz666FAw5QpxL70IhqjUbX9d0ReXR5vbn0TgPvPup8gr6BT22H5LndmAxoY/cdTbt+ZYPLkyW2CCA0NDdTV1REYGIivb+emYz3TSGaDEEKI050EG4QQp72amhr+9a9/8fLLL2Oz2dBoNMyaNYt//vOfxMXFnXD7/fv3s3jxYg4cOAC4i8lNnz6djIwMVWoLNO+toXZBLo6KJgC80kMIuqw/+qCO3bEs3beHH159geqDxQAMmTqds2+89aSKQCouhQ0/FLDuu3xQIDzBnxl3DMEvWL0LmoZf11J0+x0ozc34nX02sS+/hLabAw0uxcXjax7H7rIzKXYSFyZdeOo7Xf2i+3ngRRCSdOr7OwP5+vpKkKGDJLNBCCHE6U6CDUKI01ZzczOvv/46Tz75JNXV1QCce+65PPfccwwbNuyE21dWVvLTTz+1mcpywoQJjB8/HqMKF8eOOit13+fRtNVdD0HrbyDo0hS8B4d1KIjhdNj59atPWfvNFyguF77BIUy/7c8kDz/rpNrTXG8n690dFOa4C1IOmhjDpJmp6Dsw60VH1a9YQfGf/4JiteJ79mRiX3m52wMNAP/b8T+yy7Px1nvzyFgVClLWFsK2L9yvJ8059QYKcQKtwQbJbBBCCHG6kmCDEOK043A4+N///sejjz5KUVERABkZGTz77LNccMEFJ7ywbGhoYPny5WzYsAGXy4VGo2HEiBFMmTLlhMMtOkJxuKhffRDzkv0oNpd7OstxMQSc1w+td8f+7Jbl57LojZeoKMgDYOCEs5n6+9vx9ju59pUVmPnxv9uor7aiM2iZct0AVeszAJh/XMSBe+8Fux2/c84h9sX/9EigYU/NHl7KfgmA+866j2g/FX7ONa+AywFJZ0PsyFPf3xlixYoVp7T9mVzHoXUYhWQ2CCGEOF1JsEEIcdponWHi4YcfZufOnQDExsby2GOPcfPNN3eo+OOvv/7KqlWrPCfyaWlpTJs2jYiICFXa2LyvltoF+3CUu4dMGPsFEHRZCsYYvw5tb7dZ+eXLT9jw7dcoLhde/gFMu2U2A8ZNPKn2KIpCzooDrPxiLy6HQmC4NxfcNoSwuI61p6Nq531DycMPg8tFwIwLiXnmmW4vBglgc9p4aOVD2F12zo47mytTrzz1ndZXQPYH7teS1dApU6ZMOaWsEqfTqWJrTi+S2SCEEOJ0J8EGIcRp4eeff+aBBx5g3bp1AISEhPDQQw8xe/ZsvL29j7uty+Vi27ZtLFmyBLPZDEBUVBTTp08nOTlZlfY566zULsynaUsFAFpfA4EzkvAZHtGhApAARTlbWfzfV6gtLQEgbdwkpt78R3yDgk+qTdYmB8s/3s3e9e7q/0mZYZx78yBMHcyu6Kjqjz6i7J9PAhB41ZVEP/44Gp16QzM649XNr7K7ZjfBpmAeG/+YKjU3WPsGOJohZoQ7s0F02E033UR1dTXfffcdGo2G4cOHk5CQAEBhYSGbN2/G5XJxySWXEBIS0sOt7V0ks0EIIcTpToINQohebePGjTz00EMsXrwYAB8fH+bMmcM999xDYODxZ09QFIU9e/awZMkSysvLAXfxx3PPPZchQ4ag1WpPuX2K3Yll1QEsPxej2JygAd+x0QROT+zwkInmhnpWfPQu25YsAsAvOIRzb/0T/UeNOel2lebVsXhuDpaqZjRaDeMuT2HYefHqXHy3UBSFqjfeoOKllwEIvulGIh98UNVjdEZ2WTbvbn8XgEfHPUqYd9ip77TZDOvecr+eNAd66Gc7XT311FOMHTuW8847j1deeYW0tLQ2n+/Zs4e//vWvbN68mV9//VWVmV/6CslsEEIIcbqTYIMQolfas2cPjzzyCJ9//jngLt5422238fDDDxMVFXXC7fPz81myZAnFxe4ZHEwmExMnTmTs2LEYVEjvVxSFxq0V1C3Mx1nrvgNpTPAn6LL+GGM7PkRh77o1LHnnDRpq3AUuM8+7kEnX3YzJ5+Qq9rtcCtmL9rPu23wUl0JAmBfn/T5D1WktARSHg9J/PkntZ58BEHrH7YT/5S89Fmiw2Cw8tOohFBQuS7mMc/udq86O170J1joIS4MBF6mzzzPIAw88gNPpZP78+e1eNKelpfH111+TmprK/fffzwcffNADreydJLNBCCHE6U6CDUKIXiU/P58nn3yS999/H6fTiUaj4frrr+fxxx/v0JCHgwcPsmTJEnJzcwHQ6/WMHTuWCRMmnHC4RUf51OuoeXsH9kILALpAI4EXJuGdGd7hi+268jJ+fv+/5G5YC0BwdCzT//hn4gYNPul21ddY+em9HA7srgUg9axIzr5ugOrDJlxNTRz42z3UL10KGg2RDz9MyA3Xq3qMzlAUhUfXPMqB+gPE+sXywOgH1NlxUw2sfsX9evJ9oEImzJlm0aJFnHPOOce9O+/t7c2kSZNYtGhRN7as95PMBiGEEKc7CTYIIXqFwsJC/t//+3+88847OBwOAC6++GL+3//7fwwdOvSE21dUVPDzzz+zY8cOALRaLSNHjmTy5MmqzDAB4DRbqfshj/RtgdixoDFo8T87Dr/JcWiNHatR4LDb2fjdPH79+jMcNitanY6zLr2Ssb+5Fv0pzNyQt7mCpf/bibXBgd6k4+xr0xgwNkr1TANHTQ3Fd8ymafNmNEYjMc89S8D06aoeo7M+3f0pWfuz0Gv1PDv5WfyMKhW/XP2yO6shIgMGq1Bo8gxkNpuprKw84XqVlZVYLJZuaNHpweFweIpjSmaDEEKI05UEG4QQPerAgQP861//4q233sJutwMwffp0Hn/8ccaOHXvC7Wtra1m+fDmbN29GURQAhg4dypQpU1QrOOeyOalfeQDLsiIUuwsAr2FhBF+YjC6w4xcC+7dtZsk7b1Bz0D20I27QYKbdMpvQuISTbputycHKL/aya427qGR4gj/Tb8kgKNLnpPd5zGMVF1P0hz9iy89HGxhI/Guv4jOyZ6eBzKnK4dn1zwIwZ+QchoQPUWfH9eXuwpAAUx+WrIaTNHjwYJYvX87KlSuZNGlSu+usWrWKZcuWMXz48G5uXe/VOoQCJLNBCCHE6UuCDUKIHlFSUsLTTz/Nm2++6Tmxnjp1Ko8//jgTJ554mse6ujpWrlxJdnY2Lpc7ADBgwACmTp1KZGSkKm1UnC4aNpRh/mk/Los7EGJI8GNrwAGmXDkWXQdrP9RXV7Hsf3PZvWYFAD6BQUy58RYGTjy1aQGLd1Wz5IOd1FdbQQPDpiUw9tJkdAb1L4ybtmyh6E934qysRB8dTcJb/8XUv7/qx+kMi83CPcvuwe6yc078OdyQfoN6O1/5PNgbIXYkDJih3n7PMPfffz9XX301559/PrNmzeLqq68mISEBjUbD/v37+eKLL/jggw9wuVzcf//9Pd3cXuPwYINkNgghhDhdSbBBCNGtysvLeeaZZ3jttdc8Y5InTZrEE088wZQpU064fV1dHatWrSI7O9uTZpyYmMi5555LfHy8Km1UFIWm7VWYFxXgqGwCQBfiReD5/dCnB9H4Q2GH9uN02Nn043f88uXH2Jqa0Gi0ZE6fwYSZN+Dle/Kp/nabk1/m5bLtZ3eGRECYF+fOGkRMatBJ7/N46r79jpKHH0ax2TANGED8f9/EoFJA52S11mkori8mxjeGf074p3pDRmqLYMM77tdTH5EZKE7BlVdeycsvv8y9997Lm2++yX//+982nyuKgtFo5IUXXuDKK2WoSqvWv406nQ69Xk7VhBBCnJ7kG0wI0S0qKip4/vnneeWVV2hsbARg7Nix/POf/+Tcc8894YXisYIMU6ZMITExUbV2WvNqqf2hAHuRe/y41ldPwNQEfMdEo9FrPUM9jkdRFPKy17P8f29TU3IQgKj+aUy7ZTaRyaeWDVCaV8dP7+2grtwdBMmYHMv436Rg9FL/z7niclHx8stUvfEmAH7nnEPMs8+i8zu5mTLU9M72dzx1Gp47+zkCTSrOtrHsKXDaIHESJE9Rb79nqDvvvJNLLrmEuXPnsnr1ag4ePIiiKMTExDBx4kR+97vfkZSU1NPN7FVaMxtkCIUQQojTmQQbhBBdqqSkhOeee4433njDE2QYNWoU//znPzn//PNPGGQwm82e4RKtQYZ+/foxZcoUVS9QbCUNmH/Mp3l3DQAaoxa/SXH4T4pF24kL+ariQn5+/y32b90EuIdMTLz2JgZPmYbmFMb9221O1n+bz+afClEU8A0yMfXGgSRkhJ70Po/H1dDAwQcewJL1EwChf7iV8LvuQqPrWCHMrrSieAUvZb8EwANnPaBenQaAA9mw+SP362mPSVaDSvr168cTTzzR0804bbRmNsgQCiGEEKczCTYIIbpEUVER//73v3nrrbc8d+lGjBjBY489xsUXX9yhIMOqVavYuHFjlwYZHJVNmJcU0ri5HBRAq8F3dBQB5yag8+/47BBNFjNrvviYLVkLUVwudHo9I2ZcxpgrZmLyObVijUW7qln24S7Mle4LkLQxkUy6Jg0v347VjOgse0kJRbP/hHXnTjQGA1H/fIKgyy/vkmN1VkFdAQ+seAAFhavSruKaAdeot3NFgR8fdL8eOhPiRqm3byE6QTIbhBBC9AUSbBBCqCovL4+nn36a9957zzPkYNy4cTzyyCNccMEFJwwy1NTUsHr1ajZt2uQJMiQkJHiCDGqNy3dUN2NeWkhjdhm460viPTSMgOmJGMK8O7wfp8POlqwf+OWLj2luqAeg/1njOPuG3xMUFX1KbWxusLP6q32emSb8gk2c/dsBJA4NO6X9Hk/DL79wYM7fcNbUoAsNJe6VV/AZ0TtmCbDYLPzl579gsVsYHjGch0Y/pO7UnjlfQ9GvYPBxZzUI0UMks0EIIURfIMEGIYQqdu/ezb/+9S8++ugjT5BgypQpPPLII5xzzjknvCgsLy9n1apVbNu2zTOFZXx8POecc466QYbaZixLi2jYUAYu93G8BgQTMK0fxnj/Du9HcbnYuXo5qz/9gLryMgDCEhI5Z9YfSBiceUptVBSF3OwKVny2hyazDTQwZHIsYy9PwejdNX+2FZeLqrfepuKll8DlwpSeTvz/vYIhNrZLjtdZTpeTB1c+SH5dPpE+kbww5QUMOhUzO+xNkPWo+/XEuyEgRr19C9FJktkghBCiL5BggxDilGzfvp0nn3ySzz//3BMkOP/88/n73//eoSksDxw4wMqVK9m1a5dnWUpKCpMmTaJfv36qBRmcdVbMy4poWFcKTnc7TalBBEzrh6lfQKf21Vh6gM8evY/y/FwAfIOCGXfVdQyZOh3tKdY0MFc2sfKzPRRsqwIgOMqHc24YSHT/oFPa7/E4zWYOPvAg9UuXAhD4m98Q9Y9H0PaSCx1FUXhm/TMsL16OSWfipXNeIsxb5eyONa9AXREExMH4P6u7byE6STIbhBBC9AUSbBBCnJRffvmFZ555hvnz53uWXXrppTz88MOMHj36uNsqikJBQQErV64kLy/Pszw9PZ2JEycSq+LddKfFhmVZEfVrS8DhDjIYkwIJPK8fpuTOzWBQXpDH8g/f5eA2d/FHo7c3Z11yJSMvuhzDKV6YO+xONi0uZOOP+3HaXWh1GkZc0I9RFySiM5x8YckTad69m+K//AX7/kI0RiORj/yd4Kuv7rLjnYwPdnzAJ7s+AeD/Tfx/ZIRlqHuA6jxY+bz79XmPg6Hjw2jE6WHZsmWcc8457X62bt06zjrrrG5u0fFJZoMQQoi+QIINQogOUxSFH374gaeffpqVK1cCoNFouPLKK3n44YcZNmzYCbffs2cPK1eupLi42LP90KFDmTBhAhEREaq11VHbjGV5MQ3rSw8FGfoFEDC9H14pQZ3aV115Gas//5Cdq5a5iwhqtWROu5DxV1+HT8CpT7lYmFPFik/3UFfhns4ydkAQk2cOICSm66aYVBSFuq+/pvSfT6I0N2OIiSH2pZfwHjK4y455MhYVLOK5Dc8BcM+oezg/8Xx1D6Ao8N3d4GiGpLNh8JXq7l/0CuPHj6ekpKTNskceeYSffvqJUaN6XyFQyWwQQgjRF0iwQQhxQna7nc8++4x///vfbNu2DQCDwcANN9zAvffeS3p6+nG3dzgcbNu2jV9++YXy8nIAdDodI0aMYPz48QQHB6vX1opGLMuKadxU7qnJYEzwdw+XSA3q1LAMS1Ula+d9zrali3E5HQCkjZ2INTyWs2dei8FwajUDLNXNrP5iL7mbKgDwCTQy4ar+pI6KVLfw4RGcFguljz6KeeEPAPhOnEjMs/9Gr+K/gxo2lW/ioZUPAfDbgb/lpkE3qX+QrZ9D3jLQe8HF/5GpLvsoo9FIVFSU573dbmfBggXceeedXfp/7WS1Bhsks0EIIcTpTIINQohjamho4J133uH5559n//79APj5+XHbbbdx1113ERcXd9ztm5qa2LBhA2vXrqW+3j1Tg9FoZNSoUYwbNw5//44XZDwRe2kD5p+LaNpa4Z7CEjAlB+I/NQFTSmCnLijqa6pZ980XbP3pB5wOd5AhYcgwJv12FqEJiSxcuPDU2mpzsjmrkOxF+3HYXGi0GoaeE8foi5O6rABkq6bNmznwt3uwHzgAej3hf/0LobfcgkbbdUM1Tsa+mn38eemfsblsTImfwv1n3a/+RWFjNSxqmery7PsgNEXd/Ytea8GCBVRWVnLzzTcfdz2r1eoZ0gDuKXnBHaxonW3nVLXu5/D9NTY2Au6grlrH6eva60fRedKP6pB+VIf0ozq6oh87ui8JNgghjlJVVcX//d//8corr1BV5S5UGB4ezl133cUdd9xxwkyE2tpafv31V7Kzs7HZbAD4+/szZswYRo4cibe3emPibUUWzEsLad5Z7VnmNTAE/3PiO1/4sa6WdfO/ZMvihTjs7nbHpQ9m/DXXEz9oCHBqf6gVl8Ke9WX8+k0u9TXuC5jo/oFMvnYAYXF+J73fDh3b6aTq7blUvPwyOJ0Y4uKIff45vDNPbeaMrlBkKeKPWX+kzlrHkLAhPDPpGXTaUyu82a7Fj0BjFUQMgvF/UX//oteaO3cu559/PvHx8cdd76mnnuLxxx8/avnixYvx8fFRtU1ZWVme1xs3bgTcUwGfanDzTHN4P4qTJ/2oDulHdUg/qkPNfmwNip+IBBuEEB779+/nP//5D2+99Zbnj0hSUhL33nsvN9988wmDBAcPHmTNmjXk5OR4ZqaIiIhg/PjxDB48GL1enT85iqLQvKeG+hXFWHPr3As14D04DP9z4jHGdO7CvdFcx4bv5rHpx29xtNzFjE4byIRrbiBhcKYqd9RL8+pY9cVeyvLdd0b9QkyM/01/+o+M6PI0bvuBAxx86GEa164FIOCii4h67FF0KmaWqKWsoYw/LP4DFU0V9A/qz+vTXsfHoO5FHQB7FsPmDwENXPISqDmNpug2jz32WLvBgMOtX7++TV2G4uJiFi1axOeff37C/T/44IPMmTPH895sNhMfH8/06dMJCOhcMPNY7HY7WVlZnHfeeZ6hWa2z8yQmJjJjxgxVjtPXtdePovOkH9Uh/agO6Ud1dEU/tmb6nYgEG4QQrFu3jhdeeIEvv/wSp9MJwLBhw7j//vu56qqrjhskcLlc7Nu3jzVr1lBQUOBZnpyczPjx40lJSVHtYlpxuGjcXIFlZTGOspaIqhZ8hkXgPyUeQ0TnLkrra6rZ8N08tmb9gN3qHiMdlZLKhGtuoF/mCFXaba5q4td5uezd4K5VoTfpGHlBP4adG4/e2AV36w/TWgSy7F9P4WpoQOPjQ9Tf/07gFZf3ynHq1c3V/CHrDxyoP0CCfwJvTX+LQNOpF+A8SmM1LLjT/XrsHRB//NlTRO915513cu211x53ncTExDbv3333XUJDQ7n00ktPuH+TydRukUaDwaD6ie/h+2zNoPLx8ZET7E7qin+bM5H0ozqkH9Uh/agONfuxo/uRYIMQZyin08n8+fN54YUXWL16tWf51KlTue+++5g+ffpxL0htNhtbtmxh7dq1VFZWAqDVahk8eDDjxo0jOjpatba6Gu3UryulfvVBXBb38AaNUYfv6Cj8JsagD+pcEbW68jLWL/iK7cuycLac1EckpjD+mutJHnGWKhfizQ12Ni3ez5alxTjtLtBA+rhoxlyWjG9g11eYt5eXU/rIP6hfvhwA7+HDiXnqXxiPuPDqLeqsddyedTv5dflE+kTy1vS3CPMOU/9ArbNP1JdB2AA49x/qH0N0m7CwMMLCOv57oigK7777LjfddFOvPnFtrRMhs1EIIYQ4nUmwQYgzjMVi4cMPP+TFF18kPz8fcEcnf/vb33L33XefcPrKmpoa1q1bx6ZNmzwV041GIyNHjmTs2LEEBqp3J9pR3Uz96gM0rC9FsbkA0AUY8ZsQi+/oKLSdLKZYdaCIdd98wc5Vy1Bc7v3FDBjE2CuuIXHYSFWCDHabk61Li9i0uBBro7u4ZExqEBOvTiU8oXuGLdR9/z2lT/wTV10dGoOB8Lv+SsjNN6PRdW0mxcmqtdYy++fZ7KreRYhXCG9Nf4sYv5iuOdi2L2HHN6DVw2/eBIN69UNE77d06VLy8/O55ZZberopxyWzUQghhOgLJNggxBmiqKiI9957j1mzZlFX565zEBISwh133MGf/vSn42YiKIpCQUEBa9euZffu3Z56DMHBwYwZM4Zhw4apdlKsKAq2Igv1qw/StK0C3DEBDFE++E2KwyczHI2+czMnlOXtY+03n7N33S/uO9tAv6HDGXPFNcSlD1YlyOB0uti5uoT13+fTWOfOvgiJ8WXs5SkkDgntlmEL9rJyyp78J5asnwDwGjSImGeexpSa2uXHPlkNrgb+uOSP7KvdR4hXCHOnzyUpMKlrDlZbBAv/5n599v0QM7xrjiN6rblz5zJ+/PgTTtfb0ySzQQghRF8gwQYh+rgNGzbwwgsv8Pnnn3vqMaSlpXH33Xdz0003Hbeiut1uZ+vWraxdu5by8nLP8uTkZMaMGUNqaipalaZMVBwuGrdWUL/mIPbies9yU2oQ/pPiMKUGdeqCXXG5yN+8kQ3fzaMoZ6tnef+zxjLm8muI6p+mTrtdCvs2lvPrgjzMFU0A+Id6MebSZFLPikSr7fogg+JyUfv555Q/9zyu+nrQ6wm77TbCbr8NTS9OFa9qqmJu/VzKXeWEeYcxd/pckoOSu+ZgDht8+TtoroPYUTBxzom3EX3Oxx9/3NNN6BDJbBBCCNEXSLBBiD7I4XAwf/58XnrpJVauXOlZPmTIEJ544gkuvfTS4wYJ6urqWL9+PRs3bqSpyX0BbTAYyMzMZPTo0URERKjWVqfZSv2vJTSsK8VV3zKtpF6DT2YEfhNiOj2zhMNmY8fKn9n4/TdUHygCQKPVMmDcJMZcfjVhCYmqtFtxKeRml7P++wKqDriDI97+BkbNSCRjYiw6gzpBmBOx5uVR8sg/aGqZKs9ryBCin/wnXgMGdMvxT1ZpQyl/WPIHyl3lhHuHM/f8LsxoAFjyOBSvB69AuOod0MnXn+i9JLNBCCFEXyBnW0L0IZWVlbz11lu8/vrrFBW5L7T1ej2//e1vufPOOykpKWHGjBntBhpcLhd5eXls2LChzVCJwMBARo8ezYgRI0449WVHKYqCrdBC/ZqDNG2rBJf7WLpAI75jo/E9Kwqdn7FT+2w017ElayGbF31PY10tAEZvb4acewEjLryEgDB1AiSKS6GxRM+XT2dTU+KeEcPgpWP4eQlknhuP0at7/qy6rFaq3n6bqjfeRLHb0fj4EHHXXwm+/vpeW5uhVV5dHrdl3UZpQykBmgDemvZW1wYadn0Pv/yf+/Xlr0Nwv647lhAqkMwGIYQQfYEEG4ToAzZt2sQrr7zCxx9/7LkjFhYWxh//+Edmz55NbGwsdrudkpKSo7ZtbGxk06ZNbNiwgZqaGs/yfv36MXbsWAYMGKDaUAmXzUnT1krqfzmI/cChoRLGxAD8JsTgPSgMja5zww6qDx4ge+F8cpYvwWFz/+z+oeGMuPAShpx7PiYfX1XarrgU9mWXs/77fGpKvIFGjF46hk6NJ/PceLx8u2+4gmXZMsr+9RT2wkIAfM+eTPQ//oEhNrbb2nCytlVsY/aS2dRaa0kMSOQqriLBP6HrDlhTAN/c4X499k8w8KKuO5YQKpHMBiGEEH1Brw02vPbaazz77LOUlJSQkZHBiy++yKRJk9pd9+uvv+b1119n8+bNWK1WMjIyeOyxxzj//PO7udVCdB+73c7XX3/NK6+80mbqypEjR/LnP/+ZmTNnHvOumKIoFBcXs379enJycjy1HEwmE5mZmYwaNUrVoRL2sgYa1pbSkF2O0uyeoQG9Bp9hEfiN7/xQCZfLSf6mjWz68Vv2b93kWR6RlMKoi68gbexEdHp1/ry5nC5ysyvY8EMB1QcbANDoFYZP68fw8/p1a5DBVlhI2VNPU//zzwDoIyKIuP8+AmbM6JYClKdqzYE13LXsLpocTQwOHcxLZ7/EL0t/6boDWuvhk+sO1WmY9ljXHUsIFUlmgxBCiL6gVwYbPvvsM+666y5ee+01JkyYwJtvvsmFF17Ijh07SEg4+g7YihUrOO+88/jXv/5FUFAQ7777Lpdccglr165l+HCpNi76lrKyMv773//yxhtvcPDgQcA9VOLqq6/mz3/+M2PHjj3mhafT6SQ7O5vs7GzKyso8y6OiojjrrLMYMmQIRmPnhi8ci2J30bi9koa1JdgKzJ7luhAvfEdHuYdKdPJCvanewvafs9iy+Hvqylvar9GQPHwUoy6+grhBQ1S76HbYnOxcU8LmnwoxV7ZM8emtZ/CUGErtOYy6qB+Gbiq+6Gpqouqtt6h6ey6KzQZ6PaE3zyL09jvQ+amTudHV5u2dxxO/PIFDcTAuehwvnvMiBrqw/1wumHcblOeAbwRc8z7o1fndFqKrtWY2SLBBCCHE6axXBhteeOEFbrnlFm699VYAXnzxRRYtWsTrr7/OU089ddT6L774Ypv3//rXv5g/fz7ffvutBBtEn7Fu3TpeeeUVPv/8c2w299SKkZGR3H777dx2223HnbqyrKyMdevWsX37drZudc/MoNfrGTx4MKNGjSI2Nla1i3R7RSMNa0tpzC7D1diSxaAFr/RQ/MZEY+ofhKaTMzSUF+SxedF37Fy13DNUwsvXj8FTp5N53gyCIqNUaTtAc4Od7cuL2fpzMU0We8uxDAydGsfQc+LQGmDhwhzVjnc8iqJg+fFHyp59FsdB9xAY3/HjiPz73zEld9GsDSpzKS5ezH6Rd7e/C8CFiRfy5MQnMeqM2O32rjvwsn/Bru9AZ4RrP4bAuK47lhAqa81skGEUQgghTme9Lthgs9nYuHEjDzzwQJvl06dPZ82aNR3ah8vlwmKxEBIScsx1rFar584BgNnsvvNqt9tVOwFu3U+XnlCfAc7kfmxoaODzzz/nzTffJDs727N8zJgxzJ49myuvvNKTiXBk/9hsNnbs2MHmzZs5cOCAZ3lwcDAjR45k6NChnoKPDofjlNqp2F1Yd1bTuKEce/6hLAZtoBHvkRF4j4xAF+Bup8PpAOeJ9+mw2cjd8Cvblizi4O4dnuVhCYlkTr+ItHGTMLSciKvxu1FfY2XbzwfYuboEh80FgF+IiaFTYxkwNgqDSdfmWF39+9iUnU3l889j3boNAH10NGH33Yvvueei0WhOi/8PTY4mHvnlEZYWLQXgD4P/wG1DbkPj0mB32busLzU5X6Nf8SwAjhkvoEQNg9Ogv06W2v14Ovxu9XWS2SCEEKIv6HXBhsrKSpxOJ5GRkW2WR0ZGUlpa2qF9PP/88zQ0NHDNNdccc52nnnqKxx9//KjlixcvxsfHp3ONPoGsrCxV93emOpP6sbCwkB9//JFly5bR2Oie8UCv1zNx4kQuuugiUlNTAfjpp5/abKcoCo2NjVRVVVFTU4PL5fJ8FhQURFhYGH5+flRVVfFzy7j/k6aAT4OO0HITIZVG9E5ty2KFumA7FZFWzEF2aCqFVR3fra2uhrp9u7Dk78XVksWARoNffBKBaRl4hUeyv9HG/iVLTq39nuNpqd9vpPGgHhR3xoXB34l/kg3vaAuFDZUULtly1HZd9ftoqKgg/Icf8MtxB1hcRiPVkydTc/Zk9xCKH37okuOqrdZVy8cNH3PQeRAdOi73uZx+xf34sfjHo9ZVsy/DLDsYm/scAPsiLiSnOACKF6q2/95MrX5s/Zsjeo5kNgghhOgLel2wodWRKd2KonQozfuTTz7hscceY/78+cctcPfggw8yZ84cz3uz2Ux8fDzTp08nICDg5Bt+GLvdTlZWFuedd163je3ui86UfrRarcybN4///ve/rFp16Oo8JSWFW2+9lVmzZhEWFtbuto2NjWzfvp3NmzdTUVHhWR4SEsKwYcMYMmQIJpNJlX50Ndhp2lJJc3YFjrJDFyXaACPeI8LxHhVBVKCJAZ3Yp91qZd/a1Wz/OYuSvbs8y/1Cw8g4exoZ55yHX/CxM5U6/TM4FQq2VrJ92UHK8w5lYkSnBjJsWhxx6cHH/HvTVb+Pzupqql9/g7ovvwSHA7RaAn7zG0L+NJu0Y/y791brStfx3OrnqHXWEmQK4vlJzzM84ughbar3Zdl29P/7ExrFgWvgJfS74m36aXv3NKBqULsfWzP9RM+RzAYhhBB9Qa8LNoSFhaHT6Y7KYigvLz8q2+FIn332GbfccgtffPEF06ZNO+66JpOp3TsGBoNB9Qvartjnmaiv9mNeXh7//e9/eeeddzyBAp1Ox6WXXsodd9zBueee2+7Uky6Xi4KCArKzs9m5c6dnRgm9Xk9GRgYjRowgISHBc9Hcmhp9Mv2oOF00766hYUMZzbuqwaW4P9Br8M4Iw3dk5EnXYti6ZBG7Vi3D2tgy04NWS8rI0Qw99wL6ZQ5Hq+LFYnODnR2rDrJteTH11e6Tea1WQ8rICDKnxhOZ1PFAo1q/j866OqrefZeaD/6Hq+WOst+UKUTc8zdM/fuf8v67k6IovJvzLi9lv4RLcZEeks4LU14gzv/49RJU6cvaQvj0WrBaoN8EtFe+jdZwZl2oqfU72Rf/zp5uJLNBCCFEX9Drgg1Go5GRI0eSlZXFFVdc4VmelZXFZZdddsztPvnkE37/+9/zySefcNFFMo+66N0cDgfff/89r7/+OosWLfIsj42N5Q9/+AO33norsbGx7W5bW1vLli1b2LRpE7W1tZ7l0dHRjBgxgsGDB3tqMZwqe2kDDdllNGaX46o/NI7bEOeH76hIfIaGo/Xp5IwSFjO71qwgZ9kSyvL2epYHRkQyZOr5ZEyZpmoWA0DVwXq2/lzMnl9LcdjdQ0u8/AwMnhzL4Mmx+AZ1/wm9s76e6g8+oPrd93BZLO42ZWQQce+9+I4d0+3tOVUN9gYeWf0IWfvdqfyXpVzG38f+HS99N1zwW8rgf1dAfSmEp8O1H8EZFmgQfYtkNgghhOgLel2wAWDOnDnceOONjBo1inHjxvHf//6XwsJCbr/9dsA9BOLAgQN88MEHgDvQcNNNN/HSSy8xduxYT1aEt7c3gYGBPfZzCHGkwsJC3nnnHd5+++02RRvPP/98br/9di6++GL0+qP/W1qtVnbu3MmWLVvIz8/3LDeZTAwdOpThw4cTExOjShsddVaaNlfQuKkce2mDZ7nW14DP8Ah8R0ViiOrcdItOh538TRvJWb6EvOz1uJzugpRanZ7+o8cxdOr5JAweiqadDI6T/jnsTnKzK8hZeYCSfXWe5aFxfmROjSP1rEj0hu5PsXc1NlL90UdUvz0XZ527XabUVML+8mf8p01TbVaQ7rSzaif3rbiPAnMBeq2eB0c/yNVpV3fPz9JQCR9cClX7IDAebvgKvIO7/rhCdCHJbBBCCNEX9Mpgw8yZM6mqquKJJ56gpKSEwYMHs3DhQvr16wdASUkJhYWFnvXffPNNHA4Hf/rTn/jTn/7kWT5r1izee++97m6+EG3YbDa+/fZb3n77bRYtWoSiuIcghIWF8fvf/54//vGPpKSkHLWdy+Vi//79bN68mR07drSpEJ+YmMiwYcMYNGiQZzaKU+FqctC0vZLGTeVY8+ugZZQEOg1eA0LwHRmJ18BgNLqOBwMURaE8P5ec5UvYtXo5TZZD48DDE5PJmHwu6RPPxicw6JTbf7ia0gZyVh5k168lWBvcQQ2NVkNSZhhDz4kjJjWoRy7onfUN1H72KVXvvIuzqgoAY1ISYXf+iYALL1Q10NJdXIqL/+34Hy9mv4jD5SDCJ4IXprxAZnhm9zSgsRo+uAwqdoF/DMxaAIHtZwQJcTppDTZIZoMQQojTWa8MNgDMnj2b2bNnt/vZkQGEZcuWdX2DhOikXbt2MXfuXN5///02RRunTJnCrbfeylVXXdXuXauqqiq2bNnCli1bqKs7dEc+JCSEzMxMMjMzCQoKOuX2KQ4XzburadxUTtOuanAons+MiQH4DI/AZ0hYp4dJWKor2blyGTtWLKWq+FBQ0CcwiPRJ55AxeSrh/ZJOuf2Hc9pd5G12ZzEc2FPrWe4XbCJjUgzp42N6ZKgEgKOmhpr//Y/qDz/C1VJ4zxAfT9ifZhN48cVo2slkOR1UNlXy8KqHWXPQPSXx1PipPD7+cYK8grqnAQ1V8OEVULYd/CJh1rcQktw9xxaiCzkcDk8NHslsEEIIcTo7Pc9yheilGhoa+OKLL3j77bdZvXq1Z3lUVBS/+93v+P3vf0//dor+NTc3k5OTw+bNmykqKvIsN5lMZGRkMGzYMOLj40/9jrwCtnwz9duradxWidLk8Hykj/BxBxgyw9GHdO5uWqO5jr1rV7NrzQqKd+ZAS/aGzmCg/6ixZJx9Lv2GDkerU2/YgqIoVBbVs+uXEvasK6O5wZ35odFAvyFhZEyKISEjFG0ni1aqxV5WRvU771Lz+ecoTU2AO5Mh9NZbCbz0EjSncRG+5UXL+ceaf1DdXI1JZ+K+s+7rvmETAOYS+N/l7owGnzC4aQGEnV7FNIU4ltZ6DSCZDUIIIU5vEmwQ4hQpisLGjRt5++23+fjjj7G0FPvT6XRcdNFF3HLLLcyYMeOoWgwOh4Pc3Fy2bdvGrl27cDhaUv41GlJSUsjMzGTgwIGnXBlecSnYCs3Uby5nyMYgan7d4flMG2DEJzMcn+ERGKJ9O3WxaG1sZN/6X9i1ZgX7t25Ccbk8n8UMGETG5KmkjZuIl6/fKbX/SI1mG3vWlbLrl1KqDtR7lvsGGkmfGMOgCTH4dzJYoqbmPXuo/uADzPMXoLQMfTENSifsttvxn3YuGhUDLt2tzlrHM+ue4du8bwFIDU7l2cnPkhJ09DCgLlNT4B46UVMA/tFw03wI78xEq0L0bocHGySzQQghxOlMgg1CnKTq6mo++ugj3n77bbZu3epZnpKSwi233MKsWbOOKtrocrkoKipi27Zt5OTk0NRyxxsgPDycYcOGMWTIEAICOj4FY3sUl4KtyELT1goat1XiMtsAMKJF46XDOyMMn+HhmJI7N12l3dpMXvYGdq9ZQd6m9TgPqyMRkZjCwAmTGTBuEgHhEafU/iM5HS72b6ti5y8lFG6vwtUy9aZOryVpWBgDx0UTPzAYbSdqSqhJcbloWLWK6vfep2HNGs9yn1GjCL3tNnwnTjgtCz8e7ufCn3ni1yeobKpEg4abBt3En0f8GZOuGy+GynLgw6vAchCC+rlrNAQndt/xhegGrfUadDpduwWDhRBCiNOFfIsJ0QlOp5OsrCzee+89vvnmG88dKJPJxFVXXcUtt9zC2WefjfaIYn9lZWVs27aNbdu2tanD4Ofnx+DBgxkyZAgxMTGndEGqKK0BhkqatlXgrLN5PtOYdJjSg9nWnM+Emedi9O74BaLd2kzBlmz2rl3Dvg1rsTcfCpAEx8QxcPxkBk6YTEhM3Em3vd2fx6VQmlfH3vVl7N1Q7hkmARCRGED6uCj6j4rEy7fnhiO4mpqom7+A6g8+wJaX516o1eI/bRohN8/CZ8SIHmubWmqaa3hm/TN8n/c9AEmBSTwx/gmGRQzr3obsWwKfzwKbBcIGwE3fQIA6M7AI0Zsc/r0ihBBCnM4k2CBEB+zYsYP333+f//3vf5SUlHiWZ2Zmcuutt3L99dcTHNx2ur3a2lpPgKG8vNyz3Gg0MmjQIIYMGUJSUtJRgYnO8GQwbK+kaVslztpD6bcakw7vQaF4DwnDKy0Yh+LEvHAPGv2Jj2dtbCRv03r2rl1N/uaNOA5L6w0Ij2DA+MkMHD+Z8H5Jqt6xVxSFyuL6lgBDGfXVh47rE2hkwJgoBo6NJiSmc1Nvqk1fU0PVSy9h/vIrnLW1AGh9fQm66iqCb7wBY5y6gZee4FJczNs7j/9k/4c6ax1ajZabM25m9rDZ3ZvNALDxffjublCc0G8izPwf+IR0bxuE6CYyE4UQQoi+QoINQhxDdXU1n376Ke+99x7r16/3LA8NDeW6665j1qxZjBgxos3FdmNjIzk5OWzbtq3N9Kw6nY7U1FSGDBlCWlraKdVhUBwurHl1NOVU0rSjCpfl0B1/jVGH16AQfIaE45UWjMZwWGDB7jzufpssZnI3rGXvujXs37oJp+NQ8ciA8AhSR48jbexEolMHqj4koLa80R1gWF9GTWmjZ7nBpCN5WDipZ0USn95zwyQAFKeT+pUrqf74E5JWrqSmpQimITaWkJtuJPDKK9H5qVufoqfsqt7FP3/9J1sr3MOD0oLTeGzcYwwJH9K9DXG5YOkTsOo/7vdDr4VLXwa93PEVnbdnzx7uvfdeVq9ejc1mY8iQITz55JOcc845Pd20NiSzQQghRF8hwQYhDuNwOPjxxx95//33WbBgATabeyiCXq/noosuYtasWVx00UUYjUbPNk1NTezevZucnBxyc3NxHVYoMTExkSFDhjBo0CC8vb1Pul0uq5PmPdU05VTRvKsapflQ4EBj0uGVHoLP4DC8BgSjMXS8AKGlupLc9e4AQ9GObW2KPAbHxJE2Zjypo8cTkZSieoChrqKR3E0V5G4sp3y/xbNcp9fSb0goqaMiSRwSit7YswUVHRUV1H71FTWff47joDurRQN4jxlDyHXXnfZFHw9ntpl5ffPrfLzrY1yKCx+9D3cOv5PfDvwtem03f1001cDXf4S9i93vpzwIZ9/vnm5EiJNw0UUXkZaWxtKlS/H29ubFF1/k4osvJjc3l6ioqJ5unodkNgghhOgrJNggBLBt2zbee+89PvroI8rKyjzLhw0bxqxZs7juuuuIiDhU9LC5ublNgKF1TnRwT3M5ZMgQBg8eTGBg4Em3ydlgp3lnNU05lTTvrQXHoUCA1s+Ad0Yo3hlhmJIDOzQ0AtzDFMrzc9m/ZSO5G9dRnp/b5vPwxGR3BsOYCYTGJZx024917OqDDeRtriB3UwVVxYdmktBoNcQPDCb1rEiShoVj8u7ZP02K00nDmjXUfvU1lp9+gpYsD21gIAGXXcamiHDOmzXrlGcK6S3sLjtf7P6C17e8Tq21FoALEi/gnlH3EOkb2f0NKtkCn90ItftB7wWXvAyZM7u/HaLPqKysZN++fbzzzjsMHToUgKeffprXXnuNnJycXhVskMwGIYQQfYUEG8QZq6ysjM8++4z333+f7Oxsz/Lw8HBuuOEGZs2aRWZmpme51Wplz5495OTksHfv3jYBhvDwcDIyMsjIyCA8PPyk22SvbKJ5ZzXNO6uwFtTBofgCuhCvlgBDKMaEgA7PImG3WSnctoV963+l4NdV5H5yaJgCGg3RqQNIHT2e1LPGERQVfdJtb4+iKFQUWsjNriBvcwW1ZYeOrdFqiE0LImV4OMnDI/AJMB5nT93DmpdH3bx51M1fgOOwOhvew4cTfO1M/M8/H6dOh33hwh5spXoURWF58XKe3/A8BeYCAFICU7hv9H2MjxnfM43a/LG7PoOj2T3jxMwPIXpoz7RF9BmhoaGkp6fzwQcfMGLECEwmE2+++SaRkZGMHDmyp5vXhmQ2CCGE6Csk2CDOKPX19XzzzTd89NFHZGVleQIGBoOBSy65hJtvvpkLLrjAc8faZrO1CTA4DqtjEBoayuDBg8nIyGiT9dAZitOFtcBM865qmndV46hoavO5IdoX74xQvDLCMET5dHgoQ311FXnZ68nduJbC7Vtx2A4VWjSYvEjMHEHyyNEkDx+FT2DQSbX9WJwOFyX7asnfWkne5oo2RR51ei3xg0JIHhZO0tAwvPx6PjPAaTZjXvgDdfPm0bRli2e5LjCQgEsuIeiqK/EaOPDQ+odN93k621KxhZezX2Zd6ToAQrxC+NOwP/Gb1N90/5AJgOY6WHgvbP3M/T51Ovzmv+AdfPzthOgAjUZDVlYWl112Gf7+/mi1WiIjI/nxxx8JCgo65nZWq9WTaQBgNpsBsNvt2FX6W9C6n9bnhoYGwF1MWK1jnAmO7EdxcqQf1SH9qA7pR3V0RT92dF8SbBB9nsPhICsri48++oh58+bR2Hjo7vqYMWO44YYbuPbaawkLCwPcAYacnBxycnLYs2dPmwBDSEgIGRkZDB48mIiIiJOqY+BqtNO8p4amndU0765BaT60f7QaTMmBeA0MwTs9BH1ox+o8OB0OSvbuomBLNvmbNx41PMI/LJyk4aOosCtcMev3ePv4dLrdx9NotlGYU0XBtkqKdlRjO6ymhN6kI3FwKMnDw+k3OBSjV8//2XE1N1O/fAXm77+nftkylJbaHOh0+E2eTOAVl+M3ZQpaY89nW6htR9UOXt38KiuKVwBg1Bq5YdAN3DrkVvyN/j3SJk3RrzB/NtQVgkYLZz8Ak++FU5ipRZwZHnvsMR5//PHjrrN+/XpGjhzJ7NmziYiIYOXKlXh7e/P2229z8cUXs379eqKj28/qeuqpp9rd/+LFi/FR+e9oVlYWAL/88gvgDjos7CNZVN2ptR/FqZF+VIf0ozqkH9WhZj8efj11PD1/1i9EF1AUhfXr1/PRRx/x6aeftpl6sn///txwww1cd911pKamAu601a1bt7Jz50727dvXJloXHBzsGSIRFRXV6QCDoig4KtzDI5p2VmHbbwbl0OdaXz1eA0LwGhiCV1ow2g5ejJsrysnfvJGCLdkUbt+CremI4REpaSSPHE3KyNGEJSTicDhYuHAhehXqDCiKQtWBegq2ugMMZQVtfybvACOJg0NJHBpGwqCQHi/yCKDY7TSsWYN54UIsPy3B1XL3EMCU2p/AK35D4KWXoG8JOvU1e2v28trm1/ip8CcAdBodl6Zcym2ZtxHrF9szjXLaGHjwS3SbvwPF5R428Zu3IGFMz7RHnHbuvPNOrr322uOuk5iYyNKlS/nuu++oqakhICAAgNdee42srCzef/99HnjggXa3ffDBB5kzZ47nvdlsJj4+nunTp3v2c6rsdjtZWVmcd955GAwGqqurAYiJiWHGjBmqHONMcGQ/ipMj/agO6Ud1SD+qoyv6sTXT70Qk2CD6lNzcXD766CM+/PBD9u7d61keHh7Otddey/XXX8/o0aPRaDQ0NDSQnZ3Nzp07ycvLa1ODISgoyBNgiI6O7nSAwWV1YM2to3lPDc17anBWN7f53BDlg9fAULzSQzDG+3eo/oLdZqV4x3YKtmRTsHkj1QeL23zu7R9Av6HDSRo2kn5Dh+MbpG76ubXRTvHuGgp3VFO4vYr6Gmubz8Pi/UgcGkbikDAiEjr2M3U1xemkccNGzN9/j2XRIpx1dZ7P9DHRBM6YQcCMGZjS01WfbaO32Fm1k7nb57K4YDEKCho0zEiewR2Zd9AvoF/PNax4A/r5dzKgYqf7feZv4cJ/g5c6F3DizBAWFubJSjue1jsw2iOyZbRabZsZhI5kMpnaLdRoMBhUP/Ft3WdrNp23t7ecXJ+Ervi3ORNJP6pD+lEd0o/qULMfO7ofCTaI015FRQWff/45H374Ib/++qtnube3N1dccQXXX3+9J5JXV1fHunXr2LlzJ/v370dRDt2ODw0NZdCgQaSnp3c6wKAoCvbSRqx73EMjrPvN4DzsVr9OgyklCO90dwaDPvjEhb8Ul4uKwgIKt29h/9ZNFO/YjsNu83yu0WqJTh1IUuYIEoeNJDIpBY2Kaecup4uyAgtFO6oo2llNWb6Zw7oLvUFLXHoIiUNC6Tc4DL/g3lE53WWz0fjLL1h++gnLkqU4W+4SAuhCQwm44AICLroI72GZqvZXb6IoCutK1/HO9ndYc3CNZ/l5/c5jduZs+gf377nG2Rpg6ZPw6+toULDq/dFd8h/0mVf3XJtEnzdu3DiCg4OZNWsW//jHP/D29uatt94iPz+fiy66qKeb10ZrjQgpECmEEOJ0J8EGcVqqra3lm2++4dNPP+Wnn37yZCVotVrOO+88brjhBi6//HL8/Pyoqqpi7dq17Ny5kwMHDrTZT1RUFOnp6QwaNKjTs0i4Gu007631ZC+4LLY2n+tCvPAaEIxXWjCm5CC0puMPJVAUhdrSgxRu30Lh9q0U5WylydI2Rck/NJzEzOEkDhtJwuBMvHz9OtXmEzFXNlG4o5qiHdUU767B1uRo83lwlA/x6SHEDwohbkBwrxgeAeCsr6dhxQosP/1E/fIVbYZIaAMD8T9vGoEzZuAzejQafd/9s+d0Ofm56GfmbpvL9qrtgHu4xPmJ5/P7wb9nQMiAnmucosDuhfDjA1BbCIBr8NUs1Uxh2qDLe65d4owQFhbGjz/+yMMPP8zUqVOx2+1kZGQwf/78NrMO9Qats1HI1JdCCCFOd333rFv0OQ0NDfz44498+umn/PDDD9hshy7uR44cyY033sjMmTOJjIykvLycDRs2sHPnTsrKytrsJz4+nvT0dNLT0wkO7vhQA8WlYCu2YG0JLtiKLG3qFGgMWkwpQXiluQMM+rATF3e0VFdSuG0LRTlb2b99C/VVlW0+N5i8iEvPIGHIMJKGjSQkNl7VdP+GWisH9tRwYE8txbtrMB8xG4bJR+8JLsSnh+Af0nvutNkPHqR+xQosP/9M45pfUA6rs6GPiMB/2rn4T5uGz1lnoenjqXd11jq+3vs1n+3+jAP17oCaSWfiiv5XMCtjFnH+cT3bwIrd7iBD7lL3+8B4uPg/OBOnYJMCeKKbjBo1ikWLFvV0M05IMhuEEEL0FRJsEL1ac3Mz3377LS+99BK//e1vaWo6dDGckZHBtddey8yZM0lOTqawsJDNmzeza9cuamtrPetpNBqSkpJIT09n4MCB+Pt3rOK+oig4Kpuw7quleV8t1ty6tjNHAPpIH09wwZQYiMZw/LT8RnMdxTu3U7htC4U5W6k5ou6CTq8nOm0gCYMzScjIJKp/GjoV78Q7mzXs21BOaa6FA3tqqCtvG1zQajVEJgeQMCiE+EGhhCf4o+0FtRfAXeCxMXsT9SuW07BiBda9+9p8bkxMxP+8afhPm4bXkCF9dojE4fbU7OHjnR/zfd73NDvdd0MDTYFck3YN16dfT6h3aM82sLEaVj4Pa98AlwN0Rhh3J0z6G5j8QKayEuIoktkghBCir5Bgg+h1Wiumfvrpp3zzzTdYLBbPZykpKfz2t79l5syZ9O/fn3379rF161a++uorzwkagE6no3///qSnp5OWltbhKcqcFtuh4MK+Gpx1bYdGaLx0eKW2BBfSgtEHHv9k0FJVSfGuHA7s3E7xzhyqigvb7k+jJTKlPwkZQ4kfnEnsgHQMJvXuZjXUWTm4p5biPTUc2F1DXbkfJew+7PgQFu9PbFoQsWnBxKQGYfTuPX8W7OXlNKxcRf2KFTSsXo2rvv7Qh1ot3sOG4Td5Mv7TzsWYktJnizwersnRRNb+LL7a8xXZ5dme5QOCB3Bd+nXMSJqBl76H74jaGuDX12H1y2BtKco5YAac//8gJLln2yZEL9f6XSaZDUIIIU53veeqQpzRnE4ny5cv59NPP+Wrr77yTP0F7mEPI0eO5IEHHmDAgAHs2bOHTZs28fXXX7epIu7j40NaWhoDBgwgJSUFo9F4wuO6mh1Y8+qw5roDDI6yI+aM1Wkw9QvAlBqEKSUIY6w/Gl37F7StNReKd+ZwYFcOxTu3U1dedtR6oXEJJAxxZy7EDRqsWt0FxaVQXdpAaW4dJS2PI4dFgOIOLgwIdgcX+gdi8uk9Qwyc9fU0rl9Pwy+/0PjLr1gPm1EEQBccjN/kSfhOnozfhAnogoJ6pqHdTFEUtldu5+t9X/ND/g802N01KXQaHVMTpnJ9+vWMiBjR88EWhxU2vg8rnoWGlulmIwfDtMchdVrPtk2I00TrMArJbBBCCHG6k2CD6DFOp5PVq1fzxRdf8MUXX7SprRAREcE111zDzJkziY+P54cffiA7O5sffvihzT5CQ0MZMGAAAwcOJC4u7qhpzY6kOFzYCi0059Zi3VeLrcgMh896pgFDjB+m/kF4pQRhTAxAe4wiiIrLRWXRfop3bqd41w4O7NxOQ21Nm3U0Gi0RSSnEpWcQm55B7IBB+AQEdq6jjsFuc1JeYKYkt47S3DpK8+qwNrYd5oEGwuL8iE0LJjLFn+15a7n4ssm9Zvogl81G0+bNnuBC07ZtcNgUpABeQ4bgN3kyfmdPxmvw4DNieESryqZKfsj/ga/3fs2+2kPDRmL9Yrmi/xVc1v8yonyjerCFLexNsOlDdyZDXUv2TnASnPMwDL4SzqB/MyFOlWQ2CCGE6Csk2CC6lcPhYOXKlXzxxRd8/fXXbQIMwcHBXHXVVVx99dUkJCSwb98+1q1bx08//dRmHwkJCQwYMIABAwaccH51xe7CVmR2Zy/k1WEttICj7ZzqulAvvPq7MxdMKUHofNu/ELc1NVKybw8H9+ykZM8uDu7dhfWwWQ/AXXMhqv8A4tIziBuYQXRaOqYODuE47s+hKFiqmikrMFOWZ6Ykr47KQgsul9JmPb1RS2RSAFHJgUSnBBGVHODJXLDb7ewoOuWmnBJXczNNW7fStHEjjRs20rhxI8phw18ADAkJ+I4bh++4sfiMGYO+E0U8+4I6ax1LCpewMH8h60vX41Lcv68mnYlp/abxm/6/YVTUKLSaXnAB31wH6992D5loqHAv84uCs++DETeBrncEtYQ4nUhmgxBCiL5Cgg2iyzkcDn7++We+/PJL5s2bR0VFheezoKAgLrvsMi666CLi4+PJz89n3bp1rF692rOOwWDAx8eHSZMmkZ6ejq+v7zGPpdhdWAvN2PJbgwtmcLS9INf6GTAlB+KVGowpJQh9OzMsKIpCbVkJB3fvpGTvLg7u2UVl4X4UpW2gwmDyImZAOnEDM4hLH0xU/zT0HRi+cSLN9XbK9pspLzBTVuB+brIcXUzPN9BIVEoQ0SmBRPcPJDTOD52uF1yEtnDW1dG4aZMnuNC0fftRRQF1YWH4jh2L77ix+I4diyE2toda23Ma7Y0sL17OwvyFrD6wGrvrUB8NDRvKpSmXcmHyhQQYA3qwlYepLXQHGTa8C9aW6VkDE2DCX2D4DWA48UwsQoj2SWaDEEKIvkKCDaJL2O12lixZwpdffsk333xDVVWV57OQkBAuu+wypkyZQkREBPn5+eTk5JCTk+NZx8/Pj7S0NM/wiKysLDIzM49K/28NLrRmLtiK2gku+BswJQViSg7ClByIPtz7qLHtdmszpbl7ObhnlztzYe9umsx1R/1cAeERRKcOJCZtIDGpAwlPTD7l2SIcNicVRfWewEJZgbmdWgvumSJC4/yITAwgKiWQ6JRA/EO9en6cfgtFUbAXFdG0ZStNm7Jp3LDRXXNBOSL7Ijwc71Ej8Rk5Cp/RZ2FKTe01P0N3qmqqYkXxCpYWLuWXkl+wOq2ez/oH9WdG0gwuSLqAeP/4HmzlYRQF8pfDurdg90JoDbyFD4SJd7uHS0gmgxCnTDIbhBBC9BUSbBCqsVqt/PTTT3z55ZfMnz+fmppD9QvCwsK49NJLGT16NEFBQRQUFJCXl0deXp5nndjYWNLS0khNTSUqKspTf8F+2J1wl82JrdCCNb8Oa14ttkILONsJLrQEFkzJgejD2gYXFJeLqgPFlObuoTR3DyV7d1OxPx/XEbUCdHo9Ecn9iUlL9wQX/EJObSpBW5ODyuJ6KoosVBZaqCiqp7qkAeWI4RAAQZE+RCT6E9EvgMjEAMLi/dAb2q8f0RMcNTU0b9/uDi5s3ULz1m04D5tytJUxMfFQcGHkCAzx8WdkcAGg0FzIz0U/s7RwKZvKN6Fw6N89zi+OC5Mu5MKkC0kNTu3BVh6hoQq2fQEb34WKXYeWJ50NY26HtAukJoMQKpLMBiGEEH2FBBvEKWlubmbx4sV8+eWXLFiwgLq6Q9kAkZGRXHDBBQwbNgwfHx9KSko8D3CfSKWkpJCWlkb//v3bHR7hrLfRnFtDXIE3VW9uw3GwEVxHBheMnsDCkcEFd62DCkpz91K6bw+luXspy9uLrenozAG/4BBi0tKJThtITFo6EUkp6E+hkGKj2UZlkYWKIgsVhfVUFlmoaydjAcA7wEhkYoDnEd7PH69j1I7oCa7mZqy7d9O0dZu75sLWLdj3Fx61nsZgwDQoHe/MTE9wQX+Cuhp9WbOjmY1lG1l9cDVrDqwhty63zefpIelMTZjKOfHnkBac1nuCME4H7PsJNn8Iu3+E1mEdBl8Y9lsY/UcIH9CzbRSij5LMBiGEEH2FBBtEp9XV1bFw4ULmzZvHDz/8QH19veez6Ohopk6dSkZGBgaDgfr6empra6ltueMdERFBamoqaWlpxMXFodMdulOvKArOqmasBWasBXXYCsw4Kt0X55F446Blur9AI8ak1uBCEPrDhhI0WcwUb8l2Zy20BBca62qP+hn0JhORSSlEpaQR1T+NmLSB+IeGn9TFnsulUFfeSNWBBqoOuIMKFYUWGups7a7vF2wiLN6f8Hg/93OCP37Bpl5zoemsq6N55y6ad+6keecOrDt3Ys3LP2qWCABjv354ZQ7Fe2gm3plDMQ0YgFaFmhWnK0VRyK3NdQcXDq5hY9nGNsMjdBodo6JGMTXeHWCI9ovuwdYeQVGgZDNs/wq2fHZo6kqA6EwYdgNkzgQvdWZTEUK0TzIbhBBC9BUSbBAdUlZWxvz585k3bx5LlixpM7QhOjqaiRMnkpqaitFoRFEUrFYrVqsVvV5PcnIyqamppKamEhQU5NlOcSrYii1YC8zYCuqwFphx1R9dBFEf4U2JpoaUSYPxSQlGH+w+AWtuqKckfy/lv+xzZy7k7aWurPSo7TVaLeEJSUSlpBLVP42olFRC4xLQ6jo3JEFRFBrNNqoO1FN1oIHqA/VUHWyguqQBp9119AYaCIrwISzej/B4f8Lj/QmL98Pbv3dcjCuKgqO0lObdu2ne4Q4qNO/Yif3AgXbX14WE4DVkMN5Dh7ofQ4agO+zf80ykKAr55nw2lG5gY9lGNpRtoLyxvM06kT6RTIidwLiYcYyLHkegqRddrCsKlGyBnHmw4xuoKTj0mU8YDJ0Jw66DqME91UIhzjiS2SCEEKKvkGCDOKa8vDzmzZvHvHnzWLNmDcphhf4SExMZMWIEcXFxBAUFtRm2EBQU5Km9kJiY6Cnq6LI6ad5Xg63A7A4wFJpRbEdcpOs0GOP8MSUFYEwMxJTgj9MAq7/+Cn9NEVXLVlKen0tZQW67gQWA4OgYd8ZCS3AhPDEZg7FzJ222ZgfVB92ZClUHWwILBxpobjg6GAKgN2gJifElJNbPk7EQFueH0at3/BdzVFXRuHMnQatXU75uPfa8PKx79+I6LCvlcIbYWLwGpWNKT8crPR2vQYPQR0T0muyLnuJSXOyt3cuv1l9ZtnIZ2RXZVDdXt1nHpDMxKnIU42PGMyF2AsmByb2r35x2KFoLexbBzgVtAwx6b0g9zx1kSJ0O+t4RGBPiTCKZDUIIIfqK3nElJHoFRVHYsmWLJ8Cwbdu2Np8PGDCAQYMGERMTQ9hh4/D1ej2JiYn079+f/v37ExrqLqLoqGrGtrWa+kIztkIL9tIGOKIOosZLjykxAGNiAKbEAAwxfjRYaijLz6V82xrKFuRSlpdLQ00VBe20OSA8ksikFCKSUtxZC8mpePn5dfjnbbLYqSltoKa08dBzSQP1NdZ2t9FoIDDCh9CWwEJorC+hMX4EhHuj1fbsBaWiKDirq7Hl52Pdl4t17173Y98+nNXuC+IIwHz4Rno9xsR+eKUPagkqpOM1cOAZn7HQqs5ax7bKbWyt2MrWyq1sq9iG2dbSg0XuJ5POxNDwoYyKHMXIyJFkhmfipe9lFwkNlbA3C/Yugn1LwXrYTCt6b0ibDoMuh7TzwXjsqWWFEF1PMhuEEEL0FRJsOMM5nU7WrFnDvHnz+Oabb8jPz/d8ptPpSE9PJykpiZSUFAIDD6V/h4eHe4ILCQkJ6FxabMUWbNvMVO0vw1ZkxtXgOOp4ukATxiR3YMGY4E+9xkxFQT7l+espW51LeX4uTRbzUdsBBEfHEpncn4jEZCJaAgzefv4n/BkVl4KlupnqkgZqy9zBhJrSRqpLG7C208ZWPgFGQmNbggox7sBCSLQvemPPzgjham7Gtr8QW34+toJ8d3AhvwBbQQEuc/t9h0aDIS6OGn9/4idMwHvgAEypqZgSE9GcwTUWDmd1WtlXs88TVNhauZX95v1Hreel8yJWE8v5g85ndMxohoQNwajrZX1oa3RnLxSshLxlcCCbNpE+7xB3BkPaBRJgEKKXkcwGIYQQfYUEG85ATU1NLFmyhPnz57NgwQLKyw+NMTeZTAwcOJDExETS0tLw8fEB3Cc9ycnJ9O/fn5SUFHzsRmz7zdi2mqn+blu7WQvoNBhj/TAmBKCNMmHWVFNWWUhF4ToqvsunsnA/dmvzUe3TaLWExSV4Agqh8f3I3rWHiy+73DMkoz3NDXbqypuoLW+krryR2vImakobqC1txNFeTQUADfiHeBEc5UtwtA8hUb4ER/kQHO3bo7NBuKxW7AcOYC8qwlZUjK2gwB1cyM/HXlLiHmvfHo0GQ0wMxuRkdzCh9ZGSjFOvJ2fhQobNmHHcfjwT1DbXsrtmN7uqd3ke+XX5OJWji2D2C+jHkLAhDAkbwtDwoST7J5P1YxYzBveifrQ3Q/F6d3Ahf6X7teuIIT9RQ92BhdTzIXYEaHvPNKpCiEMks0EIIURfIcGGM0RZWRnfffcdCxYsICsri6bDpn708fEhLS2NtLQ0UlJSMLbc6Y6NjaV///4kJyQT7vLHUVyPbauFhu93YDlW1kKCH85gMGtqKKsroLI4n4pF+dSVl7XbLp3BQFh8omcoRGRSCmEJiegPu9tut9vZnFsAuGspHBlQqCtvpLas6Zj1FAC0Og1BkT7uQEJLYCE4ypegSB8MPZCp4J55owpbURH24mL3c1FxS3ChCEdZ+/3VShsQgDEpEVNiEsakRIyJSRiTkjD2S0B7jLthTvux+6evsjqtFNQVkFubS25dLnuq97CrZhelDceo92EKJiMsg6FhQxkS7g4wHFnQ0d7T/agoULsfijdA0Tp3YKF029HBhYA4SJoEiZMgZSoE9KKZL4QQxySZDUIIIfoKCTb0UYqisH37dr799lsWLFjAunXr2hR4DAoKon///qSnp9OvXz90Oh1+fn70T+lPYlg8cZpQdOV2bFst2BcXUn3kjXS9BkO0D/YApzuwYMmj5OA+Khfvx97cRHv8QsMIT0gkvF+S+5GQRHB0zFGzQtiaHVQdqKe2vNE97KG0gfLd3vxv9a80mY9/oecTaCQowofACG+CInwIivQhJNqXgDAvtDrtSfXlyVAcDhzl5dhLSrCXlGIvOYij9fWBA9iKi1EaG4+7D62PD4aEBIzxcRjiE9zBhSR3UEEXEtK7ig72sEZ7I3l1eeTV5ZFbm0tebR65dbkcqD+AS2k/qyXOL4700HQGBA/wPEf49MIimJYyKN3qnjXiQLY7uNBQfvR6fpHuwEJrgCEk2V1kRAhxWpHMBiGEEH2FBBv6EJvNxooVK1iwYAHffvstBQUFbT6PiYkhLS2NAQMGEBkZidFoJCEmnoSAaGJcIQRU6nBkN6DYG2nmiAthPx32AAcWTQ1l9QUUluRQu/dgu+1wZyv0IywhkYiWwEJYQiLe/gEAuFwK9TXNWCqb2fVrGebKJsyVzS3PTTRZ2gso6AH3cm9/A4HhPgRFeBN4WGAhMMK7W2Z/UBQFZ20tjtLSlmBCiTuQcND92l5a6s5McB1j6EYrjQZ9dBTGuHgM8XEY4+MxxMW7gwsJCegOm+VDgNlmpshSRJG5iCJLEYWWQs/78qZ2Lr5bBBgDSAlKITkwmdTgVAaGDCQtOA1/44nrfXQrpwOq86BsmztToWSr+7m9wIJW7x4WET8a4s5yP4ISJLggxGnO6XTicLgzByWzQQghxOlOgg2nuerqan744QcWLFjAjz/+iPmwAoF6vZ7k5GTPEImAgACiQyKI94kkxh5CSLkRze7WMeqNtF7iK3qwejdT56qktC6fwrIcGm11Rx0bwC8ktCVL4VDGQnB0LHarC3NlM3UVTVQUN5G7+SDmqjzMFU1YqptxOY9Rc6CFyUdPYIQ7oOAfaiL/4G4mnzeOsBh/TD5dM05eURRcFguO8nJ3VkJ5OY7yChwVFZ5ljvJyHBUVKDbbiXdoMGCIjMQQHY0hJhp9dDSGqGgMsTEY4uIwxMaileKMHo32RkobSilpKPE8iixFFFuKKbQUUmdt/3ewVahXKClBKSQFJpESlEJKYArJQcmEeoX2rqCNvQkq90LlHqjYDZW73c9VuUcPhQBAA2Gp7uBCdKY7wBCdCQbvbm+6EKJrtWY1gAQbhBBCnP4k2HAa2rt3ryd7YdWqVTidh4ra+fr6erIXkpOTiQgMJc4YQXRTIJF1vpgOHH6h7kTRKDTpG6i2lVJSk0tFYxEWe9VRxzR6exMa38+dsRCXQGBkPCa/KOzNBizVzViqminIaWbr8jLMlQVYG489ywO4ayj4h3oRGOZNQOsj3IuAUG8CwrzaBBTsdjtlC3OI6Od/UgX5XE1NOKqqcVZX4aiqwlldjaOyCkdVZUsg4VAwQbG2P+Vle3QhIYcCCVHRnteGaHdgQR8WhkbbfUM3ejOr00plUyUVjRVHBRRa358omAAQ5h1GvH+855Hgn+B+Dkg4qrZCj2o2Q00+1BRAdctzTb77dW0hR1dTbWHwgYhBEDUEooe6AwwR6TJbhBBniNZ6DSDDKIQQQpz+JNhwGrDb7axevZqFCxcyf/589uzZ0+bziIgIT4AhJT6JeEME0Y0BxDiC8a9ue/ezEQuVTQeobCyiylpCra0c12EV+PVGE5FJ/QmMisM3KBqjTyRafRj2Zi/qa6xUlzWzf0cztuZaoPa47fYOMBIY5nUomHDYa98gE1rtyd1tVux2nHV1OKqrPYEDdyCh+tBzlTuw4KiuPmFthCNpAwPRh4dhiIhAHx6BPiICfXi4+7n1ER6G9gw/EVQUhXp7PRVNFVQ2VrqfmyrdQYUjlpltx5iS8wj+Bn+i/KKI9o0myieKOP+4NsEFH4NPF/9UHeByYrLXojmQDY2lYD4IdcXu59r97oBCU/Xx9+EdDGEDILzlETYAwtPcRR0lQCVEl8jOzub+++9n/fr16HQ6rrzySl544QX8/Px6umkerZkNOp0OvV5O0YQQQpze5JuslyotLeXHH39k/vz5/PTTT9TX13s+02q1nqkp0wcMJD0wmVhHMLGuEEKa/NA0uS/im12NHGjaS5W1hGprCdW2Euwu94mMVqfDPzSaqKARGH0i0ehCcTqDaW7wpr7WTt2uw+sNtH/h5OVnwD/EC/9QL/dziBcB4S1BhVBvDKbjz/KgKAquhkactbXHfThqqknYX0jBy6/gqqvDdVhfdJTGaEQXFoo+JBRdaAj6kFD0oSGHBQ/CPc/Hms2hr7M6rdQ211JjraGmuYZaay3VzdXUWms972uaa6ix1njWc7iOn8FyOKPWSLhPOJE+kUT7RRPt635E+UZ5nnu0joLDBg0V7hoJ9a3P5e5l9WVQdwDMB9FbDnKBywHbT7A/nzAISYLgJAhObHmdCKGp4Bsm9RWE6EYHDx5k2rRpzJw5k//7v//DbDZz1113cfPNN/Pll1/2dPM8WjMbJKtBCCFEXyDBhl7C5XKxfv165s+fz4IFC8jJyWnzuY+PD6mpqaT2T2VM8jBSjDHEukKIcAWit+qwu6xUW0vZZc2h2lpClbWEJqcFNBq8fMMw+kfgox+LyxmMzRoImiCsdh3WiiNb4g5GaDTgG2RqE0jwD/XCL+TQe4NJh6IoKE1NOC0WnHV1uCzlOHebabRYcJotOM11uMwWnBYzLrMZZ00tzrpaHLW1OGvroIPTCHoBR17W6oKCjgog6EJD0IeGoQ8NQdcSUNCFhqL19e1d4/a7gN1lp95Wj8VmwWKzYLaZPa8tNgu1zbVsb9zO6jWraXA0HLVek6P9WUROxN/gT5hPGGHe7ke4dzjh3uGeZeHe4YR5hxFgDOi+fwOnHZpqoamm/UdzbUsQ4bCgQnNth3atARQ04B+NJjAWAmIhMA4CYiAw/lBQwdTLClAKcQb77rvvMBgMvPrqq2hbsodeffVVhg8fzr59++jfv38Pt9BNpr0UQgjRl/TaYMNrr73Gs88+S0lJCRkZGbz44otMmjTpmOsvX76cOXPmkJOTQ0xMDPfddx+33357N7a482pqavjuu+/46quvWLZsGXV1bcesx8TE0L9/f87qP4zRUUOIU0KJcgWhcbmoqS+jxppLobWUalspFnstOkMQCiFodCFoTckYdWFodMGgMWBz4Lla12hBZ9DiH+KFX4gJ/wA9vr4afL1c+Oia8dE0YXLUQ0OZO2BQVYcr34LTYsFlNlNnsVDtCSJYwNHxu9vt0RiN7sDBMR74+bEpdx+jzz0XU1iYe3lAAJrTMMVUURQcLgfNzmasTitNjiasDitWp5VGRyON9sY2zw32hkPvD/uswdFAo72RJkeT+729AZurA0UrAQqO/ZFeoyfIK4ggUxDBXsEEmYII8Qpp8z7YK5hgU7DnvZdexZNiRQFbA1gtYKsHqxms9Ye9txx6tHlvbgkk1LqfbZ3PfgFAowPfcPALB98I8ItoeR/ZEkyIw+4TyQ8rN3LhRZecVA0RIUT3s1qtGI1GT6ABwNvbPcxw1apVxww2WK3WNkUbW4sw2+127B0Mlp9I637sdrsni9FkMqm2/zPF4f0oTp70ozqkH9Uh/aiOrujHju6rV16tffbZZ9x111289tprTJgwgTfffJMLL7yQHTt2kJCQcNT6+fn5zJgxgz/84Q98+OGHrF69mtmzZxMeHs6VV17ZAz9B+xRFYdOmTXzy8Sf8+MOP7Ni1A9dh0yOaTCZSUlLI7D+YKUmjSfdJJNzhS5OthprqUg7a9rLdWk6DSwPaYLS6UDS6ZDTeozD5BqPRuIctaFDwNjrx1lnx1tTh5WrAy27GZK3Fq7ESY30ZenMFSn09rsbGNlM0WmnNbegknQ5dQADaAH90/gHoAvzRtnl2f6ZvJ5ig8fY+7h1vu91Ow8KFeA8ffkoXd06XE7vLjs1lw+60Y3fZPc+ty2wum2f54a+PXGZz2rA6rTQ73EGDw183O5o9wYT2lrmUE0yJeYp8Db74G/3dD4M/AcYA/I3++Op9Kd1fyohBIwjyDjq0Tst6gV6B+Bv83f8WigIuJzit4LS5hxg4D3tYrdBYBM59LZ9bwd4I9uaW5yZwHPba82hsWd7UzmdNYG8A1fpHA16B7voI3sHgHXTY62DwCW0JJEQcCix4BZ24ZoLdjqLZrFIbhRDdYerUqcyZM4dnn32Wv/71rzQ0NPDQQw8BUFJScsztnnrqKR5//PGjli9evBgfH3VryGRlZbF7927Ane24cOFCVfd/psjKyurpJvQJ0o/qkH5Uh/SjOtTsx8YO1sTrlcGGF154gVtuuYVbb70VgBdffJFFixbx+uuv89RTTx21/htvvEFCQgIvvvgiAOnp6WzYsIHnnnuux4INiqLQaHNQY27klWdf4seFC9mwfRM1dbVt1gsPDyejfzqTUs5iYvQwAuwKjc2V1Fgq2V1TwkaXDo0uBI02FI2uH1ofX/zt9Xg1V2NqrMVkLcTLuhVTc407mGCtwWgzozlWtfsWziPeK1ot+Hij+Pug+Prg8vdF8fXG5eeDy9cbp683Lj8vnD7eOP28cPq6H3ZfE04fL5wmPS4UXIoLBRdOxYVLceJUXDhdDhwuJ06lGadSjNO1H2eTE2ejE2exA4fLgUNx4lScOF1OnIqj5dn9sDlslFhK+W7pQly4jlrH4bJ7tnXvx+EJLHgeTjsuuvYiv7M0aDBp9Zg0ery0Bry1Bnw0Bny0Bnw0erw1eny1erw1OnzQ4aPR4YMWH7T4osEbLT6KBl/AWwHflodecboDBY0OcNnQuMrAdQCX005NZQUhll1oXHY0nuCBHZxWNC3PitMODusJf4e6kqLRgtEPxeTf9tnoD6aWZ6MfiskPjP4oJn8U7xDwDkLxCkbxDgZTAGiPXzfkKA4XnOD3xG53YHVCo82BQenbQ3O6mvSlOlr7UVF67v9sT3nsscfaDQYcbv369YwaNYr333+fOXPm8OCDD6LT6fjLX/5CZGQkOt2x/048+OCDzJkzx/PebDYTHx/P9OnTCQgIUOVnsNvtZGVlcd5553mKVQYFBTFjxgxV9n+mOLwfJevs5Ek/qkP6UR3Sj+roin5szfQ7kV4XbLDZbGzcuJEHHnigzfLp06ezZs2adrf55ZdfmD59eptl559/PnPnzsVut7fbqV2dGvn5i6/y5Ouvs7cwt83UlHq9nv5JKYxJGcaE+CHEGf1oslqpdTrZXV6CwWnCy67HxxZIhLWOBGsNJmsRpuaadgMJzQZoMkKTCcy+0BSiockETUaNZ3mjqeV1y/smEzQaW9dzv7fpAU1rXkPN8X+41tVOUHBfbXtL1d2fQVEwKArGlmeDAkZFQU/rMg59Tstnh63rpSiYFBdeiuJ+7Wp5Vto+e7mOXObCy+XeZ3deXumACICGk9veqhiwoseOHhsG7IrO/YweK3qaFC+aMdCEiSaMWBWj53WzYnQ/Y/K8bsJEs+czE80YaFC8qceLJkzQ1NnecQCVLY+upue+dUu74ThnAulLdeiZOtVKoAp1UU6ndNU777yTa6+99rjrJCYmAnDddddx3XXXUVZWhm9LHZ8XXniBpKSkY25rMpnaLdZoMBhUP/E1GAw4WoYlent7y4n1SeqKf5szkfSjOqQf1SH9qA41+7Gj++l1wYbKykqcTieRkZFtlkdGRlJa2v7VZmlpabvrOxwOKisriY6OPmqbrk6NtDTVsSvfPUVlcFAww1IGcVZCBkODE9E1WXE21mE4WEi9YsFJDQZdLV46C80mF2YjNPofChZ4ggZGDc0mLY0t75uN4DrO9JFaRUELaBXQ0vIa0CigxYUO0CsQiILWyVHrahTQuUvhoVXcF6saDt9ny7otrzWATmlZv+WhVxR0ioIO94W7rmWd1mPrUNApoEdp+/6wdfVttjn6/eH7NCju7bUoGFuDBbQNJhha9nF4z7kUDS7cDwWt57ULLQqaY7zX4kLvfq+0vte0fK5tsz8rGpqOsX8Ah6LDiRYnWhzocKLDgfbQs3L4e51nPRfawz7XHbb9Eftp2d7VstzWGjBAj03RH/89ehwt//pCiN5r6dKlnGASoA7paGpkbxAWFkZYWFintmk9X3jnnXfw8vLivPPO64qmnZTWmyAyG4UQQoi+oNcFG1odOYZfUZTjjutvb/32lrfq6tTIpklj2LJ+B/0ighg2KgrfSCMaPxMaLy+0phC0mjg0aNBptWjQoNVo0aJBq9WiQet+37pMo0Oj0aBFi1aro2ULdBotGu2hdbQaDRqNBh3u9Vun1lPQHDbN3hHPGs0Rrw/T7mfH2+7Qs9LuvlrWaXdfx/gMDXaHg1WrVjNx0iQMet1x26Ict51a7BoNdo3WXSWz9dHmuO3T4A62qHAe32PsdgdLly5l6tSpGAy99r9+ryf9qB7pS3W09uNF50/DaDSe8v46mhp5uvm///s/xo8fj5+fH1lZWdx77708/fTTBAUF9XTTPFJSUrj//vuJjY3t6aYIIYQQp6zXnd2FhYWh0+mOymIoLy8/KnuhVVRUVLvr6/V6QkND292mq1MjDSFRvPz1hyxcuJBzZ8yQ1J9TYLfbwWs7AeFx0o+nwG63Y9JBoK+X9OMpkH5Uj/SlOlr70Wg0qvP91Uf/LdatW8ejjz5KfX09AwcO5M033+TGG2/s6Wa1kZGRwdNPP93TzRBCCCFU0euCDUajkZEjR5KVlcUVV1zhWZ6VlcVll13W7jbjxo3j22+/bbNs8eLFjBo1qs+eNAkhhBCi4z744IOeboIQQghxRjnBHG89Y86cObz99tu888477Ny5k7vvvpvCwkJuv/12wD0E4qabbvKsf/vtt7N//37mzJnDzp07eeedd5g7dy733HNPT/0IQgghhBBCCCHEGavXZTYAzJw5k6qqKp544glKSkoYPHgwCxcupF+/foB7TuzCwkLP+klJSSxcuJC7776bV199lZiYGF5++eUem/ZSCCGEEEIIIYQ4k/XKYAPA7NmzmT17drufvffee0ctO/vss8nOzu7iVgkhhBBCCCGEEOJEeuUwCiGEEEIIIYQQQpy+JNgghBBCCCGEEEIIVUmwQQghhBBCCCGEEKqSYIMQQgghhBBCCCFUJcEGIYQQQgghhBBCqKrXzkbR3RRFAcBsNqu2T7vdTmNjI2azGYPBoNp+zzTSj+qQflSH9KN6pC/VoXY/tn4Ptn4vikPkXKH3kn5Uh/SjOqQf1SH9qI6u6MeOnitIsKGFxWIBID4+vodbIoQQQvQ8i8VCYGBgTzejV5FzBSGEEOKQE50raBS5dQGAy+Xi4MGD+Pv7o9FoVNmn2WwmPj6eoqIiAgICVNnnmUj6UR3Sj+qQflSP9KU61O5HRVGwWCzExMSg1cpoy8PJuULvJf2oDulHdUg/qkP6UR1d0Y8dPVeQzIYWWq2WuLi4Ltl3QECA/AdRgfSjOqQf1SH9qB7pS3Wo2Y+S0dA+OVfo/aQf1SH9qA7pR3VIP6pD7X7syLmC3LIQQgghhBBCCCGEqiTYIIQQQgghhBBCCFVJsKELmUwmHn30UUwmU0835bQm/agO6Ud1SD+qR/pSHdKPpzf591OH9KM6pB/VIf2oDulHdfRkP0qBSCGEEEIIIYQQQqhKMhuEEEIIIYQQQgihKgk2CCGEEEIIIYQQQlUSbBBCCCGEEEIIIYSqJNhwil577TWSkpLw8vJi5MiRrFy58rjrL1++nJEjR+Ll5UVycjJvvPFGN7W0d+tMP3799decd955hIeHExAQwLhx41i0aFE3trb36uzvY6vVq1ej1+sZNmxY1zbwNNHZfrRarTz88MP069cPk8lESkoK77zzTje1tvfqbD9+9NFHZGZm4uPjQ3R0NL/73e+oqqrqptb2TitWrOCSSy4hJiYGjUbDN998c8Jt5Humd5HzBPXIuYI65FxBHXKuoA45Vzh1vfpcQREn7dNPP1UMBoPy1ltvKTt27FD++te/Kr6+vsr+/fvbXT8vL0/x8fFR/vrXvyo7duxQ3nrrLcVgMChffvllN7e8d+lsP/71r39VnnnmGWXdunXKnj17lAcffFAxGAxKdnZ2N7e8d+lsP7aqra1VkpOTlenTpyuZmZnd09he7GT68dJLL1XGjBmjZGVlKfn5+cratWuV1atXd2Ore5/O9uPKlSsVrVarvPTSS0peXp6ycuVKJSMjQ7n88su7ueW9y8KFC5WHH35Y+eqrrxRAmTdv3nHXl++Z3kXOE9Qj5wrqkHMFdci5gjrkXEEdvflcQYINp2D06NHK7bff3mbZwIEDlQceeKDd9e+77z5l4MCBbZbddtttytixY7usjaeDzvZjewYNGqQ8/vjjajfttHKy/Thz5kzl73//u/Loo4/KCYTS+X784YcflMDAQKWqqqo7mnfa6Gw/Pvvss0pycnKbZS+//LISFxfXZW083XTkBEK+Z3oXOU9Qj5wrqEPOFdQh5wrqkHMF9fW2cwUZRnGSbDYbGzduZPr06W2WT58+nTVr1rS7zS+//HLU+ueffz4bNmzAbrd3WVt7s5PpxyO5XC4sFgshISFd0cTTwsn247vvvktubi6PPvpoVzfxtHAy/bhgwQJGjRrFv//9b2JjY0lLS+Oee+6hqampO5rcK51MP44fP57i4mIWLlyIoiiUlZXx5ZdfctFFF3VHk/sM+Z7pPeQ8QT1yrqAOOVdQh5wrqEPOFXpOd37X6FXd2xmksrISp9NJZGRkm+WRkZGUlpa2u01paWm76zscDiorK4mOju6y9vZWJ9OPR3r++edpaGjgmmuu6YomnhZOph/37t3LAw88wMqVK9Hr5U8BnFw/5uXlsWrVKry8vJg3bx6VlZXMnj2b6urqM3Ys5sn04/jx4/noo4+YOXMmzc3NOBwOLr30Ul555ZXuaHKfId8zvYecJ6hHzhXUIecK6pBzBXXIuULP6c7vGslsOEUajabNe0VRjlp2ovXbW36m6Ww/tvrkk0947LHH+Oyzz4iIiOiq5p02OtqPTqeT6667jscff5y0tLTuat5pozO/jy6XC41Gw0cffcTo0aOZMWMGL7zwAu+9994ZfccCOtePO3bs4C9/+Qv/+Mc/2LhxIz/++CP5+fncfvvt3dHUPkW+Z3oXOU9Qj5wrqEPOFdQh5wrqkHOFntFd3zUSojxJYWFh6HS6oyJv5eXlR0WKWkVFRbW7vl6vJzQ0tMva2pudTD+2+uyzz7jlllv44osvmDZtWlc2s9frbD9aLBY2bNjApk2buPPOOwH3F6GiKOj1ehYvXszUqVO7pe29ycn8PkZHRxMbG0tgYKBnWXp6OoqiUFxcTGpqape2uTc6mX586qmnmDBhAvfeey8AQ4cOxdfXl0mTJvHkk0+esXd0O0u+Z3oPOU9Qj5wrqEPOFdQh5wrqkHOFntOd3zWS2XCSjEYjI0eOJCsrq83yrKwsxo8f3+4248aNO2r9xYsXM2rUKAwGQ5e1tTc7mX4E912Km2++mY8//ljGadH5fgwICGDbtm1s3rzZ87j99tsZMGAAmzdvZsyYMd3V9F7lZH4fJ0yYwMGDB6mvr/cs27NnD1qtlri4uC5tb291Mv3Y2NiIVtv2K0mn0wGHou3ixOR7pveQ8wT1yLmCOuRcQR1yrqAOOVfoOd36XaN6yckzSOt0LXPnzlV27Nih3HXXXYqvr69SUFCgKIqiPPDAA8qNN97oWb91mpG7775b2bFjhzJ37lyZ0krpfD9+/PHHil6vV1599VWlpKTE86itre2pH6FX6Gw/HkkqTLt1th8tFosSFxenXHXVVUpOTo6yfPlyJTU1Vbn11lt76kfoFTrbj++++66i1+uV1157TcnNzVVWrVqljBo1Shk9enRP/Qi9gsViUTZt2qRs2rRJAZQXXnhB2bRpk2daMPme6d3kPEE9cq6gDjlXUIecK6hDzhXU0ZvPFSTYcIpeffVVpV+/forRaFRGjBihLF++3PPZrFmzlLPPPrvN+suWLVOGDx+uGI1GJTExUXn99de7ucW9U2f68eyzz1aAox6zZs3q/ob3Mp39fTycnEAc0tl+3LlzpzJt2jTF29tbiYuLU+bMmaM0NjZ2c6t7n87248svv6wMGjRI8fb2VqKjo5Xrr79eKS4u7uZW9y4///zzcf/eyfdM7yfnCeqRcwV1yLmCOuRcQR1yrnDqevO5gkZRJOdECCGEEEIIIYQQ6pGaDUIIIYQQQgghhFCVBBuEEEIIIYQQQgihKgk2CCGEEEIIIYQQQlUSbBBCCCGEEEIIIYSqJNgghBBCCCGEEEIIVUmwQQghhBBCCCGEEKqSYIMQQgghhBBCCCFUJcEGIYQQQgghhBBCqEqCDUKIXmPZsmVoNJo2j9ra2g5v/8033xy1vRBCCCFOf4899lib7/dhw4Z1avu77rqrzfZTpkzpknYKIQ7R93QDhBDiSCkpKUycOBEAo9HY4e0SEhKYNWsWAF9++SUNDQ1d0j4hhBBCdF5BQQFJSUmcffbZLFu27KT2MWHCBPr3709CQkKnths9ejSzZs2ivr6er7766qSOLYToHAk2CCF6nYkTJ/Lee+91ersRI0Z4tlu2bJkEG4QQQog+5tZbb+Xmm2/u9HbXXXcd1113HQUFBRJsEKKbyDAKIYQQQgghhBBCqEqCDUKIUzJz5kw0Gg3333//UZ/t2rULHx8fAgICyMvL64HWCSGEEKI3eOyxx0hKSgJg+fLlbeonnEymghCi95NhFEKIU/LGG2+wZs0annvuOS688EJPwSW73c51111HU1MT7777LsnJyT3bUCGEEEL0mGHDhnHllVfy1VdfERkZyQUXXOD5rLVOkxCib5FggxDilAQHB/PBBx8wbdo0brrpJrZu3UpQUBB///vf2bRpE1dddZXcsRBCCCHOcJdffjnDhg3jq6++YuDAgSdVm0kIcXqRYRRCiFN2zjnn8Le//Y2ioiJmz57NsmXLeO6554iJieHNN9/s6eYJIYQQQgghupkEG4QQqnjyyScZPnw4n3zyCZdddhmKovD+++8TEhLS000TQgghhBBCdDMZRiGEUIXRaOS9994jMzMTs9nMn//8Z6ZNm6bqMe655x4qKyvbLJs4cSK33nqrqscRQgghxOmjsrKSe+6556jlt956q9SDEKIHSbBBCKGazz77zPN606ZNuFwutFr1Eqi+/PJL9u/ff9RyCTYIIYQQZ676+nref//9o5ZPmTJFgg1C9CAJNgghVLFy5UqefvppYmJiGDhwIEuXLuXpp5/moYceUu0YBQUFqu1LCCGEEH1DYmIiiqL0dDOEEEeQmg1CiFNmNpu58cYbURSFd999lw8//JDQ0FAee+wxNmzY0NPNE0IIIUQvYDQaAXA4HD3cEiFEd5BggxDilM2ePZv9+/fz5z//menTpxMdHc1bb72F3W7n+uuvp7GxsaebKIQQQogeFhYWhsFgIDc3F6fT2dPNEUJ0MQk2CCFOyaeffspHH31ERkYGzzzzjGf5FVdcwe9+9zv27NnDnDlzerCFQgghhOgNjEYjF1xwAaWlpWRmZnLTTTdx66238u677/Z004QQXUCCDUKIk1ZUVMQdd9yB0Wjkww8/xMvLq83nL7/8MsnJybz55pssWLCgh1ophBBCiN7i7bff5sYbb6SqqoqPP/6YuXPnsnz58p5ulhCiC0iBSCHESYuPj6empuaYn/v5+ZGbm9uNLRJCCCFEbxYREcEHH3zQ080QQnQDCTYIIXqdVatWcfPNNwPw2muv4ePj06HtsrOzefnllwH3nNtCCCGE6Fvefvttli1bRkJCAk888USHt/v4449ZvHgx9fX1Xdg6IcThJNgghOh1cnNzPRkRL774YoeDDYWFhe3Osy2EEEKIvmH16tWsXr2azMzMTgUb1q1bJ+cIQnQzjSKT0gohhBBCCCGEEEJFUiBSCCGEEEIIIYQQqpJggxBCCCGEEEIIIVQlwQYhhBBCCCGEEEKoSoINQgghhBBCCCGEUJUEG4QQQgghhBBCCKEqCTYIIYQQQgghhBBCVRJsEEIIIYQQQgghhKok2CCEEEIIIYQQQghVSbBBCCGEEEIIIYQQqpJggxBCCCGEEEIIIVT1/wHADqx2ZGOVRgAAAABJRU5ErkJggg==",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -988,7 +1000,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -998,7 +1010,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -1008,7 +1020,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -1018,7 +1030,7 @@
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 2 Axes>"
]
@@ -1045,16 +1057,16 @@
" Theta_hist_disc.append(Theta_history[index])\n",
" for Theta in Theta_hist_disc[:-1]:\n",
" axs[0].plot(x, Theta)\n",
- " axs[0].plot(x, Theta_hist_disc[-1], color='black', label=f'time: {t_history[index]:.2f}')\n",
+ " axs[0].plot(x, Theta_hist_disc[-1], color='black', label=f'$\\\\tau = $ {t_history[index]:.2f}')\n",
" axs[0].legend()\n",
" axs[1].plot(t_history[1:index+1], q_num[:index,-1], color='black')\n",
" axs[1].set_xlim(axs[0].get_xlim())\n",
" axs[0].set_ylim(-0.05, 1.05)\n",
" axs[1].set_ylim(-9.5,-0.5)\n",
- " axs[0].set_xlabel('x [-]', fontsize=15)\n",
- " axs[1].set_xlabel('t [-]', fontsize=15)\n",
+ " axs[0].set_xlabel('$\\\\xi$ [-]', fontsize=15)\n",
+ " axs[1].set_xlabel('$\\\\tau$ [-]', fontsize=15)\n",
" axs[0].set_ylabel('Θ [-]', fontsize=15)\n",
- " axs[1].set_ylabel('q(x=1) [-]', fontsize=15)\n",
+ " axs[1].set_ylabel('$q(\\\\xi=1)$ [-]', fontsize=15)\n",
" [ax.grid() for ax in axs]\n",
"\n",
" fig.tight_layout()\n",
diff --git a/Presentation/VisProperties.ipynb b/Presentation/VisProperties.ipynb
index b628726f618c3e832ee6226eadc2587303330f83..c07f448a55cf38775a0dd042e06109e72c14ae75 100644
--- a/Presentation/VisProperties.ipynb
+++ b/Presentation/VisProperties.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@@ -12,7 +12,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
@@ -47,7 +47,7 @@
},
{
"cell_type": "code",
- "execution_count": 21,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -57,12 +57,12 @@
},
{
"cell_type": "code",
- "execution_count": 22,
+ "execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 354x354 with 1 Axes>"
]
@@ -74,7 +74,7 @@
"source": [
"T = np.linspace(0,273,273*10)\n",
"plt.figure(figsize=(3.54, 3.54))\n",
- "plt.plot(T, rho(T))\n",
+ "plt.plot(T, rho(T), color='blue')\n",
"plt.xlim(lb, ub)\n",
"plt.ylim(np.min(rho(T)[lb*10:ub*10]), np.max(rho(T)[lb*10:ub*10]))\n",
"plt.xlabel('T [K]')\n",
@@ -87,24 +87,24 @@
},
{
"cell_type": "code",
- "execution_count": 23,
+ "execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/2460366904.py:5: RuntimeWarning: divide by zero encountered in divide\n",
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/2460366904.py:5: RuntimeWarning: divide by zero encountered in divide\n",
" return 567/T # [W/(mK)], for T > 50 K\n"
]
},
{
"data": {
"text/plain": [
- "(np.float64(2.076923076923077), np.float64(5.667923076923077), 100, 273)"
+ "(2.076923076923077, 5.667923076923077, 100, 273)"
]
},
- "execution_count": 23,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
@@ -115,22 +115,20 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/2460366904.py:5: RuntimeWarning: divide by zero encountered in divide\n",
- " return 567/T # [W/(mK)], for T > 50 K\n",
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/744768818.py:9: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
- " plt.legend()\n"
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/2460366904.py:5: RuntimeWarning: divide by zero encountered in divide\n",
+ " return 567/T # [W/(mK)], for T > 50 K\n"
]
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 354x354 with 1 Axes>"
]
@@ -142,13 +140,13 @@
"source": [
"# T = np.linspace(10,273.15,10_001)\n",
"plt.figure(figsize=(3.54, 3.54))\n",
- "plt.plot(T, kappa(T, 'Klinger'))\n",
+ "plt.plot(T, kappa(T, 'Klinger'), color='blue')\n",
"# plt.plot(T, kappa(T, 'Slack'), label='Slack')\n",
"plt.xlim(lb, ub)\n",
"plt.ylim(np.min(kappa(T, 'Klinger')[lb*10:ub*10]), np.max(kappa(T, 'Klinger')[lb*10:ub*10]))\n",
"plt.xlabel('T [K]')\n",
"plt.ylabel(r'$\\lambda [W/(mK)]$')\n",
- "plt.legend()\n",
+ "# plt.legend()\n",
"plt.grid()\n",
"plt.title('Thermal conductivity')\n",
"plt.savefig('Figures/lambda.pdf', bbox_inches='tight')\n",
@@ -157,12 +155,12 @@
},
{
"cell_type": "code",
- "execution_count": 25,
+ "execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
- "image/png": "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",
+ "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWwAAAFkCAYAAAAEzAHUAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQAASspJREFUeJzt3XlcVPX+x/HXAMOi4iggAipqN3MDcc0lzRW1RC3b5ZL+Mm2Tm1u37NY165bmNauruVRm92pFmYJWRqHiFrikoJnhUu6BCLGICAzw/f1xYmoElBnAmYHP8/GYh8yZ75z5nO+Mbw7nfOd8dUophRBCCLvnZOsChBBCVI0EthBCOAgJbCGEcBAS2EII4SAksIUQwkFIYAshhIOQwBZCCAchgS2EEA5CAlsIIRyEBHY9tmfPHu6++24CAwNxc3OjefPm9O3bl5kzZ9q6NAAGDRrEoEGDzJadOnWKUaNG4eXlhU6nY9q0aZw6dQqdTseHH35Y7dcsW9fChQurvS5L5efn89JLL7Ft27Yb/tq2dPX7XF/7oSpcbF2AsI2vvvqKMWPGMGjQIBYsWIC/vz+pqal8//33REVF8cYbb9i6RJYuXVpu2fTp09mzZw8ffPABfn5++Pv74+fnR2JiIn/5y19sUGXNyc/PZ+7cuQDlflHVZVe/z/W1H6pCArueWrBgAW3btuWbb77BxeWPj8GDDz7IggULbFjZHzp16lRu2eHDh7n11lu56667zJb36dPnBlUlalpF77OomBwSqacyMzPx8fExC+syTk7mH4s2bdoQFhZGdHQ0Xbp0wd3dnZtuuon//Oc/5Z6bm5vLrFmzaNu2La6urrRo0YJp06Zx+fJls3alpaUsXryYrl274uHhQZMmTejTpw8bN240tfnzn8rbtm1Dp9Nx4sQJvv76a3Q6HTqdjlOnTlV6SCQlJYWHHnqI5s2b4+bmRmBgIA8//DCFhYVV6qNFixbRtm1bGjVqRN++fdm9e3e5Nt9//z1jxozBy8sLd3d3unXrxmeffWbW5uLFizz55JN06tSJRo0a4evry5AhQ9i5c6epzalTp2jWrBkAc+fONW3fxIkTr1ljdnY2M2fO5KabbsLNzQ1fX1/uvPNOUlJSTG3mzp1L79698fLyonHjxnTv3p2VK1dy9XXfqvo+FxQUMHPmTLp27YrBYMDLy4u+ffuyYcOGcvVZ+j5fqx927tyJTqfjk08+Kfc6//vf/9DpdOzbt++a/eXwlKiXHn30UQWoyMhItXv3blVUVFRp29atW6sWLVqowMBA9cEHH6hNmzap8PBwBah///vfpnaXL19WXbt2VT4+PmrRokVq8+bN6u2331YGg0ENGTJElZaWmtpGREQonU6nHn30UbVhwwb19ddfq1dffVW9/fbbpjYDBw5UAwcOVEoplZOToxITE5Wfn5+67bbbVGJiokpMTFQFBQXq5MmTClCrVq0yPTc5OVk1atRItWnTRi1fvlxt2bJFrVmzRt1///0qNze30m0tW1ebNm3UyJEjVUxMjIqJiVHBwcGqadOmKjs729R269atytXVVQ0YMEB9+umnKjY2Vk2cOLFcLSkpKeqJJ55QUVFRatu2berLL79UkyZNUk5OTio+Pl4ppVRBQYGKjY1VgJo0aZJp+06cOFFprbm5uapz586qYcOG6uWXX1bffPONWrdunXr66afV1q1bTe0mTpyoVq5cqeLi4lRcXJx65ZVXlIeHh5o7d65V73N2draaOHGiWr16tdq6dauKjY1Vs2bNUk5OTuq///2v2TotfZ+v1w/dunVTt912W7m+6NWrl+rVq1elfVVXSGDXUxkZGap///4KUIDS6/WqX79+at68eerSpUtmbVu3bq10Op1KTk42Wx4aGqoaN26sLl++rJRSat68ecrJyUnt27fPrN3nn3+uALVp0yallFI7duxQgPrHP/5xzRr//B/5z7WMGjXKbFlFgT1kyBDVpEkTlZ6eft2+qGhdwcHBqri42LR87969ClCffPKJaVmHDh1Ut27dlNFoNFtHWFiY8vf3VyUlJRW+RnFxsTIajWro0KHq7rvvNi2/ePGiAtScOXOqVOvLL7+sABUXF1fl7SspKVFGo1G9/PLLytvb2+yXaFXf58q2Z9KkSapbt26m5da+z9fqh1WrVilAJSUlmZaVvTdX/7Koi+SQSD3l7e3Nzp072bdvH/Pnz2fs2LEcO3aM2bNnExwcTEZGhln7zp07ExISYrZs/Pjx5ObmcuDAAQC+/PJLgoKC6Nq1K8XFxabbiBEj0Ol0prP+X3/9NQBPPfVUrWxbfn4+27dv5/777zf9eW2pUaNG4ezsbLrfpUsXAE6fPg3AiRMnSElJITw8HMBse++8805SU1M5evSo6fnLly+ne/fuuLu74+Ligl6vZ8uWLfz000/WbiZff/01t9xyC8OGDbtmu61btzJs2DAMBgPOzs7o9Xr++c9/kpmZSXp6ulnbqrzPAGvXruW2226jUaNGpu1ZuXKl2fbUxvv80EMP4evryzvvvGNatnjxYpo1a8YDDzxQY69jrySw67mePXvy7LPPsnbtWn799VemT5/OqVOnyp149PPzK/fcsmWZmZkAXLhwgUOHDqHX681unp6eKKVMvwQuXryIs7NzheusCVlZWZSUlNCyZUur1+Ht7W12383NDYArV64A2rYCzJo1q9z2PvnkkwCm7V20aBFPPPEEvXv3Zt26dezevZt9+/YxcuRI0/qscfHixetu4969exk+fDgA7733Ht999x379u3jH//4h9n2lKnK+7x+/Xruv/9+WrRowZo1a0hMTGTfvn088sgjFBQUmNVX0++zm5sbjz32GB9//DHZ2dlcvHiRzz77jEcffdT0HtVlMkpEmOj1eubMmcObb77J4cOHzR5LS0sr175sWVm4+fj44OHhwQcffFDh+n18fABo1qwZJSUlpKWl4e/vX5ObAICXlxfOzs6cO3euxtddpmxbZs+ezbhx4yps0759ewDWrFnDoEGDWLZsmdnjly5dqlYNzZo1u+42RkVFodfr+fLLL3F3dzctj4mJqbB9Vd7nNWvW0LZtWz799FN0Op2p3dUnc2vrfX7iiSeYP38+H3zwAQUFBRQXF/P444/X2Prtmexh11OpqakVLi/7kzYgIMBs+Y8//sjBgwfNln388cd4enrSvXt3AMLCwvj555/x9vamZ8+e5W5t2rQB4I477gAoF2A1xcPDg4EDB7J27dpyh3ZqSvv27WnXrh0HDx6scFt79uyJp6cnADqdrtze36FDh0hMTDRbdvVe/PXccccdHDt2jK1bt1baRqfT4eLiYnZ458qVK6xevbrC9lV5n3U6Ha6urmZhnZaWVm6UiLXv8/X6wd/fn/vuu4+lS5eyfPlyRo8eTWBgoEWv4ahkD7ueGjFiBC1btmT06NF06NCB0tJSkpOTeeONN2jUqBFPP/20WfuAgADGjBnDSy+9hL+/P2vWrCEuLo7XX3+dBg0aADBt2jTWrVvH7bffzvTp0+nSpQulpaWcOXOGb7/9lpkzZ9K7d28GDBhAREQE//rXv7hw4QJhYWG4ubmRlJREgwYNiIyMrPb2LVq0iP79+9O7d2+ee+45br75Zi5cuMDGjRtZsWKFKUyrY8WKFdxxxx2MGDGCiRMn0qJFC3777Td++uknDhw4wNq1awHtF9krr7zCnDlzGDhwIEePHuXll1+mbdu2FBcXm9bn6elJ69at2bBhA0OHDsXLywsfHx/TL7qrTZs2jU8//ZSxY8fy3HPPceutt3LlyhW2b99OWFgYgwcPZtSoUSxatIjx48czZcoUMjMzWbhwYaWHD6ryPoeFhbF+/XqefPJJ7r33Xs6ePcsrr7yCv78/x48fN63L2ve5Kv3w9NNP07t3bwBWrVpV5ffM4dn6rKewjU8//VSNHz9etWvXTjVq1Ejp9XoVGBioIiIi1JEjR8zalo3M+Pzzz1Xnzp2Vq6uratOmjVq0aFG59ebl5akXXnhBtW/fXrm6uiqDwaCCg4PV9OnTVVpamqldSUmJevPNN1VQUJCpXd++fdUXX3xhalOdUSJKKXXkyBF13333KW9vb+Xq6qoCAwPVxIkTVUFBQaX9UrauPw9jK0MFIxcOHjyo7r//fuXr66v0er3y8/NTQ4YMUcuXLze1KSwsVLNmzVItWrRQ7u7uqnv37iomJkZNmDBBtW7d2mx9mzdvVt26dVNubm4KUBMmTKi0VqWUysrKUk8//bQKDAxUer1e+fr6qlGjRqmUlBRTmw8++EC1b99eubm5qZtuuknNmzdPrVy5UgHq5MmTpnaWvM/z589Xbdq0UW5ubqpjx47qvffeU3PmzFFXR4q173NV+qFNmzaqY8eO1+yfukanlMyaLq6tTZs2BAUF8eWXX9q6FFGLHOl9PnToECEhIbzzzjumk7z1gRwSEUI4jJ9//pnTp0/z/PPP4+/vf91vgtY1ctJRCOEwXnnlFUJDQ8nLy2Pt2rWm4+r1hRwSEUIIByF72EII4SAksIUQwkFIYAshhIOQUSLVUFpayq+//oqnp6fZt76EEKKqlFJcunSJgICActeiv5oEdjX8+uuvtGrVytZlCCHqgLNnz173Yl4S2NVQ9vXmkydP4uXlZeNqHIvRaOTbb79l+PDh6PV6W5fjcKT/rGcvfff55/Doo6BULtCqSpdLkMCuhrLDIJ6enjRu3NjG1TgWo9FIgwYNaNy4sQSOFaT/rGcPfRcdDVOmgFIwcSJ8+CFVOqwqJx2FEOIG+vpreOABKCmBhx+GN9+s+nMlsIUQ4gbZuhXGjQOjEe6/H1auhOucZzQjgS2EEDfAd9/B6NFQUABjxsCaNeBi4UFpCWwhhKhl+/bBHXdAfj4MHw6ffQbWHD6XwBZCiFp08CCMGAGXLsGgQdoJR2unn5TAFkKIWnLkCISGQlYW9O0LGzdCdS4wKIEthBC14MQJGDYMLl6E7t1h0yao7sx0EthCCFHDTp+GoUMhNRWCg+Hbb6FJk+qvVwJbCCFq0PnzMGQInDkD7dtDXBx4e9fMuiWwhRCihqSlaWH9yy9w002wZQs0b15z65fAFkKIGpCRoR2zPnYMAgO1L8m0aFGzryGBLYQQ1ZSVpY2v/vFHCAjQ9qxbt67515HAFkKIasjNhZEjISkJfH21sL755tp5LQlsIYSwUl4e3Hkn7N2rnVjcsgU6dKi915PAFkIIK1y5ol0T5LvvtCF7334LQUG1+5oS2EIIYaHCQrj7boiP174MExurfTmmtklgCyGEBYqK4L774JtvtK+Zf/UV9O59Y17b7gJ73rx59OrVC09PT3x9fbnrrrs4evSoWRulFC+99BIBAQF4eHgwaNAgfvzxR7M2hYWFREZG4uPjQ8OGDRkzZgznzp0za5OVlUVERAQGgwGDwUBERATZ2dm1vYlCCAdVXAzh4fDFF+Durv07YMCNe327C+zt27fz1FNPsXv3buLi4iguLmb48OFcvnzZ1GbBggUsWrSIJUuWsG/fPvz8/AgNDeXSpUumNtOmTSM6OpqoqCh27dpFXl4eYWFhlJSUmNqMHz+e5ORkYmNjiY2NJTk5mYiIiBu6vUIIx1BSAhMmaHMxurpqV90bMuQGF6HsXHp6ugLU9u3blVJKlZaWKj8/PzV//nxTm4KCAmUwGNTy5cuVUkplZ2crvV6voqKiTG3Onz+vnJycVGxsrFJKqSNHjihA7d6929QmMTFRASolJaVKteXk5ChAZWRkVHs765uioiIVExOjioqKbF2KQ5L+s541fVdSotQjjygFSrm4KBUTU3P1lOVITk7Oddva3R721XJycgBMs5KfPHmStLQ0hg8fbmrj5ubGwIEDSUhIAGD//v0YjUazNgEBAQQFBZnaJCYmYjAY6P2ng099+vTBYDCY2gghhFIwdSp88IE2ndfHH8PYsbapxa5nTVdKMWPGDPr370/Q7+Nl0tLSAGh+1Rf0mzdvzunTp01tXF1dadq0abk2Zc9PS0vD19e33Gv6+vqa2lytsLCQwsJC0/3c3FxAm4XZaDRas4n1Vll/Sb9ZR/rPepb0nVLw9787sWyZMzqdYuXKEu66S1GT3W7Je2jXgT116lQOHTrErl27yj129ZTwSqnrThN/dZuK2l9rPfPmzWPu3LnllsfHx9OgOlclr8fi4uJsXYJDk/6z3vX6TilYs6Yj69bdAsCTTybTtOkZNm2q2Try8/Or3NZuAzsyMpKNGzeyY8cOWrZsaVru5+cHaHvI/v7+puXp6emmvW4/Pz+KiorIysoy28tOT0+nX79+pjYXLlwo97oXL14st/deZvbs2cyYMcN0Pzc3l1atWjF48GC8a+r6ifWE0WgkLi6O0NBQ9NZMblfPSf9Zr6p99+qrTqxb5wzA22+X8MQTQUDNfzOm7C/1qrC7wFZKERkZSXR0NNu2baNt27Zmj7dt2xY/Pz/i4uLo1q0bAEVFRWzfvp3XX38dgB49eqDX64mLi+P+++8HIDU1lcOHD7NgwQIA+vbtS05ODnv37uXWW28FYM+ePeTk5JhC/Wpubm64VTAZm16vl/80VpK+qx7pP+tdq+8WLICyP6bfeAP+9jdnwLnW6qgquwvsp556io8//pgNGzbg6elpOp5sMBjw8PBAp9Mxbdo0XnvtNdq1a0e7du147bXXaNCgAePHjze1nTRpEjNnzsTb2xsvLy9mzZpFcHAww4YNA6Bjx46MHDmSyZMns2LFCgCmTJlCWFgY7du3t83GCyFs7j//gWef1X5+9VX40x/Vtldzg1NqBlDhbdWqVaY2paWlas6cOcrPz0+5ubmp22+/Xf3www9m67ly5YqaOnWq8vLyUh4eHiosLEydOXPGrE1mZqYKDw9Xnp6eytPTU4WHh6usrKwq1yrD+qwnw9KqR/rPetfqu+XLtaF7oNSLL96YeiwZ1qdTSinb/bpwbLm5uRgMBjIyMuQYtoWMRiObNm3izjvvlD/prSD9Z73K+u6//4WJE7Wfn3kGXn8drjOOoUaU5UhOTg6NGze+Zlu7H4cthBC17ZNP4JFHtJ8jI29cWFtKAlsIUa+tXw8REVBaClOmwNtv22dYgwS2EKIe++orePDBP64TsmyZ/YY1SGALIeqpzZt13HMPGI3wwAOwcqX21XN7ZuflCSFEzTt82Jt77nGmsBDuugtWrwbn2hlmXaPsbhy2EELUpsREHf/6Vx8KCnTceSdERYGjDLSRwBZC1Bvffw+jRztTUKBj6NBS1q1zooIvL9stOSQihKgXDh6E4cMhN1dH584ZfP55Ce7utq7KMhLYQog678gRGDYMsrKgd+9SXnhhDw0b2roqy0lgCyHqtGPHYOhQyMiAHj3giy9K8PAotnVZVpFj2EKIOuuXX7R5F9PSoEsXbabz63z7267JHrYQok46e1bbsz5/Hjp2hLg4cPRL/khgCyHqnNRUbc/61Cm4+WbYvBkqmBHQ4UhgCyHqlPR0bc/6xAlo0wa2boWAAFtXVTMksIUQdUZmpjYa5KefoGVLLaxbtbJ1VTVHAlsIUSdkZ8OIEfDDD+DnB1u2wFUzDDo8CWwhhMPLzYWRI2H/fvDx0cL6lltsXVXNk8AWQji0vDy4807YsweaNtVOMHbqZOuqaocEthDCYeXnQ1gYfPcdGAza0L2QEFtXVXsksIUQDunKFRg7FrZvB09P+PZb7ZuMdZkEthDC4RQWwrhx2uGPhg0hNhZuvdXWVdU+CWwhhEMpKoJ779VC2sMDNm2Cfv1sXdWNIYEthHAYRqM2B+OXX4K7O3zxBdx+u62runEksIUQDqG4GP76V4iOBldXiInRvtFYn0hgCyHsXkkJTJwIn32mTee1fr32JZn6RgJbCGHXSkvh0Ufho4/AxQXWroVRo2xdlW1IYAsh7FZpKTz2GHz4oTar+SefaEP56isJbCGEXVIKIiPh/ffByQn+9z9tdEh9JoEthLA7SsH06bB0Keh0sGoVjB9v66psTwJbCGFXlIJnn4W339buv/cePPywbWuyFxLYQgi7oRS8+CL8+9/a/WXLYNIk29ZkTySwhRB245VX4NVXtZ/ffhsef9y29dgbCWwhhF2YNw/mzNF+XrgQ/vY329Zjj+wusHfs2MHo0aMJCAhAp9MRExNj9nheXh5Tp06lZcuWeHh40LFjR5YtW2bWprCwkMjISHx8fGjYsCFjxozh3LlzZm2ysrKIiIjAYDBgMBiIiIggOzu7lrdOCFGRN96A55/Xfn7tNZg507b12Cu7C+zLly8TEhLCkiVLKnx8+vTpxMbGsmbNGn766SemT59OZGQkGzZsMLWZNm0a0dHRREVFsWvXLvLy8ggLC6OkpMTUZvz48SQnJxMbG0tsbCzJyclERETU+vYJIcwtXgyzZmk/z50Ls2fbth67puwYoKKjo82Wde7cWb388stmy7p3765eeOEFpZRS2dnZSq/Xq6ioKNPj58+fV05OTio2NlYppdSRI0cUoHbv3m1qk5iYqACVkpJS5fpycnIUoDIyMizdtHqvqKhIxcTEqKKiIluX4pDqSv8tW6aUdqpRqX/8Q6nS0tp/TXvru7IcycnJuW5bu9vDvp7+/fuzceNGzp8/j1KK+Ph4jh07xojfLyywf/9+jEYjw4cPNz0nICCAoKAgEhISAEhMTMRgMNC7d29Tmz59+mAwGExthBC1a+VKeOIJ7ednntFOOOp0tq3J3rnYugBL/ec//2Hy5Mm0bNkSFxcXnJyceP/99+nfvz8AaWlpuLq60rRpU7PnNW/enLS0NFMbX1/fcuv29fU1talIYWEhhYWFpvu5ubkAGI1GjEZjtbetPinrL+k36zh6/61erWPyZGdAR2RkCf/6VynFxTfmte2t7yypwyEDe/fu3WzcuJHWrVuzY8cOnnzySfz9/Rk2bFilz1NKofvTr29dBb/Kr25ztXnz5jF37txyy+Pj42nQoIGFWyIA4uLibF2CQ3PE/tuxowVvvdUDpXTcccdJhgw5xNdf3/g67KXv8vPzq9zWoQL7ypUrPP/880RHRzPq98t1denSheTkZBYuXMiwYcPw8/OjqKiIrKwss73s9PR0+v0+LYWfnx8XLlwot/6LFy/SvHnzSl9/9uzZzJgxw3Q/NzeXVq1aMXjwYLy9vWtqM+sFo9FIXFwcoaGh6PV6W5fjcBy1/9at0/H2286UluqYNKmUd95piZNTyxtag731Xdlf6lXhUIFddujBycn80LuzszOlpaUA9OjRA71eT1xcHPfffz8AqampHD58mAULFgDQt29fcnJy2Lt3L7f+PhHcnj17yMnJMYV6Rdzc3HBzcyu3XK/X28Ub74ik76rHkfpvwwaIiPjj2tbvvutU7v/yjWQvfWdJDXYX2Hl5eZw4ccJ0/+TJkyQnJ+Pl5UVgYCADBw7kmWeewcPDg9atW7N9+3b+97//sWjRIgAMBgOTJk1i5syZeHt74+XlxaxZswgODjYdMunYsSMjR45k8uTJrFixAoApU6YQFhZG+/btb/xGC1HHffUV3HefNmvM+PF/XIFPWKi2h6xYKj4+XgHlbhMmTFBKKZWamqomTpyoAgIClLu7u2rfvr164403VOmfxgNduXJFTZ06VXl5eSkPDw8VFhamzpw5Y/Y6mZmZKjw8XHl6eipPT08VHh6usrKyLKpVhvVZz96GVjkaR+q/2FilXF21oXv33aeU0Wjbeuyt7ywZ1md3e9iDBg1CKVXp435+fqxateqa63B3d2fx4sUsXry40jZeXl6sWbPG6jqFENe3dSvcdZc20/ndd/8xa4ywjvxRIoSoFTt2wOjRUFAAYWEQFaXNxyisJ4EthKhxCQlw552Qnw8jR8Lnn2sznYvqkcAWQtSoPXu0kL58GYYO1WY4r2BwlbCCBLYQosbs2wfDh8OlSzBwIGzcCB4etq6q7pDAFkLUiP37tbDOzYUBA7ShfPIF4JolgS2EqLakJAgNhexsuO022LQJGja0dVV1jwS2EKJaDh6EYcMgKwv69oWvv4ZGjWxdVd0kgS2EsNqhQ9qJxd9+g969ITYWPD1tXVXdJYEthLDK4cNaWGdmQq9e8M030Lixrauq2ySwhRAWO3IEhgyBjAzo0QO+/RYMBltXVfdJYAshLJKSooX1xYvQtasW1k2a2Lqq+kECWwhRZUePwuDBcOEChITA5s3g5WXrquoPCWwhRJUcP67tWaelQXCwFtYyb8eNJYEthLiun3/W9qx//RU6d4YtW8DHx9ZV1T8S2EKIa/rlFy2sz5+Hjh21sG7WzNZV1U8S2EKISp06pYX12bPQoYN2fetrTHsqapkEthCiQqdPa2F95gzccosW1n5+tq6qfpPAFkKUc/asFtanTsHNN2th7e9v66qEBLYQwsy5c1pYnzwJf/kLxMdDixa2rkqABLYQ4k9+/VUbuvfzz9C2rRbWLVvauipRRgJbCAFAaqoW1sePQ5s2Wli3amXrqsSfSWALIbhwQQvro0chMFAL69atbV2VuJoEthD1XHq6FtYpKdrhj/h4bQ9b2B8JbCHqsYsXtUukHjminViMj4ebbrJ1VaIyEthC1FMZGdpMMYcPa0P24uO1IXzCfklgC1EP/fabNgfjoUPal2Hi46FdO1tXJa5HAluIeiYrS9uzTk7Wvma+dSu0b2/rqkRVuFS14caNGy1eeWhoKB4eHhY/TwhRO7KztT3rpCTtAk5bt2oXdBKOocqBfdddd1m0Yp1Ox/Hjx7lJzmAIYReys2HECNi/X7s06tat0KmTrasSlrDokEhaWhqlpaVVujVo0KC2ahZCWKgsrPfu1SYd2LIFgoJsXZWwVJUDe8KECRYd3vjrX/9KY5lCWQibqyisu3SxdVXCGlU+JLJq1SqLVrxs2TKLixFC1KyKwjokxNZVCWvJKBEh6igJ67rH6sA2Go2cPXuWo0eP8ttvv9VYQTt27GD06NEEBASg0+mIiYkp1+ann35izJgxGAwGPD096dOnD2fOnDE9XlhYSGRkJD4+PjRs2JAxY8Zw7tw5s3VkZWURERGBwWDAYDAQERFBdnZ2jW2HELYkYV03WRTYeXl5rFixgkGDBmEwGGjTpg2dOnWiWbNmtG7dmsmTJ7Nv375qFXT58mVCQkJYsmRJhY///PPP9O/fnw4dOrBt2zYOHjzIiy++iLu7u6nNtGnTiI6OJioqil27dpGXl0dYWBglJSWmNuPHjyc5OZnY2FhiY2NJTk4mIiKiWrULYQ8krOswVUWLFi1S3t7eqkePHmru3Lnq66+/VocOHVLHjx9Xe/bsUStXrlQTJ05UBoNBjRgxQh07dqyqq64UoKKjo82WPfDAA+qvf/1rpc/Jzs5Wer1eRUVFmZadP39eOTk5qdjYWKWUUkeOHFGA2r17t6lNYmKiAlRKSkqV68vJyVGAysjIqPJzhKaoqEjFxMSooqIiW5fikCrrv6wspW69VSlQyttbqeRk29Rnz+zts1eWIzk5OddtW+WTjgkJCcTHxxMcHFzh47feeiuPPPIIy5cvZ+XKlWzfvp12Nfxd19LSUr766iv+/ve/M2LECJKSkmjbti2zZ882jRPfv38/RqOR4cOHm54XEBBAUFAQCQkJjBgxgsTERAwGA7179za16dOnDwaDgYSEBNpX8rWvwsJCCgsLTfdzc3MB7fCQ0Wis0W2t68r6S/rNOhX1X3Y2jBrlzL59Tnh7K2Jji+nUCaSLzdnbZ8+SOqoc2GvXrmXp0qWVBnYZNzc3nnzyySoXYIn09HTy8vKYP38+//rXv3j99deJjY1l3LhxxMfHM3DgQNLS0nB1daVp06Zmz23evDlpaWmANp7c19e33Pp9fX1NbSoyb9485s6dW255fHy8jDu3UlxcnK1LcGhl/ZeX58Lcuf04frwpnp6FvPBCAufP53L+vI0LtGP28tnLz8+vctsqBzbAM888Q7du3ejbt2+lbdLS0vCrpamVS0tLARg7dizTp08HoGvXriQkJLB8+XIGDhxY6XOVUuh0OtP9P/9cWZurzZ49mxkzZpju5+bm0qpVKwYPHoy3t7fF21OfGY1G4uLiCA0NRa/X27och/Pn/rt8Wc+oUc4cP162Z+1ESEh/W5dot+zts1f2l3pVWBTYr776Kvfccw9JSUk0b9683ONJSUmMHTvWbMRGTfLx8cHFxYVOV32ftmPHjuzatQsAPz8/ioqKyMrKMtvLTk9Pp1+/fqY2Fy5cKLf+ixcvVrhdZdzc3HBzcyu3XK/X28Ub74ik76rn8mU9YWF69u0rO8GoIyRE+rMq7OWzZ0kNFo0SmTZtGoMHD+aee+6huLjY7LENGzYwYMAAbrvtNktWaRFXV1d69erF0aNHzZYfO3aM1r/PZ9SjRw/0er3ZnzupqakcPnzYFNh9+/YlJyeHvXv3mtrs2bOHnJwcUxsh7F1engujRjnLaJD6xNIzmvn5+apr167q8ccfNy1bsGCBcnFxUXPnzrV0deVcunRJJSUlqaSkJAWoRYsWqaSkJHX69GmllFLr169Xer1evfvuu+r48eNq8eLFytnZWe3cudO0jscff1y1bNlSbd68WR04cEANGTJEhYSEqOLiYlObkSNHqi5duqjExESVmJiogoODVVhYmEW1yigR69nbmXpHk55epNq1+01Gg1jB3j57lowSsTiwlVLql19+Ud7e3mrp0qVq0qRJqmHDhurzzz+3ZlXlxMfHK6DcbcKECaY2K1euVDfffLNyd3dXISEhKiYmxmwdV65cUVOnTlVeXl7Kw8NDhYWFqTNnzpi1yczMVOHh4crT01N5enqq8PBwlZWVZVGtEtjWs7f/NI4kK0upXr1Kfg/rUglrC9nbZ8+SwNYppVRV98YfffRRevToQbdu3UhLS+Pee++lRYsWbNiwga5du9b43r+9y83NxWAwkJGRIScdLWQ0Gtm0aRN33nmnXRxHdBR//lKMp2chW7c60bOn9J8l7O2zV5YjOTk5171gnkUnHY8dO8batWu5dOkSLi4u6HQ6goKC2LlzJ5cvX6Zr1640bNiwWsULISpm/g1GxQsvJMhokHrGosDesWMHAMePH2f//v0cOHCA/fv3M2fOHLKzs3FycuKWW27hyJEjtVKsEPXV1V83j40t5vz5qg8HE3WDRYFdpl27drRr144HH3zQtOzkyZN8//33JCUl1VhxQoiKrw3SqRPypZh6yKrA/uGHH+jYsSMuLn88vW3btrRt25b77ruvxooTor6r7EJOdvKtanGDWRXYISEhuLq60qlTJ0JCQujatavp3yZNmtRwiULUT3LVPXE1q66HvWvXLry8vGjbti2FhYV8+OGHDBkyBG9vb9q3b8+LL74o15YWohokrEVFrArsqVOnsnTpUtatW8fHH39MUlIS8fHx3HTTTUyYMIGdO3fSrVs3Ll68WNP1ClHnSViLylgV2CkpKeWu5zFw4EDefPNNDhw4QHx8PD179uT555+vkSKFqC8krMW1WBXYvXr1Ys2aNeWWd+7cmW+//RadTsczzzzD5s2bq12gEPVFVhaEhkpYi8pZFdhLly7lrbfeYvz48aSkpABQVFTEm2++iZeXFwDNmjWr8Ip4QojyfvsNhg2D778HHx8Ja1Exq0aJdO7cmcTERKZOnUqnTp1wc3OjuLgYFxcXVq1aBWiXWg0ICKjRYoWoizIytD3r5GRo1gy2boWgIFtXJeyRVYF94cIFOnfuTHx8PKdPn+bgwYM4OzvTo0cP0+QFzZo1Y/78+TVarBB1zcWLMHQo/PADNG+uhfVVp4eEMLEqsO+55x62bduGi4sLrVu3Nl2LGjDtaQ8YMKDGihSiLrpwQQvrH38Ef38trDt0sHVVwp5ZdQy7adOmREZGlluemZnJsGHDql2UEHVdWhoMHqyFdUAAbNsmYS2uz6rAXr16NVu2bOH99983Lfvpp5+49dZbr3t5QCHqu19/hUGD4KefoGVL2L4dbrnF1lUJR2DVIZEmTZqwbt06Bg4cSHBwMFlZWTz44INMmTKF119/vaZrFKLOOH9e27M+fhxatYL4ePjLX2xdlXAUVQ7ssWPH0rVrV7p160bXrl0JDg7mnXfeYdSoURQUFPDOO+8wYcKE2qxVCId29qwW1j//DK1ba2Hdtq2tqxKOpMqB3a5dO7777juWLl1KZmYmTZo0ISQkBKUU4eHhdO3aFaPRaBczOAhhb06f1sL65EktpOPjtdAWwhJVDuyFCxeafj537hzJyckkJyfj7e1tOp7t4uJChw4dOHjwYK0UK4QjOnVKC+tTp7TDH/Hx2uEQISxl1THsli1b0rJlS8LCwkzL8vLySEpK4tChQzVWnBCO7pdftLA+cwbatdOG7rVsaeuqhKOq8iiRM2fOXPPxRo0aMWDAAJ566ikAzst0GKKeO3ECBg7Uwrp9e23onoS1qI4qB3avXr2YPHkye/furbRNTk4O7733HkFBQaxfv75GChTCER07poX1uXPQsaN2GESu1CCqq8qHRH766Sdee+01Ro4ciV6vp2fPngQEBODu7k5WVhZHjhzhxx9/pGfPnvz73//mjjvuqM26hbBbKSkwZAikpkLnztqFnJo3t3VVoi6o8h62l5cXCxcu5Ndff2XZsmXccsstZGRkcPz4cQDCw8PZv38/3333nYS1qLeOHNG+FJOaCsHB2jFrCWtRUyw+6eju7s64ceMYN25cbdQjhMM6fFi7Nkh6unZp1M2btUulClFTLPpq+vPPP3/NY9hC1FeHDmmjQdLToVs3bc9awlrUNIsCOzU1lbCwMPz9/ZkyZQpfffUVhYWFtVWbEA4hOVk7Zp2RAT17asesf5/HQ4gaZVFgr1q1igsXLvDZZ5/RpEkTZs6ciY+PD+PGjePDDz8kIyOjtuoUwi4dOKCFdWYm3HorxMVB06a2rkrUVRZfrU+n0zFgwAAWLFhASkoKe/fupU+fPrz33nu0aNGC22+/nYULF8o4bFHn7dunHbPOyoI+feDbb6FJE1tXJeoyqy6v+mcdO3bk73//O9999x3nzp1jwoQJ7Ny5k08++aQm6hPCLu3Zo03rlZ0N/frBN9+AwWDrqkRdZ9Eokccff5zu3bvTrVs3unTpgpubm9njzZo1Y9KkSUyaNKlGixTCnuzaBXfcAXl5MGAAfPUVeHrauipRH1gU2ElJSaxevZorV66YLvTUvXt3U4h369aNRo0a1VatQtjc1q0wejTk52vHrjduhIYNbV2VqC8sCuw9e/ZQWlpKSkoKSUlJptsXX3xBVlYWTk5O3HzzzQwbNozIyEjat29fW3ULccN98w3cdRcUFMCIERAdDR4etq5K1CcWH8N2cnKiU6dOhIeHs3DhQrZs2UJmZiYnT57k888/57777mPPnj1069aNXbt2WVzQjh07GD16NAEBAeh0OmJiYipt+9hjj6HT6XjrrbfMlhcWFhIZGYmPjw8NGzZkzJgxnDt3zqxNVlYWERERGAwGDAYDERERZGdnW1yvqB++/BLGjNHCevRoiImRsBY3XpUD+9ChQ5SWllb6eOvWrbnrrrt45ZVX2LdvH88//zzPPvusxQVdvnyZkJAQlixZcs12MTEx7Nmzh4AKrqgzbdo0oqOjiYqKYteuXeTl5REWFkZJSYmpzfjx40lOTiY2NpbY2FiSk5OJiIiwuF5R961fD3ffDUVFcM898Pnn4O5u66pEvaSqyMnJSaWnp1e1uWrUqJFq1KhRldtXBFDR0dHllp87d061aNFCHT58WLVu3Vq9+eabpseys7OVXq9XUVFRpmXnz59XTk5OKjY2Viml1JEjRxSgdu/ebWqTmJioAJWSklLl+nJychSgMjIyLN+4eq6oqEjFxMSooqIiW5dyTZ98opSzs1Kg1IMPKmU02roijaP0nz2yt74ry5GcnJzrtq3yMWylFC+++CINGjSoUvuioiL2799vze+QayotLSUiIoJnnnmGzp07l3t8//79GI1Ghg8fbloWEBBAUFAQCQkJjBgxgsTERAwGA7179za16dOnDwaDgYSEhEqPvRcWFpp9szM3NxcAo9GI0WisqU2sF8r6y577bfVqHZMnO1NaqiMiopR33y1BKbCHkh2h/+yVvfWdJXVUObBvv/12jh49WuUV9+vXD29v7yq3r6rXX38dFxcX/va3v1X4eFpaGq6urjS96utmzZs3Jy0tzdTG19e33HN9fX1NbSoyb9485s6dW255fHx8lX+RCXNxcXG2LqFCcXGBLF3aFaV0hIae4u67D/LNN7auqjx77T9HYC99l5+fX+W2VQ7sbdu2WVNLjdq/fz9vv/02Bw4cQKfTWfRcpZTZcyp6/tVtrjZ79mxmzJhhup+bm0urVq0YPHhwrfxyqsuMRiNxcXGEhoba3cTNy5Y58c47zgA88UQJb77ZAienFjauypw995+9s7e+K/tLvSqsmtPRVnbu3El6ejqBgYGmZSUlJcycOZO33nqLU6dO4efnR1FREVlZWWZ72enp6fTr1w8APz8/Lly4UG79Fy9epPk1Ll7s5uZW7stCAHq93i7eeEdkb3335ptQ9jt5xgxYuNAZnc7ZtkVdg731nyOxl76zpIZqfzUd4IcffuCRRx5h3LhxzJkzh7Nnz9bEasuJiIjg0KFDphnbk5OTCQgI4JlnnuGb3/9e7dGjB3q93uzPndTUVA4fPmwK7L59+5KTk2N2qdg9e/aQk5NjaiPqn3nz/gjr55+HhQvBwj/khKhVNbKHfe+99/KPf/yDjh07cuDAAcaMGcPChQsZOnSoxevKy8vjxIkTpvsnT54kOTkZLy8vAgMDyx160Ov1+Pn5mU4UGgwGJk2axMyZM/H29sbLy4tZs2YRHBzMsGHDAO36JyNHjmTy5MmsWLECgClTphAWFiZf9qmHlIK5c7UbaP+++KKEtbBDNTEspVevXmb309PTVZcuXaxaV3x8vALK3SZMmFBh+6uH9Sml1JUrV9TUqVOVl5eX8vDwUGFhYerMmTNmbTIzM1V4eLjy9PRUnp6eKjw8XGVlZVlUqwzrs569DK0qLVXquee0YXug1Pz5Ni2nyuyl/xyRvfVdrQzru5abbrqJRYsWMX36dHQ6HV5eXrhb+c2CQYMGoZSqcvtTp06VW+bu7s7ixYtZvHhxpc/z8vJizZo11pQo6gilYOZM7bg1wKJFMH26bWsS4lpq5Bh2YWEh77zzDoGBgYwcOZKgoCCGDh0q18QWdqu0FKZO/SOs33lHwlrYP6v2sHft2oWnpychISEAREdHA9rXyg8dOmS6Pfjgg/z666/8/PPPNVexENVUWgqPPQbvv68dp37vPZArAgtHYFVgR0ZGEhkZaQrsMufPn6dTp0707du3RooToqYVF8Mjj8Dq1eDkBB9+CHIJGeEorDokcvToUQYOHFhueXx8PA899FC1ixKiNhiN8Ne/amHt7AwffyxhLRyLVYHduHFjfvvtt3LLBwwYYDa2WQh7UVQEDzwAn34Kej2sXavdF8KRWBXYZeOsy63MyYmioqJqFyVETSoogHHjtAkH3Ny0f+++29ZVCWE5qwL7tddeY+fOnQwbNoxDhw4BUFBQwOuvv06XLl1qtEAhqiM/H8aO1eZddHfXpvQaNcrWVQlhHatOOvr4+JCYmMgTTzxB165dcXNzo7i4GIPBwBdffFHTNQphldxcCAuDnTuhQQNt1pjBg21dlRDWs/qLM61bt2bTpk2cPXuWpKQk9Ho9vXv3xsvLqybrE8Iqv/0GI0fCvn1gMMCmTSCXiRGOrtrfdGzVqhWtWrWqiVqEqBEXLkBoKPzwA3h7w7ffQvfutq5KiOpzqMurCnE9Z8/CsGFw7Bj4+8PmzdCpk62rEqJmSGCLOuPnn2HoUDh9GgIDYcsWuPlmW1clRM2pkWuJCGFrR47AgAFaWLdrB7t2SViLukcCWzi8Awdg4EBITYWgINixA+S0iqiLJLCFQ0tMhCFDICMDevaEbdvAz8/WVQlROySwhcPaulUbDZKTA/37a8esZS5kUZdJYAuH9NVXcOedcPmyFtqxsdC4sa2rEqJ2SWALh7N2Ldx1FxQWal87/+ILaNjQ1lUJUfsksIVD+e9/4cEHtetaP/SQFt5ubrauSogbQwJbOIylS2HiRG3GmEcf1a5rrdfbuiohbhwJbOEQFiyAp57Sfn76aXj3XW0SAiHqEwlsYdeUgn/+E559Vrv/j39oE+fqdLatSwhbkK+mC7ulFMyc+cfM5vPmwXPP2bYmIWxJAlvYpZISePJJ7dAHwOLFMHWqbWsSwtYksIXdKS7WTi5+9JE2s/n778P//Z+tqxLC9iSwhV0pLNSG60VHg4sLrFkjk+UKUUYCW9iN/HxtstxvvtHGVq9dC6NH27oqIeyHBLawC5cuafMv7tihzb+4YYM2EYEQ4g8S2MLmfvsN7rgD9u7VrgeyaRPcdputqxLC/khgC5u6cAFGjYJDh7Qr7X3zDfToYeuqhLBPEtjCZjIy3BkyxIXjx7VrWMfFaRMQCCEqJoEtbOKXX+D55/uTnq6jVSvtWtbt2tm6KiHsmwS2uOF++gmGDXMhPV3PzTcrtmzRERho66qEsH92dy2RHTt2MHr0aAICAtDpdMTExJgeMxqNPPvsswQHB9OwYUMCAgJ4+OGH+fXXX83WUVhYSGRkJD4+PjRs2JAxY8Zw7tw5szZZWVlERERgMBgwGAxERESQnZ19A7awfktOhttvh19/1REYmMuWLcUS1kJUkd0F9uXLlwkJCWHJkiXlHsvPz+fAgQO8+OKLHDhwgPXr13Ps2DHGjBlj1m7atGlER0cTFRXFrl27yMvLIywsjJKSElOb8ePHk5ycTGxsLLGxsSQnJxMREVHr21ef7d4Ngwdr8y92717Kv/61C39/W1clhANRdgxQ0dHR12yzd+9eBajTp08rpZTKzs5Wer1eRUVFmdqcP39eOTk5qdjYWKWUUkeOHFGA2r17t6lNYmKiAlRKSkqV68vJyVGAysjIsGCr6qf4eKUaNlQKlLrtNqUuXixSMTExqqioyNalOaSiIuk/a9lb35XlSE5OznXbOvwx7JycHHQ6HU2aNAFg//79GI1Ghg8fbmoTEBBAUFAQCQkJjBgxgsTERAwGA7179za16dOnDwaDgYSEBNq3b1/haxUWFlJYWGi6n5ubC2iHaoxGYy1sXd3w9dc6HnjAmYICHUOHlvL55yW4umr9Jf1mnbJ+k/6znL31nSV1OHRgFxQU8NxzzzF+/Hga/z4Da1paGq6urjRt2tSsbfPmzUlLSzO18fX1Lbc+X19fU5uKzJs3j7lz55ZbHh8fT4MGDaqzKXVWQoI/ixb1pLhYR69eqTz22Pds315qejwuLs6G1Tk+6T/r2Uvf5efnV7mtwwa20WjkwQcfpLS0lKVLl163vVIK3Z+ueq+r4Ar4V7e52uzZs5kxY4bpfm5uLq1atWLw4MF4e3tbuAV13+rVOhYudKa0VMd995Xy4Yc+6PUjAe39i4uLIzQ0FL3M82Ux6T/r2Vvflf2lXhUOGdhGo5H777+fkydPsnXrVtPeNYCfnx9FRUVkZWWZ7WWnp6fTr18/U5sLFy6UW+/Fixdp3rx5pa/r5uaGWwUzvur1ert44+3J8uXwxBPaz488Au++64Szc/lz3NJ31SP9Zz176TtLarC7USLXUxbWx48fZ/PmzeX2bHv06IFerzf7cyc1NZXDhw+bArtv377k5OSwd+9eU5s9e/aQk5NjaiOst3DhH2H9t7/Be+/J/ItC1AS728POy8vjxIkTpvsnT54kOTkZLy8vAgICuPfeezlw4ABffvklJSUlpmPOXl5euLq6YjAYmDRpEjNnzsTb2xsvLy9mzZpFcHAww36//FvHjh0ZOXIkkydPZsWKFQBMmTKFsLCwSk84iutTCubO1W4As2fDq6/K/ItC1JhaH7Niofj4eAWUu02YMEGdPHmywscAFR8fb1rHlStX1NSpU5WXl5fy8PBQYWFh6syZM2avk5mZqcLDw5Wnp6fy9PRU4eHhKisry6JaZVjfH0pLlZo5Uxu2B0q9+uq129vb0CpHI/1nPXvrO4ce1jdo0CCUUpU+fq3Hyri7u7N48WIWL15caRsvLy/WrFljVY3CXGkpPPWUdtwa4O23tUMhQoiaZXeBLRxLcbF2UnH1au3Qx3vvwaRJtq5KiLpJAltYrahIm39x/XrtpOLq1dp9IUTtkMAWVrlyBe65B77+Glxd4bPPYOxYW1clRN0mgS0sdumSNjnu9u3a/IsxMRAaauuqhKj7JLCFRbKytPkX9+wBT09t/sX+/W1dlRD1gwS2qLL0dBg+HA4eBC8vbf7Fnj1tXZUQ9YcEtqiS8+dh2DBISYHmzWHzZpl/UYgbTQJbXNfJkzB0qPavzL8ohO043LVExI2VkgIDBmhh/Ze/wM6dEtZC2IoEtqjUwYPa/Ivnz0OnTlpYt25t66qEqL8ksEWF9uyBQYPg4kXo1k0bwifzLwphWxLYopzt27UTjNnZ0K8fbN0KPj62rkoIIYEtzMTGwsiRkJcHQ4ZoQ/d+ny5TCGFjEtjCJDoaxoyBggIIC4OvvoJGjWxdlRCijAS2AOCjj+C++8BohPvv1y7o5O5u66qEEH8mgS147z2IiICSEpgwAT7+GOxgqjshxFUksOu5t96CKVO0eWKefBI++EDmXxTCXklg12OvvgrTp2s/P/MMLFkCTvKJEMJuyX/PekgpeP55eOEF7f7cufD66zJZrhD2Tq4lUs+Ulmp71f/5j3Z/4UKYOdO2NQkhqkYCux4pKYHHH4f339fuL10KTzxh25qEEFUngV1PGI0wcaI2AsTJSTu5OGGCrasSQlhCArseKCyEBx/UpvJycdFC+777bF2VEMJSEth1XH4+jBunfcXczQ0+/1z7FqMQwvFIYNdhly5p4bxjhzZZ7oYN2kWdhBCOSQK7jvrzZLmNG2vXBZHJcoVwbBLYdZBMlitE3SSBXcdcPVluXBwEB9u6KiFETZDArkNOndImy/3lF2jZUpss95ZbbF2VEKKmyFfT64hjx7TJcn/5BW66SZt/UcJaiLpFArsOOHxYmyz33Dno0EEbFdKmja2rEkLUNAlsB5ecrE2We+EChIRo8zG2aGHrqoQQtUEC24F9/70272JmpjYKZOtW8PW1dVVCiNpid4G9Y8cORo8eTUBAADqdjpiYGLPHlVK89NJLBAQE4OHhwaBBg/jxxx/N2hQWFhIZGYmPjw8NGzZkzJgxnDt3zqxNVlYWERERGAwGDAYDERERZGdn1/LW1Zzdu7UTjFlZ0KcPbN6sDeETQtRddhfYly9fJiQkhCVLllT4+IIFC1i0aBFLlixh3759+Pn5ERoayqVLl0xtpk2bRnR0NFFRUezatYu8vDzCwsIoKSkxtRk/fjzJycnExsYSGxtLcnIyERERtb59NWHXLggNhdxc7UTjt9+CwWDrqoQQtU7ZMUBFR0eb7peWlio/Pz81f/5807KCggJlMBjU8uXLlVJKZWdnK71er6Kiokxtzp8/r5ycnFRsbKxSSqkjR44oQO3evdvUJjExUQEqJSWlyvXl5OQoQGVkZFi7iRbbulWpBg2UAqUGD1YqL++GvXSNKioqUjExMaqoqMjWpTgk6T/r2VvfleVITk7Odds61DjskydPkpaWxvDhw03L3NzcGDhwIAkJCTz22GPs378fo9Fo1iYgIICgoCASEhIYMWIEiYmJGAwGevfubWrTp08fDAYDCQkJtG/fvsLXLywspLCw0HQ/NzcXAKPRiNForOnNLScuTsc99zhTUKAjNLSUtWtLcHXVLp3qaMr660b0W10k/Wc9e+s7S+pwqMBOS0sDoHnz5mbLmzdvzunTp01tXF1dadq0abk2Zc9PS0vDt4Kzc76+vqY2FZk3bx5z584ttzw+Pp4GDRpYtjEW+v57X15//VaMRh09e6YxefI+tm0rrdXXvBHi4uJsXYJDk/6znr30XX5+fpXbOlRgl9FdNfmgUqrcsqtd3aai9tdbz+zZs5kxY4bpfm5uLq1atWLw4MF4e3tXtXyLbdig4/XXnTEadYwZU8rHH3vj6jqy1l7vRjAajcTFxREaGoper7d1OQ5H+s969tZ3ZX+pV4VDBbafnx+g7SH7+/ublqenp5v2uv38/CgqKiIrK8tsLzs9PZ1+/fqZ2ly4cKHc+i9evFhu7/3P3NzccHNzK7dcr9fX2hu/di2MHw/FxdqkAx995IReb3fniq1Wm31XH0j/Wc9e+s6SGhzqf37btm3x8/Mz+1OmqKiI7du3m8K4R48e6PV6szapqakcPnzY1KZv377k5OSwd+9eU5s9e/aQk5NjamMPPv5YmymmuBjCw7X7dvD5EkLYiN3tYefl5XHixAnT/ZMnT5KcnIyXlxeBgYFMmzaN1157jXbt2tGuXTtee+01GjRowPjx4wEwGAxMmjSJmTNn4u3tjZeXF7NmzSI4OJhhv1+9v2PHjowcOZLJkyezYsUKAKZMmUJYWFilJxxvtP/+F/7v/0ApbS7G998HZ2dbVyWEsKnaHrJiqfj4eAWUu02YMEEppQ3tmzNnjvLz81Nubm7q9ttvVz/88IPZOq5cuaKmTp2qvLy8lIeHhwoLC1Nnzpwxa5OZmanCw8OVp6en8vT0VOHh4SorK8uiWmtrWN+77yql02lD96ZMUaqkpEZXbxfsbWiVo5H+s5699Z0lw/p0Sillw98XDi03NxeDwUBGRkaNnXRctgyefFL7eepU+M9/4DrnUx2S0Whk06ZN3HnnnXZxHNHRSP9Zz976rixHcnJyaNy48TXbOtQx7Lpu6dI/wnrGjLob1kII60hg24mlS+Gpp7SfZ82ChQslrIUQ5iSw7cDVYb1ggYS1EKI8CWwbk7AWQlSVBLYNSVgLISwhgW0jEtZCCEtJYNuAhLUQwhoS2DeYhLUQwloS2DeQhLUQojoksG8QCWshRHVJYN8Ay5ZJWAshqk8Cu5a9994fXzeXsBZCVIcEdi3673/hsce0n2fMkLAWQlSPBHYtiYqCRx7Rrmf91FNybRAhRPVJYNeC9evhr3+F0lJ49FG56p4QomZIYNewL7/UpvUqKYGHH4YVK8BJelkIUQMkSmrQt9/CPfeA0aiF9gcfSFgLIWqOxEkNiY+HsWOhqAjGjYP//U/mYBRC1CwJ7Bqwe7eOsDAoKICwMPjkE5ndXAhR8ySwa8CDDzqTnw/Dh8PateDqauuKhBB1kQR2DcjL0zF4MMTEgLu7rasRQtRVLrYuwJGVTTjfo0c2H32knWw0Gm1clIMwGo3k5+eTm5trFzNXOxrpP+vZW9/l5uYCf+TJtUhgV0NmZiYA+/e3JiDAxsUIIRzapUuXMBgM12wjgV0NXl5eAJw5c+a6HS3M5ebm0qpVK86ePUvjxo1tXY7Dkf6znr31nVKKS5cuEVCFvT4J7Gpw+n2QtcFgsIs33hE1btxY+q4apP+sZ099V9UdPjnpKIQQDkICWwghHIQEdjW4ubkxZ84c3NzcbF2Kw5G+qx7pP+s5ct/pVFXGkgghhLA52cMWQggHIYEthBAOQgJbCCEchAS2EEI4CAnsq+zYsYPRo0cTEBCATqcjJibG7HGlFC+99BIBAQF4eHgwaNAgfvzxR7M2hYWFREZG4uPjQ8OGDRkzZgznzp27gVthO9frv4kTJ6LT6cxuffr0MWtTH/tv3rx59OrVC09PT3x9fbnrrrs4evSoWRv57FWuKv1XFz57EthXuXz5MiEhISxZsqTCxxcsWMCiRYtYsmQJ+/btw8/Pj9DQUC5dumRqM23aNKKjo4mKimLXrl3k5eURFhZGSUnJjdoMm7le/wGMHDmS1NRU023Tpk1mj9fH/tu+fTtPPfUUu3fvJi4ujuLiYoYPH87ly5dNbeSzV7mq9B/Ugc+eEpUCVHR0tOl+aWmp8vPzU/PnzzctKygoUAaDQS1fvlwppVR2drbS6/UqKirK1Ob8+fPKyclJxcbG3rDa7cHV/aeUUhMmTFBjx46t9DnSf5r09HQFqO3btyul5LNnqav7T6m68dmTPWwLnDx5krS0NIYPH25a5ubmxsCBA0lISABg//79GI1GszYBAQEEBQWZ2tR327Ztw9fXl1tuuYXJkyeTnp5uekz6T5OTkwP8cYEx+exZ5ur+K+Ponz0JbAukpaUB0Lx5c7PlzZs3Nz2WlpaGq6srTZs2rbRNfXbHHXfw0UcfsXXrVt544w327dvHkCFDKCwsBKT/QDtWPWPGDPr3709QUBAgnz1LVNR/UDc+e3K1PivodDqz+0qpcsuuVpU29cEDDzxg+jkoKIiePXvSunVrvvrqK8aNG1fp8+pT/02dOpVDhw6xa9euco/JZ+/6Kuu/uvDZkz1sC/j5+QGU+22bnp5u2vPx8/OjqKiIrKysStuIP/j7+9O6dWuOHz8OSP9FRkayceNG4uPjadmypWm5fPaqprL+q4gjfvYksC3Qtm1b/Pz8iIuLMy0rKipi+/bt9OvXD4AePXqg1+vN2qSmpnL48GFTG/GHzMxMzp49i7+/P1B/+08pxdSpU1m/fj1bt26lbdu2Zo/LZ+/artd/FXHIz56tznbaq0uXLqmkpCSVlJSkALVo0SKVlJSkTp8+rZRSav78+cpgMKj169erH374QT300EPK399f5ebmmtbx+OOPq5YtW6rNmzerAwcOqCFDhqiQkBBVXFxsq826Ya7Vf5cuXVIzZ85UCQkJ6uTJkyo+Pl717dtXtWjRot733xNPPKEMBoPatm2bSk1NNd3y8/NNbeSzV7nr9V9d+exJYF8lPj5eAeVuEyZMUEppw6vmzJmj/Pz8lJubm7r99tvVDz/8YLaOK1euqKlTpyovLy/l4eGhwsLC1JkzZ2ywNTfetfovPz9fDR8+XDVr1kzp9XoVGBioJkyYUK5v6mP/VdRngFq1apWpjXz2Kne9/qsrnz25vKoQQjgIOYYthBAOQgJbCCEchAS2EEI4CAlsIYRwEBLYQgjhICSwhRDCQUhgCyGEg5DAFqKWDBo0yDSzSXJyskXPLXtekyZNaqU24ZgksIW4jqunlbr6NnHixEqfO3nyZFJTU02X+Tx16lS5AL906RKDBg2iQ4cOnD17FtCuYfHWW2/V4lYJRySXVxXiOlJTU00/f/rpp/zzn/80my/Qw8Oj0uc2aNDAdKW9ily8eJE77rgDgF27duHj4wNoV44zGAzVLV3UMRLYQlzHnwPXYDCg0+muGcJVdfbsWUJDQ/H392fjxo14enpWe52ibpNDIkLYwNGjR7ntttvo0KEDsbGxEtaiSiSwhbCBhx9+mL/85S+sW7cONzc3W5cjHIQEthA2MHbsWHbt2sW6detsXYpwIHIMWwgbeP755+nSpQvh4eEopczmGxSiMhLYQtjICy+8gIuLC+Hh4ZSWlvLQQw/ZuiRh5ySwhbCh5557DmdnZyIiIigtLSU8PNzWJQk7JoEthI0988wzODs7M2HCBEpLS4mIiLB1ScJOyUlHISwwceJEsrOzrX5+mzZtUErRtWtXs+UzZsyguLhYwlpck8zpKEQtGTRoEAkJCbi6upKYmEhwcHCVn9uoUSOKi4txd3ev1i8IUbdIYAtRS86fP8+VK1cACAwMxNXVtcrPPXHiBADOzs60bdu2VuoTjkcCWwghHIQcwxZCCAchgS2EEA5CAlsIIRyEBLYQQjgICWwhhHAQEthCCOEgJLCFEMJBSGALIYSDkMAWQggH8f9ELJ0fcE2d7AAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 354x354 with 1 Axes>"
]
@@ -174,7 +172,7 @@
"source": [
"# T = np.linspace(0,273.15,10_001)\n",
"plt.figure(figsize=(3.54, 3.54))\n",
- "plt.plot(T, c_p(T))\n",
+ "plt.plot(T, c_p(T), color='blue')\n",
"plt.xlabel('T [K]')\n",
"plt.ylabel(r'$c_p [J/(kgK)]$')\n",
"plt.xlim(lb, ub)\n",
@@ -187,28 +185,28 @@
},
{
"cell_type": "code",
- "execution_count": 27,
+ "execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/4290217113.py:14: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/1649281282.py:14: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
" fig.show()\n",
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/4290217113.py:26: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/1649281282.py:26: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
" fig.show()\n",
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/2460366904.py:5: RuntimeWarning: divide by zero encountered in divide\n",
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/2460366904.py:5: RuntimeWarning: divide by zero encountered in divide\n",
" return 567/T # [W/(mK)], for T > 50 K\n",
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/4290217113.py:34: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/1649281282.py:34: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
" axs[2].legend()\n",
- "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_22601/4290217113.py:40: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
+ "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_93176/1649281282.py:40: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n",
" fig.show()\n"
]
},
{
"data": {
- "image/png": "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",
+ "image/png": "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",
"text/plain": [
"<Figure size 1062x354 with 3 Axes>"
]
@@ -221,7 +219,7 @@
"T = np.linspace(0,273,273*10)\n",
"lb, ub = 100, 273\n",
"fig, axs = plt.subplots(ncols=3, figsize=(3*3.54, 3.54))\n",
- "axs[0].plot(T, rho(T))\n",
+ "axs[0].plot(T, rho(T), color='blue')\n",
"axs[0].set_xlabel('T [K]')\n",
"axs[0].set_ylabel(r'$\\rho [kg/m^3]$')\n",
"axs[0].set_xlim(lb, ub)\n",
@@ -233,7 +231,7 @@
"fig.savefig('Figures/thermal_properties_1.pdf')\n",
"fig.show()\n",
"\n",
- "axs[1].plot(T, c_p(T))\n",
+ "axs[1].plot(T, c_p(T), color='blue')\n",
"axs[1].set_xlim(lb, ub)\n",
"axs[1].set_ylim(np.min(c_p(T)[lb*10:ub*10]), np.max(c_p(T)[lb*10:ub*10]))\n",
"axs[1].set_xlabel('T [K]')\n",
@@ -245,7 +243,7 @@
"fig.savefig('Figures/thermal_properties_2.pdf')\n",
"fig.show()\n",
"\n",
- "axs[2].plot(T, kappa(T, 'Klinger'))\n",
+ "axs[2].plot(T, kappa(T, 'Klinger'), color='blue')\n",
"# axs[2].plot(T, kappa(T, 'Slack'), label='Slack')\n",
"axs[2].set_xlim(lb, ub)\n",
"axs[2].set_ylim(np.min(kappa(T, 'Klinger')[lb*10:ub*10]), np.max(kappa(T, 'Klinger')[lb*10:ub*10]))\n",
@@ -270,7 +268,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "base",
+ "display_name": "IceMelting2",
"language": "python",
"name": "python3"
},
@@ -284,7 +282,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.12.2"
+ "version": "3.11.8"
}
},
"nbformat": 4,